diff --git a/integration/nse_update_sdc.H b/integration/nse_update_sdc.H
index 2b6daae079..7d6736d383 100644
--- a/integration/nse_update_sdc.H
+++ b/integration/nse_update_sdc.H
@@ -33,7 +33,7 @@ using namespace amrex::literals;
 /// on input, *_source are the reactive sources at time t0 and on output
 /// they are the sources at time t0+dt
 ///
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void nse_derivs(const amrex::Real rho0, const amrex::Real rhoe0, const amrex::Real *rhoaux0,
                 const amrex::Real dt, const amrex::Real *ydot_a,
                 amrex::Real& drhoedt, amrex::Real* drhoauxdt, const amrex::Real T_fixed) {
@@ -168,7 +168,7 @@ void nse_derivs(const amrex::Real rho0, const amrex::Real rhoe0, const amrex::Re
 /// this version works with the tabulated NSE and requires AUX_THERMO
 ///
 template <typename BurnT>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void sdc_nse_burn(BurnT& state, const amrex::Real dt) {
 
     using namespace AuxZero;
@@ -307,7 +307,7 @@ void sdc_nse_burn(BurnT& state, const amrex::Real dt) {
 ///
 /// This computes drhoedt and drhoyedt_weak for a given (rho, rho e, and rho Ye)
 ///
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void nse_derivs(const amrex::Real rho0, const amrex::Real rhoe0,
                 const amrex::Real rhoYe0, amrex::Real &T0,
                 amrex::Real &mu_p, amrex::Real &mu_n,
@@ -415,7 +415,7 @@ void nse_derivs(const amrex::Real rho0, const amrex::Real rhoe0,
 ///
 
 template <typename BurnT>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void sdc_nse_burn(BurnT& state, const amrex::Real dt) {
 
     state.success = true;
diff --git a/networks/CNO_extras/Make.package b/networks/CNO_extras/Make.package
index fd942a5ce1..35413fdcff 100644
--- a/networks/CNO_extras/Make.package
+++ b/networks/CNO_extras/Make.package
@@ -2,13 +2,15 @@ PYNUCASTRO_NETWORK = TRUE
 CEXE_headers += network_properties.H
 
 ifeq ($(USE_REACT),TRUE)
-  CEXE_sources += actual_network_data.cpp
   CEXE_headers += actual_network.H
   CEXE_headers += tfactors.H
   CEXE_headers += interp_tools.H
   CEXE_headers += partition_functions.H
   CEXE_headers += actual_rhs.H
+  CEXE_headers += rate_type.H
   CEXE_headers += reaclib_rates.H
+  CEXE_headers += approximate_rates.H
+  CEXE_headers += modified_rates.H
   CEXE_headers += table_rates.H
   CEXE_headers += temperature_table_rates.H
   CEXE_headers += derived_rates.H
diff --git a/networks/CNO_extras/actual_network.H b/networks/CNO_extras/actual_network.H
index 25d9e1db6c..6869d66e05 100644
--- a/networks/CNO_extras/actual_network.H
+++ b/networks/CNO_extras/actual_network.H
@@ -1,18 +1,25 @@
 #ifndef actual_network_H
 #define actual_network_H
 
+#include <random>
 #include <string_view>
 
 #include <AMReX_REAL.H>
 #include <AMReX_Array.H>
 #include <AMReX_Loop.H>
 
+#include <extern_parameters.H>
 #include <fundamental_constants.H>
 #include <network_properties.H>
 
 using namespace amrex::literals;
 
-void actual_network_init();
+
+inline
+void actual_network_init() {
+
+
+}
 
 constexpr std::string_view network_name = "pynucastro-cxx";
 
@@ -289,6 +296,39 @@ namespace Rates
         NumRates = k_He4_Mg24_to_C12_O16_derived
     };
 
+    enum ScreenPairs :
+    std::uint8_t
+    {
+        k_He4_Ne18 = 1,
+        k_p_F18 = 2,
+        k_p_C12 = 3,
+        k_He4_O16 = 4,
+        k_He4_F17 = 5,
+        k_He4_N14 = 6,
+        k_p_F19 = 7,
+        k_p_C13 = 8,
+        k_He4_C12 = 9,
+        k_p_O17 = 10,
+        k_p_N15 = 11,
+        k_p_Ne20 = 12,
+        k_He4_Mg24 = 13,
+        k_C12_O16 = 14,
+        k_p_O18 = 15,
+        k_C12_C12 = 16,
+        k_He4_N15 = 17,
+        k_He4_Ne20 = 18,
+        k_p_N13 = 19,
+        k_He4_O14 = 20,
+        k_He4_He4 = 21,
+        k_He4_Be8 = 22,
+        k_p_O16 = 23,
+        k_p_N14 = 24,
+        k_p_F17 = 25,
+        k_He4_O15 = 26,
+        k_He4_N13 = 27,
+        NumScreenPairs = k_He4_N13
+    };
+
     // rate names -- note: the rates are 1-based, not zero-based, so we pad
     // this vector with rate_names[0] = "" so the indices line up with the
     // NetworkRates enum
@@ -368,6 +408,12 @@ namespace Rates
         "He4_Mg24_to_C12_O16_derived"  // 71,
     };
 
+    template<std::uint8_t rate>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    constexpr amrex::Real get_p_random() {
+        return 0.0_rt;
+    }
+
 }
 
 #ifdef NSE_NET
diff --git a/networks/CNO_extras/actual_rhs.H b/networks/CNO_extras/actual_rhs.H
index a60e1f13a8..b0f96a6c3f 100644
--- a/networks/CNO_extras/actual_rhs.H
+++ b/networks/CNO_extras/actual_rhs.H
@@ -1,5 +1,5 @@
-#ifndef actual_rhs_H
-#define actual_rhs_H
+#ifndef ACTUAL_RHS_H
+#define ACTUAL_RHS_H
 
 #include <AMReX_REAL.H>
 #include <AMReX_Array.H>
@@ -15,7 +15,10 @@
 #ifdef NEUTRINOS
 #include <neutrino.H>
 #endif
+#include <rate_type.H>
 #include <reaclib_rates.H>
+#include <approximate_rates.H>
+#include <modified_rates.H>
 #include <table_rates.H>
 #include <temperature_table_rates.H>
 #include <derived_rates.H>
@@ -28,9 +31,8 @@ using namespace Rates;
 
 using namespace rate_tables;
 
-
 template<class T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void ener_gener_rate(T const& dydt, amrex::Real& enuc)
 {
 
@@ -49,17 +51,14 @@ void ener_gener_rate(T const& dydt, amrex::Real& enuc)
 }
 
 
+#ifdef SCREENING
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void evaluate_rates(const burn_t& state,
-                    const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
-                    T& rate_eval) {
-
-    // here Y is consistent with state.xn
-
-    [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
+AMREX_GPU_DEVICE AMREX_INLINE
+void evaluate_screening(const burn_t& state,
+                        const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                        T& rate_eval) {
 
-    // Calculate Reaclib rates
+    // Evaluate screening terms
 
     using number_t = std::conditional_t<do_T_derivatives, autodiff::dual, amrex::Real>;
     number_t temp = state.T;
@@ -68,504 +67,326 @@ void evaluate_rates(const burn_t& state,
         autodiff::seed(temp);
     }
 
-#ifdef SCREENING
     plasma_state_t<number_t> pstate{};
     fill_plasma_state(pstate, temp, state.rho, Y);
-#endif
-
-    const tf_t tfactors = evaluate_tfactors(state.T);
-
-    fill_reaclib_rates<do_T_derivatives, T>(tfactors, rate_eval);
-
-    temp_tabular::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
-
-    // Calculate Derived Rates. This should go last but before approx rates.
-    fill_derived_rates<do_T_derivatives, T>(tfactors, rate_eval);
-
-
-#ifdef SCREENING
-    // Evaluate screening factors
-
-    amrex::Real ratraw, dratraw_dT;
-    amrex::Real scor, dscor_dt;
-    [[maybe_unused]] amrex::Real scor2, dscor2_dt;
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 6.0_rt, 12.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_C12_to_N13_reaclib);
-    rate_eval.screened_rates(k_p_C12_to_N13_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
 
+    amrex::Real log_scor, dlog_scor_dT;
 
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 6.0_rt, 12.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 10.0_rt, 18.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ne18) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ne18) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_C12_to_O16_reaclib);
-    rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_C12_to_p_N15_derived);
-    rate_eval.screened_rates(k_He4_C12_to_p_N15_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_C12_to_p_N15_derived);
-        rate_eval.dscreened_rates_dT(k_He4_C12_to_p_N15_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 6.0_rt, 13.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 9.0_rt, 18.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_C13_to_N14_reaclib);
-    rate_eval.screened_rates(k_p_C13_to_N14_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_C13_to_N14_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_C13_to_N14_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_F18) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_F18) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 7.0_rt, 13.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 6.0_rt, 12.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_C12) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_C12) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_N13_to_O14_reaclib);
-    rate_eval.screened_rates(k_p_N13_to_O14_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_N13_to_O14_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_N13_to_O14_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 7.0_rt, 14.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 16.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_O16) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_N14_to_O15_reaclib);
-    rate_eval.screened_rates(k_p_N14_to_O15_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_N14_to_O15_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_N14_to_O15_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 9.0_rt, 17.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_F17) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_F17) = dlog_scor_dT;
+        }
     }
 
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 14.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_N14) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_N14) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_N14_to_F18_reaclib);
-    rate_eval.screened_rates(k_He4_N14_to_F18_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_N14_to_F18_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_N14_to_F18_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_N14_to_p_O17_derived);
-    rate_eval.screened_rates(k_He4_N14_to_p_O17_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_N14_to_p_O17_derived);
-        rate_eval.dscreened_rates_dT(k_He4_N14_to_p_O17_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 7.0_rt, 15.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 9.0_rt, 19.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_F19) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_F19) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_N15_to_O16_reaclib);
-    rate_eval.screened_rates(k_p_N15_to_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_N15_to_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_N15_to_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_N15_to_He4_C12_reaclib);
-    rate_eval.screened_rates(k_p_N15_to_He4_C12_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_N15_to_He4_C12_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_N15_to_He4_C12_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 15.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_N15_to_F19_reaclib);
-    rate_eval.screened_rates(k_He4_N15_to_F19_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_N15_to_F19_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_N15_to_F19_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_N15_to_p_O18_derived);
-    rate_eval.screened_rates(k_He4_N15_to_p_O18_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_N15_to_p_O18_derived);
-        rate_eval.dscreened_rates_dT(k_He4_N15_to_p_O18_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 6.0_rt, 13.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_C13) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_C13) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 14.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 6.0_rt, 12.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_O14_to_Ne18_reaclib);
-    rate_eval.screened_rates(k_He4_O14_to_Ne18_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O14_to_Ne18_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_O14_to_Ne18_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_C12) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_C12) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_O14_to_p_F17_reaclib);
-    rate_eval.screened_rates(k_He4_O14_to_p_F17_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O14_to_p_F17_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_O14_to_p_F17_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 15.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_O15_to_Ne19_reaclib);
-    rate_eval.screened_rates(k_He4_O15_to_Ne19_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O15_to_Ne19_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_O15_to_Ne19_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_O15_to_p_F18_derived);
-    rate_eval.screened_rates(k_He4_O15_to_p_F18_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O15_to_p_F18_derived);
-        rate_eval.dscreened_rates_dT(k_He4_O15_to_p_F18_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 17.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_O17) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_O17) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 16.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 7.0_rt, 15.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_N15) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_N15) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_O16_to_F17_reaclib);
-    rate_eval.screened_rates(k_p_O16_to_F17_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O16_to_F17_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_O16_to_F17_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_O16_to_He4_N13_derived);
-    rate_eval.screened_rates(k_p_O16_to_He4_N13_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O16_to_He4_N13_derived);
-        rate_eval.dscreened_rates_dT(k_p_O16_to_He4_N13_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 10.0_rt, 20.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ne20) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ne20) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 16.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 12.0_rt, 24.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Mg24) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Mg24) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib);
-    rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_O16_to_p_F19_derived);
-    rate_eval.screened_rates(k_He4_O16_to_p_F19_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O16_to_p_F19_derived);
-        rate_eval.dscreened_rates_dT(k_He4_O16_to_p_F19_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 17.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_O17_to_F18_reaclib);
-    rate_eval.screened_rates(k_p_O17_to_F18_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O17_to_F18_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_O17_to_F18_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_O17_to_He4_N14_reaclib);
-    rate_eval.screened_rates(k_p_O17_to_He4_N14_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O17_to_He4_N14_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_O17_to_He4_N14_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(6.0_rt, 12.0_rt, 8.0_rt, 16.0_rt);
+        static_assert(scn_fac.z1 == 6.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_C12_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_C12_O16) = dlog_scor_dT;
+        }
     }
 
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 18.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_O18_to_F19_reaclib);
-    rate_eval.screened_rates(k_p_O18_to_F19_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O18_to_F19_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_O18_to_F19_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_O18) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_O18) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_O18_to_He4_N15_reaclib);
-    rate_eval.screened_rates(k_p_O18_to_He4_N15_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O18_to_He4_N15_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_O18_to_He4_N15_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 9.0_rt, 17.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_F17_to_Ne18_reaclib);
-    rate_eval.screened_rates(k_p_F17_to_Ne18_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_F17_to_Ne18_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_F17_to_Ne18_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_F17_to_He4_O14_derived);
-    rate_eval.screened_rates(k_p_F17_to_He4_O14_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_F17_to_He4_O14_derived);
-        rate_eval.dscreened_rates_dT(k_p_F17_to_He4_O14_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(6.0_rt, 12.0_rt, 6.0_rt, 12.0_rt);
+        static_assert(scn_fac.z1 == 6.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_C12_C12) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_C12_C12) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 9.0_rt, 18.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_F18_to_Ne19_reaclib);
-    rate_eval.screened_rates(k_p_F18_to_Ne19_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_F18_to_Ne19_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_F18_to_Ne19_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 15.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_N15) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_N15) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_F18_to_He4_O15_reaclib);
-    rate_eval.screened_rates(k_p_F18_to_He4_O15_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_F18_to_He4_O15_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_F18_to_He4_O15_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 10.0_rt, 20.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ne20) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ne20) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 9.0_rt, 19.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 7.0_rt, 13.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_F19_to_Ne20_reaclib);
-    rate_eval.screened_rates(k_p_F19_to_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_F19_to_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_F19_to_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_N13) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_N13) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_F19_to_He4_O16_reaclib);
-    rate_eval.screened_rates(k_p_F19_to_He4_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_F19_to_He4_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_F19_to_He4_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 10.0_rt, 18.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 14.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ne18_to_Mg22_reaclib);
-    rate_eval.screened_rates(k_He4_Ne18_to_Mg22_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ne18_to_Mg22_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ne18_to_Mg22_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_O14) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_O14) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 10.0_rt, 20.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 2.0_rt, 4.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_He4) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_He4) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib);
-    rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 4.0_rt, 8.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Be8) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Be8) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Ne20_to_C12_C12_derived);
-    rate_eval.screened_rates(k_He4_Ne20_to_C12_C12_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ne20_to_C12_C12_derived);
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_C12_C12_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 16.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_O16) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(6.0_rt, 12.0_rt, 6.0_rt, 12.0_rt);
-        static_assert(scn_fac.z1 == 6.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 7.0_rt, 14.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_N14) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_N14) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib);
-    rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 9.0_rt, 17.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_F17) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_F17) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 13.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 15.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_O15) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_O15) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib);
-    rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(6.0_rt, 12.0_rt, 8.0_rt, 16.0_rt);
-        static_assert(scn_fac.z1 == 6.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_O16_to_He4_Mg24_reaclib);
-    rate_eval.screened_rates(k_C12_O16_to_He4_Mg24_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_O16_to_He4_Mg24_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_He4_Mg24_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 13.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_N13) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_N13) = dlog_scor_dT;
+        }
     }
 
+}
+#endif
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 10.0_rt, 20.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
 
-    ratraw = rate_eval.screened_rates(k_p_Ne20_to_He4_F17_reaclib);
-    rate_eval.screened_rates(k_p_Ne20_to_He4_F17_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ne20_to_He4_F17_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ne20_to_He4_F17_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+template <int do_T_derivatives, typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void evaluate_rates(const burn_t& state,
+                    const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                    T& rate_eval) {
 
+    // here Y is consistent with state.xn
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 2.0_rt, 4.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
+    [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
 
+    const tf_t tfactors = evaluate_tfactors(state.T);
 
-    {
-        constexpr auto scn_fac2 = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 4.0_rt, 8.0_rt);
-        static_assert(scn_fac2.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac2, scor2, dscor2_dt);
-    }
+    // Precompute screening terms
 
-    ratraw = rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib);
-    rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib) *= scor * scor2;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib) = ratraw * (scor * dscor2_dt + dscor_dt * scor2) + dratraw_dT * scor * scor2;
-    }
+#ifdef SCREENING
+    evaluate_screening<do_T_derivatives, T>(state, Y, rate_eval);
+#endif
 
+    // Fill in different rates
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 9.0_rt, 17.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
+    fill_reaclib_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
-    ratraw = rate_eval.screened_rates(k_He4_F17_to_p_Ne20_derived);
-    rate_eval.screened_rates(k_He4_F17_to_p_Ne20_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_F17_to_p_Ne20_derived);
-        rate_eval.dscreened_rates_dT(k_He4_F17_to_p_Ne20_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    temp_tabular::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
+    // fill modified rates next -- these can have ReacLib or
+    // TemperatureTabular/StarLib rates as the original rate
+    modified_rates::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 12.0_rt, 24.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
+    // Calculate Derived Rates next. This should go last but before
+    // approx rates, since those may have ReacLibRate,
+    // TemperatureTabularRate / StarLibRate, or DerivedRate as the
+    // underlying rate.
 
-    ratraw = rate_eval.screened_rates(k_He4_Mg24_to_C12_O16_derived);
-    rate_eval.screened_rates(k_He4_Mg24_to_C12_O16_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mg24_to_C12_O16_derived);
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_C12_O16_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    fill_derived_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
-#endif
 
     // Fill approximate rates
 
     fill_approx_rates<do_T_derivatives, T>(tfactors, state.rho, Y, rate_eval);
 
-    // Calculate tabular rates
+    // Calculate tabular weak rates
 
     [[maybe_unused]] amrex::Real rate, drate_dt, edot_nu, edot_gamma;
 
@@ -644,7 +465,7 @@ void evaluate_rates(const burn_t& state,
 
 // backwards-compatible wrapper
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void evaluate_rates(const burn_t& state,
                     T& rate_eval) {
 
@@ -659,17 +480,19 @@ void evaluate_rates(const burn_t& state,
 
 
 #ifdef NSE_NET
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_ydot_weak(const burn_t& state,
-             amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
-             amrex::Real& enuc_weak,
-             [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y) {
+                   amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
+                   amrex::Real& enuc_weak,
+                   [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y) {
     ///
     /// Calculate Ydots contribute only from weak reactions.
     /// This is used to calculate dyedt and energy generation from
     /// weak reactions for self-consistent NSE
     ///
 
+    using namespace modified_rates;
+    using namespace temp_tabular;
 
     // initialize ydot_nuc to 0
 
@@ -679,57 +502,88 @@ void get_ydot_weak(const burn_t& state,
 
     rate_t rate_eval;
 
-    [[maybe_unused]] amrex::Real rate, drate_dt, edot_nu, edot_gamma;
+    constexpr int do_T_derivatives = 0;
+    [[maybe_unused]] amrex::Real rate, drate_dT, edot_nu, edot_gamma;
     [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
 
     rate_eval.enuc_weak = 0.0_rt;
 
-    // Calculate tabular rates and get ydot_weak
+    // Compute all weak rates and get ydot_weak
+
+    const tf_t tfactors = evaluate_tfactors(state.T);
+
+    {
+        // N13_to_C13_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_N13_to_C13_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_N13_to_C13_reaclib) = rate;
+    }
+
+    {
+        // O14_to_N14_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O14_to_N14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O14_to_N14_reaclib) = rate;
+    }
+
+    {
+        // O15_to_N15_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O15_to_N15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O15_to_N15_reaclib) = rate;
+    }
 
     amrex::Real log_temp = std::log10(state.T);
     amrex::Real log_rhoy = std::log10(rhoy);
 
     tabular_evaluate(j_F17_O17_meta, j_F17_O17_rhoy, j_F17_O17_temp, j_F17_O17_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_F17_to_O17_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(F17) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_O17_F17_meta, j_O17_F17_rhoy, j_O17_F17_temp, j_O17_F17_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_O17_to_F17_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(O17) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_F18_Ne18_meta, j_F18_Ne18_rhoy, j_F18_Ne18_temp, j_F18_Ne18_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_F18_to_Ne18_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(F18) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_F18_O18_meta, j_F18_O18_rhoy, j_F18_O18_temp, j_F18_O18_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_F18_to_O18_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(F18) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ne18_F18_meta, j_Ne18_F18_rhoy, j_Ne18_F18_temp, j_Ne18_F18_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ne18_to_F18_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ne18) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_O18_F18_meta, j_O18_F18_rhoy, j_O18_F18_temp, j_O18_F18_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_O18_to_F18_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(O18) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_F19_Ne19_meta, j_F19_Ne19_rhoy, j_F19_Ne19_temp, j_F19_Ne19_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_F19_to_Ne19_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(F19) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ne19_F19_meta, j_Ne19_F19_rhoy, j_Ne19_F19_temp, j_Ne19_F19_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ne19_to_F19_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ne19) * (edot_nu + edot_gamma);
 
-    auto screened_rates = rate_eval.screened_rates;
+
+    const auto& screened_rates = rate_eval.screened_rates;
 
     ydot_nuc(H1) = 0.0_rt;
 
@@ -792,7 +646,7 @@ void get_ydot_weak(const burn_t& state,
 #endif
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void rhs_nuc(const burn_t& state,
              amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
              const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
@@ -957,7 +811,7 @@ void rhs_nuc(const burn_t& state,
 }
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void actual_rhs (const burn_t& state, amrex::Array1D<amrex::Real, 1, neqs>& ydot)
 {
 
@@ -1004,7 +858,7 @@ void actual_rhs (const burn_t& state, amrex::Array1D<amrex::Real, 1, neqs>& ydot
 
 
 template<class MatrixType>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void jac_nuc(const burn_t& state,
              MatrixType& jac,
              const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
@@ -2060,7 +1914,7 @@ void jac_nuc(const burn_t& state,
 
 
 template<class MatrixType>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void actual_jac(const burn_t& state, MatrixType& jac)
 {
 
diff --git a/networks/CNO_extras/approximate_rates.H b/networks/CNO_extras/approximate_rates.H
new file mode 100644
index 0000000000..14d44a7403
--- /dev/null
+++ b/networks/CNO_extras/approximate_rates.H
@@ -0,0 +1,31 @@
+#ifndef APPROXIMATE_RATES_H
+#define APPROXIMATE_RATES_H
+
+#include <AMReX.H>
+#include <AMReX_Print.H>
+
+#include <tfactors.H>
+#include <actual_network.H>
+#include <rate_type.H>
+
+using namespace Rates;
+using namespace Species;
+
+
+
+template <int do_T_derivatives, typename T>
+AMREX_GPU_HOST_DEVICE AMREX_INLINE
+void
+fill_approx_rates([[maybe_unused]] const tf_t& tfactors,
+                  [[maybe_unused]] const amrex::Real rho,
+                  [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                  [[maybe_unused]] T& rate_eval)
+{
+
+    [[maybe_unused]] amrex::Real rate{};
+    [[maybe_unused]] amrex::Real drate_dT{};
+
+
+}
+
+#endif
diff --git a/networks/CNO_extras/cno_extras.png b/networks/CNO_extras/cno_extras.png
index 823e66a454..cdfb188a87 100644
Binary files a/networks/CNO_extras/cno_extras.png and b/networks/CNO_extras/cno_extras.png differ
diff --git a/networks/CNO_extras/cno_extras_hide_alpha.png b/networks/CNO_extras/cno_extras_hide_alpha.png
index dc5560c7ba..a70b64139f 100644
Binary files a/networks/CNO_extras/cno_extras_hide_alpha.png and b/networks/CNO_extras/cno_extras_hide_alpha.png differ
diff --git a/networks/CNO_extras/derived_rates.H b/networks/CNO_extras/derived_rates.H
index 5f21ff3a70..da2e13d07d 100644
--- a/networks/CNO_extras/derived_rates.H
+++ b/networks/CNO_extras/derived_rates.H
@@ -10,8 +10,8 @@
 using namespace Rates;
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_N13_to_p_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_N13_to_p_C12_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // N13 --> p + C12
 
@@ -49,13 +49,13 @@ void rate_N13_to_p_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  40.059128683693466 + -22.553277271250543 * tfactors.T9i + -13.692 * tfactors.T913i + -0.230881 * tfactors.T913
                          + 4.44362 * tfactors.T9 + -3.15898 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  22.553277271250543 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -13.692 * tfactors.T943i + (1.0/3.0) * -0.230881 * tfactors.T923i
                                   + 4.44362 + (5.0/3.0) * -3.15898 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -70,13 +70,13 @@ void rate_N13_to_p_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  40.45372868369347 + -26.331767271250545 * tfactors.T9i + -5.10735 * tfactors.T913i + -2.24111 * tfactors.T913
                          + 0.148883 * tfactors.T9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  26.331767271250545 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -5.10735 * tfactors.T943i + (1.0/3.0) * -2.24111 * tfactors.T923i
                                   + 0.148883;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -90,8 +90,8 @@ void rate_N13_to_p_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_N14_to_p_C13_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_N14_to_p_C13_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // N14 --> p + C13
 
@@ -129,13 +129,13 @@ void rate_N14_to_p_C13_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  41.72421240281699 + -87.62065170634826 * tfactors.T9i + -13.72 * tfactors.T913i + -0.450018 * tfactors.T913
                          + 3.70823 * tfactors.T9 + -1.70545 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  87.62065170634826 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -13.72 * tfactors.T943i + (1.0/3.0) * -0.450018 * tfactors.T923i
                                   + 3.70823 + (5.0/3.0) * -1.70545 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -150,13 +150,13 @@ void rate_N14_to_p_C13_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  37.17241240281699 + -93.40212170634825 * tfactors.T9i + -0.196703 * tfactors.T913
                          + 0.142126 * tfactors.T9 + -0.0238912 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  93.40212170634825 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.196703 * tfactors.T923i
                                   + 0.142126 + (5.0/3.0) * -0.0238912 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -170,12 +170,12 @@ void rate_N14_to_p_C13_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // ReacLib set derived from nacrr
     ln_set_rate =  38.39121240281698 + -101.17495170634825 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  101.17495170634825 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -189,8 +189,8 @@ void rate_N14_to_p_C13_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O14_to_p_N13_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O14_to_p_N13_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // O14 --> p + N13
 
@@ -226,12 +226,12 @@ void rate_O14_to_p_N13_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // ReacLib set derived from lg06r
     ln_set_rate =  35.3038971632548 + -59.81629660012578 * tfactors.T9i + 1.57122 * tfactors.T913i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  59.81629660012578 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 1.57122 * tfactors.T943i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -246,13 +246,13 @@ void rate_O14_to_p_N13_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  42.44239716325481 + -53.690276600125785 * tfactors.T9i + -15.1676 * tfactors.T913i + 0.0955166 * tfactors.T913
                          + 3.0659 * tfactors.T9 + -0.507339 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  53.690276600125785 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -15.1676 * tfactors.T943i + (1.0/3.0) * 0.0955166 * tfactors.T923i
                                   + 3.0659 + (5.0/3.0) * -0.507339 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -266,8 +266,8 @@ void rate_O14_to_p_N13_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O15_to_p_N14_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O15_to_p_N14_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // O15 --> p + N14
 
@@ -304,13 +304,13 @@ void rate_O15_to_p_N14_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  30.76303704754867 + -89.56670699689953 * tfactors.T9i
                          + 1.5682 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  89.56670699689953 * tfactors.T9i * tfactors.T9i
                                   + 1.5682 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -324,12 +324,12 @@ void rate_O15_to_p_N14_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // ReacLib set derived from im05r
     ln_set_rate =  31.68169704754867 + -87.67370699689953 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  87.67370699689953 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -344,13 +344,13 @@ void rate_O15_to_p_N14_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  44.144157047548674 + -84.67570699689952 * tfactors.T9i + -15.193 * tfactors.T913i + -4.63975 * tfactors.T913
                          + 9.73458 * tfactors.T9 + -9.55051 * tfactors.T953 + 1.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  84.67570699689952 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -15.193 * tfactors.T943i + (1.0/3.0) * -4.63975 * tfactors.T923i
                                   + 9.73458 + (5.0/3.0) * -9.55051 * tfactors.T923 + 1.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -365,13 +365,13 @@ void rate_O15_to_p_N14_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  41.03725704754867 + -84.67570699689952 * tfactors.T9i + -15.193 * tfactors.T913i + -0.161954 * tfactors.T913
                          + -7.52123 * tfactors.T9 + -0.987565 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  84.67570699689952 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -15.193 * tfactors.T943i + (1.0/3.0) * -0.161954 * tfactors.T923i
                                   + -7.52123 + (5.0/3.0) * -0.987565 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -385,8 +385,8 @@ void rate_O15_to_p_N14_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_to_p_N15_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O16_to_p_N15_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // O16 --> p + N15
 
@@ -423,13 +423,13 @@ void rate_O16_to_p_N15_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  38.86679552635226 + -150.96226378057287 * tfactors.T9i
                          + 0.0459037 * tfactors.T9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  150.96226378057287 * tfactors.T9i * tfactors.T9i
                                   + 0.0459037;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -443,12 +443,12 @@ void rate_O16_to_p_N15_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // ReacLib set derived from li10r
     ln_set_rate =  30.912955526352267 + -143.65591378057286 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  143.65591378057286 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -463,13 +463,13 @@ void rate_O16_to_p_N15_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  44.33999552635227 + -140.73276378057287 * tfactors.T9i + -15.24 * tfactors.T913i + 0.334926 * tfactors.T913
                          + 4.59088 * tfactors.T9 + -4.78468 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  140.73276378057287 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -15.24 * tfactors.T943i + (1.0/3.0) * 0.334926 * tfactors.T923i
                                   + 4.59088 + (5.0/3.0) * -4.78468 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -483,8 +483,8 @@ void rate_O16_to_p_N15_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_to_He4_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O16_to_He4_C12_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // O16 --> He4 + C12
 
@@ -521,13 +521,13 @@ void rate_O16_to_He4_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  279.29694929711803 + -84.95157686791683 * tfactors.T9i + 103.411 * tfactors.T913i + -420.567 * tfactors.T913
                          + 64.0874 * tfactors.T9 + -12.4624 * tfactors.T953 + 138.803 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  84.95157686791683 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 103.411 * tfactors.T943i + (1.0/3.0) * -420.567 * tfactors.T923i
                                   + 64.0874 + (5.0/3.0) * -12.4624 * tfactors.T923 + 138.803 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -542,13 +542,13 @@ void rate_O16_to_He4_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  94.31554929711803 + -84.50314686791683 * tfactors.T9i + 58.9128 * tfactors.T913i + -148.273 * tfactors.T913
                          + 9.08324 * tfactors.T9 + -0.541041 * tfactors.T953 + 71.8554 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  84.50314686791683 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 58.9128 * tfactors.T943i + (1.0/3.0) * -148.273 * tfactors.T923i
                                   + 9.08324 + (5.0/3.0) * -0.541041 * tfactors.T923 + 71.8554 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -562,8 +562,8 @@ void rate_O16_to_He4_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_F17_to_p_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_F17_to_p_O16_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // F17 --> p + O16
 
@@ -599,13 +599,13 @@ void rate_F17_to_p_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  40.93184403787935 + -6.965832070525503 * tfactors.T9i + -16.696 * tfactors.T913i + -1.16252 * tfactors.T913
                          + 0.267703 * tfactors.T9 + -0.0338411 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  6.965832070525503 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -16.696 * tfactors.T943i + (1.0/3.0) * -1.16252 * tfactors.T923i
                                   + 0.267703 + (5.0/3.0) * -0.0338411 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -619,8 +619,8 @@ void rate_F17_to_p_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_F18_to_p_O17_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_F18_to_p_O17_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // F18 --> p + O17
 
@@ -656,13 +656,13 @@ void rate_F18_to_p_O17_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  33.72287495567065 + -71.29605321275191 * tfactors.T9i + 2.31435 * tfactors.T913
                          + -0.302835 * tfactors.T9 + 0.020133 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  71.29605321275191 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 2.31435 * tfactors.T923i
                                   + -0.302835 + (5.0/3.0) * 0.020133 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -676,12 +676,12 @@ void rate_F18_to_p_O17_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // ReacLib set derived from il10r
     ln_set_rate =  11.255394955670651 + -65.81406921275192 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  65.81406921275192 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -696,13 +696,13 @@ void rate_F18_to_p_O17_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  40.22529495567065 + -65.06777321275192 * tfactors.T9i + -16.4035 * tfactors.T913i + 4.31885 * tfactors.T913
                          + -0.709921 * tfactors.T9 + -2.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  65.06777321275192 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -16.4035 * tfactors.T943i + (1.0/3.0) * 4.31885 * tfactors.T923i
                                   + -0.709921 + (5.0/3.0) * -2.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -716,8 +716,8 @@ void rate_F18_to_p_O17_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_F18_to_He4_N14_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_F18_to_He4_N14_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // F18 --> He4 + N14
 
@@ -753,12 +753,12 @@ void rate_F18_to_He4_N14_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     // ReacLib set derived from il10r
     ln_set_rate =  38.61662473666887 + -62.20224752987261 * tfactors.T9i + -5.6227 * tfactors.T913i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  62.20224752987261 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -5.6227 * tfactors.T943i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -772,12 +772,12 @@ void rate_F18_to_He4_N14_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     // ReacLib set derived from il10r
     ln_set_rate =  24.91396273666887 + -56.396987529872604 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  56.396987529872604 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -792,13 +792,13 @@ void rate_F18_to_He4_N14_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  46.25102473666887 + -51.236647529872606 * tfactors.T9i + -36.2504 * tfactors.T913i
                          + -5.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  51.236647529872606 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -36.2504 * tfactors.T943i
                                   + (5.0/3.0) * -5.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -812,8 +812,8 @@ void rate_F18_to_He4_N14_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_F19_to_p_O18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_F19_to_p_O18_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // F19 --> p + O18
 
@@ -849,13 +849,13 @@ void rate_F19_to_p_O18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  42.868088644181995 + -92.7618744782197 * tfactors.T9i + -16.7246 * tfactors.T913i
                          + -3.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  92.7618744782197 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -16.7246 * tfactors.T943i
                                   + (5.0/3.0) * -3.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -870,13 +870,13 @@ void rate_F19_to_p_O18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  30.219848644181997 + -99.4871744782197 * tfactors.T9i + 3.99059 * tfactors.T913
                          + -0.593127 * tfactors.T9 + 0.0877534 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  99.4871744782197 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 3.99059 * tfactors.T923i
                                   + -0.593127 + (5.0/3.0) * 0.0877534 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -890,12 +890,12 @@ void rate_F19_to_p_O18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // ReacLib set derived from il10r
     ln_set_rate =  28.027568644181997 + -94.41868447821969 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  94.41868447821969 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -909,12 +909,12 @@ void rate_F19_to_p_O18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // ReacLib set derived from il10r
     ln_set_rate =  -12.056811355818002 + -93.0066174782197 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  93.0066174782197 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -928,8 +928,8 @@ void rate_F19_to_p_O18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_F19_to_He4_N15_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_F19_to_He4_N15_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // F19 --> He4 + N15
 
@@ -966,13 +966,13 @@ void rate_F19_to_He4_N15_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -4.0595772096034 + -50.77806404408662 * tfactors.T9i + 35.4292 * tfactors.T913
                          + -5.5767 * tfactors.T9 + 0.441293 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  50.77806404408662 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 35.4292 * tfactors.T923i
                                   + -5.5767 + (5.0/3.0) * 0.441293 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -986,12 +986,12 @@ void rate_F19_to_He4_N15_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     // ReacLib set derived from il10r
     ln_set_rate =  28.273522790396598 + -53.56282404408662 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  53.56282404408662 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1005,12 +1005,12 @@ void rate_F19_to_He4_N15_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     // ReacLib set derived from il10r
     ln_set_rate =  15.3204027903966 + -50.75615404408662 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  50.75615404408662 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1025,13 +1025,13 @@ void rate_F19_to_He4_N15_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  50.130922790396596 + -46.57820404408662 * tfactors.T9i + -36.2324 * tfactors.T913i
                          + -2.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  46.57820404408662 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -36.2324 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1045,8 +1045,8 @@ void rate_F19_to_He4_N15_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ne18_to_p_F17_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ne18_to_p_F17_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ne18 --> p + F17
 
@@ -1082,13 +1082,13 @@ void rate_Ne18_to_p_F17_derived(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  17.58370046698957 + -45.55769965436449 * tfactors.T9i + -14.2191 * tfactors.T913i + 34.0647 * tfactors.T913
                          + -16.5698 * tfactors.T9 + 2.48116 * tfactors.T953 + -0.6337600000000001 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  45.55769965436449 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -14.2191 * tfactors.T943i + (1.0/3.0) * 34.0647 * tfactors.T923i
                                   + -16.5698 + (5.0/3.0) * 2.48116 * tfactors.T923 + -0.6337600000000001 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1103,13 +1103,13 @@ void rate_Ne18_to_p_F17_derived(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  53.00858046698957 + -50.485039254364494 * tfactors.T9i + -21.3249 * tfactors.T913i + -0.230774 * tfactors.T913
                          + 0.917931 * tfactors.T9 + -0.0440377 * tfactors.T953 + -5.86014 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  50.485039254364494 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -21.3249 * tfactors.T943i + (1.0/3.0) * -0.230774 * tfactors.T923i
                                   + 0.917931 + (5.0/3.0) * -0.0440377 * tfactors.T923 + -5.86014 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1123,8 +1123,8 @@ void rate_Ne18_to_p_F17_derived(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ne18_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ne18_to_He4_O14_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ne18 --> He4 + O14
 
@@ -1160,13 +1160,13 @@ void rate_Ne18_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  51.160347955038674 + -59.35823432141371 * tfactors.T9i + -39.38 * tfactors.T913i + -0.0772187 * tfactors.T913
                          + -0.635361 * tfactors.T9 + 0.106236 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  59.35823432141371 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.38 * tfactors.T943i + (1.0/3.0) * -0.0772187 * tfactors.T923i
                                   + -0.635361 + (5.0/3.0) * 0.106236 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1181,13 +1181,13 @@ void rate_Ne18_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  20.01796795503867 + -71.51723432141371 * tfactors.T9i
                          + 6.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  71.51723432141371 * tfactors.T9i * tfactors.T9i
                                   + 6.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1201,12 +1201,12 @@ void rate_Ne18_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     // ReacLib set derived from wh87r
     ln_set_rate =  28.243807955038672 + -81.96823432141372 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  81.96823432141372 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1220,12 +1220,12 @@ void rate_Ne18_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     // ReacLib set derived from wh87r
     ln_set_rate =  22.56327795503867 + -71.08823432141371 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  71.08823432141371 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1239,8 +1239,8 @@ void rate_Ne18_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ne19_to_p_F18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ne19_to_p_F18_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ne19 --> p + F18
 
@@ -1276,13 +1276,13 @@ void rate_Ne19_to_p_F18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  18.192220240787112 + -77.27667559674641 * tfactors.T9i + 13.1683 * tfactors.T913
                          + -1.92023 * tfactors.T9 + 0.16901 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  77.27667559674641 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 13.1683 * tfactors.T923i
                                   + -1.92023 + (5.0/3.0) * 0.16901 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1297,13 +1297,13 @@ void rate_Ne19_to_p_F18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -5.39950975921289 + -74.78415559674642 * tfactors.T9i + 22.4903 * tfactors.T913
                          + 0.307872 * tfactors.T9 + -0.296226 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  74.78415559674642 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 22.4903 * tfactors.T923i
                                   + 0.307872 + (5.0/3.0) * -0.296226 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1318,13 +1318,13 @@ void rate_Ne19_to_p_F18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  81.45789024078711 + -74.38520559674642 * tfactors.T9i + -21.4023 * tfactors.T913i + -93.766 * tfactors.T913
                          + 179.258 * tfactors.T9 + -202.561 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  74.38520559674642 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -21.4023 * tfactors.T943i + (1.0/3.0) * -93.766 * tfactors.T923i
                                   + 179.258 + (5.0/3.0) * -202.561 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1338,8 +1338,8 @@ void rate_Ne19_to_p_F18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ne19_to_He4_O15_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ne19_to_He4_O15_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ne19 --> He4 + O15
 
@@ -1375,13 +1375,13 @@ void rate_Ne19_to_He4_O15_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -7.510242070092687 + -45.15053612970033 * tfactors.T9i + -3.24609 * tfactors.T913i + 44.4647 * tfactors.T913
                          + -9.79962 * tfactors.T9 + 0.841782 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  45.15053612970033 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -3.24609 * tfactors.T943i + (1.0/3.0) * 44.4647 * tfactors.T923i
                                   + -9.79962 + (5.0/3.0) * 0.841782 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1395,12 +1395,12 @@ void rate_Ne19_to_He4_O15_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     // ReacLib set derived from dc11r
     ln_set_rate =  24.694111429907313 + -46.83053612970032 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  46.83053612970032 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1415,13 +1415,13 @@ void rate_Ne19_to_He4_O15_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  51.03075792990731 + -40.946146129700324 * tfactors.T9i + -39.578 * tfactors.T913i
                          + -3.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  40.946146129700324 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.578 * tfactors.T943i
                                   + (5.0/3.0) * -3.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1435,8 +1435,8 @@ void rate_Ne19_to_He4_O15_derived(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ne20_to_p_F19_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ne20_to_p_F19_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ne20 --> p + F19
 
@@ -1472,13 +1472,13 @@ void rate_Ne20_to_p_F19_derived(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  18.711255537457795 + -156.78628300750532 * tfactors.T9i + 31.6442 * tfactors.T913i + -58.6563 * tfactors.T913
                          + 67.7365 * tfactors.T9 + -22.9721 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  156.78628300750532 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 31.6442 * tfactors.T943i + (1.0/3.0) * -58.6563 * tfactors.T923i
                                   + 67.7365 + (5.0/3.0) * -22.9721 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1493,13 +1493,13 @@ void rate_Ne20_to_p_F19_derived(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  36.72378553745779 + -150.75597300750533 * tfactors.T9i + -11.3832 * tfactors.T913i + 5.47872 * tfactors.T913
                          + -1.07203 * tfactors.T9 + 0.11196 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  150.75597300750533 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -11.3832 * tfactors.T943i + (1.0/3.0) * 5.47872 * tfactors.T923i
                                   + -1.07203 + (5.0/3.0) * 0.11196 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1514,13 +1514,13 @@ void rate_Ne20_to_p_F19_derived(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  42.62288553745779 + -149.04214300750533 * tfactors.T9i + -18.116 * tfactors.T913i + -1.4622 * tfactors.T913
                          + 6.95113 * tfactors.T9 + -2.90366 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  149.04214300750533 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -18.116 * tfactors.T943i + (1.0/3.0) * -1.4622 * tfactors.T923i
                                   + 6.95113 + (5.0/3.0) * -2.90366 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1534,8 +1534,8 @@ void rate_Ne20_to_p_F19_derived(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ne20 --> He4 + O16
 
@@ -1570,12 +1570,12 @@ void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     // ReacLib set derived from co10r
     ln_set_rate =  28.644822801502126 + -65.24608327101186 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  65.24608327101186 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1590,13 +1590,13 @@ void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  48.662112801502126 + -54.887583271011856 * tfactors.T9i + -39.7262 * tfactors.T913i + -0.210799 * tfactors.T913
                          + 0.442879 * tfactors.T9 + -0.0797753 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  54.887583271011856 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.7262 * tfactors.T943i + (1.0/3.0) * -0.210799 * tfactors.T923i
                                   + 0.442879 + (5.0/3.0) * -0.0797753 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1611,13 +1611,13 @@ void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  34.267592801502126 + -67.65188327101185 * tfactors.T9i + -3.65925 * tfactors.T913
                          + 0.714224 * tfactors.T9 + -0.00107508 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  67.65188327101185 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -3.65925 * tfactors.T923i
                                   + 0.714224 + (5.0/3.0) * -0.00107508 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1631,8 +1631,8 @@ void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mg22_to_He4_Ne18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mg22_to_He4_Ne18_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Mg22 --> He4 + Ne18
 
@@ -1668,13 +1668,13 @@ void rate_Mg22_to_He4_Ne18_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  57.680013188545345 + -94.4898569232192 * tfactors.T9i + -46.4859 * tfactors.T913i + 0.956741 * tfactors.T913
                          + -0.914402 * tfactors.T9 + 0.0722478 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  94.4898569232192 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -46.4859 * tfactors.T943i + (1.0/3.0) * 0.956741 * tfactors.T923i
                                   + -0.914402 + (5.0/3.0) * 0.0722478 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1688,8 +1688,8 @@ void rate_Mg22_to_He4_Ne18_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Mg24 --> He4 + Ne20
 
@@ -1725,13 +1725,13 @@ void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  16.022538839949377 + -120.89510873006793 * tfactors.T9i + 16.9229 * tfactors.T913
                          + -2.57325 * tfactors.T9 + 0.208997 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  120.89510873006793 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 16.9229 * tfactors.T923i
                                   + -2.57325 + (5.0/3.0) * 0.208997 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1745,12 +1745,12 @@ void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amre
     // ReacLib set derived from il10r
     ln_set_rate =  26.803878839949377 + -117.33446873006793 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  117.33446873006793 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1764,12 +1764,12 @@ void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amre
     // ReacLib set derived from il10r
     ln_set_rate =  -13.884691160050625 + -110.62025873006793 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  110.62025873006793 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1784,13 +1784,13 @@ void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  49.32660883994937 + -108.11420873006793 * tfactors.T9i + -46.2525 * tfactors.T913i + 5.58901 * tfactors.T913
                          + 7.61843 * tfactors.T9 + -3.683 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  108.11420873006793 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -46.2525 * tfactors.T943i + (1.0/3.0) * 5.58901 * tfactors.T923i
                                   + 7.61843 + (5.0/3.0) * -3.683 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1804,8 +1804,8 @@ void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // C12 --> 3 He4
 
@@ -1837,13 +1837,13 @@ void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  34.96090397991297 + -85.44440046993657 * tfactors.T9i + -23.57 * tfactors.T913i + 20.4886 * tfactors.T913
                          + -12.9882 * tfactors.T9 + -20.0 * tfactors.T953 + 0.8333300000000001 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  85.44440046993657 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -23.57 * tfactors.T943i + (1.0/3.0) * 20.4886 * tfactors.T923i
                                   + -12.9882 + (5.0/3.0) * -20.0 * tfactors.T923 + 0.8333300000000001 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1858,13 +1858,13 @@ void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  45.77825197991297 + -84.41994046993656 * tfactors.T9i + -37.06 * tfactors.T913i + 29.3493 * tfactors.T913
                          + -115.507 * tfactors.T9 + -10.0 * tfactors.T953 + 1.66667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  84.41994046993656 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -37.06 * tfactors.T943i + (1.0/3.0) * 29.3493 * tfactors.T923i
                                   + -115.507 + (5.0/3.0) * -10.0 * tfactors.T923 + 1.66667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1879,13 +1879,13 @@ void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  22.398803979912973 + -88.54650046993656 * tfactors.T9i + -13.49 * tfactors.T913i + 21.4259 * tfactors.T913
                          + -1.34769 * tfactors.T9 + 0.0879816 * tfactors.T953 + -10.1653 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  88.54650046993656 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -13.49 * tfactors.T943i + (1.0/3.0) * 21.4259 * tfactors.T923i
                                   + -1.34769 + (5.0/3.0) * 0.0879816 * tfactors.T923 + -10.1653 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1899,8 +1899,8 @@ void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_C12_to_p_N15_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_C12_to_p_N15_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // C12 + He4 --> p + N15
 
@@ -1944,13 +1944,13 @@ void rate_He4_C12_to_p_N15_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  27.135846229234243 + -57.62215691264642 * tfactors.T9i + -15.253 * tfactors.T913i + 1.59318 * tfactors.T913
                          + 2.4479 * tfactors.T9 + -2.19708 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  57.62215691264642 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -15.253 * tfactors.T943i + (1.0/3.0) * 1.59318 * tfactors.T923i
                                   + 2.4479 + (5.0/3.0) * -2.19708 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1965,13 +1965,13 @@ void rate_He4_C12_to_p_N15_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -6.915773770765759 + -58.78595691264642 * tfactors.T9i + 22.7105 * tfactors.T913
                          + -2.90707 * tfactors.T9 + 0.205754 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  58.78595691264642 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 22.7105 * tfactors.T923i
                                   + -2.90707 + (5.0/3.0) * 0.205754 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1986,13 +1986,13 @@ void rate_He4_C12_to_p_N15_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.556646229234243 + -65.02815691264642 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  65.02815691264642 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2007,13 +2007,13 @@ void rate_He4_C12_to_p_N15_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -5.21402377076576 + -59.643326912646415 * tfactors.T9i + 30.8497 * tfactors.T913
                          + -8.50433 * tfactors.T9 + -1.54426 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  59.643326912646415 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 30.8497 * tfactors.T923i
                                   + -8.50433 + (5.0/3.0) * -1.54426 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2027,8 +2027,8 @@ void rate_He4_C12_to_p_N15_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_N14_to_p_O17_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_N14_to_p_O17_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // N14 + He4 --> p + O17
 
@@ -2071,13 +2071,13 @@ void rate_He4_N14_to_p_O17_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -7.592359780998223 + -14.584520682879308 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  14.584520682879308 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2092,13 +2092,13 @@ void rate_He4_N14_to_p_O17_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  19.194270219001776 + -13.831125682879309 * tfactors.T9i + -16.9078 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  13.831125682879309 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -16.9078 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2113,13 +2113,13 @@ void rate_He4_N14_to_p_O17_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  9.789270219001777 + -18.78977568287931 * tfactors.T9i + 5.10182 * tfactors.T913
                          + 0.379373 * tfactors.T9 + -0.0672515 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  18.78977568287931 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 5.10182 * tfactors.T923i
                                   + 0.379373 + (5.0/3.0) * -0.0672515 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2134,13 +2134,13 @@ void rate_He4_N14_to_p_O17_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  5.148870219001777 + -15.945895682879309 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  15.945895682879309 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2154,8 +2154,8 @@ void rate_He4_N14_to_p_O17_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_N15_to_p_O18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_N15_to_p_O18_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // N15 + He4 --> p + O18
 
@@ -2198,13 +2198,13 @@ void rate_He4_N15_to_p_O18_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -29.6926341462146 + -46.42955443414268 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  46.42955443414268 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2219,13 +2219,13 @@ void rate_He4_N15_to_p_O18_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  25.178865853785396 + -46.183670434142684 * tfactors.T9i + -16.6979 * tfactors.T913i
                          + -3.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  46.183670434142684 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -16.6979 * tfactors.T943i
                                   + (5.0/3.0) * -3.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2240,13 +2240,13 @@ void rate_He4_N15_to_p_O18_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  7.155285853785398 + -51.50702043414268 * tfactors.T9i + 11.6568 * tfactors.T913
                          + -2.16303 * tfactors.T9 + 0.209965 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  51.50702043414268 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 11.6568 * tfactors.T923i
                                   + -2.16303 + (5.0/3.0) * 0.209965 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2261,13 +2261,13 @@ void rate_He4_N15_to_p_O18_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  8.4842658537854 + -47.84667043414268 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  47.84667043414268 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2281,8 +2281,8 @@ void rate_He4_N15_to_p_O18_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O15_to_p_F18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O15_to_p_F18_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // O15 + He4 --> p + F18
 
@@ -2324,13 +2324,13 @@ void rate_He4_O15_to_p_F18_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  1.0671723108797964 + -36.45580946704611 * tfactors.T9i + 13.3223 * tfactors.T913
                          + -1.36696 * tfactors.T9 + 0.0757363 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  36.45580946704611 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 13.3223 * tfactors.T923i
                                   + -1.36696 + (5.0/3.0) * 0.0757363 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2345,13 +2345,13 @@ void rate_He4_O15_to_p_F18_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -32.4286676891202 + -33.81549146704611 * tfactors.T9i + 61.738 * tfactors.T913
                          + -108.29 * tfactors.T9 + -34.2365 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  33.81549146704611 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 61.738 * tfactors.T923i
                                   + -108.29 + (5.0/3.0) * -34.2365 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2366,13 +2366,13 @@ void rate_He4_O15_to_p_F18_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  61.315932310879795 + -33.43905946704611 * tfactors.T9i + -21.4023 * tfactors.T913i + -80.8891 * tfactors.T913
                          + 134.6 * tfactors.T9 + -126.504 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  33.43905946704611 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -21.4023 * tfactors.T943i + (1.0/3.0) * -80.8891 * tfactors.T923i
                                   + 134.6 + (5.0/3.0) * -126.504 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2386,8 +2386,8 @@ void rate_He4_O15_to_p_F18_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O16_to_He4_N13_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O16_to_He4_N13_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // O16 + p --> He4 + N13
 
@@ -2430,13 +2430,13 @@ void rate_p_O16_to_He4_N13_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  42.21642061342456 + -60.557329596678294 * tfactors.T9i + -35.829 * tfactors.T913i + -0.530275 * tfactors.T913
                          + -0.982462 * tfactors.T9 + 0.0808059 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  60.557329596678294 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -35.829 * tfactors.T943i + (1.0/3.0) * -0.530275 * tfactors.T923i
                                   + -0.982462 + (5.0/3.0) * 0.0808059 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2450,8 +2450,8 @@ void rate_p_O16_to_He4_N13_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O16_to_p_F19_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O16_to_p_F19_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // O16 + He4 --> p + F19
 
@@ -2493,13 +2493,13 @@ void rate_He4_O16_to_p_F19_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -53.121227264044336 + -94.28220973651266 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  94.28220973651266 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2514,13 +2514,13 @@ void rate_He4_O16_to_p_F19_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  25.874672735955667 + -94.15455973651265 * tfactors.T9i + -18.116 * tfactors.T913i
                          + 1.86674 * tfactors.T9 + -7.5666 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  94.15455973651265 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -18.116 * tfactors.T943i
                                   + 1.86674 + (5.0/3.0) * -7.5666 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2535,13 +2535,13 @@ void rate_He4_O16_to_p_F19_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  13.941672735955667 + -97.44055973651265 * tfactors.T9i
                          + -0.21103 * tfactors.T9 + 2.87702 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  97.44055973651265 * tfactors.T9i * tfactors.T9i
                                   + -0.21103 + 2.87702 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2556,13 +2556,13 @@ void rate_He4_O16_to_p_F19_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  14.778572735955667 + -97.90640973651266 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  97.90640973651266 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2577,13 +2577,13 @@ void rate_He4_O16_to_p_F19_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  7.822072735955667 + -96.62283973651265 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  96.62283973651265 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2597,8 +2597,8 @@ void rate_He4_O16_to_p_F19_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_F17_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_F17_to_He4_O14_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // F17 + p --> He4 + O14
 
@@ -2640,13 +2640,13 @@ void rate_p_F17_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  11.415567488049104 + -25.85518506704921 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  25.85518506704921 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2661,13 +2661,13 @@ void rate_p_F17_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  17.938467488049106 + -39.83288506704921 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  39.83288506704921 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2682,13 +2682,13 @@ void rate_p_F17_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  40.122467488049104 + -13.83288506704921 * tfactors.T9i + -39.388 * tfactors.T913i + -17.4673 * tfactors.T913
                          + 35.3029 * tfactors.T9 + -24.8162 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  13.83288506704921 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.388 * tfactors.T943i + (1.0/3.0) * -17.4673 * tfactors.T923i
                                   + 35.3029 + (5.0/3.0) * -24.8162 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2703,13 +2703,13 @@ void rate_p_F17_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  15.595367488049106 + -36.34288506704921 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  36.34288506704921 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2724,13 +2724,13 @@ void rate_p_F17_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  10.405067488049104 + -27.43288506704921 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  27.43288506704921 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2745,13 +2745,13 @@ void rate_p_F17_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -106.80433251195089 + -14.285921067049209 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  14.285921067049209 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2765,8 +2765,8 @@ void rate_p_F17_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_F17_to_p_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_F17_to_p_Ne20_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // F17 + He4 --> p + Ne20
 
@@ -2808,13 +2808,13 @@ void rate_He4_F17_to_p_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  38.645331236377224 + -0.004848799532844339 * tfactors.T9i + -43.18 * tfactors.T913i + 4.46827 * tfactors.T913
                          + -1.63915 * tfactors.T9 + 0.123483 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  0.004848799532844339 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -43.18 * tfactors.T943i + (1.0/3.0) * 4.46827 * tfactors.T923i
                                   + -1.63915 + (5.0/3.0) * 0.123483 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2828,8 +2828,8 @@ void rate_He4_F17_to_p_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ne20_to_C12_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ne20_to_C12_C12_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ne20 + He4 --> C12 + C12
 
@@ -2866,13 +2866,13 @@ void rate_He4_Ne20_to_C12_C12_derived(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  61.474151468919175 + -53.57824966896331 * tfactors.T9i + -84.165 * tfactors.T913i + -1.56627 * tfactors.T913
                          + -0.0736084 * tfactors.T9 + -0.072797 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  53.57824966896331 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -84.165 * tfactors.T943i + (1.0/3.0) * -1.56627 * tfactors.T923i
                                   + -0.0736084 + (5.0/3.0) * -0.072797 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2886,8 +2886,8 @@ void rate_He4_Ne20_to_C12_C12_derived(const tf_t& tfactors, amrex::Real& rate, a
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mg24_to_C12_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mg24_to_C12_O16_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Mg24 + He4 --> C12 + O16
 
@@ -2929,13 +2929,13 @@ void rate_He4_Mg24_to_C12_O16_derived(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  49.57295819231048 + -78.2098115311048 * tfactors.T9i + -133.413 * tfactors.T913i + 50.1572 * tfactors.T913
                          + -3.15987 * tfactors.T9 + 0.0178251 * tfactors.T953 + -23.7027 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  78.2098115311048 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -133.413 * tfactors.T943i + (1.0/3.0) * 50.1572 * tfactors.T923i
                                   + -3.15987 + (5.0/3.0) * 0.0178251 * tfactors.T923 + -23.7027 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2965,186 +2965,426 @@ fill_derived_rates(const tf_t& tfactors, T& rate_eval)
 
     pf_cache.index_temp_array_1 = interp_net::find_index(tfactors.T9, part_fun::temp_array_1);
 
-    rate_N13_to_p_C12_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_N13_to_p_C12_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_N13_to_p_C12_derived) = drate_dT;
+    {
+        // N13_to_p_C12_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_N13_to_p_C12_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_N13_to_p_C12_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_N13_to_p_C12_derived) = drate_dT;
+        }
     }
-    rate_N14_to_p_C13_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_N14_to_p_C13_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_N14_to_p_C13_derived) = drate_dT;
 
-    }
-    rate_O14_to_p_N13_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_O14_to_p_N13_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O14_to_p_N13_derived) = drate_dT;
+    {
+        // N14_to_p_C13_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_N14_to_p_C13_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_N14_to_p_C13_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_N14_to_p_C13_derived) = drate_dT;
+        }
     }
-    rate_O15_to_p_N14_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_O15_to_p_N14_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O15_to_p_N14_derived) = drate_dT;
 
-    }
-    rate_O16_to_p_N15_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_O16_to_p_N15_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_to_p_N15_derived) = drate_dT;
+    {
+        // O14_to_p_N13_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O14_to_p_N13_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_O14_to_p_N13_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O14_to_p_N13_derived) = drate_dT;
+        }
     }
-    rate_O16_to_He4_C12_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_O16_to_He4_C12_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_to_He4_C12_derived) = drate_dT;
 
-    }
-    rate_F17_to_p_O16_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_F17_to_p_O16_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_F17_to_p_O16_derived) = drate_dT;
+    {
+        // O15_to_p_N14_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O15_to_p_N14_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_O15_to_p_N14_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O15_to_p_N14_derived) = drate_dT;
+        }
     }
-    rate_F18_to_p_O17_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_F18_to_p_O17_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_F18_to_p_O17_derived) = drate_dT;
 
-    }
-    rate_F18_to_He4_N14_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_F18_to_He4_N14_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_F18_to_He4_N14_derived) = drate_dT;
+    {
+        // O16_to_p_N15_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O16_to_p_N15_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_O16_to_p_N15_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O16_to_p_N15_derived) = drate_dT;
+        }
     }
-    rate_F19_to_p_O18_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_F19_to_p_O18_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_F19_to_p_O18_derived) = drate_dT;
 
-    }
-    rate_F19_to_He4_N15_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_F19_to_He4_N15_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_F19_to_He4_N15_derived) = drate_dT;
+    {
+        // O16_to_He4_C12_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O16_to_He4_C12_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_O16_to_He4_C12_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O16_to_He4_C12_derived) = drate_dT;
+        }
     }
-    rate_Ne18_to_p_F17_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ne18_to_p_F17_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ne18_to_p_F17_derived) = drate_dT;
 
-    }
-    rate_Ne18_to_He4_O14_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ne18_to_He4_O14_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ne18_to_He4_O14_derived) = drate_dT;
+    {
+        // F17_to_p_O16_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_F17_to_p_O16_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_F17_to_p_O16_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_F17_to_p_O16_derived) = drate_dT;
+        }
     }
-    rate_Ne19_to_p_F18_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ne19_to_p_F18_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ne19_to_p_F18_derived) = drate_dT;
 
-    }
-    rate_Ne19_to_He4_O15_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ne19_to_He4_O15_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ne19_to_He4_O15_derived) = drate_dT;
+    {
+        // F18_to_p_O17_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_F18_to_p_O17_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_F18_to_p_O17_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_F18_to_p_O17_derived) = drate_dT;
+        }
     }
-    rate_Ne20_to_p_F19_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ne20_to_p_F19_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ne20_to_p_F19_derived) = drate_dT;
 
-    }
-    rate_Ne20_to_He4_O16_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ne20_to_He4_O16_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ne20_to_He4_O16_derived) = drate_dT;
+    {
+        // F18_to_He4_N14_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_F18_to_He4_N14_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_F18_to_He4_N14_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_F18_to_He4_N14_derived) = drate_dT;
+        }
     }
-    rate_Mg22_to_He4_Ne18_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Mg22_to_He4_Ne18_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mg22_to_He4_Ne18_derived) = drate_dT;
 
-    }
-    rate_Mg24_to_He4_Ne20_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Mg24_to_He4_Ne20_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mg24_to_He4_Ne20_derived) = drate_dT;
+    {
+        // F19_to_p_O18_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_F19_to_p_O18_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_F19_to_p_O18_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_F19_to_p_O18_derived) = drate_dT;
+        }
     }
-    rate_C12_to_He4_He4_He4_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_C12_to_He4_He4_He4_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_to_He4_He4_He4_derived) = drate_dT;
 
-    }
-    rate_He4_C12_to_p_N15_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_C12_to_p_N15_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_C12_to_p_N15_derived) = drate_dT;
+    {
+        // F19_to_He4_N15_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_F19_to_He4_N15_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_F19_to_He4_N15_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_F19_to_He4_N15_derived) = drate_dT;
+        }
     }
-    rate_He4_N14_to_p_O17_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_N14_to_p_O17_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_N14_to_p_O17_derived) = drate_dT;
 
-    }
-    rate_He4_N15_to_p_O18_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_N15_to_p_O18_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_N15_to_p_O18_derived) = drate_dT;
+    {
+        // Ne18_to_p_F17_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne18_to_p_F17_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ne18_to_p_F17_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ne18_to_p_F17_derived) = drate_dT;
+        }
     }
-    rate_He4_O15_to_p_F18_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_O15_to_p_F18_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O15_to_p_F18_derived) = drate_dT;
 
-    }
-    rate_p_O16_to_He4_N13_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_O16_to_He4_N13_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O16_to_He4_N13_derived) = drate_dT;
+    {
+        // Ne18_to_He4_O14_derived
 
-    }
-    rate_He4_O16_to_p_F19_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_O16_to_p_F19_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O16_to_p_F19_derived) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne18_to_He4_O14_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ne18_to_He4_O14_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ne18_to_He4_O14_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_p_F17_to_He4_O14_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_F17_to_He4_O14_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_F17_to_He4_O14_derived) = drate_dT;
+    {
+        // Ne19_to_p_F18_derived
 
-    }
-    rate_He4_F17_to_p_Ne20_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_F17_to_p_Ne20_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_F17_to_p_Ne20_derived) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne19_to_p_F18_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ne19_to_p_F18_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ne19_to_p_F18_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_He4_Ne20_to_C12_C12_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Ne20_to_C12_C12_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_C12_C12_derived) = drate_dT;
+    {
+        // Ne19_to_He4_O15_derived
 
-    }
-    rate_He4_Mg24_to_C12_O16_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Mg24_to_C12_O16_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_C12_O16_derived) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne19_to_He4_O15_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ne19_to_He4_O15_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ne19_to_He4_O15_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ne20_to_p_F19_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne20_to_p_F19_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ne20_to_p_F19_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ne20_to_p_F19_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ne20_to_He4_O16_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne20_to_He4_O16_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ne20_to_He4_O16_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ne20_to_He4_O16_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Mg22_to_He4_Ne18_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mg22_to_He4_Ne18_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Mg22_to_He4_Ne18_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mg22_to_He4_Ne18_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Mg24_to_He4_Ne20_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mg24_to_He4_Ne20_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Mg24_to_He4_Ne20_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mg24_to_He4_Ne20_derived) = drate_dT;
+        }
+    }
+
+    {
+        // C12_to_He4_He4_He4_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_C12_to_He4_He4_He4_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_C12_to_He4_He4_He4_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_to_He4_He4_He4_derived) = drate_dT;
+        }
+    }
 
+    {
+        // He4_C12_to_p_N15_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_C12);
+        }
+#endif
+        rate_He4_C12_to_p_N15_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_C12_to_p_N15_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_C12_to_p_N15_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_N14_to_p_O17_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_N14);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_N14);
+        }
+#endif
+        rate_He4_N14_to_p_O17_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_N14_to_p_O17_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_N14_to_p_O17_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_N15_to_p_O18_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_N15);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_N15);
+        }
+#endif
+        rate_He4_N15_to_p_O18_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_N15_to_p_O18_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_N15_to_p_O18_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O15_to_p_F18_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O15);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O15);
+        }
+#endif
+        rate_He4_O15_to_p_F18_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_O15_to_p_F18_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O15_to_p_F18_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_O16_to_He4_N13_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O16);
+        }
+#endif
+        rate_p_O16_to_He4_N13_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_O16_to_He4_N13_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O16_to_He4_N13_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O16_to_p_F19_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O16);
+        }
+#endif
+        rate_He4_O16_to_p_F19_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_O16_to_p_F19_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O16_to_p_F19_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_F17_to_He4_O14_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_F17);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_F17);
+        }
+#endif
+        rate_p_F17_to_He4_O14_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_F17_to_He4_O14_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_F17_to_He4_O14_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_F17_to_p_Ne20_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_F17);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_F17);
+        }
+#endif
+        rate_He4_F17_to_p_Ne20_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_F17_to_p_Ne20_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_F17_to_p_Ne20_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ne20_to_C12_C12_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ne20);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ne20);
+        }
+#endif
+        rate_He4_Ne20_to_C12_C12_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Ne20_to_C12_C12_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ne20_to_C12_C12_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mg24_to_C12_O16_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mg24);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mg24);
+        }
+#endif
+        rate_He4_Mg24_to_C12_O16_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Mg24_to_C12_O16_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mg24_to_C12_O16_derived) = drate_dT;
+        }
     }
 
+
 }
 #endif
diff --git a/networks/CNO_extras/interp_tools.H b/networks/CNO_extras/interp_tools.H
index 5444bb552a..bbc0d26855 100644
--- a/networks/CNO_extras/interp_tools.H
+++ b/networks/CNO_extras/interp_tools.H
@@ -55,7 +55,7 @@ namespace interp_net {
 
         if (x0 < x_array(left)) {
             idx = left;
-        } else if (x0 > x_array(right)) {
+        } else if (x0 >= x_array(right)) {
             idx = right - 1;
         } else {
             idx = find_index(x0, x_array);
diff --git a/networks/CNO_extras/modified_rates.H b/networks/CNO_extras/modified_rates.H
new file mode 100644
index 0000000000..37deb29474
--- /dev/null
+++ b/networks/CNO_extras/modified_rates.H
@@ -0,0 +1,31 @@
+#ifndef MODIFIED_RATES_H
+#define MODIFIED_RATES_H
+
+#include <AMReX.H>
+#include <AMReX_Print.H>
+
+#include <tfactors.H>
+#include <actual_network.H>
+#include <rate_type.H>
+#include <temperature_table_rates.H>
+#include <reaclib_rates.H>
+
+namespace modified_rates {
+
+    using namespace temp_tabular;
+
+
+    template <int do_T_derivatives, typename T>
+    AMREX_GPU_HOST_DEVICE AMREX_INLINE
+    void
+    fill_rates([[maybe_unused]] const tf_t& tfactors,
+               [[maybe_unused]] T& rate_eval)
+    {
+
+        [[maybe_unused]] amrex::Real rate;
+        [[maybe_unused]] amrex::Real drate_dT;
+
+
+    }
+}
+#endif
diff --git a/networks/CNO_extras/partition_functions.H b/networks/CNO_extras/partition_functions.H
index a3684643c8..f2d9cfbd3c 100644
--- a/networks/CNO_extras/partition_functions.H
+++ b/networks/CNO_extras/partition_functions.H
@@ -22,7 +22,7 @@ namespace part_fun {
 
     // this is T9
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> temp_array_1 = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> temp_array_1 = {
         0.01, 0.15, 0.2, 0.3, 0.4,
         0.5, 0.6, 0.7, 0.8, 0.9,
         1.0, 1.5, 2.0, 2.5, 3.0,
@@ -45,12 +45,12 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> O14_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> O14_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
-        0.0, 0.0, 0.0, 0.0, 0.04879016416943205,
+        0.0, 0.0, 0.0, 0.0, 0.04879016416943204,
         0.10436001532424286, 0.1823215567939546, 0.27763173659827955, 0.3852624007906449, 0.5007752879124892,
         0.6097655716208943, 0.712949807856125, 0.8153648132841944, 0.9082585601768908, 1.1085626195212777,
         1.269760544863939, 1.3937663759585917, 1.4906543764441336, 1.5644405465033646, 1.6193882432872684,
@@ -60,7 +60,7 @@ namespace part_fun {
         1.2781522025001875, 1.2178757094949273, 1.1568811967920856, 1.091923300517313, 1.0260415958332743,
         0.9555114450274363, 0.8878912573524571, 0.8153648132841944, 0.7419373447293773, 0.5933268452777344,
         0.4382549309311553, 0.28517894223366247, 0.12221763272424911, -0.040821994520255166, -0.2045671657412744,
-        -0.3696154552144672, -0.7874578600311866,
+        -0.36961545521446726, -0.7874578600311866,
     };
 
     constexpr amrex::Real O14_pf_threshold_T9 = 10.0;
@@ -69,12 +69,12 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> O15_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> O15_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
-        0.0, 0.0, 0.0, 0.0, 0.04879016416943205,
+        0.0, 0.0, 0.0, 0.0, 0.04879016416943204,
         0.10436001532424286, 0.1906203596086497, 0.3148107398400336, 0.47000362924573563, 0.6418538861723947,
         0.8329091229351039, 1.0296194171811581, 1.2325602611778486, 1.43746264769429, 1.9572739077056285,
         2.4849066497880004, 3.0155349008501706, 3.55820113047182, 4.109233174715851, 4.672828834461906,
@@ -93,7 +93,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> O16_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> O16_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
@@ -117,7 +117,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> O17_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> O17_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.009950330853168092, 0.009950330853168092,
@@ -141,11 +141,11 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> O18_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> O18_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
-        0.009950330853168092, 0.01980262729617973, 0.02955880224154443, 0.04879016416943205, 0.11332868530700327,
+        0.009950330853168092, 0.01980262729617973, 0.02955880224154443, 0.04879016416943204, 0.11332868530700327,
         0.19885085874516517, 0.3074846997479607, 0.4252677354043441, 0.5481214085096876, 0.883767540168595,
         1.1786549963416462, 1.4586150226995167, 1.7209792871670078, 1.965712776351493, 2.1972245773362196,
         2.424802725718295, 2.6390573296152584, 2.8622008809294686, 3.0819099697950434, 3.66612246699132,
@@ -165,10 +165,10 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> F17_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> F17_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
-        0.0, 0.009950330853168092, 0.01980262729617973, 0.02955880224154443, 0.04879016416943205,
+        0.0, 0.009950330853168092, 0.01980262729617973, 0.02955880224154443, 0.04879016416943204,
         0.058268908123975824, 0.0769610411361284, 0.08617769624105241, 0.09531017980432493, 0.12221763272424911,
         0.13976194237515863, 0.1570037488096647, 0.17395330712343798, 0.19885085874516517, 0.26236426446749106,
         0.3293037471426003, 0.41871033485818504, 0.5247285289349821, 0.6471032420585384, 0.7884573603642703,
@@ -189,7 +189,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> F18_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> F18_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.01980262729617973, 0.058268908123975824, 0.11332868530700327,
@@ -213,8 +213,8 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> F19_pf_array = {
-        0.0, 0.0, 0.0, 0.01980262729617973, 0.04879016416943205,
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> F19_pf_array = {
+        0.0, 0.0, 0.0, 0.01980262729617973, 0.04879016416943204,
         0.10436001532424286, 0.1823215567939546, 0.25464221837358075, 0.3293037471426003, 0.4054651081081644,
         0.4762341789963717, 0.7514160886839212, 0.9282193027394288, 1.0473189942805592, 1.1378330018213911,
         1.208960345836975, 1.2725655957915476, 1.3270750014599193, 1.3762440252663892, 1.4701758451005926,
@@ -237,7 +237,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ne18_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ne18_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 1.9999980000601777e-06, 8.799612822723034e-05, 0.0007846920486507036, 0.003394233068015617,
@@ -261,8 +261,8 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ne19_pf_array = {
-        0.0, 0.0, 2.9999954999842446e-06, 0.0003219481691259959, 0.003318487723826479,
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ne19_pf_array = {
+        0.0, 0.0, 2.9999954999842446e-06, 0.0003219481691259959, 0.0033184877238264794,
         0.013481711943087782, 0.03417917980009353, 0.06595532949044476, 0.10712645546785465, 0.15502315625184526,
         0.20693855676966694, 0.4661192196858503, 0.6710247746567657, 0.8227626032729527, 0.9386027570158706,
         1.0315639539149817, 1.109845294891226, 1.1784257392950268, 1.240344462774468, 1.3511613618686162,
@@ -285,7 +285,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ne20_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ne20_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 1.5999872001381317e-05, 0.00038192705657577196, 0.0025407695097516073, 0.008962714607884434,
@@ -309,7 +309,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Mg22_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Mg22_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 9.999994999180668e-07,
         2.9999954999842446e-06, 0.0003249471989398286, 0.003610474386196274, 0.015246184025410463, 0.03952355190838091,
@@ -333,10 +333,10 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Mg24_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Mg24_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
-        9.999994999180668e-07, 0.0001259920626667995, 0.0017764212290928272, 0.008665347199341391, 0.02478529122240376,
+        9.999994999180668e-07, 0.0001259920626667995, 0.0017764212290928272, 0.008665347199341391, 0.024785291222403763,
         0.05209612203517594, 0.09017063128626053, 0.13704782771330884, 0.19024508258946665, 0.30679917070896673,
         0.42717245621910793, 0.5457138884802113, 0.660894613389287, 0.773014180490088, 0.9932517730102834,
         1.2119409739751128, 1.4398351280479205, 1.682688374173693, 1.9487632180377197, 2.244955980157409,
@@ -357,7 +357,7 @@ namespace part_fun {
     // interpolation routine
 
     template <typename T>
-    AMREX_GPU_HOST_DEVICE AMREX_INLINE
+    AMREX_GPU_DEVICE AMREX_INLINE
     void interpolate_pf(const amrex::Real t9, int idx,
                         const T& temp_array, const T& pf_array,
                         amrex::Real& logpf, amrex::Real& dlogpf_dT9) {
@@ -403,7 +403,7 @@ namespace part_fun {
         amrex::Array2D<amrex::Real, 1, NumSpecTotal, 1, 2, amrex::Order::C> data;
         int index_temp_array_1{-1};
 
-        AMREX_GPU_HOST_DEVICE AMREX_INLINE
+        AMREX_GPU_DEVICE AMREX_INLINE
         pf_cache_t() {
             // The entries will be default-initialized to -900,
             // log(partition_function) should never be -900.
@@ -419,7 +419,7 @@ namespace part_fun {
 // get the partition function for nucleus inuc.  Here pf_cache
 // should already contain the index into the temp / pf arrays
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function(const int inuc,
                             [[maybe_unused]] const amrex::Real T9,
                             const part_fun::pf_cache_t& pf_cache,
@@ -525,7 +525,7 @@ void get_partition_function(const int inuc,
 // index into the arrays. Uses tfactors instead of T9 as argument,
 // and returns pf and dpf_dT instead of logpf and dlogpf_dT9
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function(const int inuc,
                             [[maybe_unused]] const tf_t& tfactors,
                             amrex::Real& pf, amrex::Real& dpf_dT) {
@@ -545,7 +545,7 @@ void get_partition_function(const int inuc,
 }
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function_cached(const int inuc, const amrex::Real T9,
                                    part_fun::pf_cache_t& pf_cache,
                                    amrex::Real& logpf, amrex::Real& dlogpf_dT9) {
@@ -563,7 +563,7 @@ void get_partition_function_cached(const int inuc, const amrex::Real T9,
 
 
 template <int spec>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 constexpr amrex::Real get_spin_state() {
 
     static_assert(spec >= 1 && spec <= NumSpec);
@@ -607,7 +607,7 @@ constexpr amrex::Real get_spin_state() {
 
 // Legacy (non-templated) interface
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 amrex::Real get_spin_state (int spec) {
 
     amrex::Real s = -1.0_rt;
diff --git a/networks/CNO_extras/pynucastro-info.txt b/networks/CNO_extras/pynucastro-info.txt
index e055581de4..6256cf5f54 100644
--- a/networks/CNO_extras/pynucastro-info.txt
+++ b/networks/CNO_extras/pynucastro-info.txt
@@ -1 +1 @@
-pynucastro version: 2.9.0-28-gbcc09d414
+pynucastro version: 2.11.0-7-g6944c31a3
diff --git a/networks/CNO_extras/rate_type.H b/networks/CNO_extras/rate_type.H
new file mode 100644
index 0000000000..4819ade44e
--- /dev/null
+++ b/networks/CNO_extras/rate_type.H
@@ -0,0 +1,25 @@
+#ifndef NET_RATE_TYPE_H
+#define NET_RATE_TYPE_H
+
+#include <actual_network.H>
+
+struct rate_t {
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  screened_rates;
+#ifdef SCREENING
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  log_screen;
+#endif
+    amrex::Real enuc_weak;
+};
+
+struct rate_derivs_t {
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  screened_rates;
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  dscreened_rates_dT;
+#ifdef SCREENING
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  log_screen;
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  dlog_screen_dT;
+#endif
+    amrex::Real enuc_weak;
+};
+
+
+#endif
\ No newline at end of file
diff --git a/networks/CNO_extras/reaclib_rates.H b/networks/CNO_extras/reaclib_rates.H
index 16e94b1655..0bdbe489c9 100644
--- a/networks/CNO_extras/reaclib_rates.H
+++ b/networks/CNO_extras/reaclib_rates.H
@@ -6,25 +6,14 @@
 
 #include <tfactors.H>
 #include <actual_network.H>
+#include <rate_type.H>
 
 using namespace Rates;
 using namespace Species;
 
-struct rate_t {
-    amrex::Array1D<amrex::Real, 1, NumRates>  screened_rates;
-    amrex::Real enuc_weak;
-};
-
-struct rate_derivs_t {
-    amrex::Array1D<amrex::Real, 1, NumRates>  screened_rates;
-    amrex::Array1D<amrex::Real, 1, NumRates>  dscreened_rates_dT;
-    amrex::Real enuc_weak;
-};
-
-
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_N13_to_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_N13_to_C13_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N13 --> C13
 
@@ -39,8 +28,12 @@ void rate_N13_to_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
     ln_set_rate =  -6.7601;
     amrex::ignore_unused(tfactors);
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 = 0.0;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -54,8 +47,8 @@ void rate_N13_to_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O14_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O14_to_N14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O14 --> N14
 
@@ -70,8 +63,12 @@ void rate_O14_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
     ln_set_rate =  -4.62354;
     amrex::ignore_unused(tfactors);
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 = 0.0;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -85,8 +82,8 @@ void rate_O14_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O15_to_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O15_to_N15_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O15 --> N15
 
@@ -101,8 +98,12 @@ void rate_O15_to_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
     ln_set_rate =  -5.17053;
     amrex::ignore_unused(tfactors);
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 = 0.0;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -116,8 +117,8 @@ void rate_O15_to_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + p --> N13
 
@@ -132,9 +133,13 @@ void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  17.1482 + -13.692 * tfactors.T913i + -0.230881 * tfactors.T913
                          + 4.44362 * tfactors.T9 + -3.15898 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -13.692 * tfactors.T943i + (1.0/3.0) * -0.230881 * tfactors.T923i
                                   + 4.44362 + (5.0/3.0) * -3.15898 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -149,9 +154,13 @@ void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  17.5428 + -3.77849 * tfactors.T9i + -5.10735 * tfactors.T913i + -2.24111 * tfactors.T913
                          + 0.148883 * tfactors.T9 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.77849 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -5.10735 * tfactors.T943i + (1.0/3.0) * -2.24111 * tfactors.T923i
                                   + 0.148883 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -165,8 +174,8 @@ void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + He4 --> O16
 
@@ -181,9 +190,13 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  254.634 + -1.84097 * tfactors.T9i + 103.411 * tfactors.T913i + -420.567 * tfactors.T913
                          + 64.0874 * tfactors.T9 + -12.4624 * tfactors.T953 + 137.303 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.84097 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 103.411 * tfactors.T943i + (1.0/3.0) * -420.567 * tfactors.T923i
                                   + 64.0874 + (5.0/3.0) * -12.4624 * tfactors.T923 + 137.303 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -198,9 +211,13 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  69.6526 + -1.39254 * tfactors.T9i + 58.9128 * tfactors.T913i + -148.273 * tfactors.T913
                          + 9.08324 * tfactors.T9 + -0.541041 * tfactors.T953 + 70.3554 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.39254 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 58.9128 * tfactors.T943i + (1.0/3.0) * -148.273 * tfactors.T923i
                                   + 9.08324 + (5.0/3.0) * -0.541041 * tfactors.T923 + 70.3554 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -214,8 +231,8 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_C13_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_C13_to_N14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C13 + p --> N14
 
@@ -230,9 +247,13 @@ void rate_p_C13_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  18.5155 + -13.72 * tfactors.T913i + -0.450018 * tfactors.T913
                          + 3.70823 * tfactors.T9 + -1.70545 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -13.72 * tfactors.T943i + (1.0/3.0) * -0.450018 * tfactors.T923i
                                   + 3.70823 + (5.0/3.0) * -1.70545 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -247,9 +268,13 @@ void rate_p_C13_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  13.9637 + -5.78147 * tfactors.T9i + -0.196703 * tfactors.T913
                          + 0.142126 * tfactors.T9 + -0.0238912 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.78147 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.196703 * tfactors.T923i
                                   + 0.142126 + (5.0/3.0) * -0.0238912 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -264,9 +289,13 @@ void rate_p_C13_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  15.1825 + -13.5543 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  13.5543 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -280,8 +309,8 @@ void rate_p_C13_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_N13_to_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_N13_to_O14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N13 + p --> O14
 
@@ -296,9 +325,13 @@ void rate_p_N13_to_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  10.9971 + -6.12602 * tfactors.T9i + 1.57122 * tfactors.T913i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.12602 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 1.57122 * tfactors.T943i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -313,9 +346,13 @@ void rate_p_N13_to_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  18.1356 + -15.1676 * tfactors.T913i + 0.0955166 * tfactors.T913
                          + 3.0659 * tfactors.T9 + -0.507339 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -15.1676 * tfactors.T943i + (1.0/3.0) * 0.0955166 * tfactors.T923i
                                   + 3.0659 + (5.0/3.0) * -0.507339 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -329,8 +366,8 @@ void rate_p_N13_to_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N14 + p --> O15
 
@@ -345,9 +382,13 @@ void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  6.73578 + -4.891 * tfactors.T9i
                          + 0.0682 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.891 * tfactors.T9i * tfactors.T9i
                                   + 0.0682 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -362,9 +403,13 @@ void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  7.65444 + -2.998 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.998 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -379,9 +424,13 @@ void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  20.1169 + -15.193 * tfactors.T913i + -4.63975 * tfactors.T913
                          + 9.73458 * tfactors.T9 + -9.55051 * tfactors.T953 + 0.333333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -15.193 * tfactors.T943i + (1.0/3.0) * -4.63975 * tfactors.T923i
                                   + 9.73458 + (5.0/3.0) * -9.55051 * tfactors.T923 + 0.333333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -396,9 +445,13 @@ void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  17.01 + -15.193 * tfactors.T913i + -0.161954 * tfactors.T913
                          + -7.52123 * tfactors.T9 + -0.987565 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -15.193 * tfactors.T943i + (1.0/3.0) * -0.161954 * tfactors.T923i
                                   + -7.52123 + (5.0/3.0) * -0.987565 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -412,8 +465,8 @@ void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_N14_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_N14_to_F18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N14 + He4 --> F18
 
@@ -428,9 +481,13 @@ void rate_He4_N14_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  13.8995 + -10.9656 * tfactors.T9i + -5.6227 * tfactors.T913i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.9656 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -5.6227 * tfactors.T943i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -445,9 +502,13 @@ void rate_He4_N14_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  0.196838 + -5.16034 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.16034 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -462,9 +523,13 @@ void rate_He4_N14_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  21.5339 + -36.2504 * tfactors.T913i
                          + -5.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -36.2504 * tfactors.T943i
                                   + (5.0/3.0) * -5.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -478,8 +543,8 @@ void rate_He4_N14_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_N15_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_N15_to_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N15 + p --> O16
 
@@ -494,9 +559,13 @@ void rate_p_N15_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  14.5444 + -10.2295 * tfactors.T9i
                          + 0.0459037 * tfactors.T9 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.2295 * tfactors.T9i * tfactors.T9i
                                   + 0.0459037 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -511,9 +580,13 @@ void rate_p_N15_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  6.59056 + -2.92315 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.92315 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -528,9 +601,13 @@ void rate_p_N15_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  20.0176 + -15.24 * tfactors.T913i + 0.334926 * tfactors.T913
                          + 4.59088 * tfactors.T9 + -4.78468 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -15.24 * tfactors.T943i + (1.0/3.0) * 0.334926 * tfactors.T923i
                                   + 4.59088 + (5.0/3.0) * -4.78468 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -544,8 +621,8 @@ void rate_p_N15_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_N15_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_N15_to_F19_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N15 + He4 --> F19
 
@@ -560,9 +637,13 @@ void rate_He4_N15_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -28.7989 + -4.19986 * tfactors.T9i + 35.4292 * tfactors.T913
                          + -5.5767 * tfactors.T9 + 0.441293 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.19986 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 35.4292 * tfactors.T923i
                                   + -5.5767 + (5.0/3.0) * 0.441293 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -577,9 +658,13 @@ void rate_He4_N15_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  3.5342 + -6.98462 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.98462 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -594,9 +679,13 @@ void rate_He4_N15_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -9.41892 + -4.17795 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.17795 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -611,9 +700,13 @@ void rate_He4_N15_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  25.3916 + -36.2324 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -36.2324 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -627,8 +720,8 @@ void rate_He4_N15_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O14_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O14_to_Ne18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O14 + He4 --> Ne18
 
@@ -643,9 +736,13 @@ void rate_He4_O14_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  26.4429 + -39.38 * tfactors.T913i + -0.0772187 * tfactors.T913
                          + -0.635361 * tfactors.T9 + 0.106236 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.38 * tfactors.T943i + (1.0/3.0) * -0.0772187 * tfactors.T923i
                                   + -0.635361 + (5.0/3.0) * 0.106236 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -660,9 +757,13 @@ void rate_He4_O14_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -4.69948 + -12.159 * tfactors.T9i
                          + 5.0 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.159 * tfactors.T9i * tfactors.T9i
                                   + 5.0 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -677,9 +778,13 @@ void rate_He4_O14_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  3.52636 + -22.61 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  22.61 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -694,9 +799,13 @@ void rate_He4_O14_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -2.15417 + -11.73 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  11.73 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -710,8 +819,8 @@ void rate_He4_O14_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O15_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O15_to_Ne19_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O15 + He4 --> Ne19
 
@@ -726,9 +835,13 @@ void rate_He4_O15_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -32.2496 + -4.20439 * tfactors.T9i + -3.24609 * tfactors.T913i + 44.4647 * tfactors.T913
                          + -9.79962 * tfactors.T9 + 0.841782 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.20439 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -3.24609 * tfactors.T943i + (1.0/3.0) * 44.4647 * tfactors.T923i
                                   + -9.79962 + (5.0/3.0) * 0.841782 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -743,9 +856,13 @@ void rate_He4_O15_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -0.0452465 + -5.88439 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.88439 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -760,9 +877,13 @@ void rate_He4_O15_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  26.2914 + -39.578 * tfactors.T913i
                          + -3.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.578 * tfactors.T943i
                                   + (5.0/3.0) * -3.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -776,8 +897,8 @@ void rate_He4_O15_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O16_to_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O16_to_F17_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + p --> F17
 
@@ -792,9 +913,13 @@ void rate_p_O16_to_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  19.0904 + -16.696 * tfactors.T913i + -1.16252 * tfactors.T913
                          + 0.267703 * tfactors.T9 + -0.0338411 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -16.696 * tfactors.T943i + (1.0/3.0) * -1.16252 * tfactors.T923i
                                   + 0.267703 + (5.0/3.0) * -0.0338411 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -808,8 +933,8 @@ void rate_p_O16_to_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + He4 --> Ne20
 
@@ -824,9 +949,13 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  3.88571 + -10.3585 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.3585 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -841,9 +970,13 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  23.903 + -39.7262 * tfactors.T913i + -0.210799 * tfactors.T913
                          + 0.442879 * tfactors.T9 + -0.0797753 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.7262 * tfactors.T943i + (1.0/3.0) * -0.210799 * tfactors.T923i
                                   + 0.442879 + (5.0/3.0) * -0.0797753 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -858,9 +991,13 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  9.50848 + -12.7643 * tfactors.T9i + -3.65925 * tfactors.T913
                          + 0.714224 * tfactors.T9 + -0.00107508 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.7643 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -3.65925 * tfactors.T923i
                                   + 0.714224 + (5.0/3.0) * -0.00107508 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -874,8 +1011,8 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O17_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O17_to_F18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O17 + p --> F18
 
@@ -890,9 +1027,13 @@ void rate_p_O17_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  9.39048 + -6.22828 * tfactors.T9i + 2.31435 * tfactors.T913
                          + -0.302835 * tfactors.T9 + 0.020133 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.22828 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 2.31435 * tfactors.T923i
                                   + -0.302835 + (5.0/3.0) * 0.020133 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -907,9 +1048,13 @@ void rate_p_O17_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  -13.077 + -0.746296 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.746296 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -924,9 +1069,13 @@ void rate_p_O17_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  15.8929 + -16.4035 * tfactors.T913i + 4.31885 * tfactors.T913
                          + -0.709921 * tfactors.T9 + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -16.4035 * tfactors.T943i + (1.0/3.0) * 4.31885 * tfactors.T923i
                                   + -0.709921 + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -940,8 +1089,8 @@ void rate_p_O17_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O18_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O18_to_F19_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O18 + p --> F19
 
@@ -956,9 +1105,13 @@ void rate_p_O18_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  19.917 + -16.7246 * tfactors.T913i
                          + -3.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -16.7246 * tfactors.T943i
                                   + (5.0/3.0) * -3.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -973,9 +1126,13 @@ void rate_p_O18_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  7.26876 + -6.7253 * tfactors.T9i + 3.99059 * tfactors.T913
                          + -0.593127 * tfactors.T9 + 0.0877534 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.7253 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 3.99059 * tfactors.T923i
                                   + -0.593127 + (5.0/3.0) * 0.0877534 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -990,9 +1147,13 @@ void rate_p_O18_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  5.07648 + -1.65681 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.65681 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1007,9 +1168,13 @@ void rate_p_O18_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  -35.0079 + -0.244743 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.244743 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1023,8 +1188,8 @@ void rate_p_O18_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_F17_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_F17_to_Ne18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F17 + p --> Ne18
 
@@ -1039,9 +1204,13 @@ void rate_p_F17_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -7.84708 + -0.0323504 * tfactors.T9i + -14.2191 * tfactors.T913i + 34.0647 * tfactors.T913
                          + -16.5698 * tfactors.T9 + 2.48116 * tfactors.T953 + -2.13376 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.0323504 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -14.2191 * tfactors.T943i + (1.0/3.0) * 34.0647 * tfactors.T923i
                                   + -16.5698 + (5.0/3.0) * 2.48116 * tfactors.T923 + -2.13376 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1056,9 +1225,13 @@ void rate_p_F17_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  27.5778 + -4.95969 * tfactors.T9i + -21.3249 * tfactors.T913i + -0.230774 * tfactors.T913
                          + 0.917931 * tfactors.T9 + -0.0440377 * tfactors.T953 + -7.36014 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.95969 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -21.3249 * tfactors.T943i + (1.0/3.0) * -0.230774 * tfactors.T923i
                                   + 0.917931 + (5.0/3.0) * -0.0440377 * tfactors.T923 + -7.36014 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1072,8 +1245,8 @@ void rate_p_F17_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_F18_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_F18_to_Ne19_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F18 + p --> Ne19
 
@@ -1088,9 +1261,13 @@ void rate_p_F18_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -5.85727 + -2.89147 * tfactors.T9i + 13.1683 * tfactors.T913
                          + -1.92023 * tfactors.T9 + 0.16901 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.89147 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 13.1683 * tfactors.T923i
                                   + -1.92023 + (5.0/3.0) * 0.16901 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1105,9 +1282,13 @@ void rate_p_F18_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -29.449 + -0.39895 * tfactors.T9i + 22.4903 * tfactors.T913
                          + 0.307872 * tfactors.T9 + -0.296226 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.39895 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 22.4903 * tfactors.T923i
                                   + 0.307872 + (5.0/3.0) * -0.296226 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1122,9 +1303,13 @@ void rate_p_F18_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  57.4084 + -21.4023 * tfactors.T913i + -93.766 * tfactors.T913
                          + 179.258 * tfactors.T9 + -202.561 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -21.4023 * tfactors.T943i + (1.0/3.0) * -93.766 * tfactors.T923i
                                   + 179.258 + (5.0/3.0) * -202.561 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1138,8 +1323,8 @@ void rate_p_F18_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_F19_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_F19_to_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F19 + p --> Ne20
 
@@ -1154,9 +1339,13 @@ void rate_p_F19_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -5.63093 + -7.74414 * tfactors.T9i + 31.6442 * tfactors.T913i + -58.6563 * tfactors.T913
                          + 67.7365 * tfactors.T9 + -22.9721 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  7.74414 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 31.6442 * tfactors.T943i + (1.0/3.0) * -58.6563 * tfactors.T923i
                                   + 67.7365 + (5.0/3.0) * -22.9721 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1171,9 +1360,13 @@ void rate_p_F19_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  12.3816 + -1.71383 * tfactors.T9i + -11.3832 * tfactors.T913i + 5.47872 * tfactors.T913
                          + -1.07203 * tfactors.T9 + 0.11196 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.71383 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -11.3832 * tfactors.T943i + (1.0/3.0) * 5.47872 * tfactors.T923i
                                   + -1.07203 + (5.0/3.0) * 0.11196 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1188,9 +1381,13 @@ void rate_p_F19_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  18.2807 + -18.116 * tfactors.T913i + -1.4622 * tfactors.T913
                          + 6.95113 * tfactors.T9 + -2.90366 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -18.116 * tfactors.T943i + (1.0/3.0) * -1.4622 * tfactors.T923i
                                   + 6.95113 + (5.0/3.0) * -2.90366 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1204,8 +1401,8 @@ void rate_p_F19_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ne18_to_Mg22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ne18_to_Mg22_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne18 + He4 --> Mg22
 
@@ -1220,9 +1417,13 @@ void rate_He4_Ne18_to_Mg22_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  32.8865 + -46.4859 * tfactors.T913i + 0.956741 * tfactors.T913
                          + -0.914402 * tfactors.T9 + 0.0722478 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -46.4859 * tfactors.T943i + (1.0/3.0) * 0.956741 * tfactors.T923i
                                   + -0.914402 + (5.0/3.0) * 0.0722478 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1236,8 +1437,8 @@ void rate_He4_Ne18_to_Mg22_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne20 + He4 --> Mg24
 
@@ -1252,9 +1453,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -8.79827 + -12.7809 * tfactors.T9i + 16.9229 * tfactors.T913
                          + -2.57325 * tfactors.T9 + 0.208997 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.7809 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 16.9229 * tfactors.T923i
                                   + -2.57325 + (5.0/3.0) * 0.208997 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1269,9 +1474,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  1.98307 + -9.22026 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  9.22026 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1286,9 +1495,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -38.7055 + -2.50605 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.50605 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1303,9 +1516,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  24.5058 + -46.2525 * tfactors.T913i + 5.58901 * tfactors.T913
                          + 7.61843 * tfactors.T9 + -3.683 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -46.2525 * tfactors.T943i + (1.0/3.0) * 5.58901 * tfactors.T923i
                                   + 7.61843 + (5.0/3.0) * -3.683 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1319,8 +1536,8 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + C12 --> He4 + Ne20
 
@@ -1335,9 +1552,13 @@ void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  61.2863 + -84.165 * tfactors.T913i + -1.56627 * tfactors.T913
                          + -0.0736084 * tfactors.T9 + -0.072797 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -84.165 * tfactors.T943i + (1.0/3.0) * -1.56627 * tfactors.T923i
                                   + -0.0736084 + (5.0/3.0) * -0.072797 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1351,8 +1572,8 @@ void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, a
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N13 + He4 --> p + O16
 
@@ -1367,9 +1588,13 @@ void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  40.4644 + -35.829 * tfactors.T913i + -0.530275 * tfactors.T913
                          + -0.982462 * tfactors.T9 + 0.0808059 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -35.829 * tfactors.T943i + (1.0/3.0) * -0.530275 * tfactors.T923i
                                   + -0.982462 + (5.0/3.0) * 0.0808059 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1383,8 +1608,8 @@ void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N15 + p --> He4 + C12
 
@@ -1399,9 +1624,13 @@ void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  27.4764 + -15.253 * tfactors.T913i + 1.59318 * tfactors.T913
                          + 2.4479 * tfactors.T9 + -2.19708 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -15.253 * tfactors.T943i + (1.0/3.0) * 1.59318 * tfactors.T923i
                                   + 2.4479 + (5.0/3.0) * -2.19708 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1416,9 +1645,13 @@ void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -6.57522 + -1.1638 * tfactors.T9i + 22.7105 * tfactors.T913
                          + -2.90707 * tfactors.T9 + 0.205754 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.1638 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 22.7105 * tfactors.T923i
                                   + -2.90707 + (5.0/3.0) * 0.205754 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1433,9 +1666,13 @@ void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.8972 + -7.406 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  7.406 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1450,9 +1687,13 @@ void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -4.87347 + -2.02117 * tfactors.T9i + 30.8497 * tfactors.T913
                          + -8.50433 * tfactors.T9 + -1.54426 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.02117 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 30.8497 * tfactors.T923i
                                   + -8.50433 + (5.0/3.0) * -1.54426 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1466,8 +1707,8 @@ void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O14 + He4 --> p + F17
 
@@ -1482,9 +1723,13 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  12.1289 + -12.0223 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.0223 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1499,9 +1744,13 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  18.6518 + -26.0 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  26.0 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1516,9 +1765,13 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  40.8358 + -39.388 * tfactors.T913i + -17.4673 * tfactors.T913
                          + 35.3029 * tfactors.T9 + -24.8162 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.388 * tfactors.T943i + (1.0/3.0) * -17.4673 * tfactors.T923i
                                   + 35.3029 + (5.0/3.0) * -24.8162 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1533,9 +1786,13 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  16.3087 + -22.51 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  22.51 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1550,9 +1807,13 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  11.1184 + -13.6 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  13.6 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1567,9 +1828,13 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -106.091 + -0.453036 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.453036 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1583,8 +1848,8 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_O16_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_O16_to_He4_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + C12 --> He4 + Mg24
 
@@ -1599,9 +1864,13 @@ void rate_C12_O16_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  48.5341 + 0.37204 * tfactors.T9i + -133.413 * tfactors.T913i + 50.1572 * tfactors.T913
                          + -3.15987 * tfactors.T9 + 0.0178251 * tfactors.T953 + -23.7027 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.37204 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -133.413 * tfactors.T943i + (1.0/3.0) * 50.1572 * tfactors.T923i
                                   + -3.15987 + (5.0/3.0) * 0.0178251 * tfactors.T923 + -23.7027 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1615,8 +1884,8 @@ void rate_C12_O16_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, a
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O17 + p --> He4 + N14
 
@@ -1631,9 +1900,13 @@ void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -7.20763 + -0.753395 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.753395 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1648,9 +1921,13 @@ void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  19.579 + -16.9078 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -16.9078 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1665,9 +1942,13 @@ void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  10.174 + -4.95865 * tfactors.T9i + 5.10182 * tfactors.T913
                          + 0.379373 * tfactors.T9 + -0.0672515 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.95865 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 5.10182 * tfactors.T923i
                                   + 0.379373 + (5.0/3.0) * -0.0672515 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1682,9 +1963,13 @@ void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  5.5336 + -2.11477 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.11477 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1698,8 +1983,8 @@ void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O18_to_He4_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O18_to_He4_N15_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O18 + p --> He4 + N15
 
@@ -1714,9 +1999,13 @@ void rate_p_O18_to_He4_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -27.9044 + -0.245884 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.245884 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1731,9 +2020,13 @@ void rate_p_O18_to_He4_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  26.9671 + -16.6979 * tfactors.T913i
                          + -3.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -16.6979 * tfactors.T943i
                                   + (5.0/3.0) * -3.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1748,9 +2041,13 @@ void rate_p_O18_to_He4_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  8.94352 + -5.32335 * tfactors.T9i + 11.6568 * tfactors.T913
                          + -2.16303 * tfactors.T9 + 0.209965 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.32335 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 11.6568 * tfactors.T923i
                                   + -2.16303 + (5.0/3.0) * 0.209965 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1765,9 +2062,13 @@ void rate_p_O18_to_He4_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  10.2725 + -1.663 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.663 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1781,8 +2082,8 @@ void rate_p_O18_to_He4_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_F18_to_He4_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_F18_to_He4_O15_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F18 + p --> He4 + O15
 
@@ -1797,9 +2098,13 @@ void rate_p_F18_to_He4_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  1.75704 + -3.01675 * tfactors.T9i + 13.3223 * tfactors.T913
                          + -1.36696 * tfactors.T9 + 0.0757363 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.01675 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 13.3223 * tfactors.T923i
                                   + -1.36696 + (5.0/3.0) * 0.0757363 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1814,9 +2119,13 @@ void rate_p_F18_to_He4_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -31.7388 + -0.376432 * tfactors.T9i + 61.738 * tfactors.T913
                          + -108.29 * tfactors.T9 + -34.2365 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.376432 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 61.738 * tfactors.T923i
                                   + -108.29 + (5.0/3.0) * -34.2365 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1831,9 +2140,13 @@ void rate_p_F18_to_He4_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  62.0058 + -21.4023 * tfactors.T913i + -80.8891 * tfactors.T913
                          + 134.6 * tfactors.T9 + -126.504 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -21.4023 * tfactors.T943i + (1.0/3.0) * -80.8891 * tfactors.T923i
                                   + 134.6 + (5.0/3.0) * -126.504 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1847,8 +2160,8 @@ void rate_p_F18_to_He4_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_F19_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_F19_to_He4_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F19 + p --> He4 + O16
 
@@ -1863,9 +2176,13 @@ void rate_p_F19_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -52.7043 + -0.12765 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.12765 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1880,9 +2197,13 @@ void rate_p_F19_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  26.2916 + -18.116 * tfactors.T913i
                          + 1.86674 * tfactors.T9 + -7.5666 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -18.116 * tfactors.T943i
                                   + 1.86674 + (5.0/3.0) * -7.5666 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1897,9 +2218,13 @@ void rate_p_F19_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  14.3586 + -3.286 * tfactors.T9i
                          + -0.21103 * tfactors.T9 + 2.87702 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.286 * tfactors.T9i * tfactors.T9i
                                   + -0.21103 + 2.87702 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1914,9 +2239,13 @@ void rate_p_F19_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  15.1955 + -3.75185 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.75185 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1931,9 +2260,13 @@ void rate_p_F19_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  8.239 + -2.46828 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.46828 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1947,8 +2280,8 @@ void rate_p_F19_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ne20_to_He4_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ne20_to_He4_F17_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne20 + p --> He4 + F17
 
@@ -1963,9 +2296,13 @@ void rate_p_Ne20_to_He4_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  41.563 + -47.9266 * tfactors.T9i + -43.18 * tfactors.T913i + 4.46827 * tfactors.T913
                          + -1.63915 * tfactors.T9 + 0.123483 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  47.9266 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -43.18 * tfactors.T943i + (1.0/3.0) * 4.46827 * tfactors.T923i
                                   + -1.63915 + (5.0/3.0) * 0.123483 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1979,8 +2316,8 @@ void rate_p_Ne20_to_He4_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // 3 He4 --> C12
 
@@ -1995,9 +2332,13 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -11.7884 + -1.02446 * tfactors.T9i + -23.57 * tfactors.T913i + 20.4886 * tfactors.T913
                          + -12.9882 * tfactors.T9 + -20.0 * tfactors.T953 + -2.16667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.02446 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -23.57 * tfactors.T943i + (1.0/3.0) * 20.4886 * tfactors.T923i
                                   + -12.9882 + (5.0/3.0) * -20.0 * tfactors.T923 + -2.16667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2012,9 +2353,13 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -0.971052 + -37.06 * tfactors.T913i + 29.3493 * tfactors.T913
                          + -115.507 * tfactors.T9 + -10.0 * tfactors.T953 + -1.33333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -37.06 * tfactors.T943i + (1.0/3.0) * 29.3493 * tfactors.T923i
                                   + -115.507 + (5.0/3.0) * -10.0 * tfactors.T923 + -1.33333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2029,9 +2374,13 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -24.3505 + -4.12656 * tfactors.T9i + -13.49 * tfactors.T913i + 21.4259 * tfactors.T913
                          + -1.34769 * tfactors.T9 + 0.0879816 * tfactors.T953 + -13.1653 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.12656 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -13.49 * tfactors.T943i + (1.0/3.0) * 21.4259 * tfactors.T923i
                                   + -1.34769 + (5.0/3.0) * 0.0879816 * tfactors.T923 + -13.1653 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2045,229 +2394,592 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 
-
 template <int do_T_derivatives, typename T>
 AMREX_GPU_HOST_DEVICE AMREX_INLINE
 void
-fill_reaclib_rates(const tf_t& tfactors, T& rate_eval)
+fill_reaclib_rates([[maybe_unused]] const tf_t& tfactors,
+                   [[maybe_unused]] T& rate_eval)
 {
 
-    amrex::Real rate;
-    amrex::Real drate_dT;
-
-    rate_N13_to_C13_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_N13_to_C13_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_N13_to_C13_reaclib) = drate_dT;
-
-    }
-    rate_O14_to_N14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O14_to_N14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O14_to_N14_reaclib) = drate_dT;
+    [[maybe_unused]] amrex::Real rate;
+    [[maybe_unused]] amrex::Real drate_dT;
 
-    }
-    rate_O15_to_N15_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O15_to_N15_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O15_to_N15_reaclib) = drate_dT;
+    {
+        // N13_to_C13_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_N13_to_C13_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_N13_to_C13_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_N13_to_C13_reaclib) = drate_dT;
+        }
     }
-    rate_p_C12_to_N13_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_C12_to_N13_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib) = drate_dT;
 
-    }
-    rate_He4_C12_to_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = drate_dT;
+    {
+        // O14_to_N14_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O14_to_N14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O14_to_N14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O14_to_N14_reaclib) = drate_dT;
+        }
     }
-    rate_p_C13_to_N14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_C13_to_N14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_C13_to_N14_reaclib) = drate_dT;
 
-    }
-    rate_p_N13_to_O14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_N13_to_O14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_N13_to_O14_reaclib) = drate_dT;
+    {
+        // O15_to_N15_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O15_to_N15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O15_to_N15_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O15_to_N15_reaclib) = drate_dT;
+        }
     }
-    rate_p_N14_to_O15_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_N14_to_O15_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_N14_to_O15_reaclib) = drate_dT;
 
-    }
-    rate_He4_N14_to_F18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_N14_to_F18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_N14_to_F18_reaclib) = drate_dT;
-
-    }
-    rate_p_N15_to_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_N15_to_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_N15_to_O16_reaclib) = drate_dT;
-
-    }
-    rate_He4_N15_to_F19_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_N15_to_F19_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_N15_to_F19_reaclib) = drate_dT;
-
-    }
-    rate_He4_O14_to_Ne18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_O14_to_Ne18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O14_to_Ne18_reaclib) = drate_dT;
-
-    }
-    rate_He4_O15_to_Ne19_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_O15_to_Ne19_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O15_to_Ne19_reaclib) = drate_dT;
-
-    }
-    rate_p_O16_to_F17_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_O16_to_F17_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O16_to_F17_reaclib) = drate_dT;
-
-    }
-    rate_He4_O16_to_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib) = drate_dT;
-
-    }
-    rate_p_O17_to_F18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_O17_to_F18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O17_to_F18_reaclib) = drate_dT;
-
-    }
-    rate_p_O18_to_F19_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_O18_to_F19_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O18_to_F19_reaclib) = drate_dT;
-
-    }
-    rate_p_F17_to_Ne18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_F17_to_Ne18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_F17_to_Ne18_reaclib) = drate_dT;
-
-    }
-    rate_p_F18_to_Ne19_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_F18_to_Ne19_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_F18_to_Ne19_reaclib) = drate_dT;
-
-    }
-    rate_p_F19_to_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_F19_to_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_F19_to_Ne20_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ne18_to_Mg22_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ne18_to_Mg22_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ne18_to_Mg22_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ne20_to_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib) = drate_dT;
-
-    }
-    rate_C12_C12_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib) = drate_dT;
-
-    }
-    rate_He4_N13_to_p_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib) = drate_dT;
-
-    }
-    rate_p_N15_to_He4_C12_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_N15_to_He4_C12_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_N15_to_He4_C12_reaclib) = drate_dT;
-
-    }
-    rate_He4_O14_to_p_F17_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_O14_to_p_F17_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O14_to_p_F17_reaclib) = drate_dT;
-
-    }
-    rate_C12_O16_to_He4_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_O16_to_He4_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_He4_Mg24_reaclib) = drate_dT;
-
-    }
-    rate_p_O17_to_He4_N14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_O17_to_He4_N14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O17_to_He4_N14_reaclib) = drate_dT;
-
-    }
-    rate_p_O18_to_He4_N15_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_O18_to_He4_N15_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O18_to_He4_N15_reaclib) = drate_dT;
-
-    }
-    rate_p_F18_to_He4_O15_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_F18_to_He4_O15_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_F18_to_He4_O15_reaclib) = drate_dT;
-
-    }
-    rate_p_F19_to_He4_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_F19_to_He4_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_F19_to_He4_O16_reaclib) = drate_dT;
-
-    }
-    rate_p_Ne20_to_He4_F17_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ne20_to_He4_F17_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ne20_to_He4_F17_reaclib) = drate_dT;
-
-    }
-    rate_He4_He4_He4_to_C12_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib) = drate_dT;
+    {
+        // p_C12_to_N13_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_C12);
+        }
+#endif
+        rate_p_C12_to_N13_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_C12_to_N13_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_C12_to_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_C12);
+        }
+#endif
+        rate_He4_C12_to_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_C13_to_N14_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_C13);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_C13);
+        }
+#endif
+        rate_p_C13_to_N14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_C13_to_N14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_C13_to_N14_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_N13_to_O14_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_N13);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_N13);
+        }
+#endif
+        rate_p_N13_to_O14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_N13_to_O14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_N13_to_O14_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_N14_to_O15_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_N14);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_N14);
+        }
+#endif
+        rate_p_N14_to_O15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_N14_to_O15_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_N14_to_O15_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_N14_to_F18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_N14);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_N14);
+        }
+#endif
+        rate_He4_N14_to_F18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_N14_to_F18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_N14_to_F18_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_N15_to_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_N15);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_N15);
+        }
+#endif
+        rate_p_N15_to_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_N15_to_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_N15_to_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_N15_to_F19_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_N15);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_N15);
+        }
+#endif
+        rate_He4_N15_to_F19_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_N15_to_F19_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_N15_to_F19_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O14_to_Ne18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O14);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O14);
+        }
+#endif
+        rate_He4_O14_to_Ne18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_O14_to_Ne18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O14_to_Ne18_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O15_to_Ne19_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O15);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O15);
+        }
+#endif
+        rate_He4_O15_to_Ne19_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_O15_to_Ne19_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O15_to_Ne19_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_O16_to_F17_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O16);
+        }
+#endif
+        rate_p_O16_to_F17_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_O16_to_F17_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O16_to_F17_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O16_to_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O16);
+        }
+#endif
+        rate_He4_O16_to_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_O17_to_F18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O17);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O17);
+        }
+#endif
+        rate_p_O17_to_F18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_O17_to_F18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O17_to_F18_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_O18_to_F19_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O18);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O18);
+        }
+#endif
+        rate_p_O18_to_F19_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_O18_to_F19_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O18_to_F19_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_F17_to_Ne18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_F17);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_F17);
+        }
+#endif
+        rate_p_F17_to_Ne18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_F17_to_Ne18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_F17_to_Ne18_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_F18_to_Ne19_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_F18);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_F18);
+        }
+#endif
+        rate_p_F18_to_Ne19_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_F18_to_Ne19_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_F18_to_Ne19_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_F19_to_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_F19);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_F19);
+        }
+#endif
+        rate_p_F19_to_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_F19_to_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_F19_to_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ne18_to_Mg22_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ne18);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ne18);
+        }
+#endif
+        rate_He4_Ne18_to_Mg22_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ne18_to_Mg22_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ne18_to_Mg22_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ne20_to_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ne20);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ne20);
+        }
+#endif
+        rate_He4_Ne20_to_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_C12_to_He4_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_C12);
+        }
+#endif
+        rate_C12_C12_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_N13_to_p_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_N13);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_N13);
+        }
+#endif
+        rate_He4_N13_to_p_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_N15_to_He4_C12_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_N15);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_N15);
+        }
+#endif
+        rate_p_N15_to_He4_C12_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_N15_to_He4_C12_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_N15_to_He4_C12_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O14_to_p_F17_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O14);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O14);
+        }
+#endif
+        rate_He4_O14_to_p_F17_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_O14_to_p_F17_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O14_to_p_F17_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_O16_to_He4_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_O16);
+        }
+#endif
+        rate_C12_O16_to_He4_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_O16_to_He4_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_O16_to_He4_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_O17_to_He4_N14_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O17);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O17);
+        }
+#endif
+        rate_p_O17_to_He4_N14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_O17_to_He4_N14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O17_to_He4_N14_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_O18_to_He4_N15_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O18);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O18);
+        }
+#endif
+        rate_p_O18_to_He4_N15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_O18_to_He4_N15_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O18_to_He4_N15_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_F18_to_He4_O15_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_F18);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_F18);
+        }
+#endif
+        rate_p_F18_to_He4_O15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_F18_to_He4_O15_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_F18_to_He4_O15_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_F19_to_He4_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_F19);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_F19);
+        }
+#endif
+        rate_p_F19_to_He4_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_F19_to_He4_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_F19_to_He4_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ne20_to_He4_F17_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ne20);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ne20);
+        }
+#endif
+        rate_p_Ne20_to_He4_F17_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ne20_to_He4_F17_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ne20_to_He4_F17_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_He4_He4_to_C12_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_He4) + rate_eval.log_screen(k_He4_Be8);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_He4) + rate_eval.dlog_screen_dT(k_He4_Be8);
+        }
+#endif
+        rate_He4_He4_He4_to_C12_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib) = drate_dT;
+        }
     }
 
-}
-
-template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void
-fill_approx_rates([[maybe_unused]] const tf_t& tfactors,
-                  [[maybe_unused]] const amrex::Real rho,
-                  [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
-                  [[maybe_unused]] T& rate_eval)
-{
-
-    [[maybe_unused]] amrex::Real rate{};
-    [[maybe_unused]] amrex::Real drate_dT{};
-
 
 }
 
diff --git a/networks/CNO_extras/table_rates.H b/networks/CNO_extras/table_rates.H
index 3f6c8cb5e6..58fb6b23b3 100644
--- a/networks/CNO_extras/table_rates.H
+++ b/networks/CNO_extras/table_rates.H
@@ -55,11 +55,11 @@ constexpr int add_vars = 1;  // 1 Additional Var in entries
 namespace rate_tables
 {
     // F17 --> O17
-    inline AMREX_GPU_MANAGED table_t j_F17_O17_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_F17_O17_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 12> j_F17_O17_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
+    inline AMREX_GPU_DEVICE table_t j_F17_O17_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_F17_O17_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 12> j_F17_O17_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
          j_F17_O17_data{
 -1.98599,       -1.985996,       -1.985997,       -1.985998,       -1.985991,       -1.985811,       -1.984179,       -1.977601,       -1.918501,       -1.559899,       -0.462121,        1.718247,  // RATE
 -1.985903,       -1.985964,       -1.985971,       -1.985976,       -1.985976,       -1.985801,       -1.984173,       -1.977571,       -1.918501,       -1.559899,       -0.462121,        1.718247,
@@ -97,11 +97,11 @@ namespace rate_tables
          };
 
     // O17 --> F17
-    inline AMREX_GPU_MANAGED table_t j_O17_F17_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_O17_F17_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 12> j_O17_F17_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
+    inline AMREX_GPU_DEVICE table_t j_O17_F17_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_O17_F17_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 12> j_O17_F17_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
          j_O17_F17_data{
 -99.69897,       -99.69897,         -72.639,         -36.441,         -21.007,         -15.597,         -11.237,          -8.922,       -6.409967,       -4.069196,       -1.723001,        1.202117,  // RATE
 -99.69897,       -99.69897,         -73.639,         -37.441,          -21.42,         -15.619,         -11.238,          -8.923,       -6.409967,       -4.069196,       -1.723001,        1.202117,
@@ -139,11 +139,11 @@ namespace rate_tables
          };
 
     // F18 --> Ne18
-    inline AMREX_GPU_MANAGED table_t j_F18_Ne18_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_F18_Ne18_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 12> j_F18_Ne18_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
+    inline AMREX_GPU_DEVICE table_t j_F18_Ne18_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_F18_Ne18_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 12> j_F18_Ne18_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
          j_F18_Ne18_data{
 -99.69897,       -99.69897,       -99.69897,         -57.312,         -32.796,          -23.76,         -16.591,         -12.888,           -9.04,       -5.755992,       -2.758693,        0.781225,  // RATE
 -99.69897,       -99.69897,       -99.69897,         -58.312,         -33.209,         -23.782,         -16.592,         -12.889,           -9.04,       -5.755992,       -2.758693,        0.781225,
@@ -181,11 +181,11 @@ namespace rate_tables
          };
 
     // F18 --> O18
-    inline AMREX_GPU_MANAGED table_t j_F18_O18_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_F18_O18_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 12> j_F18_O18_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
+    inline AMREX_GPU_DEVICE table_t j_F18_O18_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_F18_O18_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 12> j_F18_O18_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
          j_F18_O18_data{
 -4.010762,       -4.010915,       -4.010933,       -4.010943,       -4.010771,       -4.006329,       -3.943745,       -3.744878,       -3.181896,       -2.350694,       -1.090264,        1.385945,  // RATE
 -4.008732,       -4.010152,       -4.010328,       -4.010433,       -4.010408,       -4.006087,       -3.943458,       -3.744432,       -3.181896,       -2.350694,       -1.090264,        1.385945,
@@ -223,11 +223,11 @@ namespace rate_tables
          };
 
     // Ne18 --> F18
-    inline AMREX_GPU_MANAGED table_t j_Ne18_F18_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ne18_F18_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 12> j_Ne18_F18_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
+    inline AMREX_GPU_DEVICE table_t j_Ne18_F18_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ne18_F18_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 12> j_Ne18_F18_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
          j_Ne18_F18_data{
 -0.397998,       -0.397999,          -0.398,          -0.398,       -0.397998,        -0.39797,       -0.398569,       -0.397001,       -0.387511,        -0.31553,        0.210666,         2.08323,  // RATE
 -0.397983,       -0.397994,       -0.397995,       -0.397996,       -0.397996,       -0.397969,       -0.398568,       -0.397001,       -0.387511,        -0.31553,        0.210666,         2.08323,
@@ -265,11 +265,11 @@ namespace rate_tables
          };
 
     // O18 --> F18
-    inline AMREX_GPU_MANAGED table_t j_O18_F18_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_O18_F18_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 12> j_O18_F18_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
+    inline AMREX_GPU_DEVICE table_t j_O18_F18_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_O18_F18_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 12> j_O18_F18_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
          j_O18_F18_data{
 -99.69897,         -88.207,         -45.102,         -22.822,         -13.332,         -10.285,          -7.744,       -6.326997,       -4.685921,       -2.989331,       -1.097718,        1.521493,  // RATE
 -99.69897,         -89.208,         -46.103,         -23.823,         -13.745,         -10.307,          -7.746,       -6.326997,       -4.685921,       -2.989331,       -1.097718,        1.521493,
@@ -307,11 +307,11 @@ namespace rate_tables
          };
 
     // F19 --> Ne19
-    inline AMREX_GPU_MANAGED table_t j_F19_Ne19_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_F19_Ne19_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 12> j_F19_Ne19_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
+    inline AMREX_GPU_DEVICE table_t j_F19_Ne19_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_F19_Ne19_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 12> j_F19_Ne19_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
          j_F19_Ne19_data{
 -99.69897,       -99.69897,         -84.364,         -42.168,         -24.192,          -17.79,         -12.668,       -9.975998,       -7.087988,       -4.446942,       -1.881574,        1.186902,  // RATE
 -99.69897,       -99.69897,         -85.364,         -43.168,         -24.605,         -17.811,          -12.67,       -9.976998,       -7.087988,       -4.446942,       -1.881574,        1.186902,
@@ -349,11 +349,11 @@ namespace rate_tables
          };
 
     // Ne19 --> F19
-    inline AMREX_GPU_MANAGED table_t j_Ne19_F19_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ne19_F19_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 12> j_Ne19_F19_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
+    inline AMREX_GPU_DEVICE table_t j_Ne19_F19_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ne19_F19_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 12> j_Ne19_F19_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
          j_Ne19_F19_data{
 -1.414994,       -1.414998,       -1.414998,       -1.414999,       -1.422995,       -1.439902,       -1.467534,       -1.481045,       -1.464793,       -1.231792,        -0.30521,        1.816432,  // RATE
 -1.414946,        -1.41498,       -1.414985,       -1.414988,       -1.422987,       -1.439897,       -1.467528,       -1.481045,       -1.464793,       -1.231792,        -0.30521,        1.816432,
@@ -393,7 +393,7 @@ namespace rate_tables
 }
 
 
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_linear_1d(const amrex::Real fhi, const amrex::Real flo, const amrex::Real xhi, const amrex::Real xlo, const amrex::Real x)
 {
@@ -406,7 +406,7 @@ evaluate_linear_1d(const amrex::Real fhi, const amrex::Real flo, const amrex::Re
     return f;
 }
 
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_linear_2d(const amrex::Real fip1jp1, const amrex::Real fip1j, const amrex::Real fijp1, const amrex::Real fij,
           const amrex::Real xhi, const amrex::Real xlo, const amrex::Real yhi, const amrex::Real ylo,
@@ -438,7 +438,7 @@ evaluate_linear_2d(const amrex::Real fip1jp1, const amrex::Real fip1j, const amr
 
 
 template<typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_vars(const int irhoy_lo, const int jtemp_lo,
               const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -468,7 +468,7 @@ evaluate_vars(const int irhoy_lo, const int jtemp_lo,
 
 
 template<typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_dr_dtemp(const int irhoy_lo, const int jtemp_lo,
                   const table_t& table_meta, const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -611,7 +611,7 @@ evaluate_dr_dtemp(const int irhoy_lo, const int jtemp_lo,
 
 
 template <typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 void
 get_entries(const int irhoy_lo, const int jtemp_lo,
             const table_t& table_meta, const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -639,7 +639,7 @@ get_entries(const int irhoy_lo, const int jtemp_lo,
 }
 
 template <typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 void
 tabular_evaluate(const table_t& table_meta,
                  const R& log_rhoy_table, const T& log_temp_table, const D& data,
diff --git a/networks/CNO_extras/temperature_table_rates.H b/networks/CNO_extras/temperature_table_rates.H
index 4fdd0d89c7..8490332679 100644
--- a/networks/CNO_extras/temperature_table_rates.H
+++ b/networks/CNO_extras/temperature_table_rates.H
@@ -5,7 +5,7 @@
 
 #include <tfactors.H>
 #include <actual_network.H>
-
+#include <interp_tools.H>
 
 using namespace amrex::literals;
 
@@ -28,6 +28,7 @@ namespace temp_tabular {
         [[maybe_unused]] amrex::Real drate_dT;
 
 
+
     }
 
 
diff --git a/networks/ECSN/ECSN.png b/networks/ECSN/ECSN.png
index 52369dea8e..b80778a529 100644
Binary files a/networks/ECSN/ECSN.png and b/networks/ECSN/ECSN.png differ
diff --git a/networks/ECSN/Make.package b/networks/ECSN/Make.package
index fd942a5ce1..35413fdcff 100644
--- a/networks/ECSN/Make.package
+++ b/networks/ECSN/Make.package
@@ -2,13 +2,15 @@ PYNUCASTRO_NETWORK = TRUE
 CEXE_headers += network_properties.H
 
 ifeq ($(USE_REACT),TRUE)
-  CEXE_sources += actual_network_data.cpp
   CEXE_headers += actual_network.H
   CEXE_headers += tfactors.H
   CEXE_headers += interp_tools.H
   CEXE_headers += partition_functions.H
   CEXE_headers += actual_rhs.H
+  CEXE_headers += rate_type.H
   CEXE_headers += reaclib_rates.H
+  CEXE_headers += approximate_rates.H
+  CEXE_headers += modified_rates.H
   CEXE_headers += table_rates.H
   CEXE_headers += temperature_table_rates.H
   CEXE_headers += derived_rates.H
diff --git a/networks/ECSN/actual_network.H b/networks/ECSN/actual_network.H
index 5769ec7771..241d10500e 100644
--- a/networks/ECSN/actual_network.H
+++ b/networks/ECSN/actual_network.H
@@ -1,18 +1,25 @@
 #ifndef actual_network_H
 #define actual_network_H
 
+#include <random>
 #include <string_view>
 
 #include <AMReX_REAL.H>
 #include <AMReX_Array.H>
 #include <AMReX_Loop.H>
 
+#include <extern_parameters.H>
 #include <fundamental_constants.H>
 #include <network_properties.H>
 
 using namespace amrex::literals;
 
-void actual_network_init();
+
+inline
+void actual_network_init() {
+
+
+}
 
 constexpr std::string_view network_name = "pynucastro-cxx";
 
@@ -176,6 +183,20 @@ namespace Rates
         NumRates = k_O20_to_F20_weaktab
     };
 
+    enum ScreenPairs :
+    std::uint8_t
+    {
+        k_p_P31 = 1,
+        k_He4_O16 = 2,
+        k_He4_Ne20 = 3,
+        k_He4_Al27 = 4,
+        k_p_Al27 = 5,
+        k_He4_Mg24 = 6,
+        k_He4_Si28 = 7,
+        k_O16_O16 = 8,
+        NumScreenPairs = k_O16_O16
+    };
+
     // rate names -- note: the rates are 1-based, not zero-based, so we pad
     // this vector with rate_names[0] = "" so the indices line up with the
     // NetworkRates enum
@@ -202,6 +223,12 @@ namespace Rates
         "O20_to_F20_weaktab"  // 18,
     };
 
+    template<std::uint8_t rate>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    constexpr amrex::Real get_p_random() {
+        return 0.0_rt;
+    }
+
 }
 
 #ifdef NSE_NET
diff --git a/networks/ECSN/actual_rhs.H b/networks/ECSN/actual_rhs.H
index 628bf55607..3b7257f9af 100644
--- a/networks/ECSN/actual_rhs.H
+++ b/networks/ECSN/actual_rhs.H
@@ -1,5 +1,5 @@
-#ifndef actual_rhs_H
-#define actual_rhs_H
+#ifndef ACTUAL_RHS_H
+#define ACTUAL_RHS_H
 
 #include <AMReX_REAL.H>
 #include <AMReX_Array.H>
@@ -15,7 +15,10 @@
 #ifdef NEUTRINOS
 #include <neutrino.H>
 #endif
+#include <rate_type.H>
 #include <reaclib_rates.H>
+#include <approximate_rates.H>
+#include <modified_rates.H>
 #include <table_rates.H>
 #include <temperature_table_rates.H>
 #include <derived_rates.H>
@@ -28,9 +31,8 @@ using namespace Rates;
 
 using namespace rate_tables;
 
-
 template<class T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void ener_gener_rate(T const& dydt, amrex::Real& enuc)
 {
 
@@ -49,17 +51,14 @@ void ener_gener_rate(T const& dydt, amrex::Real& enuc)
 }
 
 
+#ifdef SCREENING
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void evaluate_rates(const burn_t& state,
-                    const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
-                    T& rate_eval) {
-
-    // here Y is consistent with state.xn
+AMREX_GPU_DEVICE AMREX_INLINE
+void evaluate_screening(const burn_t& state,
+                        const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                        T& rate_eval) {
 
-    [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
-
-    // Calculate Reaclib rates
+    // Evaluate screening terms
 
     using number_t = std::conditional_t<do_T_derivatives, autodiff::dual, amrex::Real>;
     number_t temp = state.T;
@@ -68,182 +67,136 @@ void evaluate_rates(const burn_t& state,
         autodiff::seed(temp);
     }
 
-#ifdef SCREENING
     plasma_state_t<number_t> pstate{};
     fill_plasma_state(pstate, temp, state.rho, Y);
-#endif
 
-    const tf_t tfactors = evaluate_tfactors(state.T);
-
-    fill_reaclib_rates<do_T_derivatives, T>(tfactors, rate_eval);
-
-    temp_tabular::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
-
-    // Calculate Derived Rates. This should go last but before approx rates.
-    fill_derived_rates<do_T_derivatives, T>(tfactors, rate_eval);
-
-
-#ifdef SCREENING
-    // Evaluate screening factors
-
-    amrex::Real ratraw, dratraw_dT;
-    amrex::Real scor, dscor_dt;
-    [[maybe_unused]] amrex::Real scor2, dscor2_dt;
+    amrex::Real log_scor, dlog_scor_dT;
 
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 15.0_rt, 31.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_P31) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_P31) = dlog_scor_dT;
+        }
+    }
 
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 16.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_O16) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib);
-    rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 10.0_rt, 20.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ne20) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ne20) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib);
-    rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 12.0_rt, 24.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 13.0_rt, 27.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Mg24_to_Si28_reaclib);
-    rate_eval.screened_rates(k_He4_Mg24_to_Si28_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mg24_to_Si28_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_Si28_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Mg24_to_p_Al27_reaclib);
-    rate_eval.screened_rates(k_He4_Mg24_to_p_Al27_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mg24_to_p_Al27_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_p_Al27_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Al27) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Al27) = dlog_scor_dT;
+        }
     }
 
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 13.0_rt, 27.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Al27) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Al27) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Al27_to_Si28_reaclib);
-    rate_eval.screened_rates(k_p_Al27_to_Si28_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Al27_to_Si28_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_Si28_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Al27_to_He4_Mg24_reaclib);
-    rate_eval.screened_rates(k_p_Al27_to_He4_Mg24_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Al27_to_He4_Mg24_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_He4_Mg24_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 13.0_rt, 27.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 12.0_rt, 24.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Al27_to_P31_reaclib);
-    rate_eval.screened_rates(k_He4_Al27_to_P31_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Al27_to_P31_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Al27_to_P31_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Mg24) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Mg24) = dlog_scor_dT;
+        }
     }
 
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 14.0_rt, 28.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Si28) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Si28) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Si28_to_S32_reaclib);
-    rate_eval.screened_rates(k_He4_Si28_to_S32_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Si28_to_S32_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_S32_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(8.0_rt, 16.0_rt, 8.0_rt, 16.0_rt);
+        static_assert(scn_fac.z1 == 8.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_O16_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_O16_O16) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Si28_to_p_P31_reaclib);
-    rate_eval.screened_rates(k_He4_Si28_to_p_P31_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Si28_to_p_P31_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_p_P31_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+}
+#endif
 
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 15.0_rt, 31.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
+template <int do_T_derivatives, typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void evaluate_rates(const burn_t& state,
+                    const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                    T& rate_eval) {
 
-    ratraw = rate_eval.screened_rates(k_p_P31_to_S32_reaclib);
-    rate_eval.screened_rates(k_p_P31_to_S32_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_P31_to_S32_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_P31_to_S32_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    // here Y is consistent with state.xn
 
-    ratraw = rate_eval.screened_rates(k_p_P31_to_He4_Si28_reaclib);
-    rate_eval.screened_rates(k_p_P31_to_He4_Si28_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_P31_to_He4_Si28_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_P31_to_He4_Si28_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
 
+    const tf_t tfactors = evaluate_tfactors(state.T);
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(8.0_rt, 16.0_rt, 8.0_rt, 16.0_rt);
-        static_assert(scn_fac.z1 == 8.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
+    // Precompute screening terms
 
-    ratraw = rate_eval.screened_rates(k_O16_O16_to_p_P31_reaclib);
-    rate_eval.screened_rates(k_O16_O16_to_p_P31_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_O16_O16_to_p_P31_reaclib);
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_p_P31_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+#ifdef SCREENING
+    evaluate_screening<do_T_derivatives, T>(state, Y, rate_eval);
+#endif
 
-    ratraw = rate_eval.screened_rates(k_O16_O16_to_He4_Si28_reaclib);
-    rate_eval.screened_rates(k_O16_O16_to_He4_Si28_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_O16_O16_to_He4_Si28_reaclib);
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_He4_Si28_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    // Fill in different rates
+
+    fill_reaclib_rates<do_T_derivatives, T>(tfactors, rate_eval);
+
+    temp_tabular::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
+
+    // fill modified rates next -- these can have ReacLib or
+    // TemperatureTabular/StarLib rates as the original rate
+    modified_rates::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
+
+    // Calculate Derived Rates next. This should go last but before
+    // approx rates, since those may have ReacLibRate,
+    // TemperatureTabularRate / StarLibRate, or DerivedRate as the
+    // underlying rate.
+
+    fill_derived_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
-#endif
 
     // Fill approximate rates
 
     fill_approx_rates<do_T_derivatives, T>(tfactors, state.rho, Y, rate_eval);
 
-    // Calculate tabular rates
+    // Calculate tabular weak rates
 
     [[maybe_unused]] amrex::Real rate, drate_dt, edot_nu, edot_gamma;
 
@@ -290,7 +243,7 @@ void evaluate_rates(const burn_t& state,
 
 // backwards-compatible wrapper
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void evaluate_rates(const burn_t& state,
                     T& rate_eval) {
 
@@ -305,17 +258,19 @@ void evaluate_rates(const burn_t& state,
 
 
 #ifdef NSE_NET
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_ydot_weak(const burn_t& state,
-             amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
-             amrex::Real& enuc_weak,
-             [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y) {
+                   amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
+                   amrex::Real& enuc_weak,
+                   [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y) {
     ///
     /// Calculate Ydots contribute only from weak reactions.
     /// This is used to calculate dyedt and energy generation from
     /// weak reactions for self-consistent NSE
     ///
 
+    using namespace modified_rates;
+    using namespace temp_tabular;
 
     // initialize ydot_nuc to 0
 
@@ -325,37 +280,39 @@ void get_ydot_weak(const burn_t& state,
 
     rate_t rate_eval;
 
-    [[maybe_unused]] amrex::Real rate, drate_dt, edot_nu, edot_gamma;
+    constexpr int do_T_derivatives = 0;
+    [[maybe_unused]] amrex::Real rate, drate_dT, edot_nu, edot_gamma;
     [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
 
     rate_eval.enuc_weak = 0.0_rt;
 
-    // Calculate tabular rates and get ydot_weak
+    // Compute all weak rates and get ydot_weak
 
     amrex::Real log_temp = std::log10(state.T);
     amrex::Real log_rhoy = std::log10(rhoy);
 
     tabular_evaluate(j_F20_Ne20_meta, j_F20_Ne20_rhoy, j_F20_Ne20_temp, j_F20_Ne20_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_F20_to_Ne20_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(F20) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_F20_O20_meta, j_F20_O20_rhoy, j_F20_O20_temp, j_F20_O20_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_F20_to_O20_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(F20) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ne20_F20_meta, j_Ne20_F20_rhoy, j_Ne20_F20_temp, j_Ne20_F20_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ne20_to_F20_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ne20) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_O20_F20_meta, j_O20_F20_rhoy, j_O20_F20_temp, j_O20_F20_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_O20_to_F20_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(O20) * (edot_nu + edot_gamma);
 
-    auto screened_rates = rate_eval.screened_rates;
+
+    const auto& screened_rates = rate_eval.screened_rates;
 
     ydot_nuc(H1) = 0.0_rt;
 
@@ -388,7 +345,7 @@ void get_ydot_weak(const burn_t& state,
 #endif
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void rhs_nuc(const burn_t& state,
              amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
              const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
@@ -460,7 +417,7 @@ void rhs_nuc(const burn_t& state,
 }
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void actual_rhs (const burn_t& state, amrex::Array1D<amrex::Real, 1, neqs>& ydot)
 {
 
@@ -507,7 +464,7 @@ void actual_rhs (const burn_t& state, amrex::Array1D<amrex::Real, 1, neqs>& ydot
 
 
 template<class MatrixType>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void jac_nuc(const burn_t& state,
              MatrixType& jac,
              const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
@@ -817,7 +774,7 @@ void jac_nuc(const burn_t& state,
 
 
 template<class MatrixType>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void actual_jac(const burn_t& state, MatrixType& jac)
 {
 
diff --git a/networks/ECSN/approximate_rates.H b/networks/ECSN/approximate_rates.H
new file mode 100644
index 0000000000..14d44a7403
--- /dev/null
+++ b/networks/ECSN/approximate_rates.H
@@ -0,0 +1,31 @@
+#ifndef APPROXIMATE_RATES_H
+#define APPROXIMATE_RATES_H
+
+#include <AMReX.H>
+#include <AMReX_Print.H>
+
+#include <tfactors.H>
+#include <actual_network.H>
+#include <rate_type.H>
+
+using namespace Rates;
+using namespace Species;
+
+
+
+template <int do_T_derivatives, typename T>
+AMREX_GPU_HOST_DEVICE AMREX_INLINE
+void
+fill_approx_rates([[maybe_unused]] const tf_t& tfactors,
+                  [[maybe_unused]] const amrex::Real rho,
+                  [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                  [[maybe_unused]] T& rate_eval)
+{
+
+    [[maybe_unused]] amrex::Real rate{};
+    [[maybe_unused]] amrex::Real drate_dT{};
+
+
+}
+
+#endif
diff --git a/networks/ECSN/interp_tools.H b/networks/ECSN/interp_tools.H
index 5444bb552a..bbc0d26855 100644
--- a/networks/ECSN/interp_tools.H
+++ b/networks/ECSN/interp_tools.H
@@ -55,7 +55,7 @@ namespace interp_net {
 
         if (x0 < x_array(left)) {
             idx = left;
-        } else if (x0 > x_array(right)) {
+        } else if (x0 >= x_array(right)) {
             idx = right - 1;
         } else {
             idx = find_index(x0, x_array);
diff --git a/networks/ECSN/modified_rates.H b/networks/ECSN/modified_rates.H
new file mode 100644
index 0000000000..37deb29474
--- /dev/null
+++ b/networks/ECSN/modified_rates.H
@@ -0,0 +1,31 @@
+#ifndef MODIFIED_RATES_H
+#define MODIFIED_RATES_H
+
+#include <AMReX.H>
+#include <AMReX_Print.H>
+
+#include <tfactors.H>
+#include <actual_network.H>
+#include <rate_type.H>
+#include <temperature_table_rates.H>
+#include <reaclib_rates.H>
+
+namespace modified_rates {
+
+    using namespace temp_tabular;
+
+
+    template <int do_T_derivatives, typename T>
+    AMREX_GPU_HOST_DEVICE AMREX_INLINE
+    void
+    fill_rates([[maybe_unused]] const tf_t& tfactors,
+               [[maybe_unused]] T& rate_eval)
+    {
+
+        [[maybe_unused]] amrex::Real rate;
+        [[maybe_unused]] amrex::Real drate_dT;
+
+
+    }
+}
+#endif
diff --git a/networks/ECSN/partition_functions.H b/networks/ECSN/partition_functions.H
index ad2d7c7386..d5bc129926 100644
--- a/networks/ECSN/partition_functions.H
+++ b/networks/ECSN/partition_functions.H
@@ -22,7 +22,7 @@ namespace part_fun {
     // interpolation routine
 
     template <typename T>
-    AMREX_GPU_HOST_DEVICE AMREX_INLINE
+    AMREX_GPU_DEVICE AMREX_INLINE
     void interpolate_pf(const amrex::Real t9, int idx,
                         const T& temp_array, const T& pf_array,
                         amrex::Real& logpf, amrex::Real& dlogpf_dT9) {
@@ -66,7 +66,7 @@ namespace part_fun {
         // Store the coefficient and derivative adjacent in memory, as they're
         // always accessed at the same time.
         amrex::Array2D<amrex::Real, 1, NumSpecTotal, 1, 2, amrex::Order::C> data;
-        AMREX_GPU_HOST_DEVICE AMREX_INLINE
+        AMREX_GPU_DEVICE AMREX_INLINE
         pf_cache_t() {
             // The entries will be default-initialized to -900,
             // log(partition_function) should never be -900.
@@ -82,7 +82,7 @@ namespace part_fun {
 // get the partition function for nucleus inuc.  Here pf_cache
 // should already contain the index into the temp / pf arrays
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function(const int inuc,
                             [[maybe_unused]] const amrex::Real T9,
                             const part_fun::pf_cache_t& pf_cache,
@@ -110,7 +110,7 @@ void get_partition_function(const int inuc,
 // index into the arrays. Uses tfactors instead of T9 as argument,
 // and returns pf and dpf_dT instead of logpf and dlogpf_dT9
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function(const int inuc,
                             [[maybe_unused]] const tf_t& tfactors,
                             amrex::Real& pf, amrex::Real& dpf_dT) {
@@ -130,7 +130,7 @@ void get_partition_function(const int inuc,
 }
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function_cached(const int inuc, const amrex::Real T9,
                                    part_fun::pf_cache_t& pf_cache,
                                    amrex::Real& logpf, amrex::Real& dlogpf_dT9) {
@@ -148,7 +148,7 @@ void get_partition_function_cached(const int inuc, const amrex::Real T9,
 
 
 template <int spec>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 constexpr amrex::Real get_spin_state() {
 
     static_assert(spec >= 1 && spec <= NumSpec);
@@ -189,7 +189,7 @@ constexpr amrex::Real get_spin_state() {
 
 // Legacy (non-templated) interface
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 amrex::Real get_spin_state (int spec) {
 
     amrex::Real s = -1.0_rt;
diff --git a/networks/ECSN/pynucastro-info.txt b/networks/ECSN/pynucastro-info.txt
index e055581de4..6256cf5f54 100644
--- a/networks/ECSN/pynucastro-info.txt
+++ b/networks/ECSN/pynucastro-info.txt
@@ -1 +1 @@
-pynucastro version: 2.9.0-28-gbcc09d414
+pynucastro version: 2.11.0-7-g6944c31a3
diff --git a/networks/ECSN/rate_type.H b/networks/ECSN/rate_type.H
new file mode 100644
index 0000000000..4819ade44e
--- /dev/null
+++ b/networks/ECSN/rate_type.H
@@ -0,0 +1,25 @@
+#ifndef NET_RATE_TYPE_H
+#define NET_RATE_TYPE_H
+
+#include <actual_network.H>
+
+struct rate_t {
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  screened_rates;
+#ifdef SCREENING
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  log_screen;
+#endif
+    amrex::Real enuc_weak;
+};
+
+struct rate_derivs_t {
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  screened_rates;
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  dscreened_rates_dT;
+#ifdef SCREENING
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  log_screen;
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  dlog_screen_dT;
+#endif
+    amrex::Real enuc_weak;
+};
+
+
+#endif
\ No newline at end of file
diff --git a/networks/ECSN/reaclib_rates.H b/networks/ECSN/reaclib_rates.H
index b841ec4077..b582631e39 100644
--- a/networks/ECSN/reaclib_rates.H
+++ b/networks/ECSN/reaclib_rates.H
@@ -6,25 +6,14 @@
 
 #include <tfactors.H>
 #include <actual_network.H>
+#include <rate_type.H>
 
 using namespace Rates;
 using namespace Species;
 
-struct rate_t {
-    amrex::Array1D<amrex::Real, 1, NumRates>  screened_rates;
-    amrex::Real enuc_weak;
-};
-
-struct rate_derivs_t {
-    amrex::Array1D<amrex::Real, 1, NumRates>  screened_rates;
-    amrex::Array1D<amrex::Real, 1, NumRates>  dscreened_rates_dT;
-    amrex::Real enuc_weak;
-};
-
-
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ne20_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ne20_to_He4_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne20 --> He4 + O16
 
@@ -38,8 +27,12 @@ void rate_Ne20_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     // co10r
     ln_set_rate =  28.6431 + -65.246 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  65.246 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -54,9 +47,13 @@ void rate_Ne20_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  48.6604 + -54.8875 * tfactors.T9i + -39.7262 * tfactors.T913i + -0.210799 * tfactors.T913
                          + 0.442879 * tfactors.T9 + -0.0797753 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  54.8875 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.7262 * tfactors.T943i + (1.0/3.0) * -0.210799 * tfactors.T923i
                                   + 0.442879 + (5.0/3.0) * -0.0797753 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -71,9 +68,13 @@ void rate_Ne20_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  34.2658 + -67.6518 * tfactors.T9i + -3.65925 * tfactors.T913
                          + 0.714224 * tfactors.T9 + -0.00107508 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  67.6518 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -3.65925 * tfactors.T923i
                                   + 0.714224 + (5.0/3.0) * -0.00107508 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -87,8 +88,8 @@ void rate_Ne20_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + He4 --> Ne20
 
@@ -103,9 +104,13 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  3.88571 + -10.3585 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.3585 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -120,9 +125,13 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  23.903 + -39.7262 * tfactors.T913i + -0.210799 * tfactors.T913
                          + 0.442879 * tfactors.T9 + -0.0797753 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.7262 * tfactors.T943i + (1.0/3.0) * -0.210799 * tfactors.T923i
                                   + 0.442879 + (5.0/3.0) * -0.0797753 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -137,9 +146,13 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  9.50848 + -12.7643 * tfactors.T9i + -3.65925 * tfactors.T913
                          + 0.714224 * tfactors.T9 + -0.00107508 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.7643 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -3.65925 * tfactors.T923i
                                   + 0.714224 + (5.0/3.0) * -0.00107508 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -153,8 +166,8 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne20 + He4 --> Mg24
 
@@ -169,9 +182,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -8.79827 + -12.7809 * tfactors.T9i + 16.9229 * tfactors.T913
                          + -2.57325 * tfactors.T9 + 0.208997 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.7809 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 16.9229 * tfactors.T923i
                                   + -2.57325 + (5.0/3.0) * 0.208997 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -186,9 +203,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  1.98307 + -9.22026 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  9.22026 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -203,9 +224,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -38.7055 + -2.50605 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.50605 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -220,9 +245,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  24.5058 + -46.2525 * tfactors.T913i + 5.58901 * tfactors.T913
                          + 7.61843 * tfactors.T9 + -3.683 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -46.2525 * tfactors.T943i + (1.0/3.0) * 5.58901 * tfactors.T923i
                                   + 7.61843 + (5.0/3.0) * -3.683 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -236,8 +265,8 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg24 + He4 --> Si28
 
@@ -252,9 +281,13 @@ void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  8.03977 + -15.629 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  15.629 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -269,9 +302,13 @@ void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -50.5494 + -12.8332 * tfactors.T9i + 21.3721 * tfactors.T913i + 37.7649 * tfactors.T913
                          + -4.10635 * tfactors.T9 + 0.249618 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.8332 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 21.3721 * tfactors.T943i + (1.0/3.0) * 37.7649 * tfactors.T923i
                                   + -4.10635 + (5.0/3.0) * 0.249618 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -285,8 +322,8 @@ void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al27 + p --> Si28
 
@@ -301,9 +338,13 @@ void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -13.6664 + -1.90396 * tfactors.T9i + 23.8634 * tfactors.T913
                          + -3.70135 * tfactors.T9 + 0.28964 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.90396 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 23.8634 * tfactors.T923i
                                   + -3.70135 + (5.0/3.0) * 0.28964 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -318,9 +359,13 @@ void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  86.0234 + -0.387313 * tfactors.T9i + -26.8327 * tfactors.T913i + -116.137 * tfactors.T913
                          + 0.00950567 * tfactors.T9 + 0.00999755 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.387313 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -26.8327 * tfactors.T943i + (1.0/3.0) * -116.137 * tfactors.T923i
                                   + 0.00950567 + (5.0/3.0) * 0.00999755 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -335,9 +380,13 @@ void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  21.1065 + -23.2205 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -23.2205 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -351,8 +400,8 @@ void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Al27_to_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Al27_to_P31_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al27 + He4 --> P31
 
@@ -367,9 +416,13 @@ void rate_He4_Al27_to_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  47.2333 + -56.5351 * tfactors.T913i + -0.896208 * tfactors.T913
                          + -1.72024 * tfactors.T9 + 0.185409 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -56.5351 * tfactors.T943i + (1.0/3.0) * -0.896208 * tfactors.T923i
                                   + -1.72024 + (5.0/3.0) * 0.185409 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -383,8 +436,8 @@ void rate_He4_Al27_to_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Si28_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Si28_to_S32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si28 + He4 --> S32
 
@@ -399,9 +452,13 @@ void rate_He4_Si28_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  47.9212 + -59.4896 * tfactors.T913i + 4.47205 * tfactors.T913
                          + -4.78989 * tfactors.T9 + 0.557201 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -59.4896 * tfactors.T943i + (1.0/3.0) * 4.47205 * tfactors.T923i
                                   + -4.78989 + (5.0/3.0) * 0.557201 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -415,8 +472,8 @@ void rate_He4_Si28_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P31 + p --> S32
 
@@ -431,9 +488,13 @@ void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  0.821556 + -3.77704 * tfactors.T9i + 8.09341 * tfactors.T913
                          + -0.615971 * tfactors.T9 + 0.031159 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.77704 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 8.09341 * tfactors.T923i
                                   + -0.615971 + (5.0/3.0) * 0.031159 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -448,9 +509,13 @@ void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  -2.66839 + -2.25958 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.25958 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -465,9 +530,13 @@ void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  19.2596 + -25.3278 * tfactors.T913i + 6.4931 * tfactors.T913
                          + -9.27513 * tfactors.T9 + -0.610439 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -25.3278 * tfactors.T943i + (1.0/3.0) * 6.4931 * tfactors.T923i
                                   + -9.27513 + (5.0/3.0) * -0.610439 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -481,8 +550,8 @@ void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_O16_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O16_O16_to_p_P31_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + O16 --> p + P31
 
@@ -497,9 +566,13 @@ void rate_O16_O16_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  85.2628 + 0.223453 * tfactors.T9i + -145.844 * tfactors.T913i + 8.72612 * tfactors.T913
                          + -0.554035 * tfactors.T9 + -0.137562 * tfactors.T953 + -6.88807 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.223453 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -145.844 * tfactors.T943i + (1.0/3.0) * 8.72612 * tfactors.T923i
                                   + -0.554035 + (5.0/3.0) * -0.137562 * tfactors.T923 + -6.88807 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -513,8 +586,8 @@ void rate_O16_O16_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_O16_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O16_O16_to_He4_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + O16 --> He4 + Si28
 
@@ -529,9 +602,13 @@ void rate_O16_O16_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  97.2435 + -0.268514 * tfactors.T9i + -119.324 * tfactors.T913i + -32.2497 * tfactors.T913
                          + 1.46214 * tfactors.T9 + -0.200893 * tfactors.T953 + 13.2148 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.268514 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -119.324 * tfactors.T943i + (1.0/3.0) * -32.2497 * tfactors.T923i
                                   + 1.46214 + (5.0/3.0) * -0.200893 * tfactors.T923 + 13.2148 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -545,8 +622,8 @@ void rate_O16_O16_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, a
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mg24_to_p_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mg24_to_p_Al27_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg24 + He4 --> p + Al27
 
@@ -561,9 +638,13 @@ void rate_He4_Mg24_to_p_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -26.2862 + -19.5422 * tfactors.T9i + 5.18642 * tfactors.T913i + -34.7936 * tfactors.T913
                          + 168.225 * tfactors.T9 + -115.825 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  19.5422 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 5.18642 * tfactors.T943i + (1.0/3.0) * -34.7936 * tfactors.T923i
                                   + 168.225 + (5.0/3.0) * -115.825 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -578,9 +659,13 @@ void rate_He4_Mg24_to_p_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -6.44575 + -22.8216 * tfactors.T9i + 18.0416 * tfactors.T913
                          + -1.54137 * tfactors.T9 + 0.0847506 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  22.8216 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 18.0416 * tfactors.T923i
                                   + -1.54137 + (5.0/3.0) * 0.0847506 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -595,9 +680,13 @@ void rate_He4_Mg24_to_p_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  30.0397 + -18.5791 * tfactors.T9i + -26.4162 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  18.5791 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -26.4162 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -611,8 +700,8 @@ void rate_He4_Mg24_to_p_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al27 + p --> He4 + Mg24
 
@@ -627,9 +716,13 @@ void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -7.02789 + -4.2425 * tfactors.T9i + 18.0416 * tfactors.T913
                          + -1.54137 * tfactors.T9 + 0.0847506 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.2425 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 18.0416 * tfactors.T923i
                                   + -1.54137 + (5.0/3.0) * 0.0847506 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -644,9 +737,13 @@ void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -26.8683 + -0.963012 * tfactors.T9i + 5.18642 * tfactors.T913i + -34.7936 * tfactors.T913
                          + 168.225 * tfactors.T9 + -115.825 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.963012 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 5.18642 * tfactors.T943i + (1.0/3.0) * -34.7936 * tfactors.T923i
                                   + 168.225 + (5.0/3.0) * -115.825 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -661,9 +758,13 @@ void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  29.4576 + -26.4162 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -26.4162 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -677,8 +778,8 @@ void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Si28_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Si28_to_p_P31_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si28 + He4 --> p + P31
 
@@ -693,9 +794,13 @@ void rate_He4_Si28_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -13.4595 + -24.112 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  24.112 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -710,9 +815,13 @@ void rate_He4_Si28_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -11.4335 + -25.6606 * tfactors.T9i + 21.521 * tfactors.T913
                          + -1.90355 * tfactors.T9 + 0.092724 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  25.6606 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 21.521 * tfactors.T923i
                                   + -1.90355 + (5.0/3.0) * 0.092724 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -727,9 +836,13 @@ void rate_He4_Si28_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  60.3424 + -22.2348 * tfactors.T9i + -31.932 * tfactors.T913i + -77.0334 * tfactors.T913
                          + -43.6847 * tfactors.T9 + -4.28955 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  22.2348 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -31.932 * tfactors.T943i + (1.0/3.0) * -77.0334 * tfactors.T923i
                                   + -43.6847 + (5.0/3.0) * -4.28955 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -743,8 +856,8 @@ void rate_He4_Si28_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P31 + p --> He4 + Si28
 
@@ -759,9 +872,13 @@ void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -10.893 + -3.42575 * tfactors.T9i + 21.521 * tfactors.T913
                          + -1.90355 * tfactors.T9 + 0.092724 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.42575 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 21.521 * tfactors.T923i
                                   + -1.90355 + (5.0/3.0) * 0.092724 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -776,9 +893,13 @@ void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -12.919 + -1.87716 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.87716 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -793,9 +914,13 @@ void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  60.8829 + -31.932 * tfactors.T913i + -77.0334 * tfactors.T913
                          + -43.6847 * tfactors.T9 + -4.28955 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -31.932 * tfactors.T943i + (1.0/3.0) * -77.0334 * tfactors.T923i
                                   + -43.6847 + (5.0/3.0) * -4.28955 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -809,115 +934,262 @@ void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 
-
 template <int do_T_derivatives, typename T>
 AMREX_GPU_HOST_DEVICE AMREX_INLINE
 void
-fill_reaclib_rates(const tf_t& tfactors, T& rate_eval)
+fill_reaclib_rates([[maybe_unused]] const tf_t& tfactors,
+                   [[maybe_unused]] T& rate_eval)
 {
 
-    amrex::Real rate;
-    amrex::Real drate_dT;
-
-    rate_Ne20_to_He4_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ne20_to_He4_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ne20_to_He4_O16_reaclib) = drate_dT;
-
-    }
-    rate_He4_O16_to_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ne20_to_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib) = drate_dT;
-
-    }
-    rate_He4_Mg24_to_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Mg24_to_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_Si28_reaclib) = drate_dT;
-
-    }
-    rate_p_Al27_to_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Al27_to_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_Si28_reaclib) = drate_dT;
+    [[maybe_unused]] amrex::Real rate;
+    [[maybe_unused]] amrex::Real drate_dT;
 
-    }
-    rate_He4_Al27_to_P31_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Al27_to_P31_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Al27_to_P31_reaclib) = drate_dT;
+    {
+        // Ne20_to_He4_O16_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne20_to_He4_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ne20_to_He4_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ne20_to_He4_O16_reaclib) = drate_dT;
+        }
     }
-    rate_He4_Si28_to_S32_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Si28_to_S32_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_S32_reaclib) = drate_dT;
 
-    }
-    rate_p_P31_to_S32_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_P31_to_S32_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_P31_to_S32_reaclib) = drate_dT;
-
-    }
-    rate_O16_O16_to_p_P31_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O16_O16_to_p_P31_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_p_P31_reaclib) = drate_dT;
-
-    }
-    rate_O16_O16_to_He4_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O16_O16_to_He4_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_He4_Si28_reaclib) = drate_dT;
-
-    }
-    rate_He4_Mg24_to_p_Al27_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Mg24_to_p_Al27_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_p_Al27_reaclib) = drate_dT;
-
-    }
-    rate_p_Al27_to_He4_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Al27_to_He4_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_He4_Mg24_reaclib) = drate_dT;
-
-    }
-    rate_He4_Si28_to_p_P31_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Si28_to_p_P31_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_p_P31_reaclib) = drate_dT;
-
-    }
-    rate_p_P31_to_He4_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_P31_to_He4_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_P31_to_He4_Si28_reaclib) = drate_dT;
+    {
+        // He4_O16_to_Ne20_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O16);
+        }
+#endif
+        rate_He4_O16_to_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ne20_to_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ne20);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ne20);
+        }
+#endif
+        rate_He4_Ne20_to_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mg24_to_Si28_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mg24);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mg24);
+        }
+#endif
+        rate_He4_Mg24_to_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Mg24_to_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mg24_to_Si28_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Al27_to_Si28_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Al27);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Al27);
+        }
+#endif
+        rate_p_Al27_to_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Al27_to_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Al27_to_Si28_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Al27_to_P31_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Al27);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Al27);
+        }
+#endif
+        rate_He4_Al27_to_P31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Al27_to_P31_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Al27_to_P31_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Si28_to_S32_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Si28);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Si28);
+        }
+#endif
+        rate_He4_Si28_to_S32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Si28_to_S32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Si28_to_S32_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_P31_to_S32_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_P31);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_P31);
+        }
+#endif
+        rate_p_P31_to_S32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_P31_to_S32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_P31_to_S32_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // O16_O16_to_p_P31_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_O16_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_O16_O16);
+        }
+#endif
+        rate_O16_O16_to_p_P31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O16_O16_to_p_P31_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O16_O16_to_p_P31_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // O16_O16_to_He4_Si28_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_O16_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_O16_O16);
+        }
+#endif
+        rate_O16_O16_to_He4_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O16_O16_to_He4_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O16_O16_to_He4_Si28_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mg24_to_p_Al27_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mg24);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mg24);
+        }
+#endif
+        rate_He4_Mg24_to_p_Al27_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Mg24_to_p_Al27_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mg24_to_p_Al27_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Al27_to_He4_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Al27);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Al27);
+        }
+#endif
+        rate_p_Al27_to_He4_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Al27_to_He4_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Al27_to_He4_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Si28_to_p_P31_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Si28);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Si28);
+        }
+#endif
+        rate_He4_Si28_to_p_P31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Si28_to_p_P31_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Si28_to_p_P31_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_P31_to_He4_Si28_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_P31);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_P31);
+        }
+#endif
+        rate_p_P31_to_He4_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_P31_to_He4_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_P31_to_He4_Si28_reaclib) = drate_dT;
+        }
     }
 
-}
-
-template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void
-fill_approx_rates([[maybe_unused]] const tf_t& tfactors,
-                  [[maybe_unused]] const amrex::Real rho,
-                  [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
-                  [[maybe_unused]] T& rate_eval)
-{
-
-    [[maybe_unused]] amrex::Real rate{};
-    [[maybe_unused]] amrex::Real drate_dT{};
-
 
 }
 
diff --git a/networks/ECSN/table_rates.H b/networks/ECSN/table_rates.H
index 93db7f2738..6f7632b41e 100644
--- a/networks/ECSN/table_rates.H
+++ b/networks/ECSN/table_rates.H
@@ -55,11 +55,11 @@ constexpr int add_vars = 1;  // 1 Additional Var in entries
 namespace rate_tables
 {
     // F20 --> Ne20
-    inline AMREX_GPU_MANAGED table_t j_F20_Ne20_meta{.ntemp=39, .nrhoy=152, .nvars=3, .nheader=7};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 152> j_F20_Ne20_rhoy{7.0, 8.0, 8.02, 8.04, 8.06, 8.08, 8.1, 8.12, 8.14, 8.16, 8.18, 8.2, 8.22, 8.24, 8.26, 8.28, 8.3, 8.32, 8.34, 8.36, 8.38, 8.4, 8.42, 8.44, 8.46, 8.48, 8.5, 8.52, 8.54, 8.56, 8.58, 8.6, 8.62, 8.64, 8.66, 8.68, 8.7, 8.72, 8.74, 8.76, 8.78, 8.8, 8.82, 8.84, 8.86, 8.88, 8.9, 8.92, 8.94, 8.96, 8.98, 9.0, 9.02, 9.04, 9.06, 9.08, 9.1, 9.12, 9.14, 9.16, 9.18, 9.2, 9.22, 9.24, 9.26, 9.28, 9.3, 9.32, 9.34, 9.36, 9.38, 9.4, 9.42, 9.44, 9.46, 9.48, 9.5, 9.52, 9.54, 9.56, 9.58, 9.6, 9.62, 9.64, 9.66, 9.68, 9.7, 9.72, 9.74, 9.76, 9.78, 9.8, 9.82, 9.84, 9.86, 9.88, 9.9, 9.92, 9.94, 9.96, 9.98, 10.0, 10.02, 10.04, 10.06, 10.08, 10.1, 10.12, 10.14, 10.16, 10.18, 10.2, 10.22, 10.24, 10.26, 10.28, 10.3, 10.32, 10.34, 10.36, 10.38, 10.4, 10.42, 10.44, 10.46, 10.48, 10.5, 10.52, 10.54, 10.56, 10.58, 10.6, 10.62, 10.64, 10.66, 10.68, 10.7, 10.72, 10.74, 10.76, 10.78, 10.8, 10.82, 10.84, 10.86, 10.88, 10.9, 10.92, 10.94, 10.96, 10.98, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 39> j_F20_Ne20_temp{7.0, 7.2, 7.4, 7.6, 7.8, 8.0, 8.05, 8.1, 8.15, 8.2, 8.25, 8.3, 8.35, 8.4, 8.45, 8.5, 8.55, 8.6, 8.65, 8.7, 8.75, 8.8, 8.85, 8.9, 8.95, 9.0, 9.05, 9.1, 9.15, 9.2, 9.25, 9.3, 9.35, 9.4, 9.45, 9.5, 9.55, 9.6, 9.65};
+    inline AMREX_GPU_DEVICE table_t j_F20_Ne20_meta{.ntemp=39, .nrhoy=152, .nvars=3, .nheader=7};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 152> j_F20_Ne20_rhoy{7.0, 8.0, 8.02, 8.04, 8.06, 8.08, 8.1, 8.12, 8.14, 8.16, 8.18, 8.2, 8.22, 8.24, 8.26, 8.28, 8.3, 8.32, 8.34, 8.36, 8.38, 8.4, 8.42, 8.44, 8.46, 8.48, 8.5, 8.52, 8.54, 8.56, 8.58, 8.6, 8.62, 8.64, 8.66, 8.68, 8.7, 8.72, 8.74, 8.76, 8.78, 8.8, 8.82, 8.84, 8.86, 8.88, 8.9, 8.92, 8.94, 8.96, 8.98, 9.0, 9.02, 9.04, 9.06, 9.08, 9.1, 9.12, 9.14, 9.16, 9.18, 9.2, 9.22, 9.24, 9.26, 9.28, 9.3, 9.32, 9.34, 9.36, 9.38, 9.4, 9.42, 9.44, 9.46, 9.48, 9.5, 9.52, 9.54, 9.56, 9.58, 9.6, 9.62, 9.64, 9.66, 9.68, 9.7, 9.72, 9.74, 9.76, 9.78, 9.8, 9.82, 9.84, 9.86, 9.88, 9.9, 9.92, 9.94, 9.96, 9.98, 10.0, 10.02, 10.04, 10.06, 10.08, 10.1, 10.12, 10.14, 10.16, 10.18, 10.2, 10.22, 10.24, 10.26, 10.28, 10.3, 10.32, 10.34, 10.36, 10.38, 10.4, 10.42, 10.44, 10.46, 10.48, 10.5, 10.52, 10.54, 10.56, 10.58, 10.6, 10.62, 10.64, 10.66, 10.68, 10.7, 10.72, 10.74, 10.76, 10.78, 10.8, 10.82, 10.84, 10.86, 10.88, 10.9, 10.92, 10.94, 10.96, 10.98, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 39> j_F20_Ne20_temp{7.0, 7.2, 7.4, 7.6, 7.8, 8.0, 8.05, 8.1, 8.15, 8.2, 8.25, 8.3, 8.35, 8.4, 8.45, 8.5, 8.55, 8.6, 8.65, 8.7, 8.75, 8.8, 8.85, 8.9, 8.95, 9.0, 9.05, 9.1, 9.15, 9.2, 9.25, 9.3, 9.35, 9.4, 9.45, 9.5, 9.55, 9.6, 9.65};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 39, 1, 152, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 39, 1, 152, 1, num_vars>
          j_F20_Ne20_data{
 -1.21199,        -1.21164,        -1.21152,        -1.21162,        -1.21181,        -1.21203,        -1.21209,        -1.21216,        -1.21222,        -1.21229,        -1.21236,        -1.21244,        -1.21252,         -1.2126,        -1.21269,        -1.21278,        -1.21287,        -1.21297,        -1.21307,        -1.21317,        -1.21327,        -1.21338,        -1.21348,        -1.21358,        -1.21365,         -1.2137,        -1.21369,        -1.21358,        -1.21329,         -1.2127,         -1.2116,        -1.20917,        -1.20597,        -1.20175,        -1.19502,        -1.18621,        -1.17548,        -1.16328,        -1.15026,  // RATE
 -1.34425,        -1.34434,        -1.34446,        -1.34461,        -1.34469,        -1.34478,        -1.34483,         -1.3449,        -1.34498,        -1.34507,        -1.34518,        -1.34528,         -1.3454,        -1.34554,        -1.34566,         -1.3458,        -1.34594,        -1.34609,        -1.34622,        -1.34636,         -1.3465,        -1.34663,        -1.34673,        -1.34681,        -1.34685,        -1.34681,        -1.34665,        -1.34631,        -1.34567,        -1.34453,        -1.34259,        -1.33943,        -1.33453,        -1.32736,        -1.31748,        -1.30479,        -1.28948,        -1.27211,        -1.25229,
@@ -520,11 +520,11 @@ namespace rate_tables
          };
 
     // F20 --> O20
-    inline AMREX_GPU_MANAGED table_t j_F20_O20_meta{.ntemp=39, .nrhoy=152, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 152> j_F20_O20_rhoy{7.0, 8.0, 8.02, 8.04, 8.06, 8.08, 8.1, 8.12, 8.14, 8.16, 8.18, 8.2, 8.22, 8.24, 8.26, 8.28, 8.3, 8.32, 8.34, 8.36, 8.38, 8.4, 8.42, 8.44, 8.46, 8.48, 8.5, 8.52, 8.54, 8.56, 8.58, 8.6, 8.62, 8.64, 8.66, 8.68, 8.7, 8.72, 8.74, 8.76, 8.78, 8.8, 8.82, 8.84, 8.86, 8.88, 8.9, 8.92, 8.94, 8.96, 8.98, 9.0, 9.02, 9.04, 9.06, 9.08, 9.1, 9.12, 9.14, 9.16, 9.18, 9.2, 9.22, 9.24, 9.26, 9.28, 9.3, 9.32, 9.34, 9.36, 9.38, 9.4, 9.42, 9.44, 9.46, 9.48, 9.5, 9.52, 9.54, 9.56, 9.58, 9.6, 9.62, 9.64, 9.66, 9.68, 9.7, 9.72, 9.74, 9.76, 9.78, 9.8, 9.82, 9.84, 9.86, 9.88, 9.9, 9.92, 9.94, 9.96, 9.98, 10.0, 10.02, 10.04, 10.06, 10.08, 10.1, 10.12, 10.14, 10.16, 10.18, 10.2, 10.22, 10.24, 10.26, 10.28, 10.3, 10.32, 10.34, 10.36, 10.38, 10.4, 10.42, 10.44, 10.46, 10.48, 10.5, 10.52, 10.54, 10.56, 10.58, 10.6, 10.62, 10.64, 10.66, 10.68, 10.7, 10.72, 10.74, 10.76, 10.78, 10.8, 10.82, 10.84, 10.86, 10.88, 10.9, 10.92, 10.94, 10.96, 10.98, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 39> j_F20_O20_temp{7.0, 7.2, 7.4, 7.6, 7.8, 8.0, 8.05, 8.1, 8.15, 8.2, 8.25, 8.3, 8.35, 8.4, 8.45, 8.5, 8.55, 8.6, 8.65, 8.7, 8.75, 8.8, 8.85, 8.9, 8.95, 9.0, 9.05, 9.1, 9.15, 9.2, 9.25, 9.3, 9.35, 9.4, 9.45, 9.5, 9.55, 9.6, 9.65};
+    inline AMREX_GPU_DEVICE table_t j_F20_O20_meta{.ntemp=39, .nrhoy=152, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 152> j_F20_O20_rhoy{7.0, 8.0, 8.02, 8.04, 8.06, 8.08, 8.1, 8.12, 8.14, 8.16, 8.18, 8.2, 8.22, 8.24, 8.26, 8.28, 8.3, 8.32, 8.34, 8.36, 8.38, 8.4, 8.42, 8.44, 8.46, 8.48, 8.5, 8.52, 8.54, 8.56, 8.58, 8.6, 8.62, 8.64, 8.66, 8.68, 8.7, 8.72, 8.74, 8.76, 8.78, 8.8, 8.82, 8.84, 8.86, 8.88, 8.9, 8.92, 8.94, 8.96, 8.98, 9.0, 9.02, 9.04, 9.06, 9.08, 9.1, 9.12, 9.14, 9.16, 9.18, 9.2, 9.22, 9.24, 9.26, 9.28, 9.3, 9.32, 9.34, 9.36, 9.38, 9.4, 9.42, 9.44, 9.46, 9.48, 9.5, 9.52, 9.54, 9.56, 9.58, 9.6, 9.62, 9.64, 9.66, 9.68, 9.7, 9.72, 9.74, 9.76, 9.78, 9.8, 9.82, 9.84, 9.86, 9.88, 9.9, 9.92, 9.94, 9.96, 9.98, 10.0, 10.02, 10.04, 10.06, 10.08, 10.1, 10.12, 10.14, 10.16, 10.18, 10.2, 10.22, 10.24, 10.26, 10.28, 10.3, 10.32, 10.34, 10.36, 10.38, 10.4, 10.42, 10.44, 10.46, 10.48, 10.5, 10.52, 10.54, 10.56, 10.58, 10.6, 10.62, 10.64, 10.66, 10.68, 10.7, 10.72, 10.74, 10.76, 10.78, 10.8, 10.82, 10.84, 10.86, 10.88, 10.9, 10.92, 10.94, 10.96, 10.98, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 39> j_F20_O20_temp{7.0, 7.2, 7.4, 7.6, 7.8, 8.0, 8.05, 8.1, 8.15, 8.2, 8.25, 8.3, 8.35, 8.4, 8.45, 8.5, 8.55, 8.6, 8.65, 8.7, 8.75, 8.8, 8.85, 8.9, 8.95, 9.0, 9.05, 9.1, 9.15, 9.2, 9.25, 9.3, 9.35, 9.4, 9.45, 9.5, 9.55, 9.6, 9.65};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 39, 1, 152, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 39, 1, 152, 1, num_vars>
          j_F20_O20_data{
 -500.0,          -500.0,          -500.0,          -500.0,          -258.6,         -165.78,         -148.47,         -133.02,         -119.24,         -106.92,         -95.938,         -86.128,         -77.366,         -69.545,         -62.562,         -56.319,          -50.74,         -45.751,         -41.289,         -37.298,         -33.726,         -30.524,         -27.658,         -25.087,         -22.781,         -20.711,         -18.852,          -17.18,         -15.677,         -14.327,         -13.109,         -12.011,         -11.026,          -10.14,         -9.3428,         -8.6261,         -7.9812,          -7.399,         -6.8709,  // RATE
 -500.0,          -500.0,          -500.0,          -255.8,         -163.94,         -105.92,         -95.107,         -85.448,         -76.843,         -69.125,         -62.251,         -56.102,           -50.6,         -45.686,         -41.293,         -37.357,         -33.833,         -30.675,         -27.846,         -25.308,         -23.031,         -20.983,         -19.144,         -17.487,         -15.995,         -14.648,         -13.432,         -12.332,         -11.337,         -10.434,         -9.6161,         -8.8739,         -8.2003,         -7.5884,         -7.0328,         -6.5276,         -6.0706,         -5.6507,         -5.2637,
@@ -985,11 +985,11 @@ namespace rate_tables
          };
 
     // Ne20 --> F20
-    inline AMREX_GPU_MANAGED table_t j_Ne20_F20_meta{.ntemp=39, .nrhoy=152, .nvars=3, .nheader=7};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 152> j_Ne20_F20_rhoy{7.0, 8.0, 8.02, 8.04, 8.06, 8.08, 8.1, 8.12, 8.14, 8.16, 8.18, 8.2, 8.22, 8.24, 8.26, 8.28, 8.3, 8.32, 8.34, 8.36, 8.38, 8.4, 8.42, 8.44, 8.46, 8.48, 8.5, 8.52, 8.54, 8.56, 8.58, 8.6, 8.62, 8.64, 8.66, 8.68, 8.7, 8.72, 8.74, 8.76, 8.78, 8.8, 8.82, 8.84, 8.86, 8.88, 8.9, 8.92, 8.94, 8.96, 8.98, 9.0, 9.02, 9.04, 9.06, 9.08, 9.1, 9.12, 9.14, 9.16, 9.18, 9.2, 9.22, 9.24, 9.26, 9.28, 9.3, 9.32, 9.34, 9.36, 9.38, 9.4, 9.42, 9.44, 9.46, 9.48, 9.5, 9.52, 9.54, 9.56, 9.58, 9.6, 9.62, 9.64, 9.66, 9.68, 9.7, 9.72, 9.74, 9.76, 9.78, 9.8, 9.82, 9.84, 9.86, 9.88, 9.9, 9.92, 9.94, 9.96, 9.98, 10.0, 10.02, 10.04, 10.06, 10.08, 10.1, 10.12, 10.14, 10.16, 10.18, 10.2, 10.22, 10.24, 10.26, 10.28, 10.3, 10.32, 10.34, 10.36, 10.38, 10.4, 10.42, 10.44, 10.46, 10.48, 10.5, 10.52, 10.54, 10.56, 10.58, 10.6, 10.62, 10.64, 10.66, 10.68, 10.7, 10.72, 10.74, 10.76, 10.78, 10.8, 10.82, 10.84, 10.86, 10.88, 10.9, 10.92, 10.94, 10.96, 10.98, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 39> j_Ne20_F20_temp{7.0, 7.2, 7.4, 7.6, 7.8, 8.0, 8.05, 8.1, 8.15, 8.2, 8.25, 8.3, 8.35, 8.4, 8.45, 8.5, 8.55, 8.6, 8.65, 8.7, 8.75, 8.8, 8.85, 8.9, 8.95, 9.0, 9.05, 9.1, 9.15, 9.2, 9.25, 9.3, 9.35, 9.4, 9.45, 9.5, 9.55, 9.6, 9.65};
+    inline AMREX_GPU_DEVICE table_t j_Ne20_F20_meta{.ntemp=39, .nrhoy=152, .nvars=3, .nheader=7};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 152> j_Ne20_F20_rhoy{7.0, 8.0, 8.02, 8.04, 8.06, 8.08, 8.1, 8.12, 8.14, 8.16, 8.18, 8.2, 8.22, 8.24, 8.26, 8.28, 8.3, 8.32, 8.34, 8.36, 8.38, 8.4, 8.42, 8.44, 8.46, 8.48, 8.5, 8.52, 8.54, 8.56, 8.58, 8.6, 8.62, 8.64, 8.66, 8.68, 8.7, 8.72, 8.74, 8.76, 8.78, 8.8, 8.82, 8.84, 8.86, 8.88, 8.9, 8.92, 8.94, 8.96, 8.98, 9.0, 9.02, 9.04, 9.06, 9.08, 9.1, 9.12, 9.14, 9.16, 9.18, 9.2, 9.22, 9.24, 9.26, 9.28, 9.3, 9.32, 9.34, 9.36, 9.38, 9.4, 9.42, 9.44, 9.46, 9.48, 9.5, 9.52, 9.54, 9.56, 9.58, 9.6, 9.62, 9.64, 9.66, 9.68, 9.7, 9.72, 9.74, 9.76, 9.78, 9.8, 9.82, 9.84, 9.86, 9.88, 9.9, 9.92, 9.94, 9.96, 9.98, 10.0, 10.02, 10.04, 10.06, 10.08, 10.1, 10.12, 10.14, 10.16, 10.18, 10.2, 10.22, 10.24, 10.26, 10.28, 10.3, 10.32, 10.34, 10.36, 10.38, 10.4, 10.42, 10.44, 10.46, 10.48, 10.5, 10.52, 10.54, 10.56, 10.58, 10.6, 10.62, 10.64, 10.66, 10.68, 10.7, 10.72, 10.74, 10.76, 10.78, 10.8, 10.82, 10.84, 10.86, 10.88, 10.9, 10.92, 10.94, 10.96, 10.98, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 39> j_Ne20_F20_temp{7.0, 7.2, 7.4, 7.6, 7.8, 8.0, 8.05, 8.1, 8.15, 8.2, 8.25, 8.3, 8.35, 8.4, 8.45, 8.5, 8.55, 8.6, 8.65, 8.7, 8.75, 8.8, 8.85, 8.9, 8.95, 9.0, 9.05, 9.1, 9.15, 9.2, 9.25, 9.3, 9.35, 9.4, 9.45, 9.5, 9.55, 9.6, 9.65};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 39, 1, 152, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 39, 1, 152, 1, num_vars>
          j_Ne20_F20_data{
 -500.0,          -500.0,          -500.0,          -500.0,          -500.0,          -500.0,        -292.114,        -260.972,        -233.199,         -208.42,        -186.324,        -166.613,        -149.036,        -133.346,         -119.35,        -106.859,         -95.714,        -85.7616,        -76.8783,        -68.9445,        -61.8593,        -55.5286,         -49.872,        -44.8158,        -40.2948,         -36.251,        -32.6329,        -29.3934,        -26.4919,        -23.8907,        -21.5583,        -19.4681,        -17.5881,         -15.894,        -14.3725,        -13.0022,        -11.7676,        -10.6538,        -9.64803,  // RATE
 -500.0,          -500.0,          -500.0,          -500.0,          -500.0,        -267.395,        -238.945,        -213.572,        -190.943,        -170.752,        -152.745,        -136.682,        -122.352,         -109.56,        -98.1447,        -87.9543,        -78.8574,        -70.7313,        -63.4757,         -56.991,        -51.1969,        -46.0162,        -41.3835,        -37.2389,        -33.5293,        -30.2069,        -27.2305,        -24.5612,        -22.1661,        -20.0141,        -18.0796,        -16.3381,        -14.7685,        -13.3508,        -12.0694,        -10.9095,        -9.85887,        -8.90646,         -8.0467,
@@ -1450,11 +1450,11 @@ namespace rate_tables
          };
 
     // O20 --> F20
-    inline AMREX_GPU_MANAGED table_t j_O20_F20_meta{.ntemp=39, .nrhoy=152, .nvars=3, .nheader=6};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 152> j_O20_F20_rhoy{7.0, 8.0, 8.02, 8.04, 8.06, 8.08, 8.1, 8.12, 8.14, 8.16, 8.18, 8.2, 8.22, 8.24, 8.26, 8.28, 8.3, 8.32, 8.34, 8.36, 8.38, 8.4, 8.42, 8.44, 8.46, 8.48, 8.5, 8.52, 8.54, 8.56, 8.58, 8.6, 8.62, 8.64, 8.66, 8.68, 8.7, 8.72, 8.74, 8.76, 8.78, 8.8, 8.82, 8.84, 8.86, 8.88, 8.9, 8.92, 8.94, 8.96, 8.98, 9.0, 9.02, 9.04, 9.06, 9.08, 9.1, 9.12, 9.14, 9.16, 9.18, 9.2, 9.22, 9.24, 9.26, 9.28, 9.3, 9.32, 9.34, 9.36, 9.38, 9.4, 9.42, 9.44, 9.46, 9.48, 9.5, 9.52, 9.54, 9.56, 9.58, 9.6, 9.62, 9.64, 9.66, 9.68, 9.7, 9.72, 9.74, 9.76, 9.78, 9.8, 9.82, 9.84, 9.86, 9.88, 9.9, 9.92, 9.94, 9.96, 9.98, 10.0, 10.02, 10.04, 10.06, 10.08, 10.1, 10.12, 10.14, 10.16, 10.18, 10.2, 10.22, 10.24, 10.26, 10.28, 10.3, 10.32, 10.34, 10.36, 10.38, 10.4, 10.42, 10.44, 10.46, 10.48, 10.5, 10.52, 10.54, 10.56, 10.58, 10.6, 10.62, 10.64, 10.66, 10.68, 10.7, 10.72, 10.74, 10.76, 10.78, 10.8, 10.82, 10.84, 10.86, 10.88, 10.9, 10.92, 10.94, 10.96, 10.98, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 39> j_O20_F20_temp{7.0, 7.2, 7.4, 7.6, 7.8, 8.0, 8.05, 8.1, 8.15, 8.2, 8.25, 8.3, 8.35, 8.4, 8.45, 8.5, 8.55, 8.6, 8.65, 8.7, 8.75, 8.8, 8.85, 8.9, 8.95, 9.0, 9.05, 9.1, 9.15, 9.2, 9.25, 9.3, 9.35, 9.4, 9.45, 9.5, 9.55, 9.6, 9.65};
+    inline AMREX_GPU_DEVICE table_t j_O20_F20_meta{.ntemp=39, .nrhoy=152, .nvars=3, .nheader=6};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 152> j_O20_F20_rhoy{7.0, 8.0, 8.02, 8.04, 8.06, 8.08, 8.1, 8.12, 8.14, 8.16, 8.18, 8.2, 8.22, 8.24, 8.26, 8.28, 8.3, 8.32, 8.34, 8.36, 8.38, 8.4, 8.42, 8.44, 8.46, 8.48, 8.5, 8.52, 8.54, 8.56, 8.58, 8.6, 8.62, 8.64, 8.66, 8.68, 8.7, 8.72, 8.74, 8.76, 8.78, 8.8, 8.82, 8.84, 8.86, 8.88, 8.9, 8.92, 8.94, 8.96, 8.98, 9.0, 9.02, 9.04, 9.06, 9.08, 9.1, 9.12, 9.14, 9.16, 9.18, 9.2, 9.22, 9.24, 9.26, 9.28, 9.3, 9.32, 9.34, 9.36, 9.38, 9.4, 9.42, 9.44, 9.46, 9.48, 9.5, 9.52, 9.54, 9.56, 9.58, 9.6, 9.62, 9.64, 9.66, 9.68, 9.7, 9.72, 9.74, 9.76, 9.78, 9.8, 9.82, 9.84, 9.86, 9.88, 9.9, 9.92, 9.94, 9.96, 9.98, 10.0, 10.02, 10.04, 10.06, 10.08, 10.1, 10.12, 10.14, 10.16, 10.18, 10.2, 10.22, 10.24, 10.26, 10.28, 10.3, 10.32, 10.34, 10.36, 10.38, 10.4, 10.42, 10.44, 10.46, 10.48, 10.5, 10.52, 10.54, 10.56, 10.58, 10.6, 10.62, 10.64, 10.66, 10.68, 10.7, 10.72, 10.74, 10.76, 10.78, 10.8, 10.82, 10.84, 10.86, 10.88, 10.9, 10.92, 10.94, 10.96, 10.98, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 39> j_O20_F20_temp{7.0, 7.2, 7.4, 7.6, 7.8, 8.0, 8.05, 8.1, 8.15, 8.2, 8.25, 8.3, 8.35, 8.4, 8.45, 8.5, 8.55, 8.6, 8.65, 8.7, 8.75, 8.8, 8.85, 8.9, 8.95, 9.0, 9.05, 9.1, 9.15, 9.2, 9.25, 9.3, 9.35, 9.4, 9.45, 9.5, 9.55, 9.6, 9.65};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 39, 1, 152, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 39, 1, 152, 1, num_vars>
          j_O20_F20_data{
 -1.3809,         -1.3788,         -1.3776,         -1.3776,          -1.378,         -1.3785,         -1.3786,         -1.3787,         -1.3789,          -1.379,         -1.3792,         -1.3793,         -1.3794,         -1.3796,         -1.3797,         -1.3798,         -1.3799,           -1.38,         -1.3802,         -1.3802,         -1.3803,         -1.3803,         -1.3802,         -1.3801,         -1.3798,         -1.3795,          -1.379,         -1.3783,         -1.3774,         -1.3755,         -1.3739,         -1.3729,         -1.3706,         -1.3676,         -1.3637,         -1.3586,         -1.3521,         -1.3437,         -1.3336,  // RATE
 -2.1249,         -2.1253,          -2.126,         -2.1272,         -2.1276,         -2.1274,         -2.1274,         -2.1275,         -2.1276,         -2.1278,          -2.128,         -2.1281,         -2.1282,         -2.1284,         -2.1283,         -2.1282,          -2.128,         -2.1276,         -2.1269,         -2.1259,         -2.1246,         -2.1227,         -2.1202,          -2.117,         -2.1127,         -2.1073,         -2.1005,         -2.0919,         -2.0813,         -2.0683,         -2.0526,         -2.0336,         -2.0109,         -1.9838,         -1.9517,         -1.9139,         -1.8673,          -1.817,         -1.7642,
@@ -1917,7 +1917,7 @@ namespace rate_tables
 }
 
 
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_linear_1d(const amrex::Real fhi, const amrex::Real flo, const amrex::Real xhi, const amrex::Real xlo, const amrex::Real x)
 {
@@ -1930,7 +1930,7 @@ evaluate_linear_1d(const amrex::Real fhi, const amrex::Real flo, const amrex::Re
     return f;
 }
 
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_linear_2d(const amrex::Real fip1jp1, const amrex::Real fip1j, const amrex::Real fijp1, const amrex::Real fij,
           const amrex::Real xhi, const amrex::Real xlo, const amrex::Real yhi, const amrex::Real ylo,
@@ -1962,7 +1962,7 @@ evaluate_linear_2d(const amrex::Real fip1jp1, const amrex::Real fip1j, const amr
 
 
 template<typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_vars(const int irhoy_lo, const int jtemp_lo,
               const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -1992,7 +1992,7 @@ evaluate_vars(const int irhoy_lo, const int jtemp_lo,
 
 
 template<typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_dr_dtemp(const int irhoy_lo, const int jtemp_lo,
                   const table_t& table_meta, const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -2135,7 +2135,7 @@ evaluate_dr_dtemp(const int irhoy_lo, const int jtemp_lo,
 
 
 template <typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 void
 get_entries(const int irhoy_lo, const int jtemp_lo,
             const table_t& table_meta, const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -2163,7 +2163,7 @@ get_entries(const int irhoy_lo, const int jtemp_lo,
 }
 
 template <typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 void
 tabular_evaluate(const table_t& table_meta,
                  const R& log_rhoy_table, const T& log_temp_table, const D& data,
diff --git a/networks/ECSN/temperature_table_rates.H b/networks/ECSN/temperature_table_rates.H
index 4fdd0d89c7..8490332679 100644
--- a/networks/ECSN/temperature_table_rates.H
+++ b/networks/ECSN/temperature_table_rates.H
@@ -5,7 +5,7 @@
 
 #include <tfactors.H>
 #include <actual_network.H>
-
+#include <interp_tools.H>
 
 using namespace amrex::literals;
 
@@ -28,6 +28,7 @@ namespace temp_tabular {
         [[maybe_unused]] amrex::Real drate_dT;
 
 
+
     }
 
 
diff --git a/networks/he-burn/ase-iron/Make.package b/networks/he-burn/ase-iron/Make.package
index fd942a5ce1..35413fdcff 100644
--- a/networks/he-burn/ase-iron/Make.package
+++ b/networks/he-burn/ase-iron/Make.package
@@ -2,13 +2,15 @@ PYNUCASTRO_NETWORK = TRUE
 CEXE_headers += network_properties.H
 
 ifeq ($(USE_REACT),TRUE)
-  CEXE_sources += actual_network_data.cpp
   CEXE_headers += actual_network.H
   CEXE_headers += tfactors.H
   CEXE_headers += interp_tools.H
   CEXE_headers += partition_functions.H
   CEXE_headers += actual_rhs.H
+  CEXE_headers += rate_type.H
   CEXE_headers += reaclib_rates.H
+  CEXE_headers += approximate_rates.H
+  CEXE_headers += modified_rates.H
   CEXE_headers += table_rates.H
   CEXE_headers += temperature_table_rates.H
   CEXE_headers += derived_rates.H
diff --git a/networks/he-burn/ase-iron/actual_network.H b/networks/he-burn/ase-iron/actual_network.H
index 0aaa22d7cd..575bf69ca9 100644
--- a/networks/he-burn/ase-iron/actual_network.H
+++ b/networks/he-burn/ase-iron/actual_network.H
@@ -1,18 +1,25 @@
 #ifndef actual_network_H
 #define actual_network_H
 
+#include <random>
 #include <string_view>
 
 #include <AMReX_REAL.H>
 #include <AMReX_Array.H>
 #include <AMReX_Loop.H>
 
+#include <extern_parameters.H>
 #include <fundamental_constants.H>
 #include <network_properties.H>
 
 using namespace amrex::literals;
 
-void actual_network_init();
+
+inline
+void actual_network_init() {
+
+
+}
 
 constexpr std::string_view network_name = "pynucastro-cxx";
 
@@ -272,9 +279,9 @@ namespace Rates
         k_He4_Cr48_to_p_Mn51_reaclib = 25,
         k_He4_Fe52_to_p_Co55_reaclib = 26,
         k_He4_He4_He4_to_C12_reaclib = 27,
-        k_C12_C12_to_n_Mg23_removed = 28,
-        k_O16_O16_to_n_S31_removed = 29,
-        k_C12_O16_to_n_Si27_removed = 30,
+        k_C12_C12_to_n_Mg23_reaclib = 28,
+        k_O16_O16_to_n_S31_reaclib = 29,
+        k_C12_O16_to_n_Si27_reaclib = 30,
         k_p_Fe54_to_Co55_reaclib = 31,
         k_He4_Fe54_to_Ni58_reaclib = 32,
         k_p_Fe56_to_Co57_reaclib = 33,
@@ -286,24 +293,24 @@ namespace Rates
         k_n_Co56_to_p_Fe56_reaclib = 39,
         k_p_Co57_to_He4_Fe54_reaclib = 40,
         k_n_Ni56_to_p_Co56_reaclib = 41,
-        k_He4_S32_to_Ar36_removed = 42,
-        k_p_Cl35_to_Ar36_removed = 43,
-        k_p_Cl35_to_He4_S32_removed = 44,
-        k_He4_Ar36_to_Ca40_removed = 45,
-        k_p_K39_to_Ca40_removed = 46,
-        k_p_K39_to_He4_Ar36_removed = 47,
-        k_He4_Ca40_to_Ti44_removed = 48,
-        k_p_Sc43_to_Ti44_removed = 49,
-        k_p_Sc43_to_He4_Ca40_removed = 50,
-        k_He4_Ti44_to_Cr48_removed = 51,
-        k_He4_Ti44_to_p_V47_removed = 52,
-        k_p_V47_to_Cr48_removed = 53,
-        k_n_Fe52_to_Fe53_removed = 54,
-        k_n_Fe53_to_Fe54_removed = 55,
-        k_n_Fe54_to_Fe55_removed = 56,
-        k_n_Fe55_to_Fe56_removed = 57,
-        k_n_Ni56_to_Ni57_removed = 58,
-        k_n_Ni57_to_Ni58_removed = 59,
+        k_He4_S32_to_Ar36_reaclib = 42,
+        k_p_Cl35_to_Ar36_reaclib = 43,
+        k_p_Cl35_to_He4_S32_reaclib = 44,
+        k_He4_Ar36_to_Ca40_reaclib = 45,
+        k_p_K39_to_Ca40_reaclib = 46,
+        k_p_K39_to_He4_Ar36_reaclib = 47,
+        k_He4_Ca40_to_Ti44_reaclib = 48,
+        k_p_Sc43_to_Ti44_reaclib = 49,
+        k_p_Sc43_to_He4_Ca40_reaclib = 50,
+        k_He4_Ti44_to_Cr48_reaclib = 51,
+        k_He4_Ti44_to_p_V47_reaclib = 52,
+        k_p_V47_to_Cr48_reaclib = 53,
+        k_n_Fe52_to_Fe53_reaclib = 54,
+        k_n_Fe53_to_Fe54_reaclib = 55,
+        k_n_Fe54_to_Fe55_reaclib = 56,
+        k_n_Fe55_to_Fe56_reaclib = 57,
+        k_n_Ni56_to_Ni57_reaclib = 58,
+        k_n_Ni57_to_Ni58_reaclib = 59,
         k_Co56_to_Fe56_weaktab = 60,
         k_Co56_to_Ni56_weaktab = 61,
         k_Fe56_to_Co56_weaktab = 62,
@@ -368,25 +375,67 @@ namespace Rates
         k_p_Fe56_to_n_Co56_derived = 121,
         k_p_Co56_to_n_Ni56_derived = 122,
         k_p_Ni58_to_He4_Co55_derived = 123,
-        k_He4_S32_to_p_Cl35_removed = 124,
-        k_Ar36_to_He4_S32_removed = 125,
-        k_Ar36_to_p_Cl35_removed = 126,
-        k_He4_Ar36_to_p_K39_removed = 127,
-        k_Ca40_to_He4_Ar36_removed = 128,
-        k_Ca40_to_p_K39_removed = 129,
-        k_He4_Ca40_to_p_Sc43_removed = 130,
-        k_Ti44_to_He4_Ca40_removed = 131,
-        k_Ti44_to_p_Sc43_removed = 132,
-        k_Cr48_to_He4_Ti44_removed = 133,
-        k_Cr48_to_p_V47_removed = 134,
-        k_p_V47_to_He4_Ti44_removed = 135,
-        k_Fe54_to_n_Fe53_removed = 136,
-        k_Fe53_to_n_Fe52_removed = 137,
-        k_Fe56_to_n_Fe55_removed = 138,
-        k_Fe55_to_n_Fe54_removed = 139,
-        k_Ni58_to_n_Ni57_removed = 140,
-        k_Ni57_to_n_Ni56_removed = 141,
-        NumRates = k_Ni57_to_n_Ni56_removed
+        k_He4_S32_to_p_Cl35_derived = 124,
+        k_Ar36_to_He4_S32_derived = 125,
+        k_Ar36_to_p_Cl35_derived = 126,
+        k_He4_Ar36_to_p_K39_derived = 127,
+        k_Ca40_to_He4_Ar36_derived = 128,
+        k_Ca40_to_p_K39_derived = 129,
+        k_He4_Ca40_to_p_Sc43_derived = 130,
+        k_Ti44_to_He4_Ca40_derived = 131,
+        k_Ti44_to_p_Sc43_derived = 132,
+        k_Cr48_to_He4_Ti44_derived = 133,
+        k_Cr48_to_p_V47_derived = 134,
+        k_p_V47_to_He4_Ti44_derived = 135,
+        k_Fe54_to_n_Fe53_derived = 136,
+        k_Fe53_to_n_Fe52_derived = 137,
+        k_Fe56_to_n_Fe55_derived = 138,
+        k_Fe55_to_n_Fe54_derived = 139,
+        k_Ni58_to_n_Ni57_derived = 140,
+        k_Ni57_to_n_Ni56_derived = 141,
+        NumRates = k_Ni57_to_n_Ni56_derived
+    };
+
+    enum ScreenPairs :
+    std::uint8_t
+    {
+        k_p_C12 = 1,
+        k_He4_O16 = 2,
+        k_p_Co57 = 3,
+        k_p_K39 = 4,
+        k_He4_Ca40 = 5,
+        k_He4_Ar36 = 6,
+        k_p_Sc43 = 7,
+        k_p_Fe56 = 8,
+        k_He4_C12 = 9,
+        k_He4_Ti44 = 10,
+        k_He4_Mg24 = 11,
+        k_C12_O16 = 12,
+        k_p_V47 = 13,
+        k_He4_Cr48 = 14,
+        k_p_Co55 = 15,
+        k_C12_C12 = 16,
+        k_He4_Ne20 = 17,
+        k_p_Al27 = 18,
+        k_p_Mn51 = 19,
+        k_p_Na23 = 20,
+        k_p_Co56 = 21,
+        k_p_Fe54 = 22,
+        k_He4_Fe52 = 23,
+        k_He4_S32 = 24,
+        k_He4_Mn51 = 25,
+        k_He4_Co55 = 26,
+        k_p_P31 = 27,
+        k_He4_He4 = 28,
+        k_p_Ni58 = 29,
+        k_p_O16 = 30,
+        k_He4_Si28 = 31,
+        k_He4_Fe54 = 32,
+        k_p_Cl35 = 33,
+        k_O16_O16 = 34,
+        k_He4_Be8 = 35,
+        k_He4_N13 = 36,
+        NumScreenPairs = k_He4_N13
     };
 
     // rate names -- note: the rates are 1-based, not zero-based, so we pad
@@ -422,9 +471,9 @@ namespace Rates
         "He4_Cr48_to_p_Mn51_reaclib",  // 25,
         "He4_Fe52_to_p_Co55_reaclib",  // 26,
         "He4_He4_He4_to_C12_reaclib",  // 27,
-        "C12_C12_to_n_Mg23_removed",  // 28,
-        "O16_O16_to_n_S31_removed",  // 29,
-        "C12_O16_to_n_Si27_removed",  // 30,
+        "C12_C12_to_n_Mg23_reaclib",  // 28,
+        "O16_O16_to_n_S31_reaclib",  // 29,
+        "C12_O16_to_n_Si27_reaclib",  // 30,
         "p_Fe54_to_Co55_reaclib",  // 31,
         "He4_Fe54_to_Ni58_reaclib",  // 32,
         "p_Fe56_to_Co57_reaclib",  // 33,
@@ -436,24 +485,24 @@ namespace Rates
         "n_Co56_to_p_Fe56_reaclib",  // 39,
         "p_Co57_to_He4_Fe54_reaclib",  // 40,
         "n_Ni56_to_p_Co56_reaclib",  // 41,
-        "He4_S32_to_Ar36_removed",  // 42,
-        "p_Cl35_to_Ar36_removed",  // 43,
-        "p_Cl35_to_He4_S32_removed",  // 44,
-        "He4_Ar36_to_Ca40_removed",  // 45,
-        "p_K39_to_Ca40_removed",  // 46,
-        "p_K39_to_He4_Ar36_removed",  // 47,
-        "He4_Ca40_to_Ti44_removed",  // 48,
-        "p_Sc43_to_Ti44_removed",  // 49,
-        "p_Sc43_to_He4_Ca40_removed",  // 50,
-        "He4_Ti44_to_Cr48_removed",  // 51,
-        "He4_Ti44_to_p_V47_removed",  // 52,
-        "p_V47_to_Cr48_removed",  // 53,
-        "n_Fe52_to_Fe53_removed",  // 54,
-        "n_Fe53_to_Fe54_removed",  // 55,
-        "n_Fe54_to_Fe55_removed",  // 56,
-        "n_Fe55_to_Fe56_removed",  // 57,
-        "n_Ni56_to_Ni57_removed",  // 58,
-        "n_Ni57_to_Ni58_removed",  // 59,
+        "He4_S32_to_Ar36_reaclib",  // 42,
+        "p_Cl35_to_Ar36_reaclib",  // 43,
+        "p_Cl35_to_He4_S32_reaclib",  // 44,
+        "He4_Ar36_to_Ca40_reaclib",  // 45,
+        "p_K39_to_Ca40_reaclib",  // 46,
+        "p_K39_to_He4_Ar36_reaclib",  // 47,
+        "He4_Ca40_to_Ti44_reaclib",  // 48,
+        "p_Sc43_to_Ti44_reaclib",  // 49,
+        "p_Sc43_to_He4_Ca40_reaclib",  // 50,
+        "He4_Ti44_to_Cr48_reaclib",  // 51,
+        "He4_Ti44_to_p_V47_reaclib",  // 52,
+        "p_V47_to_Cr48_reaclib",  // 53,
+        "n_Fe52_to_Fe53_reaclib",  // 54,
+        "n_Fe53_to_Fe54_reaclib",  // 55,
+        "n_Fe54_to_Fe55_reaclib",  // 56,
+        "n_Fe55_to_Fe56_reaclib",  // 57,
+        "n_Ni56_to_Ni57_reaclib",  // 58,
+        "n_Ni57_to_Ni58_reaclib",  // 59,
         "Co56_to_Fe56_weaktab",  // 60,
         "Co56_to_Ni56_weaktab",  // 61,
         "Fe56_to_Co56_weaktab",  // 62,
@@ -518,26 +567,32 @@ namespace Rates
         "p_Fe56_to_n_Co56_derived",  // 121,
         "p_Co56_to_n_Ni56_derived",  // 122,
         "p_Ni58_to_He4_Co55_derived",  // 123,
-        "He4_S32_to_p_Cl35_removed",  // 124,
-        "Ar36_to_He4_S32_removed",  // 125,
-        "Ar36_to_p_Cl35_removed",  // 126,
-        "He4_Ar36_to_p_K39_removed",  // 127,
-        "Ca40_to_He4_Ar36_removed",  // 128,
-        "Ca40_to_p_K39_removed",  // 129,
-        "He4_Ca40_to_p_Sc43_removed",  // 130,
-        "Ti44_to_He4_Ca40_removed",  // 131,
-        "Ti44_to_p_Sc43_removed",  // 132,
-        "Cr48_to_He4_Ti44_removed",  // 133,
-        "Cr48_to_p_V47_removed",  // 134,
-        "p_V47_to_He4_Ti44_removed",  // 135,
-        "Fe54_to_n_Fe53_removed",  // 136,
-        "Fe53_to_n_Fe52_removed",  // 137,
-        "Fe56_to_n_Fe55_removed",  // 138,
-        "Fe55_to_n_Fe54_removed",  // 139,
-        "Ni58_to_n_Ni57_removed",  // 140,
-        "Ni57_to_n_Ni56_removed"  // 141,
+        "He4_S32_to_p_Cl35_derived",  // 124,
+        "Ar36_to_He4_S32_derived",  // 125,
+        "Ar36_to_p_Cl35_derived",  // 126,
+        "He4_Ar36_to_p_K39_derived",  // 127,
+        "Ca40_to_He4_Ar36_derived",  // 128,
+        "Ca40_to_p_K39_derived",  // 129,
+        "He4_Ca40_to_p_Sc43_derived",  // 130,
+        "Ti44_to_He4_Ca40_derived",  // 131,
+        "Ti44_to_p_Sc43_derived",  // 132,
+        "Cr48_to_He4_Ti44_derived",  // 133,
+        "Cr48_to_p_V47_derived",  // 134,
+        "p_V47_to_He4_Ti44_derived",  // 135,
+        "Fe54_to_n_Fe53_derived",  // 136,
+        "Fe53_to_n_Fe52_derived",  // 137,
+        "Fe56_to_n_Fe55_derived",  // 138,
+        "Fe55_to_n_Fe54_derived",  // 139,
+        "Ni58_to_n_Ni57_derived",  // 140,
+        "Ni57_to_n_Ni56_derived"  // 141,
     };
 
+    template<std::uint8_t rate>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    constexpr amrex::Real get_p_random() {
+        return 0.0_rt;
+    }
+
 }
 
 #ifdef NSE_NET
diff --git a/networks/he-burn/ase-iron/actual_rhs.H b/networks/he-burn/ase-iron/actual_rhs.H
index 7440354fe1..9a5536d058 100644
--- a/networks/he-burn/ase-iron/actual_rhs.H
+++ b/networks/he-burn/ase-iron/actual_rhs.H
@@ -1,5 +1,5 @@
-#ifndef actual_rhs_H
-#define actual_rhs_H
+#ifndef ACTUAL_RHS_H
+#define ACTUAL_RHS_H
 
 #include <AMReX_REAL.H>
 #include <AMReX_Array.H>
@@ -15,7 +15,10 @@
 #ifdef NEUTRINOS
 #include <neutrino.H>
 #endif
+#include <rate_type.H>
 #include <reaclib_rates.H>
+#include <approximate_rates.H>
+#include <modified_rates.H>
 #include <table_rates.H>
 #include <temperature_table_rates.H>
 #include <derived_rates.H>
@@ -28,9 +31,8 @@ using namespace Rates;
 
 using namespace rate_tables;
 
-
 template<class T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void ener_gener_rate(T const& dydt, amrex::Real& enuc)
 {
 
@@ -49,17 +51,14 @@ void ener_gener_rate(T const& dydt, amrex::Real& enuc)
 }
 
 
+#ifdef SCREENING
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void evaluate_rates(const burn_t& state,
-                    const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
-                    T& rate_eval) {
-
-    // here Y is consistent with state.xn
-
-    [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
+AMREX_GPU_DEVICE AMREX_INLINE
+void evaluate_screening(const burn_t& state,
+                        const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                        T& rate_eval) {
 
-    // Calculate Reaclib rates
+    // Evaluate screening terms
 
     using number_t = std::conditional_t<do_T_derivatives, autodiff::dual, amrex::Real>;
     number_t temp = state.T;
@@ -68,777 +67,416 @@ void evaluate_rates(const burn_t& state,
         autodiff::seed(temp);
     }
 
-#ifdef SCREENING
     plasma_state_t<number_t> pstate{};
     fill_plasma_state(pstate, temp, state.rho, Y);
-#endif
-
-    const tf_t tfactors = evaluate_tfactors(state.T);
-
-    fill_reaclib_rates<do_T_derivatives, T>(tfactors, rate_eval);
-
-    temp_tabular::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
-
-    // Calculate Derived Rates. This should go last but before approx rates.
-    fill_derived_rates<do_T_derivatives, T>(tfactors, rate_eval);
-
-
-#ifdef SCREENING
-    // Evaluate screening factors
-
-    amrex::Real ratraw, dratraw_dT;
-    amrex::Real scor, dscor_dt;
-    [[maybe_unused]] amrex::Real scor2, dscor2_dt;
 
+    amrex::Real log_scor, dlog_scor_dT;
 
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 6.0_rt, 12.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_C12) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_C12) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_C12_to_N13_reaclib);
-    rate_eval.screened_rates(k_p_C12_to_N13_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 6.0_rt, 12.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_C12_to_O16_reaclib);
-    rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 16.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_O16) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib);
-    rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 10.0_rt, 20.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib);
-    rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ne20_to_p_Na23_derived);
-    rate_eval.screened_rates(k_He4_Ne20_to_p_Na23_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ne20_to_p_Na23_derived);
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_p_Na23_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ne20_to_C12_C12_derived);
-    rate_eval.screened_rates(k_He4_Ne20_to_C12_C12_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ne20_to_C12_C12_derived);
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_C12_C12_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 27.0_rt, 57.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Co57) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Co57) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 11.0_rt, 23.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 19.0_rt, 39.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Na23_to_Mg24_reaclib);
-    rate_eval.screened_rates(k_p_Na23_to_Mg24_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Na23_to_Mg24_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_Mg24_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_K39) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_K39) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Na23_to_He4_Ne20_reaclib);
-    rate_eval.screened_rates(k_p_Na23_to_He4_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Na23_to_He4_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_He4_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Na23_to_C12_C12_derived);
-    rate_eval.screened_rates(k_p_Na23_to_C12_C12_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Na23_to_C12_C12_derived);
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_C12_C12_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 12.0_rt, 24.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 20.0_rt, 40.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Mg24_to_Si28_reaclib);
-    rate_eval.screened_rates(k_He4_Mg24_to_Si28_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mg24_to_Si28_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_Si28_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ca40) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ca40) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Mg24_to_p_Al27_derived);
-    rate_eval.screened_rates(k_He4_Mg24_to_p_Al27_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mg24_to_p_Al27_derived);
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_p_Al27_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Mg24_to_C12_O16_derived);
-    rate_eval.screened_rates(k_He4_Mg24_to_C12_O16_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mg24_to_C12_O16_derived);
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_C12_O16_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 13.0_rt, 27.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Al27_to_Si28_reaclib);
-    rate_eval.screened_rates(k_p_Al27_to_Si28_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Al27_to_Si28_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_Si28_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Al27_to_He4_Mg24_reaclib);
-    rate_eval.screened_rates(k_p_Al27_to_He4_Mg24_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Al27_to_He4_Mg24_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_He4_Mg24_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Al27_to_C12_O16_derived);
-    rate_eval.screened_rates(k_p_Al27_to_C12_O16_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Al27_to_C12_O16_derived);
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_C12_O16_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 14.0_rt, 28.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 18.0_rt, 36.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Si28_to_S32_reaclib);
-    rate_eval.screened_rates(k_He4_Si28_to_S32_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Si28_to_S32_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_S32_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Si28_to_p_P31_derived);
-    rate_eval.screened_rates(k_He4_Si28_to_p_P31_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Si28_to_p_P31_derived);
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_p_P31_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Si28_to_O16_O16_derived);
-    rate_eval.screened_rates(k_He4_Si28_to_O16_O16_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Si28_to_O16_O16_derived);
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_O16_O16_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ar36) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ar36) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 15.0_rt, 31.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 21.0_rt, 43.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_P31_to_S32_reaclib);
-    rate_eval.screened_rates(k_p_P31_to_S32_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_P31_to_S32_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_P31_to_S32_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_P31_to_He4_Si28_reaclib);
-    rate_eval.screened_rates(k_p_P31_to_He4_Si28_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_P31_to_He4_Si28_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_P31_to_He4_Si28_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Sc43) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Sc43) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_P31_to_O16_O16_derived);
-    rate_eval.screened_rates(k_p_P31_to_O16_O16_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_P31_to_O16_O16_derived);
-        rate_eval.dscreened_rates_dT(k_p_P31_to_O16_O16_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 26.0_rt, 56.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Fe56) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Fe56) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 24.0_rt, 48.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 6.0_rt, 12.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Cr48_to_Fe52_reaclib);
-    rate_eval.screened_rates(k_He4_Cr48_to_Fe52_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cr48_to_Fe52_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cr48_to_Fe52_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Cr48_to_p_Mn51_reaclib);
-    rate_eval.screened_rates(k_He4_Cr48_to_p_Mn51_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cr48_to_p_Mn51_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cr48_to_p_Mn51_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_C12) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_C12) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 25.0_rt, 51.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Mn51_to_Fe52_reaclib);
-    rate_eval.screened_rates(k_p_Mn51_to_Fe52_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_derived);
-    rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_derived);
-        rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 22.0_rt, 44.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ti44) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ti44) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 25.0_rt, 51.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 12.0_rt, 24.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Mg24) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Mg24) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Mn51_to_Co55_reaclib);
-    rate_eval.screened_rates(k_He4_Mn51_to_Co55_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mn51_to_Co55_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Mn51_to_Co55_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(6.0_rt, 12.0_rt, 8.0_rt, 16.0_rt);
+        static_assert(scn_fac.z1 == 6.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_C12_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_C12_O16) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Mn51_to_p_Fe54_reaclib);
-    rate_eval.screened_rates(k_He4_Mn51_to_p_Fe54_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mn51_to_p_Fe54_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Mn51_to_p_Fe54_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 23.0_rt, 47.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_V47) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_V47) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 26.0_rt, 52.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 24.0_rt, 48.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Cr48) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Cr48) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Fe52_to_Ni56_reaclib);
-    rate_eval.screened_rates(k_He4_Fe52_to_Ni56_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Fe52_to_p_Co55_reaclib);
-    rate_eval.screened_rates(k_He4_Fe52_to_p_Co55_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_Co55_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_Co55_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 27.0_rt, 55.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Co55_to_Ni56_reaclib);
-    rate_eval.screened_rates(k_p_Co55_to_Ni56_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_derived);
-    rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_derived);
-        rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Co55) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Co55) = dlog_scor_dT;
+        }
     }
 
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(6.0_rt, 12.0_rt, 6.0_rt, 12.0_rt);
         static_assert(scn_fac.z1 == 6.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib);
-    rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib);
-    rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_C12_to_Mg24_modified);
-    rate_eval.screened_rates(k_C12_C12_to_Mg24_modified) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_C12_to_Mg24_modified);
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_Mg24_modified) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_C12_C12) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_C12_C12) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 13.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 10.0_rt, 20.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib);
-    rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ne20) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ne20) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(6.0_rt, 12.0_rt, 8.0_rt, 16.0_rt);
-        static_assert(scn_fac.z1 == 6.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_O16_to_p_Al27_reaclib);
-    rate_eval.screened_rates(k_C12_O16_to_p_Al27_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_O16_to_p_Al27_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_p_Al27_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_O16_to_He4_Mg24_reaclib);
-    rate_eval.screened_rates(k_C12_O16_to_He4_Mg24_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_O16_to_He4_Mg24_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_He4_Mg24_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_O16_to_Si28_modified);
-    rate_eval.screened_rates(k_C12_O16_to_Si28_modified) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_O16_to_Si28_modified);
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_Si28_modified) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 13.0_rt, 27.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Al27) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Al27) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(8.0_rt, 16.0_rt, 8.0_rt, 16.0_rt);
-        static_assert(scn_fac.z1 == 8.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_O16_O16_to_p_P31_reaclib);
-    rate_eval.screened_rates(k_O16_O16_to_p_P31_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_O16_O16_to_p_P31_reaclib);
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_p_P31_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_O16_O16_to_He4_Si28_reaclib);
-    rate_eval.screened_rates(k_O16_O16_to_He4_Si28_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_O16_O16_to_He4_Si28_reaclib);
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_He4_Si28_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_O16_O16_to_S32_modified);
-    rate_eval.screened_rates(k_O16_O16_to_S32_modified) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_O16_O16_to_S32_modified);
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_S32_modified) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 25.0_rt, 51.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Mn51) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Mn51) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 2.0_rt, 4.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 11.0_rt, 23.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Na23) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Na23) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac2 = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 4.0_rt, 8.0_rt);
-        static_assert(scn_fac2.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac2, scor2, dscor2_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib);
-    rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib) *= scor * scor2;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib) = ratraw * (scor * dscor2_dt + dscor_dt * scor2) + dratraw_dT * scor * scor2;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 27.0_rt, 56.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Co56) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Co56) = dlog_scor_dT;
+        }
     }
 
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 26.0_rt, 54.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Fe54_to_Co55_reaclib);
-    rate_eval.screened_rates(k_p_Fe54_to_Co55_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Fe54_to_Co55_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Fe54_to_Co55_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Fe54) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Fe54) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Fe54_to_He4_Mn51_derived);
-    rate_eval.screened_rates(k_p_Fe54_to_He4_Mn51_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Fe54_to_He4_Mn51_derived);
-        rate_eval.dscreened_rates_dT(k_p_Fe54_to_He4_Mn51_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 26.0_rt, 54.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 26.0_rt, 52.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Fe54_to_Ni58_reaclib);
-    rate_eval.screened_rates(k_He4_Fe54_to_Ni58_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe54_to_Ni58_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Fe54_to_Ni58_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Fe54_to_p_Co57_derived);
-    rate_eval.screened_rates(k_He4_Fe54_to_p_Co57_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe54_to_p_Co57_derived);
-        rate_eval.dscreened_rates_dT(k_He4_Fe54_to_p_Co57_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Fe52) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Fe52) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 26.0_rt, 56.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Fe56_to_Co57_reaclib);
-    rate_eval.screened_rates(k_p_Fe56_to_Co57_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Fe56_to_Co57_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Fe56_to_Co57_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Fe56_to_n_Co56_derived);
-    rate_eval.screened_rates(k_p_Fe56_to_n_Co56_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Fe56_to_n_Co56_derived);
-        rate_eval.dscreened_rates_dT(k_p_Fe56_to_n_Co56_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 16.0_rt, 32.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_S32) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_S32) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 27.0_rt, 57.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Co57_to_Ni58_reaclib);
-    rate_eval.screened_rates(k_p_Co57_to_Ni58_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Co57_to_Ni58_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Co57_to_Ni58_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Co57_to_He4_Fe54_reaclib);
-    rate_eval.screened_rates(k_p_Co57_to_He4_Fe54_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Co57_to_He4_Fe54_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Co57_to_He4_Fe54_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 25.0_rt, 51.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Mn51) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Mn51) = dlog_scor_dT;
+        }
     }
 
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 27.0_rt, 55.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Co55) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Co55) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Co55_to_p_Ni58_reaclib);
-    rate_eval.screened_rates(k_He4_Co55_to_p_Ni58_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Co55_to_p_Ni58_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Co55_to_p_Ni58_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 16.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 15.0_rt, 31.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_P31) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_P31) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_O16_to_He4_N13_derived);
-    rate_eval.screened_rates(k_p_O16_to_He4_N13_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O16_to_He4_N13_derived);
-        rate_eval.dscreened_rates_dT(k_p_O16_to_He4_N13_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 27.0_rt, 56.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Co56_to_n_Ni56_derived);
-    rate_eval.screened_rates(k_p_Co56_to_n_Ni56_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Co56_to_n_Ni56_derived);
-        rate_eval.dscreened_rates_dT(k_p_Co56_to_n_Ni56_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 2.0_rt, 4.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_He4) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_He4) = dlog_scor_dT;
+        }
     }
 
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 28.0_rt, 58.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ni58) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ni58) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Ni58_to_He4_Co55_derived);
-    rate_eval.screened_rates(k_p_Ni58_to_He4_Co55_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ni58_to_He4_Co55_derived);
-        rate_eval.dscreened_rates_dT(k_p_Ni58_to_He4_Co55_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 16.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_O16) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 16.0_rt, 32.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 14.0_rt, 28.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_S32_to_Ar36_removed);
-    rate_eval.screened_rates(k_He4_S32_to_Ar36_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_removed);
-        rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Si28) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Si28) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_S32_to_p_Cl35_removed);
-    rate_eval.screened_rates(k_He4_S32_to_p_Cl35_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_removed);
-        rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 26.0_rt, 54.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Fe54) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Fe54) = dlog_scor_dT;
+        }
     }
 
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 17.0_rt, 35.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cl35_to_Ar36_removed);
-    rate_eval.screened_rates(k_p_Cl35_to_Ar36_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_removed);
-        rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cl35_to_He4_S32_removed);
-    rate_eval.screened_rates(k_p_Cl35_to_He4_S32_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_removed);
-        rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Cl35) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Cl35) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 18.0_rt, 36.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ar36_to_Ca40_removed);
-    rate_eval.screened_rates(k_He4_Ar36_to_Ca40_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ar36_to_p_K39_removed);
-    rate_eval.screened_rates(k_He4_Ar36_to_p_K39_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(8.0_rt, 16.0_rt, 8.0_rt, 16.0_rt);
+        static_assert(scn_fac.z1 == 8.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_O16_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_O16_O16) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 19.0_rt, 39.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_K39_to_Ca40_removed);
-    rate_eval.screened_rates(k_p_K39_to_Ca40_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_removed);
-        rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_K39_to_He4_Ar36_removed);
-    rate_eval.screened_rates(k_p_K39_to_He4_Ar36_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_removed);
-        rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 4.0_rt, 8.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Be8) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Be8) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 20.0_rt, 40.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 13.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_N13) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_N13) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Ca40_to_Ti44_removed);
-    rate_eval.screened_rates(k_He4_Ca40_to_Ti44_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+}
+#endif
 
-    ratraw = rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_removed);
-    rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
 
+template <int do_T_derivatives, typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void evaluate_rates(const burn_t& state,
+                    const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                    T& rate_eval) {
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 21.0_rt, 43.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
+    // here Y is consistent with state.xn
 
-    ratraw = rate_eval.screened_rates(k_p_Sc43_to_Ti44_removed);
-    rate_eval.screened_rates(k_p_Sc43_to_Ti44_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_removed);
-        rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
 
-    ratraw = rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_removed);
-    rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_removed);
-        rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    const tf_t tfactors = evaluate_tfactors(state.T);
 
+    // Precompute screening terms
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 22.0_rt, 44.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
+#ifdef SCREENING
+    evaluate_screening<do_T_derivatives, T>(state, Y, rate_eval);
+#endif
 
-    ratraw = rate_eval.screened_rates(k_He4_Ti44_to_Cr48_removed);
-    rate_eval.screened_rates(k_He4_Ti44_to_Cr48_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    // Fill in different rates
 
-    ratraw = rate_eval.screened_rates(k_He4_Ti44_to_p_V47_removed);
-    rate_eval.screened_rates(k_He4_Ti44_to_p_V47_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    fill_reaclib_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
+    temp_tabular::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 23.0_rt, 47.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
+    // fill modified rates next -- these can have ReacLib or
+    // TemperatureTabular/StarLib rates as the original rate
+    modified_rates::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
-    ratraw = rate_eval.screened_rates(k_p_V47_to_Cr48_removed);
-    rate_eval.screened_rates(k_p_V47_to_Cr48_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_removed);
-        rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    // Calculate Derived Rates next. This should go last but before
+    // approx rates, since those may have ReacLibRate,
+    // TemperatureTabularRate / StarLibRate, or DerivedRate as the
+    // underlying rate.
 
-    ratraw = rate_eval.screened_rates(k_p_V47_to_He4_Ti44_removed);
-    rate_eval.screened_rates(k_p_V47_to_He4_Ti44_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_removed);
-        rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    fill_derived_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
-#endif
 
     // Fill approximate rates
 
     fill_approx_rates<do_T_derivatives, T>(tfactors, state.rho, Y, rate_eval);
 
-    // Calculate tabular rates
+    // Calculate tabular weak rates
 
     [[maybe_unused]] amrex::Real rate, drate_dt, edot_nu, edot_gamma;
 
@@ -901,7 +539,7 @@ void evaluate_rates(const burn_t& state,
 
 // backwards-compatible wrapper
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void evaluate_rates(const burn_t& state,
                     T& rate_eval) {
 
@@ -916,17 +554,19 @@ void evaluate_rates(const burn_t& state,
 
 
 #ifdef NSE_NET
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_ydot_weak(const burn_t& state,
-             amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
-             amrex::Real& enuc_weak,
-             [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y) {
+                   amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
+                   amrex::Real& enuc_weak,
+                   [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y) {
     ///
     /// Calculate Ydots contribute only from weak reactions.
     /// This is used to calculate dyedt and energy generation from
     /// weak reactions for self-consistent NSE
     ///
 
+    using namespace modified_rates;
+    using namespace temp_tabular;
 
     // initialize ydot_nuc to 0
 
@@ -936,47 +576,49 @@ void get_ydot_weak(const burn_t& state,
 
     rate_t rate_eval;
 
-    [[maybe_unused]] amrex::Real rate, drate_dt, edot_nu, edot_gamma;
+    constexpr int do_T_derivatives = 0;
+    [[maybe_unused]] amrex::Real rate, drate_dT, edot_nu, edot_gamma;
     [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
 
     rate_eval.enuc_weak = 0.0_rt;
 
-    // Calculate tabular rates and get ydot_weak
+    // Compute all weak rates and get ydot_weak
 
     amrex::Real log_temp = std::log10(state.T);
     amrex::Real log_rhoy = std::log10(rhoy);
 
     tabular_evaluate(j_Co56_Fe56_meta, j_Co56_Fe56_rhoy, j_Co56_Fe56_temp, j_Co56_Fe56_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Co56_to_Fe56_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Co56) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Co56_Ni56_meta, j_Co56_Ni56_rhoy, j_Co56_Ni56_temp, j_Co56_Ni56_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Co56_to_Ni56_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Co56) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Fe56_Co56_meta, j_Fe56_Co56_rhoy, j_Fe56_Co56_temp, j_Fe56_Co56_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Fe56_to_Co56_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Fe56) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ni56_Co56_meta, j_Ni56_Co56_rhoy, j_Ni56_Co56_temp, j_Ni56_Co56_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ni56_to_Co56_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ni56) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_n_p_meta, j_n_p_rhoy, j_n_p_temp, j_n_p_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_n_to_p_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(N) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_p_n_meta, j_p_n_rhoy, j_p_n_temp, j_p_n_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_p_to_n_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(H1) * (edot_nu + edot_gamma);
 
-    auto screened_rates = rate_eval.screened_rates;
+
+    const auto& screened_rates = rate_eval.screened_rates;
 
     ydot_nuc(N) =
         (-screened_rates(k_n_to_p_weaktab)*Y(N) + screened_rates(k_p_to_n_weaktab)*Y(H1));
@@ -1041,7 +683,7 @@ void get_ydot_weak(const burn_t& state,
 #endif
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void rhs_nuc(const burn_t& state,
              amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
              const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
@@ -1264,7 +906,7 @@ void rhs_nuc(const burn_t& state,
 }
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void actual_rhs (const burn_t& state, amrex::Array1D<amrex::Real, 1, neqs>& ydot)
 {
 
@@ -1311,7 +953,7 @@ void actual_rhs (const burn_t& state, amrex::Array1D<amrex::Real, 1, neqs>& ydot
 
 
 template<class MatrixType>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void jac_nuc(const burn_t& state,
              MatrixType& jac,
              const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
@@ -2902,7 +2544,7 @@ void jac_nuc(const burn_t& state,
 
 
 template<class MatrixType>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void actual_jac(const burn_t& state, MatrixType& jac)
 {
 
diff --git a/networks/he-burn/ase-iron/approximate_rates.H b/networks/he-burn/ase-iron/approximate_rates.H
new file mode 100644
index 0000000000..317921bafa
--- /dev/null
+++ b/networks/he-burn/ase-iron/approximate_rates.H
@@ -0,0 +1,391 @@
+#ifndef APPROXIMATE_RATES_H
+#define APPROXIMATE_RATES_H
+
+#include <AMReX.H>
+#include <AMReX_Print.H>
+
+#include <tfactors.H>
+#include <actual_network.H>
+#include <rate_type.H>
+
+using namespace Rates;
+using namespace Species;
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_S32_He4_to_Ar36_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Cl35_to_Ar36_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Cl35_to_He4_S32_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ag = rate_eval.screened_rates(k_He4_S32_to_Ar36_reaclib);
+    amrex::Real r_ap = rate_eval.screened_rates(k_He4_S32_to_p_Cl35_derived);
+    rate = r_ag + r_ap * r_pg * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_reaclib);
+        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_reaclib);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ar36_to_S32_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Cl35_to_Ar36_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Cl35_to_He4_S32_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ga = rate_eval.screened_rates(k_Ar36_to_He4_S32_derived);
+    amrex::Real r_gp = rate_eval.screened_rates(k_Ar36_to_p_Cl35_derived);
+    rate = r_ga + r_gp * r_pa * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ar36_to_He4_S32_derived);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_reaclib);
+        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ar36_to_p_Cl35_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ar36_He4_to_Ca40_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_K39_to_Ca40_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_K39_to_He4_Ar36_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ar36_to_Ca40_reaclib);
+    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ar36_to_p_K39_derived);
+    rate = r_ag + r_ap * r_pg * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_reaclib);
+        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_reaclib);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca40_to_Ar36_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_K39_to_Ca40_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_K39_to_He4_Ar36_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ga = rate_eval.screened_rates(k_Ca40_to_He4_Ar36_derived);
+    amrex::Real r_gp = rate_eval.screened_rates(k_Ca40_to_p_K39_derived);
+    rate = r_ga + r_gp * r_pa * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ca40_to_He4_Ar36_derived);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_reaclib);
+        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ca40_to_p_K39_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca40_He4_to_Ti44_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Sc43_to_Ti44_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ca40_to_Ti44_reaclib);
+    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_derived);
+    rate = r_ag + r_ap * r_pg * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_reaclib);
+        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_reaclib);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti44_to_Ca40_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Sc43_to_Ti44_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ga = rate_eval.screened_rates(k_Ti44_to_He4_Ca40_derived);
+    amrex::Real r_gp = rate_eval.screened_rates(k_Ti44_to_p_Sc43_derived);
+    rate = r_ga + r_gp * r_pa * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ti44_to_He4_Ca40_derived);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_reaclib);
+        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ti44_to_p_Sc43_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti44_He4_to_Cr48_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_V47_to_Cr48_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_V47_to_He4_Ti44_derived);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ti44_to_Cr48_reaclib);
+    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ti44_to_p_V47_reaclib);
+    rate = r_ag + r_ap * r_pg * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_reaclib);
+        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_reaclib);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_reaclib);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_derived);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr48_to_Ti44_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_V47_to_Cr48_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_V47_to_He4_Ti44_derived);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ga = rate_eval.screened_rates(k_Cr48_to_He4_Ti44_derived);
+    amrex::Real r_gp = rate_eval.screened_rates(k_Cr48_to_p_V47_derived);
+    rate = r_ga + r_gp * r_pa * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Cr48_to_He4_Ti44_derived);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_derived);
+        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Cr48_to_p_V47_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe52_n_n_to_Fe54_approx(const T& rate_eval, const amrex::Real rho, const amrex::Array1D<amrex::Real, 1, NumSpec>& Y, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real Yn = Y(N);
+    amrex::Real r1_ng = rate_eval.screened_rates(k_n_Fe52_to_Fe53_reaclib);
+    amrex::Real r2_ng = rate_eval.screened_rates(k_n_Fe53_to_Fe54_reaclib);
+    amrex::Real r1_gn = rate_eval.screened_rates(k_Fe53_to_n_Fe52_derived);
+    amrex::Real dd = 1.0_rt / (rho * Yn * r2_ng + r1_gn);
+    rate = r1_ng * r2_ng * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real dr1dT_ng = rate_eval.dscreened_rates_dT(k_n_Fe52_to_Fe53_reaclib);
+        amrex::Real dr2dT_ng = rate_eval.dscreened_rates_dT(k_n_Fe53_to_Fe54_reaclib);
+        amrex::Real dr1dT_gn = rate_eval.dscreened_rates_dT(k_Fe53_to_n_Fe52_derived);
+        drate_dT = dr1dT_ng * r2_ng * dd + r1_ng * dr2dT_ng * dd - r1_ng * r2_ng * dd * dd * (rho * Yn * dr2dT_ng + dr1dT_gn);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe54_to_Fe52_n_n_approx(const T& rate_eval, const amrex::Real rho, const amrex::Array1D<amrex::Real, 1, NumSpec>& Y, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real Yn = Y(N);
+    amrex::Real r1_gn = rate_eval.screened_rates(k_Fe53_to_n_Fe52_derived);
+    amrex::Real r2_gn = rate_eval.screened_rates(k_Fe54_to_n_Fe53_derived);
+    amrex::Real r2_ng = rate_eval.screened_rates(k_n_Fe53_to_Fe54_reaclib);
+    amrex::Real dd = 1.0_rt / (rho * Yn * r2_ng + r1_gn);
+    rate = r1_gn * r2_gn * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real dr1dT_gn = rate_eval.dscreened_rates_dT(k_Fe53_to_n_Fe52_derived);
+        amrex::Real dr2dT_gn = rate_eval.dscreened_rates_dT(k_Fe54_to_n_Fe53_derived);
+        amrex::Real dr2dT_ng = rate_eval.dscreened_rates_dT(k_n_Fe53_to_Fe54_reaclib);
+        drate_dT = dr1dT_gn * r2_gn * dd + r1_gn * dr2dT_gn * dd - r1_gn * r2_gn * dd * dd * (rho * Yn * dr2dT_ng + dr1dT_gn);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe54_n_n_to_Fe56_approx(const T& rate_eval, const amrex::Real rho, const amrex::Array1D<amrex::Real, 1, NumSpec>& Y, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real Yn = Y(N);
+    amrex::Real r1_ng = rate_eval.screened_rates(k_n_Fe54_to_Fe55_reaclib);
+    amrex::Real r2_ng = rate_eval.screened_rates(k_n_Fe55_to_Fe56_reaclib);
+    amrex::Real r1_gn = rate_eval.screened_rates(k_Fe55_to_n_Fe54_derived);
+    amrex::Real dd = 1.0_rt / (rho * Yn * r2_ng + r1_gn);
+    rate = r1_ng * r2_ng * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real dr1dT_ng = rate_eval.dscreened_rates_dT(k_n_Fe54_to_Fe55_reaclib);
+        amrex::Real dr2dT_ng = rate_eval.dscreened_rates_dT(k_n_Fe55_to_Fe56_reaclib);
+        amrex::Real dr1dT_gn = rate_eval.dscreened_rates_dT(k_Fe55_to_n_Fe54_derived);
+        drate_dT = dr1dT_ng * r2_ng * dd + r1_ng * dr2dT_ng * dd - r1_ng * r2_ng * dd * dd * (rho * Yn * dr2dT_ng + dr1dT_gn);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe56_to_Fe54_n_n_approx(const T& rate_eval, const amrex::Real rho, const amrex::Array1D<amrex::Real, 1, NumSpec>& Y, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real Yn = Y(N);
+    amrex::Real r1_gn = rate_eval.screened_rates(k_Fe55_to_n_Fe54_derived);
+    amrex::Real r2_gn = rate_eval.screened_rates(k_Fe56_to_n_Fe55_derived);
+    amrex::Real r2_ng = rate_eval.screened_rates(k_n_Fe55_to_Fe56_reaclib);
+    amrex::Real dd = 1.0_rt / (rho * Yn * r2_ng + r1_gn);
+    rate = r1_gn * r2_gn * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real dr1dT_gn = rate_eval.dscreened_rates_dT(k_Fe55_to_n_Fe54_derived);
+        amrex::Real dr2dT_gn = rate_eval.dscreened_rates_dT(k_Fe56_to_n_Fe55_derived);
+        amrex::Real dr2dT_ng = rate_eval.dscreened_rates_dT(k_n_Fe55_to_Fe56_reaclib);
+        drate_dT = dr1dT_gn * r2_gn * dd + r1_gn * dr2dT_gn * dd - r1_gn * r2_gn * dd * dd * (rho * Yn * dr2dT_ng + dr1dT_gn);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni56_n_n_to_Ni58_approx(const T& rate_eval, const amrex::Real rho, const amrex::Array1D<amrex::Real, 1, NumSpec>& Y, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real Yn = Y(N);
+    amrex::Real r1_ng = rate_eval.screened_rates(k_n_Ni56_to_Ni57_reaclib);
+    amrex::Real r2_ng = rate_eval.screened_rates(k_n_Ni57_to_Ni58_reaclib);
+    amrex::Real r1_gn = rate_eval.screened_rates(k_Ni57_to_n_Ni56_derived);
+    amrex::Real dd = 1.0_rt / (rho * Yn * r2_ng + r1_gn);
+    rate = r1_ng * r2_ng * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real dr1dT_ng = rate_eval.dscreened_rates_dT(k_n_Ni56_to_Ni57_reaclib);
+        amrex::Real dr2dT_ng = rate_eval.dscreened_rates_dT(k_n_Ni57_to_Ni58_reaclib);
+        amrex::Real dr1dT_gn = rate_eval.dscreened_rates_dT(k_Ni57_to_n_Ni56_derived);
+        drate_dT = dr1dT_ng * r2_ng * dd + r1_ng * dr2dT_ng * dd - r1_ng * r2_ng * dd * dd * (rho * Yn * dr2dT_ng + dr1dT_gn);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni58_to_Ni56_n_n_approx(const T& rate_eval, const amrex::Real rho, const amrex::Array1D<amrex::Real, 1, NumSpec>& Y, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real Yn = Y(N);
+    amrex::Real r1_gn = rate_eval.screened_rates(k_Ni57_to_n_Ni56_derived);
+    amrex::Real r2_gn = rate_eval.screened_rates(k_Ni58_to_n_Ni57_derived);
+    amrex::Real r2_ng = rate_eval.screened_rates(k_n_Ni57_to_Ni58_reaclib);
+    amrex::Real dd = 1.0_rt / (rho * Yn * r2_ng + r1_gn);
+    rate = r1_gn * r2_gn * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real dr1dT_gn = rate_eval.dscreened_rates_dT(k_Ni57_to_n_Ni56_derived);
+        amrex::Real dr2dT_gn = rate_eval.dscreened_rates_dT(k_Ni58_to_n_Ni57_derived);
+        amrex::Real dr2dT_ng = rate_eval.dscreened_rates_dT(k_n_Ni57_to_Ni58_reaclib);
+        drate_dT = dr1dT_gn * r2_gn * dd + r1_gn * dr2dT_gn * dd - r1_gn * r2_gn * dd * dd * (rho * Yn * dr2dT_ng + dr1dT_gn);
+    }
+}
+
+
+
+template <int do_T_derivatives, typename T>
+AMREX_GPU_HOST_DEVICE AMREX_INLINE
+void
+fill_approx_rates([[maybe_unused]] const tf_t& tfactors,
+                  [[maybe_unused]] const amrex::Real rho,
+                  [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                  [[maybe_unused]] T& rate_eval)
+{
+
+    [[maybe_unused]] amrex::Real rate{};
+    [[maybe_unused]] amrex::Real drate_dT{};
+
+    rate_S32_He4_to_Ar36_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_S32_He4_to_Ar36_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_S32_He4_to_Ar36_approx) = drate_dT;
+    }
+
+    rate_Ar36_to_S32_He4_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ar36_to_S32_He4_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ar36_to_S32_He4_approx) = drate_dT;
+    }
+
+    rate_Ar36_He4_to_Ca40_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ar36_He4_to_Ca40_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ar36_He4_to_Ca40_approx) = drate_dT;
+    }
+
+    rate_Ca40_to_Ar36_He4_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ca40_to_Ar36_He4_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ca40_to_Ar36_He4_approx) = drate_dT;
+    }
+
+    rate_Ca40_He4_to_Ti44_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ca40_He4_to_Ti44_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ca40_He4_to_Ti44_approx) = drate_dT;
+    }
+
+    rate_Ti44_to_Ca40_He4_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ti44_to_Ca40_He4_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ti44_to_Ca40_He4_approx) = drate_dT;
+    }
+
+    rate_Ti44_He4_to_Cr48_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ti44_He4_to_Cr48_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ti44_He4_to_Cr48_approx) = drate_dT;
+    }
+
+    rate_Cr48_to_Ti44_He4_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Cr48_to_Ti44_He4_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Cr48_to_Ti44_He4_approx) = drate_dT;
+    }
+
+    rate_Fe52_n_n_to_Fe54_approx<T>(rate_eval, rho, Y, rate, drate_dT);
+    rate_eval.screened_rates(k_Fe52_n_n_to_Fe54_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Fe52_n_n_to_Fe54_approx) = drate_dT;
+    }
+
+    rate_Fe54_to_Fe52_n_n_approx<T>(rate_eval, rho, Y, rate, drate_dT);
+    rate_eval.screened_rates(k_Fe54_to_Fe52_n_n_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Fe54_to_Fe52_n_n_approx) = drate_dT;
+    }
+
+    rate_Fe54_n_n_to_Fe56_approx<T>(rate_eval, rho, Y, rate, drate_dT);
+    rate_eval.screened_rates(k_Fe54_n_n_to_Fe56_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Fe54_n_n_to_Fe56_approx) = drate_dT;
+    }
+
+    rate_Fe56_to_Fe54_n_n_approx<T>(rate_eval, rho, Y, rate, drate_dT);
+    rate_eval.screened_rates(k_Fe56_to_Fe54_n_n_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Fe56_to_Fe54_n_n_approx) = drate_dT;
+    }
+
+    rate_Ni56_n_n_to_Ni58_approx<T>(rate_eval, rho, Y, rate, drate_dT);
+    rate_eval.screened_rates(k_Ni56_n_n_to_Ni58_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ni56_n_n_to_Ni58_approx) = drate_dT;
+    }
+
+    rate_Ni58_to_Ni56_n_n_approx<T>(rate_eval, rho, Y, rate, drate_dT);
+    rate_eval.screened_rates(k_Ni58_to_Ni56_n_n_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ni58_to_Ni56_n_n_approx) = drate_dT;
+    }
+
+
+}
+
+#endif
diff --git a/networks/he-burn/ase-iron/ase-iron.png b/networks/he-burn/ase-iron/ase-iron.png
index d8a00636c4..fb20cdd4c4 100644
Binary files a/networks/he-burn/ase-iron/ase-iron.png and b/networks/he-burn/ase-iron/ase-iron.png differ
diff --git a/networks/he-burn/ase-iron/derived_rates.H b/networks/he-burn/ase-iron/derived_rates.H
index 36ccd59016..d00e7f7d5f 100644
--- a/networks/he-burn/ase-iron/derived_rates.H
+++ b/networks/he-burn/ase-iron/derived_rates.H
@@ -10,8 +10,8 @@
 using namespace Rates;
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_N13_to_p_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_N13_to_p_C12_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // N13 --> p + C12
 
@@ -49,13 +49,13 @@ void rate_N13_to_p_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  40.059128683693466 + -22.553277271250543 * tfactors.T9i + -13.692 * tfactors.T913i + -0.230881 * tfactors.T913
                          + 4.44362 * tfactors.T9 + -3.15898 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  22.553277271250543 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -13.692 * tfactors.T943i + (1.0/3.0) * -0.230881 * tfactors.T923i
                                   + 4.44362 + (5.0/3.0) * -3.15898 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -70,13 +70,13 @@ void rate_N13_to_p_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  40.45372868369347 + -26.331767271250545 * tfactors.T9i + -5.10735 * tfactors.T913i + -2.24111 * tfactors.T913
                          + 0.148883 * tfactors.T9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  26.331767271250545 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -5.10735 * tfactors.T943i + (1.0/3.0) * -2.24111 * tfactors.T923i
                                   + 0.148883;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -90,8 +90,8 @@ void rate_N13_to_p_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_to_He4_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O16_to_He4_C12_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // O16 --> He4 + C12
 
@@ -128,13 +128,13 @@ void rate_O16_to_He4_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  279.29694929711803 + -84.95157686791683 * tfactors.T9i + 103.411 * tfactors.T913i + -420.567 * tfactors.T913
                          + 64.0874 * tfactors.T9 + -12.4624 * tfactors.T953 + 138.803 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  84.95157686791683 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 103.411 * tfactors.T943i + (1.0/3.0) * -420.567 * tfactors.T923i
                                   + 64.0874 + (5.0/3.0) * -12.4624 * tfactors.T923 + 138.803 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -149,13 +149,13 @@ void rate_O16_to_He4_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  94.31554929711803 + -84.50314686791683 * tfactors.T9i + 58.9128 * tfactors.T913i + -148.273 * tfactors.T913
                          + 9.08324 * tfactors.T9 + -0.541041 * tfactors.T953 + 71.8554 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  84.50314686791683 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 58.9128 * tfactors.T943i + (1.0/3.0) * -148.273 * tfactors.T923i
                                   + 9.08324 + (5.0/3.0) * -0.541041 * tfactors.T923 + 71.8554 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -169,8 +169,8 @@ void rate_O16_to_He4_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ne20 --> He4 + O16
 
@@ -205,12 +205,12 @@ void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     // ReacLib set derived from co10r
     ln_set_rate =  28.644822801502126 + -65.24608327101186 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  65.24608327101186 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -225,13 +225,13 @@ void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  48.662112801502126 + -54.887583271011856 * tfactors.T9i + -39.7262 * tfactors.T913i + -0.210799 * tfactors.T913
                          + 0.442879 * tfactors.T9 + -0.0797753 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  54.887583271011856 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.7262 * tfactors.T943i + (1.0/3.0) * -0.210799 * tfactors.T923i
                                   + 0.442879 + (5.0/3.0) * -0.0797753 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -246,13 +246,13 @@ void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  34.267592801502126 + -67.65188327101185 * tfactors.T9i + -3.65925 * tfactors.T913
                          + 0.714224 * tfactors.T9 + -0.00107508 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  67.65188327101185 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -3.65925 * tfactors.T923i
                                   + 0.714224 + (5.0/3.0) * -0.00107508 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -266,8 +266,8 @@ void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Mg24 --> p + Na23
 
@@ -303,13 +303,13 @@ void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  34.107544561463015 + -138.96838756220697 * tfactors.T9i + -0.360588 * tfactors.T913
                          + 1.4187 * tfactors.T9 + -0.184061 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  138.96838756220697 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.360588 * tfactors.T923i
                                   + 1.4187 + (5.0/3.0) * -0.184061 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -323,12 +323,12 @@ void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     // ReacLib set derived from il10r
     ln_set_rate =  20.02229456146302 + -137.30028756220696 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  137.30028756220696 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -343,13 +343,13 @@ void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  43.95564456146302 + -135.68809756220696 * tfactors.T9i + -20.6428 * tfactors.T913i + 1.52954 * tfactors.T913
                          + 2.7487 * tfactors.T9 + -1.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  135.68809756220696 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -20.6428 * tfactors.T943i + (1.0/3.0) * 1.52954 * tfactors.T923i
                                   + 2.7487 + (5.0/3.0) * -1.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -363,8 +363,8 @@ void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Mg24 --> He4 + Ne20
 
@@ -400,13 +400,13 @@ void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  16.022538839949377 + -120.89510873006793 * tfactors.T9i + 16.9229 * tfactors.T913
                          + -2.57325 * tfactors.T9 + 0.208997 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  120.89510873006793 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 16.9229 * tfactors.T923i
                                   + -2.57325 + (5.0/3.0) * 0.208997 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -420,12 +420,12 @@ void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amre
     // ReacLib set derived from il10r
     ln_set_rate =  26.803878839949377 + -117.33446873006793 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  117.33446873006793 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -439,12 +439,12 @@ void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amre
     // ReacLib set derived from il10r
     ln_set_rate =  -13.884691160050625 + -110.62025873006793 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  110.62025873006793 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -459,13 +459,13 @@ void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  49.32660883994937 + -108.11420873006793 * tfactors.T9i + -46.2525 * tfactors.T913i + 5.58901 * tfactors.T913
                          + 7.61843 * tfactors.T9 + -3.683 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  108.11420873006793 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -46.2525 * tfactors.T943i + (1.0/3.0) * 5.58901 * tfactors.T923i
                                   + 7.61843 + (5.0/3.0) * -3.683 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -479,8 +479,8 @@ void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Si28 --> p + Al27
 
@@ -516,13 +516,13 @@ void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  11.796402252999236 + -136.3412367256539 * tfactors.T9i + 23.8634 * tfactors.T913
                          + -3.70135 * tfactors.T9 + 0.28964 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  136.3412367256539 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 23.8634 * tfactors.T923i
                                   + -3.70135 + (5.0/3.0) * 0.28964 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -537,13 +537,13 @@ void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  111.48620225299923 + -134.8245897256539 * tfactors.T9i + -26.8327 * tfactors.T913i + -116.137 * tfactors.T913
                          + 0.00950567 * tfactors.T9 + 0.00999755 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  134.8245897256539 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -26.8327 * tfactors.T943i + (1.0/3.0) * -116.137 * tfactors.T923i
                                   + 0.00950567 + (5.0/3.0) * 0.00999755 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -558,13 +558,13 @@ void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  46.569302252999236 + -134.4372767256539 * tfactors.T9i + -23.2205 * tfactors.T913i
                          + -2.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  134.4372767256539 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -23.2205 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -578,8 +578,8 @@ void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Si28_to_He4_Mg24_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Si28_to_He4_Mg24_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Si28 --> He4 + Mg24
 
@@ -614,12 +614,12 @@ void rate_Si28_to_He4_Mg24_derived(const tf_t& tfactors, amrex::Real& rate, amre
     // ReacLib set derived from st08r
     ln_set_rate =  32.902724006057724 + -131.4900751873663 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  131.4900751873663 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -634,13 +634,13 @@ void rate_Si28_to_He4_Mg24_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -25.68644599394228 + -128.6942751873663 * tfactors.T9i + 21.3721 * tfactors.T913i + 37.7649 * tfactors.T913
                          + -4.10635 * tfactors.T9 + 0.249618 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  128.6942751873663 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 21.3721 * tfactors.T943i + (1.0/3.0) * 37.7649 * tfactors.T923i
                                   + -4.10635 + (5.0/3.0) * 0.249618 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -654,8 +654,8 @@ void rate_Si28_to_He4_Mg24_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_S32_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_S32_to_p_P31_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // S32 --> p + P31
 
@@ -691,13 +691,13 @@ void rate_S32_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  25.192389422303183 + -106.63906812813134 * tfactors.T9i + 8.09341 * tfactors.T913
                          + -0.615971 * tfactors.T9 + 0.031159 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  106.63906812813134 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 8.09341 * tfactors.T923i
                                   + -0.615971 + (5.0/3.0) * 0.031159 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -711,12 +711,12 @@ void rate_S32_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // ReacLib set derived from il10r
     ln_set_rate =  21.702443422303183 + -105.12160812813134 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  105.12160812813134 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -731,13 +731,13 @@ void rate_S32_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  43.630433422303184 + -102.86202812813134 * tfactors.T9i + -25.3278 * tfactors.T913i + 6.4931 * tfactors.T913
                          + -9.27513 * tfactors.T9 + -0.610439 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  102.86202812813134 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -25.3278 * tfactors.T943i + (1.0/3.0) * 6.4931 * tfactors.T923i
                                   + -9.27513 + (5.0/3.0) * -0.610439 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -751,8 +751,8 @@ void rate_S32_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_S32_to_He4_Si28_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_S32_to_He4_Si28_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // S32 --> He4 + Si28
 
@@ -788,13 +788,13 @@ void rate_S32_to_He4_Si28_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  72.8147025119699 + -80.62419844573513 * tfactors.T9i + -59.4896 * tfactors.T913i + 4.47205 * tfactors.T913
                          + -4.78989 * tfactors.T9 + 0.557201 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  80.62419844573513 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -59.4896 * tfactors.T943i + (1.0/3.0) * 4.47205 * tfactors.T923i
                                   + -4.78989 + (5.0/3.0) * 0.557201 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -808,8 +808,8 @@ void rate_S32_to_He4_Si28_derived(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe52_to_p_Mn51_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe52_to_p_Mn51_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Fe52 --> p + Mn51
 
@@ -845,13 +845,13 @@ void rate_Fe52_to_p_Mn51_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  61.74743132228039 + -85.61663846070292 * tfactors.T9i + -36.1825 * tfactors.T913i + 0.873042 * tfactors.T913
                          + -2.89731 * tfactors.T9 + 0.364394 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  85.61663846070292 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -36.1825 * tfactors.T943i + (1.0/3.0) * 0.873042 * tfactors.T923i
                                   + -2.89731 + (5.0/3.0) * 0.364394 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -865,8 +865,8 @@ void rate_Fe52_to_p_Mn51_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe52_to_He4_Cr48_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe52_to_He4_Cr48_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Fe52 --> He4 + Cr48
 
@@ -902,13 +902,13 @@ void rate_Fe52_to_He4_Cr48_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  90.149113992515 + -92.09363997638769 * tfactors.T9i + -86.7459 * tfactors.T913i + -9.79373 * tfactors.T913
                          + -0.772169 * tfactors.T9 + 0.155883 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  92.09363997638769 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -86.7459 * tfactors.T943i + (1.0/3.0) * -9.79373 * tfactors.T923i
                                   + -0.772169 + (5.0/3.0) * 0.155883 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -922,8 +922,8 @@ void rate_Fe52_to_He4_Cr48_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Co55_to_He4_Mn51_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Co55_to_He4_Mn51_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Co55 --> He4 + Mn51
 
@@ -959,13 +959,13 @@ void rate_Co55_to_He4_Mn51_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  90.61473213109255 + -95.29300562248025 * tfactors.T9i + -89.274 * tfactors.T913i + -10.4373 * tfactors.T913
                          + 1.00492 * tfactors.T9 + -0.125548 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  95.29300562248025 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -89.274 * tfactors.T943i + (1.0/3.0) * -10.4373 * tfactors.T923i
                                   + 1.00492 + (5.0/3.0) * -0.125548 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -979,8 +979,8 @@ void rate_Co55_to_He4_Mn51_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni56_to_p_Co55_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni56_to_p_Co55_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ni56 --> p + Co55
 
@@ -1016,13 +1016,13 @@ void rate_Ni56_to_p_Co55_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  63.15120404192561 + -83.16460378149378 * tfactors.T9i + -38.1053 * tfactors.T913i + -0.210947 * tfactors.T913
                          + -2.68377 * tfactors.T9 + 0.355814 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  83.16460378149378 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -38.1053 * tfactors.T943i + (1.0/3.0) * -0.210947 * tfactors.T923i
                                   + -2.68377 + (5.0/3.0) * 0.355814 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1036,8 +1036,8 @@ void rate_Ni56_to_p_Co55_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni56_to_He4_Fe52_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni56_to_He4_Fe52_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ni56 --> He4 + Fe52
 
@@ -1073,13 +1073,13 @@ void rate_Ni56_to_He4_Fe52_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  91.62430485073777 + -92.84097094326391 * tfactors.T9i + -91.6819 * tfactors.T913i + -9.51885 * tfactors.T913
                          + -0.533014 * tfactors.T9 + 0.0892607 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  92.84097094326391 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -91.6819 * tfactors.T943i + (1.0/3.0) * -9.51885 * tfactors.T923i
                                   + -0.533014 + (5.0/3.0) * 0.0892607 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1093,8 +1093,8 @@ void rate_Ni56_to_He4_Fe52_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // C12 --> 3 He4
 
@@ -1126,13 +1126,13 @@ void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  34.96090397991297 + -85.44440046993657 * tfactors.T9i + -23.57 * tfactors.T913i + 20.4886 * tfactors.T913
                          + -12.9882 * tfactors.T9 + -20.0 * tfactors.T953 + 0.8333300000000001 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  85.44440046993657 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -23.57 * tfactors.T943i + (1.0/3.0) * 20.4886 * tfactors.T923i
                                   + -12.9882 + (5.0/3.0) * -20.0 * tfactors.T923 + 0.8333300000000001 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1147,13 +1147,13 @@ void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  45.77825197991297 + -84.41994046993656 * tfactors.T9i + -37.06 * tfactors.T913i + 29.3493 * tfactors.T913
                          + -115.507 * tfactors.T9 + -10.0 * tfactors.T953 + 1.66667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  84.41994046993656 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -37.06 * tfactors.T943i + (1.0/3.0) * 29.3493 * tfactors.T923i
                                   + -115.507 + (5.0/3.0) * -10.0 * tfactors.T923 + 1.66667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1168,13 +1168,13 @@ void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  22.398803979912973 + -88.54650046993656 * tfactors.T9i + -13.49 * tfactors.T913i + 21.4259 * tfactors.T913
                          + -1.34769 * tfactors.T9 + 0.0879816 * tfactors.T953 + -10.1653 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  88.54650046993656 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -13.49 * tfactors.T943i + (1.0/3.0) * 21.4259 * tfactors.T923i
                                   + -1.34769 + (5.0/3.0) * 0.0879816 * tfactors.T923 + -10.1653 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1188,8 +1188,8 @@ void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O16_to_He4_N13_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O16_to_He4_N13_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // O16 + p --> He4 + N13
 
@@ -1232,13 +1232,13 @@ void rate_p_O16_to_He4_N13_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  42.21642061342456 + -60.557329596678294 * tfactors.T9i + -35.829 * tfactors.T913i + -0.530275 * tfactors.T913
                          + -0.982462 * tfactors.T9 + 0.0808059 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  60.557329596678294 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -35.829 * tfactors.T943i + (1.0/3.0) * -0.530275 * tfactors.T923i
                                   + -0.982462 + (5.0/3.0) * 0.0808059 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1252,8 +1252,8 @@ void rate_p_O16_to_He4_N13_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ne20 + He4 --> p + Na23
 
@@ -1295,13 +1295,13 @@ void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -6.360024278486355 + -29.889658832139027 * tfactors.T9i + 19.7297 * tfactors.T913
                          + -2.20987 * tfactors.T9 + 0.153374 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  29.889658832139027 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 19.7297 * tfactors.T923i
                                   + -2.20987 + (5.0/3.0) * 0.153374 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1316,13 +1316,13 @@ void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  0.24516522151364528 + -29.434918832139026 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  29.434918832139026 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1337,13 +1337,13 @@ void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  19.202935721513644 + -27.573888832139026 * tfactors.T9i + -20.0024 * tfactors.T913i + 11.5988 * tfactors.T913
                          + -1.37398 * tfactors.T9 + -1.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  27.573888832139026 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -20.0024 * tfactors.T943i + (1.0/3.0) * 11.5988 * tfactors.T923i
                                   + -1.37398 + (5.0/3.0) * -1.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1357,8 +1357,8 @@ void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ne20_to_C12_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ne20_to_C12_C12_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ne20 + He4 --> C12 + C12
 
@@ -1395,13 +1395,13 @@ void rate_He4_Ne20_to_C12_C12_derived(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  61.474151468919175 + -53.57824966896331 * tfactors.T9i + -84.165 * tfactors.T913i + -1.56627 * tfactors.T913
                          + -0.0736084 * tfactors.T9 + -0.072797 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  53.57824966896331 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -84.165 * tfactors.T943i + (1.0/3.0) * -1.56627 * tfactors.T923i
                                   + -0.0736084 + (5.0/3.0) * -0.072797 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1415,8 +1415,8 @@ void rate_He4_Ne20_to_C12_C12_derived(const tf_t& tfactors, amrex::Real& rate, a
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Na23_to_C12_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Na23_to_C12_C12_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Na23 + p --> C12 + C12
 
@@ -1453,13 +1453,13 @@ void rate_p_Na23_to_C12_C12_derived(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  60.92541574740554 + -26.004360836807496 * tfactors.T9i + -84.165 * tfactors.T913i + -1.4191 * tfactors.T913
                          + -0.114619 * tfactors.T9 + -0.070307 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  26.004360836807496 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -84.165 * tfactors.T943i + (1.0/3.0) * -1.4191 * tfactors.T923i
                                   + -0.114619 + (5.0/3.0) * -0.070307 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1473,8 +1473,8 @@ void rate_p_Na23_to_C12_C12_derived(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Mg24 + He4 --> p + Al27
 
@@ -1516,13 +1516,13 @@ void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -6.4280417530584835 + -22.818701538287602 * tfactors.T9i + 18.0416 * tfactors.T913
                          + -1.54137 * tfactors.T9 + 0.0847506 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  22.818701538287602 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 18.0416 * tfactors.T923i
                                   + -1.54137 + (5.0/3.0) * 0.0847506 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1537,13 +1537,13 @@ void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -26.268451753058486 + -19.5392135382876 * tfactors.T9i + 5.18642 * tfactors.T913i + -34.7936 * tfactors.T913
                          + 168.225 * tfactors.T9 + -115.825 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  19.5392135382876 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 5.18642 * tfactors.T943i + (1.0/3.0) * -34.7936 * tfactors.T923i
                                   + 168.225 + (5.0/3.0) * -115.825 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1558,13 +1558,13 @@ void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  30.057448246941515 + -18.576201538287602 * tfactors.T9i + -26.4162 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  18.576201538287602 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -26.4162 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1578,8 +1578,8 @@ void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mg24_to_C12_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mg24_to_C12_O16_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Mg24 + He4 --> C12 + O16
 
@@ -1621,13 +1621,13 @@ void rate_He4_Mg24_to_C12_O16_derived(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  49.57295819231048 + -78.2098115311048 * tfactors.T9i + -133.413 * tfactors.T913i + 50.1572 * tfactors.T913
                          + -3.15987 * tfactors.T9 + 0.0178251 * tfactors.T953 + -23.7027 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  78.2098115311048 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -133.413 * tfactors.T943i + (1.0/3.0) * 50.1572 * tfactors.T923i
                                   + -3.15987 + (5.0/3.0) * 0.0178251 * tfactors.T923 + -23.7027 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1641,8 +1641,8 @@ void rate_He4_Mg24_to_C12_O16_derived(const tf_t& tfactors, amrex::Real& rate, a
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Al27_to_C12_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Al27_to_C12_O16_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Al27 + p --> C12 + O16
 
@@ -1684,13 +1684,13 @@ void rate_p_Al27_to_C12_O16_derived(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  68.96430994536895 + -59.8005159928172 * tfactors.T9i + -119.242 * tfactors.T913i + 13.3667 * tfactors.T913
                          + 0.295425 * tfactors.T9 + -0.267288 * tfactors.T953 + -9.91729 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  59.8005159928172 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -119.242 * tfactors.T943i + (1.0/3.0) * 13.3667 * tfactors.T923i
                                   + 0.295425 + (5.0/3.0) * -0.267288 * tfactors.T923 + -9.91729 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1704,8 +1704,8 @@ void rate_p_Al27_to_C12_O16_derived(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Si28 + He4 --> p + P31
 
@@ -1747,13 +1747,13 @@ void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -11.415669089666713 + -25.663579682396225 * tfactors.T9i + 21.521 * tfactors.T913
                          + -1.90355 * tfactors.T9 + 0.092724 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  25.663579682396225 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 21.521 * tfactors.T923i
                                   + -1.90355 + (5.0/3.0) * 0.092724 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1768,13 +1768,13 @@ void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -13.441669089666712 + -24.114989682396224 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  24.114989682396224 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1789,13 +1789,13 @@ void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  60.360230910333286 + -22.237829682396224 * tfactors.T9i + -31.932 * tfactors.T913i + -77.0334 * tfactors.T913
                          + -43.6847 * tfactors.T9 + -4.28955 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  22.237829682396224 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -31.932 * tfactors.T943i + (1.0/3.0) * -77.0334 * tfactors.T923i
                                   + -43.6847 + (5.0/3.0) * -4.28955 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1809,8 +1809,8 @@ void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Si28_to_O16_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Si28_to_O16_O16_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Si28 + He4 --> O16 + O16
 
@@ -1846,13 +1846,13 @@ void rate_He4_Si28_to_O16_O16_derived(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  97.78921572069022 + -111.60083385054465 * tfactors.T9i + -119.324 * tfactors.T913i + -32.2497 * tfactors.T913
                          + 1.46214 * tfactors.T9 + -0.200893 * tfactors.T953 + 13.2148 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  111.60083385054465 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -119.324 * tfactors.T943i + (1.0/3.0) * -32.2497 * tfactors.T923i
                                   + 1.46214 + (5.0/3.0) * -0.200893 * tfactors.T923 + 13.2148 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1866,8 +1866,8 @@ void rate_He4_Si28_to_O16_O16_derived(const tf_t& tfactors, amrex::Real& rate, a
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_P31_to_O16_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_P31_to_O16_O16_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // P31 + p --> O16 + O16
 
@@ -1903,13 +1903,13 @@ void rate_p_P31_to_O16_O16_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  86.33118481035693 + -88.87103716814843 * tfactors.T9i + -145.844 * tfactors.T913i + 8.72612 * tfactors.T913
                          + -0.554035 * tfactors.T9 + -0.137562 * tfactors.T953 + -6.88807 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  88.87103716814843 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -145.844 * tfactors.T943i + (1.0/3.0) * 8.72612 * tfactors.T923i
                                   + -0.554035 + (5.0/3.0) * -0.137562 * tfactors.T923 + -6.88807 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1923,8 +1923,8 @@ void rate_p_P31_to_O16_O16_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Mn51_to_He4_Cr48_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Mn51_to_He4_Cr48_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Mn51 + p --> He4 + Cr48
 
@@ -1966,13 +1966,13 @@ void rate_p_Mn51_to_He4_Cr48_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  58.71348267023461 + -6.47700151570639 * tfactors.T9i + -86.7459 * tfactors.T913i + 1.05653 * tfactors.T913
                          + -1.15757 * tfactors.T9 + 0.0877546 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  6.47700151570639 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -86.7459 * tfactors.T943i + (1.0/3.0) * 1.05653 * tfactors.T923i
                                   + -1.15757 + (5.0/3.0) * 0.0877546 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1986,8 +1986,8 @@ void rate_p_Mn51_to_He4_Cr48_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Co55_to_He4_Fe52_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Co55_to_He4_Fe52_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Co55 + p --> He4 + Fe52
 
@@ -2029,13 +2029,13 @@ void rate_p_Co55_to_He4_Fe52_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  61.42570080881217 + -9.676367161770125 * tfactors.T9i + -91.6819 * tfactors.T913i + -0.329235 * tfactors.T913
                          + -0.780924 * tfactors.T9 + 0.0425179 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  9.676367161770125 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -91.6819 * tfactors.T943i + (1.0/3.0) * -0.329235 * tfactors.T923i
                                   + -0.780924 + (5.0/3.0) * 0.0425179 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2049,8 +2049,8 @@ void rate_p_Co55_to_He4_Fe52_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mg24_to_C12_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mg24_to_C12_C12_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Mg24 --> C12 + C12
 
@@ -2081,13 +2081,13 @@ void rate_Mg24_to_C12_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  12.203060308868553 + -191.84225839903127 * tfactors.T9i + 11.4826 * tfactors.T913
                          + 1.82849 * tfactors.T9 + -0.34844 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  191.84225839903127 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 11.4826 * tfactors.T923i
                                   + 1.82849 + (5.0/3.0) * -0.34844 * tfactors.T923 + 1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2101,8 +2101,8 @@ void rate_Mg24_to_C12_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_S32_to_O16_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_S32_to_O16_O16_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // S32 --> O16 + O16
 
@@ -2132,13 +2132,13 @@ void rate_S32_to_O16_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  102.9883182326601 + -192.3301592962798 * tfactors.T9i + -120.83 * tfactors.T913i + -7.72334 * tfactors.T913
                          + -2.27939 * tfactors.T9 + 0.167655 * tfactors.T953 + 9.12001 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  192.3301592962798 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -120.83 * tfactors.T943i + (1.0/3.0) * -7.72334 * tfactors.T923i
                                   + -2.27939 + (5.0/3.0) * 0.167655 * tfactors.T923 + 9.12001 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2152,8 +2152,8 @@ void rate_S32_to_O16_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Si28_to_C12_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Si28_to_C12_O16_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Si28 --> C12 + O16
 
@@ -2189,13 +2189,13 @@ void rate_Si28_to_C12_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -106.3111878016318 + -195.9077167184711 * tfactors.T9i + -293.089 * tfactors.T913i + 414.404 * tfactors.T913
                          + -28.0562 * tfactors.T9 + 1.61807 * tfactors.T953 + -176.78 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  195.9077167184711 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -293.089 * tfactors.T943i + (1.0/3.0) * 414.404 * tfactors.T923i
                                   + -28.0562 + (5.0/3.0) * 1.61807 * tfactors.T923 + -176.78 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2209,8 +2209,8 @@ void rate_Si28_to_C12_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Co55_to_p_Fe54_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Co55_to_p_Fe54_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Co55 --> p + Fe54
 
@@ -2246,13 +2246,13 @@ void rate_Co55_to_p_Fe54_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  57.84851844810452 + -58.76958578644693 * tfactors.T9i + -37.1544 * tfactors.T913i + 0.950364 * tfactors.T913
                          + -1.77529 * tfactors.T9 + 0.198562 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  58.76958578644693 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -37.1544 * tfactors.T943i + (1.0/3.0) * 0.950364 * tfactors.T923i
                                   + -1.77529 + (5.0/3.0) * 0.198562 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2266,8 +2266,8 @@ void rate_Co55_to_p_Fe54_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Co56_to_n_Co55_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Co56_to_n_Co55_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Co56 --> n + Co55
 
@@ -2303,13 +2303,13 @@ void rate_Co56_to_n_Co55_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  40.647564333711024 + -116.994640839646 * tfactors.T9i + -1.86357 * tfactors.T913
                          + 0.616591 * tfactors.T9 + -0.0839313 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  116.994640839646 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.86357 * tfactors.T923i
                                   + 0.616591 + (5.0/3.0) * -0.0839313 * tfactors.T923 + 1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2323,8 +2323,8 @@ void rate_Co56_to_n_Co55_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Co57_to_n_Co56_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Co57_to_n_Co56_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Co57 --> n + Co56
 
@@ -2360,13 +2360,13 @@ void rate_Co57_to_n_Co56_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  41.17386809654295 + -132.01901045161702 * tfactors.T9i + -1.37855 * tfactors.T913
                          + 0.299896 * tfactors.T9 + -0.04382 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  132.01901045161702 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.37855 * tfactors.T923i
                                   + 0.299896 + (5.0/3.0) * -0.04382 * tfactors.T923 + 1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2380,8 +2380,8 @@ void rate_Co57_to_n_Co56_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Co57_to_p_Fe56_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Co57_to_p_Fe56_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Co57 --> p + Fe56
 
@@ -2417,13 +2417,13 @@ void rate_Co57_to_p_Fe56_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  57.68564187237867 + -69.94636137001572 * tfactors.T9i + -37.1625 * tfactors.T913i + 1.06776 * tfactors.T913
                          + -1.31689 * tfactors.T9 + 0.122089 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  69.94636137001572 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -37.1625 * tfactors.T943i + (1.0/3.0) * 1.06776 * tfactors.T923i
                                   + -1.31689 + (5.0/3.0) * 0.122089 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2437,8 +2437,8 @@ void rate_Co57_to_p_Fe56_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni58_to_p_Co57_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni58_to_p_Co57_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ni58 --> p + Co57
 
@@ -2474,13 +2474,13 @@ void rate_Ni58_to_p_Co57_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  61.794489871251855 + -94.83410720454592 * tfactors.T9i + -38.1133 * tfactors.T913i + 1.77414 * tfactors.T913
                          + -1.48268 * tfactors.T9 + 0.121073 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  94.83410720454592 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -38.1133 * tfactors.T943i + (1.0/3.0) * 1.77414 * tfactors.T923i
                                   + -1.48268 + (5.0/3.0) * 0.121073 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2494,8 +2494,8 @@ void rate_Ni58_to_p_Co57_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni58_to_He4_Fe54_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni58_to_He4_Fe54_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ni58 --> He4 + Fe54
 
@@ -2531,13 +2531,13 @@ void rate_Ni58_to_He4_Fe54_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  85.23428031558652 + -74.25981652709197 * tfactors.T9i + -91.7628 * tfactors.T913i + 4.23027 * tfactors.T913
                          + -3.31305 * tfactors.T9 + 0.271293 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  74.25981652709197 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -91.7628 * tfactors.T943i + (1.0/3.0) * 4.23027 * tfactors.T923i
                                   + -3.31305 + (5.0/3.0) * 0.271293 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2551,8 +2551,8 @@ void rate_Ni58_to_He4_Fe54_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Fe54_to_He4_Mn51_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Fe54_to_He4_Mn51_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Fe54 + p --> He4 + Mn51
 
@@ -2594,13 +2594,13 @@ void rate_p_Fe54_to_He4_Mn51_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  65.35241368298804 + -36.52341983603332 * tfactors.T9i + -89.274 * tfactors.T913i + -0.862452 * tfactors.T913
                          + -0.635672 * tfactors.T9 + 0.0196464 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  36.52341983603332 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -89.274 * tfactors.T943i + (1.0/3.0) * -0.862452 * tfactors.T923i
                                   + -0.635672 + (5.0/3.0) * 0.0196464 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2614,8 +2614,8 @@ void rate_p_Fe54_to_He4_Mn51_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe54_to_p_Co57_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe54_to_p_Co57_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Fe54 + He4 --> p + Co57
 
@@ -2657,13 +2657,13 @@ void rate_He4_Fe54_to_p_Co57_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -1.404090444334669 + -20.574290677453938 * tfactors.T9i + -38.1133 * tfactors.T913i + 29.3541 * tfactors.T913
                          + -4.75966 * tfactors.T9 + 0.40418 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  20.574290677453938 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -38.1133 * tfactors.T943i + (1.0/3.0) * 29.3541 * tfactors.T923i
                                   + -4.75966 + (5.0/3.0) * 0.40418 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2677,8 +2677,8 @@ void rate_He4_Fe54_to_p_Co57_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Fe56_to_n_Co56_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Fe56_to_n_Co56_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Fe56 + p --> n + Co56
 
@@ -2720,13 +2720,13 @@ void rate_p_Fe56_to_n_Co56_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  22.653426224164285 + -62.07264908160129 * tfactors.T9i + -1.13331 * tfactors.T913
                          + 0.347185 * tfactors.T9 + -0.0328879 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  62.07264908160129 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.13331 * tfactors.T923i
                                   + 0.347185 + (5.0/3.0) * -0.0328879 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2740,8 +2740,8 @@ void rate_p_Fe56_to_n_Co56_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Co56_to_n_Ni56_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Co56_to_n_Ni56_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Co56 + p --> n + Ni56
 
@@ -2783,13 +2783,13 @@ void rate_p_Co56_to_n_Ni56_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  13.374260291785419 + -33.830037058152215 * tfactors.T9i + 1.76846 * tfactors.T913
                          + 0.197992 * tfactors.T9 + -0.017494 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  33.830037058152215 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 1.76846 * tfactors.T923i
                                   + 0.197992 + (5.0/3.0) * -0.017494 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2803,8 +2803,8 @@ void rate_p_Co56_to_n_Ni56_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ni58_to_He4_Co55_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ni58_to_He4_Co55_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ni58 + p --> He4 + Co55
 
@@ -2846,13 +2846,13 @@ void rate_p_Ni58_to_He4_Co55_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  63.596461867482006 + -15.490230740645051 * tfactors.T9i + -94.1404 * tfactors.T913i + 3.39179 * tfactors.T913
                          + -1.71062 * tfactors.T9 + 0.133003 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  15.490230740645051 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -94.1404 * tfactors.T943i + (1.0/3.0) * 3.39179 * tfactors.T923i
                                   + -1.71062 + (5.0/3.0) * 0.133003 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2866,8 +2866,8 @@ void rate_p_Ni58_to_He4_Co55_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_S32_to_p_Cl35_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // S32 + He4 --> p + Cl35
 
@@ -2909,13 +2909,13 @@ void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -0.8597847344696254 + -25.589703706656966 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  25.589703706656966 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2930,13 +2930,13 @@ void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -57.37716473446963 + -22.187684706656967 * tfactors.T9i + 25.5338 * tfactors.T913
                          + 6.45824 * tfactors.T9 + -0.950294 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  22.187684706656967 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 25.5338 * tfactors.T923i
                                   + 6.45824 + (5.0/3.0) * -0.950294 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2951,13 +2951,13 @@ void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  32.27223526553037 + -21.654753706656965 * tfactors.T9i + -30.9147 * tfactors.T913i + -1.2345 * tfactors.T913
                          + 22.5118 * tfactors.T9 + -33.0589 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  21.654753706656965 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -30.9147 * tfactors.T943i + (1.0/3.0) * -1.2345 * tfactors.T923i
                                   + 22.5118 + (5.0/3.0) * -33.0589 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2972,13 +2972,13 @@ void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  2.4434452655303747 + -27.664513706656965 * tfactors.T9i + 5.33756 * tfactors.T913
                          + 1.64418 * tfactors.T9 + -0.246167 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  27.664513706656965 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 5.33756 * tfactors.T923i
                                   + 1.64418 + (5.0/3.0) * -0.246167 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2992,8 +2992,8 @@ void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ar36_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ar36_to_He4_S32_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ar36 --> He4 + S32
 
@@ -3029,13 +3029,13 @@ void rate_Ar36_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  73.81807507159112 + -77.06468541928012 * tfactors.T9i + -65.3709 * tfactors.T913i + 5.68294 * tfactors.T913
                          + -5.00388 * tfactors.T9 + 0.571407 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  77.06468541928012 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -65.3709 * tfactors.T943i + (1.0/3.0) * 5.68294 * tfactors.T923i
                                   + -5.00388 + (5.0/3.0) * 0.571407 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3049,8 +3049,8 @@ void rate_Ar36_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ar36_to_p_Cl35_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ar36 --> p + Cl35
 
@@ -3085,12 +3085,12 @@ void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     // ReacLib set derived from il10r
     ln_set_rate =  -17.455589662878502 + -99.28409012589869 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  99.28409012589869 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3105,13 +3105,13 @@ void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  60.7561103371215 + -98.71943912589869 * tfactors.T9i + -27.8971 * tfactors.T913i + -16.2304 * tfactors.T913
                          + 35.255 * tfactors.T9 + -25.8411 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  98.71943912589869 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -27.8971 * tfactors.T943i + (1.0/3.0) * -16.2304 * tfactors.T923i
                                   + 35.255 + (5.0/3.0) * -25.8411 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3126,13 +3126,13 @@ void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  17.222320337121502 + -102.37035912589869 * tfactors.T9i + 18.0179 * tfactors.T913
                          + -2.86304 * tfactors.T9 + 0.250854 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  102.37035912589869 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 18.0179 * tfactors.T923i
                                   + -2.86304 + (5.0/3.0) * 0.250854 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3146,12 +3146,12 @@ void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     // ReacLib set derived from il10r
     ln_set_rate =  16.0363703371215 + -100.7293991258987 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  100.7293991258987 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3165,8 +3165,8 @@ void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ar36_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ar36_to_p_K39_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ar36 + He4 --> p + K39
 
@@ -3208,13 +3208,13 @@ void rate_He4_Ar36_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  20.654451232729432 + -14.951286608188834 * tfactors.T9i + -30.0732 * tfactors.T913i + 7.03263 * tfactors.T913
                          + -1.10085 * tfactors.T9 + 0.133768 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  14.951286608188834 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -30.0732 * tfactors.T943i + (1.0/3.0) * 7.03263 * tfactors.T923i
                                   + -1.10085 + (5.0/3.0) * 0.133768 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3228,8 +3228,8 @@ void rate_He4_Ar36_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca40_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca40_to_He4_Ar36_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ca40 --> He4 + Ar36
 
@@ -3265,13 +3265,13 @@ void rate_Ca40_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  77.28432125250924 + -81.69320665503751 * tfactors.T9i + -71.0046 * tfactors.T913i + 4.0656 * tfactors.T913
                          + -5.26509 * tfactors.T9 + 0.683546 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  81.69320665503751 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -71.0046 * tfactors.T943i + (1.0/3.0) * 4.0656 * tfactors.T923i
                                   + -5.26509 + (5.0/3.0) * 0.683546 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3285,8 +3285,8 @@ void rate_Ca40_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca40_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca40_to_p_K39_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ca40 --> p + K39
 
@@ -3322,13 +3322,13 @@ void rate_Ca40_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  2786.453572485239 + -101.86683326322635 * tfactors.T9i + 802.18 * tfactors.T913i + -4010.27 * tfactors.T913
                          + 1137.69 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  101.86683326322635 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 802.18 * tfactors.T943i + (1.0/3.0) * -4010.27 * tfactors.T923i
                                   + 1137.69 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3343,13 +3343,13 @@ void rate_Ca40_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  613.1725724852387 + -109.20919326322635 * tfactors.T9i + 641.844 * tfactors.T913i + -1248.49 * tfactors.T913
                          + 566.426 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  109.20919326322635 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 641.844 * tfactors.T943i + (1.0/3.0) * -1248.49 * tfactors.T923i
                                   + 566.426 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3364,13 +3364,13 @@ void rate_Ca40_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  127.32557248523868 + -98.30957326322635 * tfactors.T9i + 41.1723 * tfactors.T913i + -149.299 * tfactors.T913
                          + 10.5229 * tfactors.T9 + -0.68208 * tfactors.T953 + 60.7367 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  98.30957326322635 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 41.1723 * tfactors.T943i + (1.0/3.0) * -149.299 * tfactors.T923i
                                   + 10.5229 + (5.0/3.0) * -0.68208 * tfactors.T923 + 60.7367 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3384,8 +3384,8 @@ void rate_Ca40_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ca40_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ca40_to_p_Sc43_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ca40 + He4 --> p + Sc43
 
@@ -3427,13 +3427,13 @@ void rate_He4_Ca40_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  35.67546755788414 + -40.87525788838128 * tfactors.T9i + -32.1734 * tfactors.T913i + 0.0296879 * tfactors.T913
                          + -0.95232 * tfactors.T9 + 0.129022 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  40.87525788838128 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -32.1734 * tfactors.T943i + (1.0/3.0) * 0.0296879 * tfactors.T923i
                                   + -0.95232 + (5.0/3.0) * 0.129022 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3447,8 +3447,8 @@ void rate_He4_Ca40_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti44_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti44_to_He4_Ca40_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ti44 --> He4 + Ca40
 
@@ -3484,13 +3484,13 @@ void rate_Ti44_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  78.7006646483486 + -59.49768581557457 * tfactors.T9i + -76.4273 * tfactors.T913i + 3.87451 * tfactors.T913
                          + -3.61477 * tfactors.T9 + 0.367451 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  59.49768581557457 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -76.4273 * tfactors.T943i + (1.0/3.0) * 3.87451 * tfactors.T923i
                                   + -3.61477 + (5.0/3.0) * 0.367451 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3504,8 +3504,8 @@ void rate_Ti44_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti44_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti44_to_p_Sc43_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ti44 --> p + Sc43
 
@@ -3541,13 +3541,13 @@ void rate_Ti44_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  62.61343220623275 + -100.37294370395585 * tfactors.T9i + -32.1734 * tfactors.T913i + -1.77078 * tfactors.T913
                          + -2.21706 * tfactors.T9 + 0.298499 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  100.37294370395585 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -32.1734 * tfactors.T943i + (1.0/3.0) * -1.77078 * tfactors.T923i
                                   + -2.21706 + (5.0/3.0) * 0.298499 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3561,8 +3561,8 @@ void rate_Ti44_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr48_to_He4_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr48_to_He4_Ti44_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Cr48 --> He4 + Ti44
 
@@ -3598,13 +3598,13 @@ void rate_Cr48_to_He4_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  89.75906465832496 + -89.32364150067336 * tfactors.T9i + -81.667 * tfactors.T913i + -10.6333 * tfactors.T913
                          + -0.672613 * tfactors.T9 + 0.161209 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  89.32364150067336 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -81.667 * tfactors.T943i + (1.0/3.0) * -10.6333 * tfactors.T923i
                                   + -0.672613 + (5.0/3.0) * 0.161209 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3618,8 +3618,8 @@ void rate_Cr48_to_He4_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr48_to_p_V47_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Cr48 --> p + V47
 
@@ -3655,13 +3655,13 @@ void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  67.75975303984967 + -100.08956223422913 * tfactors.T9i + -34.0548 * tfactors.T913i + -3.41973 * tfactors.T913
                          + 1.16501 * tfactors.T9 + -0.105543 * tfactors.T953 + -6.20886 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  100.08956223422913 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -34.0548 * tfactors.T943i + (1.0/3.0) * -3.41973 * tfactors.T923i
                                   + 1.16501 + (5.0/3.0) * -0.105543 * tfactors.T923 + -6.20886 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3676,13 +3676,13 @@ void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  536.5429530398497 + -99.32517223422914 * tfactors.T9i + 317.171 * tfactors.T913i + -911.679 * tfactors.T913
                          + 94.4245 * tfactors.T9 + -10.1973 * tfactors.T953 + 332.227 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  99.32517223422914 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 317.171 * tfactors.T943i + (1.0/3.0) * -911.679 * tfactors.T923i
                                   + 94.4245 + (5.0/3.0) * -10.1973 * tfactors.T923 + 332.227 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3697,13 +3697,13 @@ void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  48.911453039849675 + -93.78359723422915 * tfactors.T9i + -45.9868 * tfactors.T913i + 13.6822 * tfactors.T913
                          + -0.376902 * tfactors.T9 + -0.0194875 * tfactors.T953 + -6.9232499999999995 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  93.78359723422915 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -45.9868 * tfactors.T943i + (1.0/3.0) * 13.6822 * tfactors.T923i
                                   + -0.376902 + (5.0/3.0) * -0.0194875 * tfactors.T923 + -6.9232499999999995 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3718,13 +3718,13 @@ void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  65.64255303984967 + -94.54467623422914 * tfactors.T9i + -110.655 * tfactors.T913i + 83.0232 * tfactors.T913
                          + -19.7762 * tfactors.T9 + 3.03961 * tfactors.T953 + -47.9742 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  94.54467623422914 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -110.655 * tfactors.T943i + (1.0/3.0) * 83.0232 * tfactors.T923i
                                   + -19.7762 + (5.0/3.0) * 3.03961 * tfactors.T923 + -47.9742 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3738,8 +3738,8 @@ void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_V47_to_He4_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_V47_to_He4_Ti44_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // V47 + p --> He4 + Ti44
 
@@ -3781,13 +3781,13 @@ void rate_p_V47_to_He4_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -76.63208838152472 + -6.086479266444236 * tfactors.T9i + 70.2835 * tfactors.T913
                          + -7.99061 * tfactors.T9 + 0.486213 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  6.086479266444236 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 70.2835 * tfactors.T923i
                                   + -7.99061 + (5.0/3.0) * 0.486213 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3801,8 +3801,8 @@ void rate_p_V47_to_He4_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe54_to_n_Fe53_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe54_to_n_Fe53_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Fe54 --> n + Fe53
 
@@ -3838,13 +3838,13 @@ void rate_Fe54_to_n_Fe53_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  42.23234536763494 + -155.25009527915816 * tfactors.T9i + -1.10421 * tfactors.T913
                          + 0.379905 * tfactors.T9 + -0.0581878 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  155.25009527915816 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.10421 * tfactors.T923i
                                   + 0.379905 + (5.0/3.0) * -0.0581878 * tfactors.T923 + 1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3858,8 +3858,8 @@ void rate_Fe54_to_n_Fe53_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe53_to_n_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe53_to_n_Fe52_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Fe53 --> n + Fe52
 
@@ -3895,13 +3895,13 @@ void rate_Fe53_to_n_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  37.50789742709652 + -124.01421385132892 * tfactors.T9i + -0.344319 * tfactors.T913
                          + 0.178277 * tfactors.T9 + -0.0334326 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  124.01421385132892 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.344319 * tfactors.T923i
                                   + 0.178277 + (5.0/3.0) * -0.0334326 * tfactors.T923 + 1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3915,8 +3915,8 @@ void rate_Fe53_to_n_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe56_to_n_Fe55_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe56_to_n_Fe55_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Fe56 --> n + Fe55
 
@@ -3952,13 +3952,13 @@ void rate_Fe56_to_n_Fe55_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  46.806892234523204 + -130.0322634199283 * tfactors.T9i + 8.06062 * tfactors.T913i + -14.4809 * tfactors.T913
                          + 0.94252 * tfactors.T9 + -0.0776007 * tfactors.T953 + 7.97093 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  130.0322634199283 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 8.06062 * tfactors.T943i + (1.0/3.0) * -14.4809 * tfactors.T923i
                                   + 0.94252 + (5.0/3.0) * -0.0776007 * tfactors.T923 + 7.97093 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3972,8 +3972,8 @@ void rate_Fe56_to_n_Fe55_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe55_to_n_Fe54_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe55_to_n_Fe54_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Fe55 --> n + Fe54
 
@@ -4009,13 +4009,13 @@ void rate_Fe55_to_n_Fe54_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  21.50487677145662 + -107.84100838776591 * tfactors.T9i + -8.66617 * tfactors.T913i + 26.4472 * tfactors.T913
                          + -1.9222 * tfactors.T9 + 0.0986404 * tfactors.T953 + -8.28317 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  107.84100838776591 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -8.66617 * tfactors.T943i + (1.0/3.0) * 26.4472 * tfactors.T923i
                                   + -1.9222 + (5.0/3.0) * 0.0986404 * tfactors.T923 + -8.28317 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4029,8 +4029,8 @@ void rate_Fe55_to_n_Fe54_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni58_to_n_Ni57_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni58_to_n_Ni57_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ni58 --> n + Ni57
 
@@ -4066,13 +4066,13 @@ void rate_Ni58_to_n_Ni57_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  42.36077897558323 + -141.76332431826057 * tfactors.T9i + -1.90814 * tfactors.T913
                          + 0.493188 * tfactors.T9 + -0.0684633 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  141.76332431826057 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.90814 * tfactors.T923i
                                   + 0.493188 + (5.0/3.0) * -0.0684633 * tfactors.T923 + 1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4086,8 +4086,8 @@ void rate_Ni58_to_n_Ni57_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni57_to_n_Ni56_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni57_to_n_Ni56_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ni57 --> n + Ni56
 
@@ -4123,13 +4123,13 @@ void rate_Ni57_to_n_Ni56_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  38.391039283996996 + -118.91983039605458 * tfactors.T9i + -1.19665 * tfactors.T913
                          + 0.507179 * tfactors.T9 + -0.074604 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  118.91983039605458 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.19665 * tfactors.T923i
                                   + 0.507179 + (5.0/3.0) * -0.074604 * tfactors.T923 + 1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4159,360 +4159,840 @@ fill_derived_rates(const tf_t& tfactors, T& rate_eval)
 
     pf_cache.index_temp_array_1 = interp_net::find_index(tfactors.T9, part_fun::temp_array_1);
 
-    rate_N13_to_p_C12_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_N13_to_p_C12_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_N13_to_p_C12_derived) = drate_dT;
+    {
+        // N13_to_p_C12_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_N13_to_p_C12_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_N13_to_p_C12_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_N13_to_p_C12_derived) = drate_dT;
+        }
     }
-    rate_O16_to_He4_C12_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_O16_to_He4_C12_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_to_He4_C12_derived) = drate_dT;
 
-    }
-    rate_Ne20_to_He4_O16_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ne20_to_He4_O16_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ne20_to_He4_O16_derived) = drate_dT;
+    {
+        // O16_to_He4_C12_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O16_to_He4_C12_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_O16_to_He4_C12_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O16_to_He4_C12_derived) = drate_dT;
+        }
     }
-    rate_Mg24_to_p_Na23_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Mg24_to_p_Na23_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mg24_to_p_Na23_derived) = drate_dT;
 
-    }
-    rate_Mg24_to_He4_Ne20_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Mg24_to_He4_Ne20_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mg24_to_He4_Ne20_derived) = drate_dT;
+    {
+        // Ne20_to_He4_O16_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne20_to_He4_O16_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ne20_to_He4_O16_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ne20_to_He4_O16_derived) = drate_dT;
+        }
     }
-    rate_Si28_to_p_Al27_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Si28_to_p_Al27_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Si28_to_p_Al27_derived) = drate_dT;
 
-    }
-    rate_Si28_to_He4_Mg24_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Si28_to_He4_Mg24_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Si28_to_He4_Mg24_derived) = drate_dT;
+    {
+        // Mg24_to_p_Na23_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mg24_to_p_Na23_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Mg24_to_p_Na23_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mg24_to_p_Na23_derived) = drate_dT;
+        }
     }
-    rate_S32_to_p_P31_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_S32_to_p_P31_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_S32_to_p_P31_derived) = drate_dT;
 
-    }
-    rate_S32_to_He4_Si28_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_S32_to_He4_Si28_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_S32_to_He4_Si28_derived) = drate_dT;
-
-    }
-    rate_Fe52_to_p_Mn51_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Fe52_to_p_Mn51_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe52_to_p_Mn51_derived) = drate_dT;
-
-    }
-    rate_Fe52_to_He4_Cr48_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Fe52_to_He4_Cr48_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe52_to_He4_Cr48_derived) = drate_dT;
-
-    }
-    rate_Co55_to_He4_Mn51_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Co55_to_He4_Mn51_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Co55_to_He4_Mn51_derived) = drate_dT;
+    {
+        // Mg24_to_He4_Ne20_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mg24_to_He4_Ne20_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Mg24_to_He4_Ne20_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mg24_to_He4_Ne20_derived) = drate_dT;
+        }
     }
-    rate_Ni56_to_p_Co55_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ni56_to_p_Co55_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni56_to_p_Co55_derived) = drate_dT;
-
-    }
-    rate_Ni56_to_He4_Fe52_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ni56_to_He4_Fe52_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni56_to_He4_Fe52_derived) = drate_dT;
-
-    }
-    rate_C12_to_He4_He4_He4_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_C12_to_He4_He4_He4_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_to_He4_He4_He4_derived) = drate_dT;
-
-    }
-    rate_p_O16_to_He4_N13_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_O16_to_He4_N13_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O16_to_He4_N13_derived) = drate_dT;
-
-    }
-    rate_He4_Ne20_to_p_Na23_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Ne20_to_p_Na23_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_p_Na23_derived) = drate_dT;
 
-    }
-    rate_He4_Ne20_to_C12_C12_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Ne20_to_C12_C12_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_C12_C12_derived) = drate_dT;
+    {
+        // Si28_to_p_Al27_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Si28_to_p_Al27_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Si28_to_p_Al27_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Si28_to_p_Al27_derived) = drate_dT;
+        }
     }
-    rate_p_Na23_to_C12_C12_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_Na23_to_C12_C12_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_C12_C12_derived) = drate_dT;
 
-    }
-    rate_He4_Mg24_to_p_Al27_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Mg24_to_p_Al27_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_p_Al27_derived) = drate_dT;
+    {
+        // Si28_to_He4_Mg24_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Si28_to_He4_Mg24_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Si28_to_He4_Mg24_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Si28_to_He4_Mg24_derived) = drate_dT;
+        }
     }
-    rate_He4_Mg24_to_C12_O16_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Mg24_to_C12_O16_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_C12_O16_derived) = drate_dT;
 
-    }
-    rate_p_Al27_to_C12_O16_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_Al27_to_C12_O16_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_C12_O16_derived) = drate_dT;
+    {
+        // S32_to_p_P31_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_S32_to_p_P31_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_S32_to_p_P31_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_S32_to_p_P31_derived) = drate_dT;
+        }
     }
-    rate_He4_Si28_to_p_P31_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Si28_to_p_P31_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_p_P31_derived) = drate_dT;
 
-    }
-    rate_He4_Si28_to_O16_O16_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Si28_to_O16_O16_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_O16_O16_derived) = drate_dT;
+    {
+        // S32_to_He4_Si28_derived
 
-    }
-    rate_p_P31_to_O16_O16_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_P31_to_O16_O16_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_P31_to_O16_O16_derived) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_S32_to_He4_Si28_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_S32_to_He4_Si28_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_S32_to_He4_Si28_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_p_Mn51_to_He4_Cr48_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_derived) = drate_dT;
+    {
+        // Fe52_to_p_Mn51_derived
 
-    }
-    rate_p_Co55_to_He4_Fe52_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_derived) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe52_to_p_Mn51_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Fe52_to_p_Mn51_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe52_to_p_Mn51_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_Mg24_to_C12_C12_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Mg24_to_C12_C12_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mg24_to_C12_C12_derived) = drate_dT;
+    {
+        // Fe52_to_He4_Cr48_derived
 
-    }
-    rate_S32_to_O16_O16_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_S32_to_O16_O16_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_S32_to_O16_O16_derived) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe52_to_He4_Cr48_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Fe52_to_He4_Cr48_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe52_to_He4_Cr48_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_Si28_to_C12_O16_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Si28_to_C12_O16_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Si28_to_C12_O16_derived) = drate_dT;
+    {
+        // Co55_to_He4_Mn51_derived
 
-    }
-    rate_Co55_to_p_Fe54_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Co55_to_p_Fe54_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Co55_to_p_Fe54_derived) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Co55_to_He4_Mn51_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Co55_to_He4_Mn51_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Co55_to_He4_Mn51_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_Co56_to_n_Co55_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Co56_to_n_Co55_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Co56_to_n_Co55_derived) = drate_dT;
+    {
+        // Ni56_to_p_Co55_derived
 
-    }
-    rate_Co57_to_n_Co56_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Co57_to_n_Co56_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Co57_to_n_Co56_derived) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni56_to_p_Co55_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ni56_to_p_Co55_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni56_to_p_Co55_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_Co57_to_p_Fe56_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Co57_to_p_Fe56_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Co57_to_p_Fe56_derived) = drate_dT;
+    {
+        // Ni56_to_He4_Fe52_derived
 
-    }
-    rate_Ni58_to_p_Co57_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ni58_to_p_Co57_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni58_to_p_Co57_derived) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni56_to_He4_Fe52_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ni56_to_He4_Fe52_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni56_to_He4_Fe52_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_Ni58_to_He4_Fe54_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ni58_to_He4_Fe54_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni58_to_He4_Fe54_derived) = drate_dT;
+    {
+        // C12_to_He4_He4_He4_derived
 
-    }
-    rate_p_Fe54_to_He4_Mn51_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_Fe54_to_He4_Mn51_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Fe54_to_He4_Mn51_derived) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_C12_to_He4_He4_He4_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_C12_to_He4_He4_He4_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_to_He4_He4_He4_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_He4_Fe54_to_p_Co57_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Fe54_to_p_Co57_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe54_to_p_Co57_derived) = drate_dT;
+    {
+        // p_O16_to_He4_N13_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O16);
+        }
+#endif
+        rate_p_O16_to_He4_N13_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_O16_to_He4_N13_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O16_to_He4_N13_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ne20_to_p_Na23_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ne20);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ne20);
+        }
+#endif
+        rate_He4_Ne20_to_p_Na23_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Ne20_to_p_Na23_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ne20_to_p_Na23_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ne20_to_C12_C12_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ne20);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ne20);
+        }
+#endif
+        rate_He4_Ne20_to_C12_C12_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Ne20_to_C12_C12_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ne20_to_C12_C12_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_Na23_to_C12_C12_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Na23);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Na23);
+        }
+#endif
+        rate_p_Na23_to_C12_C12_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_Na23_to_C12_C12_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Na23_to_C12_C12_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mg24_to_p_Al27_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mg24);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mg24);
+        }
+#endif
+        rate_He4_Mg24_to_p_Al27_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Mg24_to_p_Al27_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mg24_to_p_Al27_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mg24_to_C12_O16_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mg24);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mg24);
+        }
+#endif
+        rate_He4_Mg24_to_C12_O16_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Mg24_to_C12_O16_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mg24_to_C12_O16_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_Al27_to_C12_O16_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Al27);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Al27);
+        }
+#endif
+        rate_p_Al27_to_C12_O16_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_Al27_to_C12_O16_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Al27_to_C12_O16_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Si28_to_p_P31_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Si28);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Si28);
+        }
+#endif
+        rate_He4_Si28_to_p_P31_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Si28_to_p_P31_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Si28_to_p_P31_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Si28_to_O16_O16_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Si28);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Si28);
+        }
+#endif
+        rate_He4_Si28_to_O16_O16_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Si28_to_O16_O16_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Si28_to_O16_O16_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_P31_to_O16_O16_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_P31);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_P31);
+        }
+#endif
+        rate_p_P31_to_O16_O16_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_P31_to_O16_O16_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_P31_to_O16_O16_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_Mn51_to_He4_Cr48_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Mn51);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Mn51);
+        }
+#endif
+        rate_p_Mn51_to_He4_Cr48_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_Co55_to_He4_Fe52_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Co55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Co55);
+        }
+#endif
+        rate_p_Co55_to_He4_Fe52_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_derived) = drate_dT;
+        }
     }
-    rate_p_Fe56_to_n_Co56_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_Fe56_to_n_Co56_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Fe56_to_n_Co56_derived) = drate_dT;
 
-    }
-    rate_p_Co56_to_n_Ni56_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_Co56_to_n_Ni56_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Co56_to_n_Ni56_derived) = drate_dT;
+    {
+        // Mg24_to_C12_C12_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mg24_to_C12_C12_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Mg24_to_C12_C12_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mg24_to_C12_C12_derived) = drate_dT;
+        }
     }
-    rate_p_Ni58_to_He4_Co55_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_Ni58_to_He4_Co55_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ni58_to_He4_Co55_derived) = drate_dT;
 
-    }
-    rate_He4_S32_to_p_Cl35_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_S32_to_p_Cl35_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_removed) = drate_dT;
+    {
+        // S32_to_O16_O16_derived
 
-    }
-    rate_Ar36_to_He4_S32_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ar36_to_He4_S32_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ar36_to_He4_S32_removed) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_S32_to_O16_O16_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_S32_to_O16_O16_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_S32_to_O16_O16_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Si28_to_C12_O16_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Si28_to_C12_O16_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Si28_to_C12_O16_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Si28_to_C12_O16_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Co55_to_p_Fe54_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Co55_to_p_Fe54_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Co55_to_p_Fe54_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Co55_to_p_Fe54_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Co56_to_n_Co55_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Co56_to_n_Co55_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Co56_to_n_Co55_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Co56_to_n_Co55_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Co57_to_n_Co56_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Co57_to_n_Co56_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Co57_to_n_Co56_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Co57_to_n_Co56_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Co57_to_p_Fe56_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Co57_to_p_Fe56_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Co57_to_p_Fe56_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Co57_to_p_Fe56_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ni58_to_p_Co57_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni58_to_p_Co57_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ni58_to_p_Co57_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni58_to_p_Co57_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_Ar36_to_p_Cl35_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ar36_to_p_Cl35_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ar36_to_p_Cl35_removed) = drate_dT;
+    {
+        // Ni58_to_He4_Fe54_derived
 
-    }
-    rate_He4_Ar36_to_p_K39_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Ar36_to_p_K39_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_removed) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni58_to_He4_Fe54_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ni58_to_He4_Fe54_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni58_to_He4_Fe54_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_Ca40_to_He4_Ar36_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ca40_to_He4_Ar36_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca40_to_He4_Ar36_removed) = drate_dT;
+    {
+        // p_Fe54_to_He4_Mn51_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Fe54);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Fe54);
+        }
+#endif
+        rate_p_Fe54_to_He4_Mn51_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_Fe54_to_He4_Mn51_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Fe54_to_He4_Mn51_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe54_to_p_Co57_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe54);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe54);
+        }
+#endif
+        rate_He4_Fe54_to_p_Co57_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Fe54_to_p_Co57_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe54_to_p_Co57_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_Fe56_to_n_Co56_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Fe56);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Fe56);
+        }
+#endif
+        rate_p_Fe56_to_n_Co56_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_Fe56_to_n_Co56_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Fe56_to_n_Co56_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_Co56_to_n_Ni56_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Co56);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Co56);
+        }
+#endif
+        rate_p_Co56_to_n_Ni56_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_Co56_to_n_Ni56_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Co56_to_n_Ni56_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ni58_to_He4_Co55_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ni58);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ni58);
+        }
+#endif
+        rate_p_Ni58_to_He4_Co55_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_Ni58_to_He4_Co55_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ni58_to_He4_Co55_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_S32_to_p_Cl35_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_S32);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_S32);
+        }
+#endif
+        rate_He4_S32_to_p_Cl35_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_S32_to_p_Cl35_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ar36_to_He4_S32_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ar36_to_He4_S32_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ar36_to_He4_S32_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ar36_to_He4_S32_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ar36_to_p_Cl35_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ar36_to_p_Cl35_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ar36_to_p_Cl35_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ar36_to_p_Cl35_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ar36_to_p_K39_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ar36);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ar36);
+        }
+#endif
+        rate_He4_Ar36_to_p_K39_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Ar36_to_p_K39_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ca40_to_He4_Ar36_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ca40_to_He4_Ar36_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ca40_to_He4_Ar36_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ca40_to_He4_Ar36_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ca40_to_p_K39_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ca40_to_p_K39_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ca40_to_p_K39_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ca40_to_p_K39_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ca40_to_p_Sc43_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ca40);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ca40);
+        }
+#endif
+        rate_He4_Ca40_to_p_Sc43_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ti44_to_He4_Ca40_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ti44_to_He4_Ca40_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ti44_to_He4_Ca40_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ti44_to_He4_Ca40_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ti44_to_p_Sc43_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ti44_to_p_Sc43_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ti44_to_p_Sc43_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ti44_to_p_Sc43_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Cr48_to_He4_Ti44_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cr48_to_He4_Ti44_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Cr48_to_He4_Ti44_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cr48_to_He4_Ti44_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Cr48_to_p_V47_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cr48_to_p_V47_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Cr48_to_p_V47_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cr48_to_p_V47_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_V47_to_He4_Ti44_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_V47);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_V47);
+        }
+#endif
+        rate_p_V47_to_He4_Ti44_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_V47_to_He4_Ti44_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_derived) = drate_dT;
+        }
     }
-    rate_Ca40_to_p_K39_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ca40_to_p_K39_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca40_to_p_K39_removed) = drate_dT;
 
-    }
-    rate_He4_Ca40_to_p_Sc43_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_removed) = drate_dT;
+    {
+        // Fe54_to_n_Fe53_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe54_to_n_Fe53_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Fe54_to_n_Fe53_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe54_to_n_Fe53_derived) = drate_dT;
+        }
     }
-    rate_Ti44_to_He4_Ca40_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ti44_to_He4_Ca40_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti44_to_He4_Ca40_removed) = drate_dT;
 
-    }
-    rate_Ti44_to_p_Sc43_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ti44_to_p_Sc43_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti44_to_p_Sc43_removed) = drate_dT;
+    {
+        // Fe53_to_n_Fe52_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe53_to_n_Fe52_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Fe53_to_n_Fe52_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe53_to_n_Fe52_derived) = drate_dT;
+        }
     }
-    rate_Cr48_to_He4_Ti44_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Cr48_to_He4_Ti44_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr48_to_He4_Ti44_removed) = drate_dT;
 
-    }
-    rate_Cr48_to_p_V47_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Cr48_to_p_V47_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr48_to_p_V47_removed) = drate_dT;
+    {
+        // Fe56_to_n_Fe55_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe56_to_n_Fe55_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Fe56_to_n_Fe55_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe56_to_n_Fe55_derived) = drate_dT;
+        }
     }
-    rate_p_V47_to_He4_Ti44_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_V47_to_He4_Ti44_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_removed) = drate_dT;
 
-    }
-    rate_Fe54_to_n_Fe53_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Fe54_to_n_Fe53_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe54_to_n_Fe53_removed) = drate_dT;
+    {
+        // Fe55_to_n_Fe54_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe55_to_n_Fe54_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Fe55_to_n_Fe54_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe55_to_n_Fe54_derived) = drate_dT;
+        }
     }
-    rate_Fe53_to_n_Fe52_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Fe53_to_n_Fe52_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe53_to_n_Fe52_removed) = drate_dT;
 
-    }
-    rate_Fe56_to_n_Fe55_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Fe56_to_n_Fe55_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe56_to_n_Fe55_removed) = drate_dT;
+    {
+        // Ni58_to_n_Ni57_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni58_to_n_Ni57_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ni58_to_n_Ni57_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni58_to_n_Ni57_derived) = drate_dT;
+        }
     }
-    rate_Fe55_to_n_Fe54_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Fe55_to_n_Fe54_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe55_to_n_Fe54_removed) = drate_dT;
 
-    }
-    rate_Ni58_to_n_Ni57_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ni58_to_n_Ni57_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni58_to_n_Ni57_removed) = drate_dT;
+    {
+        // Ni57_to_n_Ni56_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni57_to_n_Ni56_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ni57_to_n_Ni56_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni57_to_n_Ni56_derived) = drate_dT;
+        }
     }
-    rate_Ni57_to_n_Ni56_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ni57_to_n_Ni56_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni57_to_n_Ni56_removed) = drate_dT;
 
-    }
 
 }
 #endif
diff --git a/networks/he-burn/ase-iron/interp_tools.H b/networks/he-burn/ase-iron/interp_tools.H
index 5444bb552a..bbc0d26855 100644
--- a/networks/he-burn/ase-iron/interp_tools.H
+++ b/networks/he-burn/ase-iron/interp_tools.H
@@ -55,7 +55,7 @@ namespace interp_net {
 
         if (x0 < x_array(left)) {
             idx = left;
-        } else if (x0 > x_array(right)) {
+        } else if (x0 >= x_array(right)) {
             idx = right - 1;
         } else {
             idx = find_index(x0, x_array);
diff --git a/networks/he-burn/ase-iron/modified_rates.H b/networks/he-burn/ase-iron/modified_rates.H
new file mode 100644
index 0000000000..e63de5077c
--- /dev/null
+++ b/networks/he-burn/ase-iron/modified_rates.H
@@ -0,0 +1,112 @@
+#ifndef MODIFIED_RATES_H
+#define MODIFIED_RATES_H
+
+#include <AMReX.H>
+#include <AMReX_Print.H>
+
+#include <tfactors.H>
+#include <actual_network.H>
+#include <rate_type.H>
+#include <temperature_table_rates.H>
+#include <reaclib_rates.H>
+
+namespace modified_rates {
+
+    using namespace temp_tabular;
+
+    template <int do_T_derivatives>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    void rate_C12_C12_to_Mg24_modified(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
+
+        // C12 + C12 --> Mg24 (calls the underlying rate)
+
+        rate_C12_C12_to_n_Mg23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+    }
+
+    template <int do_T_derivatives>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    void rate_O16_O16_to_S32_modified(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
+
+        // O16 + O16 --> S32 (calls the underlying rate)
+
+        rate_O16_O16_to_n_S31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+    }
+
+    template <int do_T_derivatives>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    void rate_C12_O16_to_Si28_modified(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
+
+        // O16 + C12 --> Si28 (calls the underlying rate)
+
+        rate_C12_O16_to_n_Si27_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+    }
+
+
+    template <int do_T_derivatives, typename T>
+    AMREX_GPU_HOST_DEVICE AMREX_INLINE
+    void
+    fill_rates([[maybe_unused]] const tf_t& tfactors,
+               [[maybe_unused]] T& rate_eval)
+    {
+
+        [[maybe_unused]] amrex::Real rate;
+        [[maybe_unused]] amrex::Real drate_dT;
+
+        {
+            // C12_C12_to_Mg24_modified
+
+            amrex::Real log_scor {0.0_rt};
+            amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+            log_scor = rate_eval.log_screen(k_C12_C12);
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_C12);
+            }
+#endif
+            rate_C12_C12_to_Mg24_modified<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+            rate_eval.screened_rates(k_C12_C12_to_Mg24_modified) = rate;
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                rate_eval.dscreened_rates_dT(k_C12_C12_to_Mg24_modified) = drate_dT;
+            }
+        }
+
+        {
+            // O16_O16_to_S32_modified
+
+            amrex::Real log_scor {0.0_rt};
+            amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+            log_scor = rate_eval.log_screen(k_O16_O16);
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                dlog_scor_dT = rate_eval.dlog_screen_dT(k_O16_O16);
+            }
+#endif
+            rate_O16_O16_to_S32_modified<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+            rate_eval.screened_rates(k_O16_O16_to_S32_modified) = rate;
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                rate_eval.dscreened_rates_dT(k_O16_O16_to_S32_modified) = drate_dT;
+            }
+        }
+
+        {
+            // C12_O16_to_Si28_modified
+
+            amrex::Real log_scor {0.0_rt};
+            amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+            log_scor = rate_eval.log_screen(k_C12_O16);
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_O16);
+            }
+#endif
+            rate_C12_O16_to_Si28_modified<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+            rate_eval.screened_rates(k_C12_O16_to_Si28_modified) = rate;
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                rate_eval.dscreened_rates_dT(k_C12_O16_to_Si28_modified) = drate_dT;
+            }
+        }
+
+
+    }
+}
+#endif
diff --git a/networks/he-burn/ase-iron/partition_functions.H b/networks/he-burn/ase-iron/partition_functions.H
index 23de163bb8..f4ac1b3b66 100644
--- a/networks/he-burn/ase-iron/partition_functions.H
+++ b/networks/he-burn/ase-iron/partition_functions.H
@@ -22,7 +22,7 @@ namespace part_fun {
 
     // this is T9
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> temp_array_1 = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> temp_array_1 = {
         0.01, 0.15, 0.2, 0.3, 0.4,
         0.5, 0.6, 0.7, 0.8, 0.9,
         1.0, 1.5, 2.0, 2.5, 3.0,
@@ -45,7 +45,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> O16_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> O16_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
@@ -69,7 +69,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ne20_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ne20_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 1.5999872001381317e-05, 0.00038192705657577196, 0.0025407695097516073, 0.008962714607884434,
@@ -93,7 +93,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Na23_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Na23_pf_array = {
         0.0, 0.0, 0.0, 0.0, 3.999991999914312e-06,
         5.499848755537228e-05, 0.0003019544071791481, 0.0010184811719273939, 0.002532789778269521, 0.0051397687298581594,
         0.00904794362623629, 0.048651106882368046, 0.11044327651595648, 0.1779034781081781, 0.24236561796080108,
@@ -117,10 +117,10 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Mg24_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Mg24_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
-        9.999994999180668e-07, 0.0001259920626667995, 0.0017764212290928272, 0.008665347199341391, 0.02478529122240376,
+        9.999994999180668e-07, 0.0001259920626667995, 0.0017764212290928272, 0.008665347199341391, 0.024785291222403763,
         0.05209612203517594, 0.09017063128626053, 0.13704782771330884, 0.19024508258946665, 0.30679917070896673,
         0.42717245621910793, 0.5457138884802113, 0.660894613389287, 0.773014180490088, 0.9932517730102834,
         1.2119409739751128, 1.4398351280479205, 1.682688374173693, 1.9487632180377197, 2.244955980157409,
@@ -141,7 +141,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Al27_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Al27_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 1.9999980000601777e-06, 7.999968000178667e-06,
         2.3999712004631918e-05, 0.0007467211343664971, 0.0043365834151270505, 0.012613119117341724, 0.025879225360058624,
@@ -165,7 +165,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Si28_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Si28_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 4.999987500074422e-06, 0.00016398655347018683, 0.0012951609168895288, 0.005118876169847203,
@@ -189,7 +189,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> P31_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> P31_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         9.999994999180668e-07, 0.00011099383995581128, 0.0012951609168895288, 0.005682822135497365, 0.015358452840402968,
@@ -213,11 +213,11 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> S32_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> S32_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 1.1999928000476974e-05, 0.0001599872013651075, 0.0008965979359162839,
-        0.0030782573008273765, 0.007778667567807429, 0.01603376935914739, 0.02868269041229125, 0.06934041108806749,
+        0.003078257300827377, 0.007778667567807429, 0.01603376935914739, 0.02868269041229125, 0.06934041108806749,
         0.13236245968854618, 0.21875794860165648, 0.32915769331179123, 0.4643325791959468, 0.8109302162163288,
         1.2669476034873244, 1.81319474994812, 2.4336133554004498, 3.086486636822455, 3.756538102587751,
         4.4272389774954295, 5.093750200806762, 5.746203190540153, 6.386879319362645, 7.940939762327791,
@@ -237,7 +237,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Cl35_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Cl35_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 4.1999118024792734e-05, 0.0004768862716642343, 0.002171640281399847, 0.006214649003101918,
@@ -261,7 +261,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ar36_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ar36_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 9.999994999180668e-07, 5.399854205248437e-05, 0.0005328580059528724, 0.0024460060865663185,
@@ -285,7 +285,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> K39_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> K39_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 8.999959500168733e-06, 7.899687966427683e-05,
@@ -309,7 +309,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ca40_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ca40_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 7.999968000178667e-06,
@@ -333,7 +333,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Sc43_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Sc43_pf_array = {
         0.0, 3.999991999914312e-06, 7.399726213497465e-05, 0.001402016715091746, 0.006077494560027172,
         0.014618625311574956, 0.02619392408247513, 0.039701366851552046, 0.05424762604898671, 0.06923404240290812,
         0.08429886812818674, 0.15680885802481764, 0.22576092300652262, 0.2958459074810483, 0.3697667707656917,
@@ -357,7 +357,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ti44_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ti44_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 9.999994999180668e-07, 3.999991999914312e-06,
         1.6999855501571383e-05, 0.001148340404701717, 0.009309531525720607, 0.03254753540924965, 0.07466488847560604,
@@ -381,7 +381,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> V47_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> V47_pf_array = {
         5.799831806492598e-05, 0.0017464740260096463, 0.009732485344379859, 0.056357648868795907, 0.13811537012749586,
         0.23671188375470134, 0.33785770498795076, 0.4340856062023528, 0.5224146112876673, 0.6021781642551665,
         0.6737563884480131, 0.9374767156169274, 1.1057414821365488, 1.2270658944596067, 1.3241582851318665,
@@ -405,7 +405,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Cr48_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Cr48_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 1.9999980000601777e-06, 1.8999819502277547e-05, 9.099585975123644e-05, 0.0003069528851426514,
         0.0008086729358847522, 0.01474081832149851, 0.06183142275093884, 0.143112843568674, 0.24629820135844444,
@@ -429,7 +429,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Mn51_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Mn51_pf_array = {
         0.0, 0.0, 9.999994999180668e-07, 0.00013899034039500225, 0.001371059667992007,
         0.005417299897942013, 0.013501443923597083, 0.02583439952789853, 0.0418873468309038, 0.060801547340661864,
         0.08168044277606486, 0.19327880627694072, 0.29229193070917964, 0.3745845060072903, 0.44569620808461924,
@@ -453,7 +453,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Fe52_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Fe52_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 3.999991999914312e-06, 2.1999758003515767e-05, 8.699621571943491e-05,
         0.00026096594542543384, 0.006963697081509575, 0.035510955889664755, 0.09259923578662213, 0.17220724583011637,
@@ -477,7 +477,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Fe53_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Fe53_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 2.9999954999842446e-06, 1.3999902000873147e-05, 4.6998895534514674e-05,
         0.00012399231263549523, 0.0022973590486834584, 0.010342333218121334, 0.026671141814813795, 0.05206005035504811,
@@ -501,7 +501,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Fe54_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Fe54_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 9.299567576799903e-05, 0.0014169955873925225, 0.007321134970553677, 0.022123461487622495,
@@ -525,7 +525,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Fe55_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Fe55_pf_array = {
         0.0, 0.0, 0.0, 0.0, 2.9999954999842446e-06,
         3.599935201547656e-05, 0.0001749846892862601, 0.0005458509962348388, 0.0012811789396579938, 0.002489897630568308,
         0.0042439815567507835, 0.021723330583716026, 0.052838150482648706, 0.09687441030310566, 0.15356793863801727,
@@ -549,10 +549,10 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Fe56_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Fe56_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 3.999991999914312e-06, 2.2999735504161862e-05, 9.099585975123644e-05,
-        0.00026996355655966415, 0.007115623795532719, 0.036122649876509136, 0.09416770925148646, 0.17582214798729476,
+        0.00026996355655966415, 0.00711562379553272, 0.036122649876509136, 0.09416770925148646, 0.17582214798729476,
         0.2723587679931664, 0.37744210592173955, 0.4880608616770881, 0.6035325999923254, 0.8511487220072201,
         1.1254226572294825, 1.4290963940696066, 1.7632754575255085, 2.1292725925101696, 2.9601050959108397,
         3.9080149840306073, 4.9344739331306915, 6.0014148779611505, 7.07326971745971, 8.151909872940905,
@@ -573,11 +573,11 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Co55_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Co55_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 1.9999980000601777e-06, 3.299945551192844e-05, 0.0002149768908123338,
-        0.0008776147834635239, 0.002650484360963482, 0.006510758935580232, 0.013783568660113304, 0.04542450669313041,
+        0.0008776147834635239, 0.0026504843609634825, 0.006510758935580232, 0.013783568660113304, 0.04542450669313041,
         0.11337689843044624, 0.2341190990271887, 0.4197354671252422, 0.6733637730790638, 1.3506671834767394,
         2.175887439948088, 3.068052935133617, 3.9982007016691985, 4.948759890378168, 5.910796644040527,
         6.887552571664617, 7.874739125171811, 8.869257522797287, 9.87302834505142, 12.392552212472792,
@@ -597,7 +597,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Co56_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Co56_pf_array = {
         0.0, 3.999991999914312e-06, 7.899687966427683e-05, 0.001695561722441503, 0.007822325681129151,
         0.019497678843342036, 0.03570492462077664, 0.05483944934120235, 0.07551926153050333, 0.09679362441063856,
         0.11809143254161966, 0.21920299752019912, 0.3136779817234165, 0.4068994123352315, 0.5003509554719695,
@@ -621,7 +621,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Co57_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Co57_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         9.999994999180668e-07, 0.00011499338800700186, 0.0013730569257571538, 0.006397492336686245, 0.01850276323097546,
@@ -645,11 +645,11 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ni56_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ni56_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 9.999994999180668e-07, 1.7999838002017484e-05, 0.00014798904908051437,
-        0.0006687763192560828, 0.0021007917908672197, 0.0051805577080849445, 0.0108093677159202, 0.033929817942853414,
+        0.0006687763192560828, 0.0021007917908672197, 0.005180557708084945, 0.0108093677159202, 0.033929817942853414,
         0.08125919821801637, 0.16557206393583876, 0.30308828495767837, 0.5109446166860524, 1.172482137234565,
         2.102913897864978, 3.1654750481410856, 4.272490747605575, 5.389071729816501, 6.498282149476434,
         7.605890001053122, 8.712759974960212, 9.814656338829513, 10.918718232265187, 13.664687668229691,
@@ -669,7 +669,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ni57_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ni57_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 9.999994999180668e-07, 3.999991999914312e-06, 2.1999758003515767e-05, 7.499718764066433e-05,
         0.00020197960074708863, 0.004008953397104444, 0.0179813619557224, 0.04424365396121746, 0.08043463086160929,
@@ -693,11 +693,11 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ni58_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ni58_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 6.499788759151895e-05, 0.0010874085569544608, 0.005954238288214293, 0.018769741111677243,
-        0.04333627107625303, 0.08256291389970516, 0.13844890680808367, 0.21212628348615897, 0.4130674701171434,
+        0.04333627107625303, 0.08256291389970516, 0.1384489068080837, 0.21212628348615897, 0.4130674701171434,
         0.6787038764017188, 0.9964869046943904, 1.355513968039992, 1.7493953139667429, 2.624668592163159,
         3.6082115510464816, 4.653960350157523, 5.736572297479192, 6.834108738813838, 7.937374696163295,
         9.038365107236372, 10.142504453006628, 11.247656987355347, 12.35017298950393, 15.107494239612924,
@@ -717,7 +717,7 @@ namespace part_fun {
     // interpolation routine
 
     template <typename T>
-    AMREX_GPU_HOST_DEVICE AMREX_INLINE
+    AMREX_GPU_DEVICE AMREX_INLINE
     void interpolate_pf(const amrex::Real t9, int idx,
                         const T& temp_array, const T& pf_array,
                         amrex::Real& logpf, amrex::Real& dlogpf_dT9) {
@@ -763,7 +763,7 @@ namespace part_fun {
         amrex::Array2D<amrex::Real, 1, NumSpecTotal, 1, 2, amrex::Order::C> data;
         int index_temp_array_1{-1};
 
-        AMREX_GPU_HOST_DEVICE AMREX_INLINE
+        AMREX_GPU_DEVICE AMREX_INLINE
         pf_cache_t() {
             // The entries will be default-initialized to -900,
             // log(partition_function) should never be -900.
@@ -779,7 +779,7 @@ namespace part_fun {
 // get the partition function for nucleus inuc.  Here pf_cache
 // should already contain the index into the temp / pf arrays
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function(const int inuc,
                             [[maybe_unused]] const amrex::Real T9,
                             const part_fun::pf_cache_t& pf_cache,
@@ -975,7 +975,7 @@ void get_partition_function(const int inuc,
 // index into the arrays. Uses tfactors instead of T9 as argument,
 // and returns pf and dpf_dT instead of logpf and dlogpf_dT9
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function(const int inuc,
                             [[maybe_unused]] const tf_t& tfactors,
                             amrex::Real& pf, amrex::Real& dpf_dT) {
@@ -995,7 +995,7 @@ void get_partition_function(const int inuc,
 }
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function_cached(const int inuc, const amrex::Real T9,
                                    part_fun::pf_cache_t& pf_cache,
                                    amrex::Real& logpf, amrex::Real& dlogpf_dT9) {
@@ -1013,7 +1013,7 @@ void get_partition_function_cached(const int inuc, const amrex::Real T9,
 
 
 template <int spec>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 constexpr amrex::Real get_spin_state() {
 
     static_assert(spec >= 1 && spec <= NumSpec);
@@ -1072,7 +1072,7 @@ constexpr amrex::Real get_spin_state() {
 
 // Legacy (non-templated) interface
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 amrex::Real get_spin_state (int spec) {
 
     amrex::Real s = -1.0_rt;
diff --git a/networks/he-burn/ase-iron/pynucastro-info.txt b/networks/he-burn/ase-iron/pynucastro-info.txt
index e055581de4..6256cf5f54 100644
--- a/networks/he-burn/ase-iron/pynucastro-info.txt
+++ b/networks/he-burn/ase-iron/pynucastro-info.txt
@@ -1 +1 @@
-pynucastro version: 2.9.0-28-gbcc09d414
+pynucastro version: 2.11.0-7-g6944c31a3
diff --git a/networks/he-burn/ase-iron/rate_type.H b/networks/he-burn/ase-iron/rate_type.H
new file mode 100644
index 0000000000..4819ade44e
--- /dev/null
+++ b/networks/he-burn/ase-iron/rate_type.H
@@ -0,0 +1,25 @@
+#ifndef NET_RATE_TYPE_H
+#define NET_RATE_TYPE_H
+
+#include <actual_network.H>
+
+struct rate_t {
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  screened_rates;
+#ifdef SCREENING
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  log_screen;
+#endif
+    amrex::Real enuc_weak;
+};
+
+struct rate_derivs_t {
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  screened_rates;
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  dscreened_rates_dT;
+#ifdef SCREENING
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  log_screen;
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  dlog_screen_dT;
+#endif
+    amrex::Real enuc_weak;
+};
+
+
+#endif
\ No newline at end of file
diff --git a/networks/he-burn/ase-iron/reaclib_rates.H b/networks/he-burn/ase-iron/reaclib_rates.H
index f991ab47c3..4bb3aeb91c 100644
--- a/networks/he-burn/ase-iron/reaclib_rates.H
+++ b/networks/he-burn/ase-iron/reaclib_rates.H
@@ -6,25 +6,14 @@
 
 #include <tfactors.H>
 #include <actual_network.H>
+#include <rate_type.H>
 
 using namespace Rates;
 using namespace Species;
 
-struct rate_t {
-    amrex::Array1D<amrex::Real, 1, NumRates>  screened_rates;
-    amrex::Real enuc_weak;
-};
-
-struct rate_derivs_t {
-    amrex::Array1D<amrex::Real, 1, NumRates>  screened_rates;
-    amrex::Array1D<amrex::Real, 1, NumRates>  dscreened_rates_dT;
-    amrex::Real enuc_weak;
-};
-
-
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + p --> N13
 
@@ -39,9 +28,13 @@ void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  17.1482 + -13.692 * tfactors.T913i + -0.230881 * tfactors.T913
                          + 4.44362 * tfactors.T9 + -3.15898 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -13.692 * tfactors.T943i + (1.0/3.0) * -0.230881 * tfactors.T923i
                                   + 4.44362 + (5.0/3.0) * -3.15898 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -56,9 +49,13 @@ void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  17.5428 + -3.77849 * tfactors.T9i + -5.10735 * tfactors.T913i + -2.24111 * tfactors.T913
                          + 0.148883 * tfactors.T9 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.77849 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -5.10735 * tfactors.T943i + (1.0/3.0) * -2.24111 * tfactors.T923i
                                   + 0.148883 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -72,8 +69,8 @@ void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + He4 --> O16
 
@@ -88,9 +85,13 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  254.634 + -1.84097 * tfactors.T9i + 103.411 * tfactors.T913i + -420.567 * tfactors.T913
                          + 64.0874 * tfactors.T9 + -12.4624 * tfactors.T953 + 137.303 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.84097 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 103.411 * tfactors.T943i + (1.0/3.0) * -420.567 * tfactors.T923i
                                   + 64.0874 + (5.0/3.0) * -12.4624 * tfactors.T923 + 137.303 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -105,9 +106,13 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  69.6526 + -1.39254 * tfactors.T9i + 58.9128 * tfactors.T913i + -148.273 * tfactors.T913
                          + 9.08324 * tfactors.T9 + -0.541041 * tfactors.T953 + 70.3554 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.39254 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 58.9128 * tfactors.T943i + (1.0/3.0) * -148.273 * tfactors.T923i
                                   + 9.08324 + (5.0/3.0) * -0.541041 * tfactors.T923 + 70.3554 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -121,8 +126,8 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + He4 --> Ne20
 
@@ -137,9 +142,13 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  3.88571 + -10.3585 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.3585 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -154,9 +163,13 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  23.903 + -39.7262 * tfactors.T913i + -0.210799 * tfactors.T913
                          + 0.442879 * tfactors.T9 + -0.0797753 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.7262 * tfactors.T943i + (1.0/3.0) * -0.210799 * tfactors.T923i
                                   + 0.442879 + (5.0/3.0) * -0.0797753 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -171,9 +184,13 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  9.50848 + -12.7643 * tfactors.T9i + -3.65925 * tfactors.T913
                          + 0.714224 * tfactors.T9 + -0.00107508 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.7643 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -3.65925 * tfactors.T923i
                                   + 0.714224 + (5.0/3.0) * -0.00107508 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -187,8 +204,8 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne20 + He4 --> Mg24
 
@@ -203,9 +220,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -8.79827 + -12.7809 * tfactors.T9i + 16.9229 * tfactors.T913
                          + -2.57325 * tfactors.T9 + 0.208997 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.7809 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 16.9229 * tfactors.T923i
                                   + -2.57325 + (5.0/3.0) * 0.208997 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -220,9 +241,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  1.98307 + -9.22026 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  9.22026 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -237,9 +262,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -38.7055 + -2.50605 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.50605 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -254,9 +283,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  24.5058 + -46.2525 * tfactors.T913i + 5.58901 * tfactors.T913
                          + 7.61843 * tfactors.T9 + -3.683 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -46.2525 * tfactors.T943i + (1.0/3.0) * 5.58901 * tfactors.T923i
                                   + 7.61843 + (5.0/3.0) * -3.683 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -270,8 +303,8 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na23 + p --> Mg24
 
@@ -286,9 +319,13 @@ void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  9.0594 + -3.28029 * tfactors.T9i + -0.360588 * tfactors.T913
                          + 1.4187 * tfactors.T9 + -0.184061 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.28029 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.360588 * tfactors.T923i
                                   + 1.4187 + (5.0/3.0) * -0.184061 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -303,9 +340,13 @@ void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -5.02585 + -1.61219 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.61219 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -320,9 +361,13 @@ void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  18.9075 + -20.6428 * tfactors.T913i + 1.52954 * tfactors.T913
                          + 2.7487 * tfactors.T9 + -1.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -20.6428 * tfactors.T943i + (1.0/3.0) * 1.52954 * tfactors.T923i
                                   + 2.7487 + (5.0/3.0) * -1.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -336,8 +381,8 @@ void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg24 + He4 --> Si28
 
@@ -352,9 +397,13 @@ void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  8.03977 + -15.629 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  15.629 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -369,9 +418,13 @@ void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -50.5494 + -12.8332 * tfactors.T9i + 21.3721 * tfactors.T913i + 37.7649 * tfactors.T913
                          + -4.10635 * tfactors.T9 + 0.249618 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.8332 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 21.3721 * tfactors.T943i + (1.0/3.0) * 37.7649 * tfactors.T923i
                                   + -4.10635 + (5.0/3.0) * 0.249618 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -385,8 +438,8 @@ void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al27 + p --> Si28
 
@@ -401,9 +454,13 @@ void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -13.6664 + -1.90396 * tfactors.T9i + 23.8634 * tfactors.T913
                          + -3.70135 * tfactors.T9 + 0.28964 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.90396 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 23.8634 * tfactors.T923i
                                   + -3.70135 + (5.0/3.0) * 0.28964 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -418,9 +475,13 @@ void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  86.0234 + -0.387313 * tfactors.T9i + -26.8327 * tfactors.T913i + -116.137 * tfactors.T913
                          + 0.00950567 * tfactors.T9 + 0.00999755 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.387313 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -26.8327 * tfactors.T943i + (1.0/3.0) * -116.137 * tfactors.T923i
                                   + 0.00950567 + (5.0/3.0) * 0.00999755 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -435,9 +496,13 @@ void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  21.1065 + -23.2205 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -23.2205 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -451,8 +516,8 @@ void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Si28_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Si28_to_S32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si28 + He4 --> S32
 
@@ -467,9 +532,13 @@ void rate_He4_Si28_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  47.9212 + -59.4896 * tfactors.T913i + 4.47205 * tfactors.T913
                          + -4.78989 * tfactors.T9 + 0.557201 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -59.4896 * tfactors.T943i + (1.0/3.0) * 4.47205 * tfactors.T923i
                                   + -4.78989 + (5.0/3.0) * 0.557201 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -483,8 +552,8 @@ void rate_He4_Si28_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P31 + p --> S32
 
@@ -499,9 +568,13 @@ void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  0.821556 + -3.77704 * tfactors.T9i + 8.09341 * tfactors.T913
                          + -0.615971 * tfactors.T9 + 0.031159 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.77704 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 8.09341 * tfactors.T923i
                                   + -0.615971 + (5.0/3.0) * 0.031159 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -516,9 +589,13 @@ void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  -2.66839 + -2.25958 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.25958 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -533,9 +610,13 @@ void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  19.2596 + -25.3278 * tfactors.T913i + 6.4931 * tfactors.T913
                          + -9.27513 * tfactors.T9 + -0.610439 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -25.3278 * tfactors.T943i + (1.0/3.0) * 6.4931 * tfactors.T923i
                                   + -9.27513 + (5.0/3.0) * -0.610439 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -549,8 +630,8 @@ void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cr48_to_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cr48_to_Fe52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr48 + He4 --> Fe52
 
@@ -565,9 +646,13 @@ void rate_He4_Cr48_to_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  65.1754 + -86.7459 * tfactors.T913i + -9.79373 * tfactors.T913
                          + -0.772169 * tfactors.T9 + 0.155883 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -86.7459 * tfactors.T943i + (1.0/3.0) * -9.79373 * tfactors.T923i
                                   + -0.772169 + (5.0/3.0) * 0.155883 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -581,8 +666,8 @@ void rate_He4_Cr48_to_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Mn51_to_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Mn51_to_Fe52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn51 + p --> Fe52
 
@@ -597,9 +682,13 @@ void rate_p_Mn51_to_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.2596 + -36.1825 * tfactors.T913i + 0.873042 * tfactors.T913
                          + -2.89731 * tfactors.T9 + 0.364394 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -36.1825 * tfactors.T943i + (1.0/3.0) * 0.873042 * tfactors.T923i
                                   + -2.89731 + (5.0/3.0) * 0.364394 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -613,8 +702,8 @@ void rate_p_Mn51_to_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mn51_to_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mn51_to_Co55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn51 + He4 --> Co55
 
@@ -629,9 +718,13 @@ void rate_He4_Mn51_to_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  65.9219 + -89.274 * tfactors.T913i + -10.4373 * tfactors.T913
                          + 1.00492 * tfactors.T9 + -0.125548 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -89.274 * tfactors.T943i + (1.0/3.0) * -10.4373 * tfactors.T923i
                                   + 1.00492 + (5.0/3.0) * -0.125548 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -645,8 +738,8 @@ void rate_He4_Mn51_to_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe52_to_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe52_to_Ni56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe52 + He4 --> Ni56
 
@@ -661,9 +754,13 @@ void rate_He4_Fe52_to_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  66.6417 + -91.6819 * tfactors.T913i + -9.51885 * tfactors.T913
                          + -0.533014 * tfactors.T9 + 0.0892607 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -91.6819 * tfactors.T943i + (1.0/3.0) * -9.51885 * tfactors.T923i
                                   + -0.533014 + (5.0/3.0) * 0.0892607 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -677,8 +774,8 @@ void rate_He4_Fe52_to_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Co55_to_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Co55_to_Ni56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co55 + p --> Ni56
 
@@ -693,9 +790,13 @@ void rate_p_Co55_to_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  37.3736 + -38.1053 * tfactors.T913i + -0.210947 * tfactors.T913
                          + -2.68377 * tfactors.T9 + 0.355814 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -38.1053 * tfactors.T943i + (1.0/3.0) * -0.210947 * tfactors.T923i
                                   + -2.68377 + (5.0/3.0) * 0.355814 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -709,8 +810,8 @@ void rate_p_Co55_to_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + C12 --> p + Na23
 
@@ -725,9 +826,13 @@ void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  60.9649 + -84.165 * tfactors.T913i + -1.4191 * tfactors.T913
                          + -0.114619 * tfactors.T9 + -0.070307 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -84.165 * tfactors.T943i + (1.0/3.0) * -1.4191 * tfactors.T923i
                                   + -0.114619 + (5.0/3.0) * -0.070307 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -741,8 +846,8 @@ void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + C12 --> He4 + Ne20
 
@@ -757,9 +862,13 @@ void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  61.2863 + -84.165 * tfactors.T913i + -1.56627 * tfactors.T913
                          + -0.0736084 * tfactors.T9 + -0.072797 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -84.165 * tfactors.T943i + (1.0/3.0) * -1.56627 * tfactors.T923i
                                   + -0.0736084 + (5.0/3.0) * -0.072797 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -773,8 +882,8 @@ void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, a
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N13 + He4 --> p + O16
 
@@ -789,9 +898,13 @@ void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  40.4644 + -35.829 * tfactors.T913i + -0.530275 * tfactors.T913
                          + -0.982462 * tfactors.T9 + 0.0808059 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -35.829 * tfactors.T943i + (1.0/3.0) * -0.530275 * tfactors.T923i
                                   + -0.982462 + (5.0/3.0) * 0.0808059 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -805,8 +918,8 @@ void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_O16_to_p_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_O16_to_p_Al27_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + C12 --> p + Al27
 
@@ -821,9 +934,13 @@ void rate_C12_O16_to_p_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  68.5253 + 0.205134 * tfactors.T9i + -119.242 * tfactors.T913i + 13.3667 * tfactors.T913
                          + 0.295425 * tfactors.T9 + -0.267288 * tfactors.T953 + -9.91729 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.205134 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -119.242 * tfactors.T943i + (1.0/3.0) * 13.3667 * tfactors.T923i
                                   + 0.295425 + (5.0/3.0) * -0.267288 * tfactors.T923 + -9.91729 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -837,8 +954,8 @@ void rate_C12_O16_to_p_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_O16_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_O16_to_He4_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + C12 --> He4 + Mg24
 
@@ -853,9 +970,13 @@ void rate_C12_O16_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  48.5341 + 0.37204 * tfactors.T9i + -133.413 * tfactors.T913i + 50.1572 * tfactors.T913
                          + -3.15987 * tfactors.T9 + 0.0178251 * tfactors.T953 + -23.7027 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.37204 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -133.413 * tfactors.T943i + (1.0/3.0) * 50.1572 * tfactors.T923i
                                   + -3.15987 + (5.0/3.0) * 0.0178251 * tfactors.T923 + -23.7027 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -869,8 +990,8 @@ void rate_C12_O16_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, a
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_O16_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O16_O16_to_p_P31_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + O16 --> p + P31
 
@@ -885,9 +1006,13 @@ void rate_O16_O16_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  85.2628 + 0.223453 * tfactors.T9i + -145.844 * tfactors.T913i + 8.72612 * tfactors.T913
                          + -0.554035 * tfactors.T9 + -0.137562 * tfactors.T953 + -6.88807 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.223453 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -145.844 * tfactors.T943i + (1.0/3.0) * 8.72612 * tfactors.T923i
                                   + -0.554035 + (5.0/3.0) * -0.137562 * tfactors.T923 + -6.88807 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -901,8 +1026,8 @@ void rate_O16_O16_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_O16_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O16_O16_to_He4_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + O16 --> He4 + Si28
 
@@ -917,9 +1042,13 @@ void rate_O16_O16_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  97.2435 + -0.268514 * tfactors.T9i + -119.324 * tfactors.T913i + -32.2497 * tfactors.T913
                          + 1.46214 * tfactors.T9 + -0.200893 * tfactors.T953 + 13.2148 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.268514 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -119.324 * tfactors.T943i + (1.0/3.0) * -32.2497 * tfactors.T923i
                                   + 1.46214 + (5.0/3.0) * -0.200893 * tfactors.T923 + 13.2148 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -933,8 +1062,8 @@ void rate_O16_O16_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, a
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na23 + p --> He4 + Ne20
 
@@ -949,9 +1078,13 @@ void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -6.58736 + -2.31577 * tfactors.T9i + 19.7297 * tfactors.T913
                          + -2.20987 * tfactors.T9 + 0.153374 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.31577 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 19.7297 * tfactors.T923i
                                   + -2.20987 + (5.0/3.0) * 0.153374 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -966,9 +1099,13 @@ void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  0.0178295 + -1.86103 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.86103 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -983,9 +1120,13 @@ void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  18.9756 + -20.0024 * tfactors.T913i + 11.5988 * tfactors.T913
                          + -1.37398 * tfactors.T9 + -1.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -20.0024 * tfactors.T943i + (1.0/3.0) * 11.5988 * tfactors.T923i
                                   + -1.37398 + (5.0/3.0) * -1.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -999,8 +1140,8 @@ void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al27 + p --> He4 + Mg24
 
@@ -1015,9 +1156,13 @@ void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -7.02789 + -4.2425 * tfactors.T9i + 18.0416 * tfactors.T913
                          + -1.54137 * tfactors.T9 + 0.0847506 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.2425 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 18.0416 * tfactors.T923i
                                   + -1.54137 + (5.0/3.0) * 0.0847506 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1032,9 +1177,13 @@ void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -26.8683 + -0.963012 * tfactors.T9i + 5.18642 * tfactors.T913i + -34.7936 * tfactors.T913
                          + 168.225 * tfactors.T9 + -115.825 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.963012 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 5.18642 * tfactors.T943i + (1.0/3.0) * -34.7936 * tfactors.T923i
                                   + 168.225 + (5.0/3.0) * -115.825 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1049,9 +1198,13 @@ void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  29.4576 + -26.4162 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -26.4162 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1065,8 +1218,8 @@ void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P31 + p --> He4 + Si28
 
@@ -1081,9 +1234,13 @@ void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -10.893 + -3.42575 * tfactors.T9i + 21.521 * tfactors.T913
                          + -1.90355 * tfactors.T9 + 0.092724 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.42575 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 21.521 * tfactors.T923i
                                   + -1.90355 + (5.0/3.0) * 0.092724 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1098,9 +1255,13 @@ void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -12.919 + -1.87716 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.87716 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1115,9 +1276,13 @@ void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  60.8829 + -31.932 * tfactors.T913i + -77.0334 * tfactors.T913
                          + -43.6847 * tfactors.T9 + -4.28955 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -31.932 * tfactors.T943i + (1.0/3.0) * -77.0334 * tfactors.T923i
                                   + -43.6847 + (5.0/3.0) * -4.28955 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1131,8 +1296,8 @@ void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cr48_to_p_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cr48_to_p_Mn51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr48 + He4 --> p + Mn51
 
@@ -1147,9 +1312,13 @@ void rate_He4_Cr48_to_p_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  59.2276 + -86.7459 * tfactors.T913i + 1.05653 * tfactors.T913
                          + -1.15757 * tfactors.T9 + 0.0877546 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -86.7459 * tfactors.T943i + (1.0/3.0) * 1.05653 * tfactors.T923i
                                   + -1.15757 + (5.0/3.0) * 0.0877546 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1163,8 +1332,8 @@ void rate_He4_Cr48_to_p_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe52_to_p_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe52_to_p_Co55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe52 + He4 --> p + Co55
 
@@ -1179,9 +1348,13 @@ void rate_He4_Fe52_to_p_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  62.2207 + -91.6819 * tfactors.T913i + -0.329235 * tfactors.T913
                          + -0.780924 * tfactors.T9 + 0.0425179 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -91.6819 * tfactors.T943i + (1.0/3.0) * -0.329235 * tfactors.T923i
                                   + -0.780924 + (5.0/3.0) * 0.0425179 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1195,8 +1368,8 @@ void rate_He4_Fe52_to_p_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // 3 He4 --> C12
 
@@ -1211,9 +1384,13 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -11.7884 + -1.02446 * tfactors.T9i + -23.57 * tfactors.T913i + 20.4886 * tfactors.T913
                          + -12.9882 * tfactors.T9 + -20.0 * tfactors.T953 + -2.16667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.02446 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -23.57 * tfactors.T943i + (1.0/3.0) * 20.4886 * tfactors.T923i
                                   + -12.9882 + (5.0/3.0) * -20.0 * tfactors.T923 + -2.16667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1228,9 +1405,13 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -0.971052 + -37.06 * tfactors.T913i + 29.3493 * tfactors.T913
                          + -115.507 * tfactors.T9 + -10.0 * tfactors.T953 + -1.33333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -37.06 * tfactors.T943i + (1.0/3.0) * 29.3493 * tfactors.T923i
                                   + -115.507 + (5.0/3.0) * -10.0 * tfactors.T923 + -1.33333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1245,9 +1426,13 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -24.3505 + -4.12656 * tfactors.T9i + -13.49 * tfactors.T913i + 21.4259 * tfactors.T913
                          + -1.34769 * tfactors.T9 + 0.0879816 * tfactors.T953 + -13.1653 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.12656 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -13.49 * tfactors.T943i + (1.0/3.0) * 21.4259 * tfactors.T923i
                                   + -1.34769 + (5.0/3.0) * 0.0879816 * tfactors.T923 + -13.1653 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1261,8 +1446,8 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_C12_to_n_Mg23_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_C12_to_n_Mg23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + C12 --> n + Mg23
 
@@ -1277,9 +1462,13 @@ void rate_C12_C12_to_n_Mg23_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -12.8056 + -30.1498 * tfactors.T9i + 11.4826 * tfactors.T913
                          + 1.82849 * tfactors.T9 + -0.34844 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  30.1498 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 11.4826 * tfactors.T923i
                                   + 1.82849 + (5.0/3.0) * -0.34844 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1293,8 +1482,8 @@ void rate_C12_C12_to_n_Mg23_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_O16_to_n_S31_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O16_O16_to_n_S31_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + O16 --> n + S31
 
@@ -1309,9 +1498,13 @@ void rate_O16_O16_to_n_S31_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  77.5491 + -0.373641 * tfactors.T9i + -120.83 * tfactors.T913i + -7.72334 * tfactors.T913
                          + -2.27939 * tfactors.T9 + 0.167655 * tfactors.T953 + 7.62001 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.373641 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -120.83 * tfactors.T943i + (1.0/3.0) * -7.72334 * tfactors.T923i
                                   + -2.27939 + (5.0/3.0) * 0.167655 * tfactors.T923 + 7.62001 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1325,8 +1518,8 @@ void rate_O16_O16_to_n_S31_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_O16_to_n_Si27_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_O16_to_n_Si27_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + C12 --> n + Si27
 
@@ -1341,9 +1534,13 @@ void rate_C12_O16_to_n_Si27_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -132.213 + -1.46479 * tfactors.T9i + -293.089 * tfactors.T913i + 414.404 * tfactors.T913
                          + -28.0562 * tfactors.T9 + 1.61807 * tfactors.T953 + -178.28 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.46479 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -293.089 * tfactors.T943i + (1.0/3.0) * 414.404 * tfactors.T923i
                                   + -28.0562 + (5.0/3.0) * 1.61807 * tfactors.T923 + -178.28 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1357,8 +1554,8 @@ void rate_C12_O16_to_n_Si27_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Fe54_to_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Fe54_to_Co55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe54 + p --> Co55
 
@@ -1373,9 +1570,13 @@ void rate_p_Fe54_to_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.2304 + -37.1544 * tfactors.T913i + 0.950364 * tfactors.T913
                          + -1.77529 * tfactors.T9 + 0.198562 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -37.1544 * tfactors.T943i + (1.0/3.0) * 0.950364 * tfactors.T923i
                                   + -1.77529 + (5.0/3.0) * 0.198562 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1389,8 +1590,8 @@ void rate_p_Fe54_to_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe54_to_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe54_to_Ni58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe54 + He4 --> Ni58
 
@@ -1405,9 +1606,13 @@ void rate_He4_Fe54_to_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  60.2478 + -91.7628 * tfactors.T913i + 4.23027 * tfactors.T913
                          + -3.31305 * tfactors.T9 + 0.271293 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -91.7628 * tfactors.T943i + (1.0/3.0) * 4.23027 * tfactors.T923i
                                   + -3.31305 + (5.0/3.0) * 0.271293 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1421,8 +1626,8 @@ void rate_He4_Fe54_to_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Fe56_to_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Fe56_to_Co57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe56 + p --> Co57
 
@@ -1437,9 +1642,13 @@ void rate_p_Fe56_to_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.0665 + -37.1625 * tfactors.T913i + 1.06776 * tfactors.T913
                          + -1.31689 * tfactors.T9 + 0.122089 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -37.1625 * tfactors.T943i + (1.0/3.0) * 1.06776 * tfactors.T923i
                                   + -1.31689 + (5.0/3.0) * 0.122089 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1453,8 +1662,8 @@ void rate_p_Fe56_to_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Co55_to_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Co55_to_Co56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co55 + n --> Co56
 
@@ -1469,9 +1678,13 @@ void rate_n_Co55_to_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  17.065 + -1.86357 * tfactors.T913
                          + 0.616591 * tfactors.T9 + -0.0839313 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.86357 * tfactors.T923i
                                   + 0.616591 + (5.0/3.0) * -0.0839313 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1485,8 +1698,8 @@ void rate_n_Co55_to_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Co56_to_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Co56_to_Co57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co56 + n --> Co57
 
@@ -1501,9 +1714,13 @@ void rate_n_Co56_to_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  17.3552 + -1.37855 * tfactors.T913
                          + 0.299896 * tfactors.T9 + -0.04382 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.37855 * tfactors.T923i
                                   + 0.299896 + (5.0/3.0) * -0.04382 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1517,8 +1734,8 @@ void rate_n_Co56_to_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Co57_to_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Co57_to_Ni58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co57 + p --> Ni58
 
@@ -1533,9 +1750,13 @@ void rate_p_Co57_to_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.0159 + -38.1133 * tfactors.T913i + 1.77414 * tfactors.T913
                          + -1.48268 * tfactors.T9 + 0.121073 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -38.1133 * tfactors.T943i + (1.0/3.0) * 1.77414 * tfactors.T923i
                                   + -1.48268 + (5.0/3.0) * 0.121073 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1549,8 +1770,8 @@ void rate_p_Co57_to_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mn51_to_p_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mn51_to_p_Fe54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn51 + He4 --> p + Fe54
 
@@ -1565,9 +1786,13 @@ void rate_He4_Mn51_to_p_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  62.2777 + -89.274 * tfactors.T913i + -0.862452 * tfactors.T913
                          + -0.635672 * tfactors.T9 + 0.0196464 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -89.274 * tfactors.T943i + (1.0/3.0) * -0.862452 * tfactors.T923i
                                   + -0.635672 + (5.0/3.0) * 0.0196464 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1581,8 +1806,8 @@ void rate_He4_Mn51_to_p_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Co55_to_p_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Co55_to_p_Ni58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co55 + He4 --> p + Ni58
 
@@ -1597,9 +1822,13 @@ void rate_He4_Co55_to_p_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  60.2281 + -94.1404 * tfactors.T913i + 3.39179 * tfactors.T913
                          + -1.71062 * tfactors.T9 + 0.133003 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -94.1404 * tfactors.T943i + (1.0/3.0) * 3.39179 * tfactors.T923i
                                   + -1.71062 + (5.0/3.0) * 0.133003 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1613,8 +1842,8 @@ void rate_He4_Co55_to_p_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Co56_to_p_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Co56_to_p_Fe56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co56 + n --> p + Fe56
 
@@ -1629,9 +1858,13 @@ void rate_n_Co56_to_p_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.4539 + -1.13331 * tfactors.T913
                          + 0.347185 * tfactors.T9 + -0.0328879 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.13331 * tfactors.T923i
                                   + 0.347185 + (5.0/3.0) * -0.0328879 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1645,8 +1878,8 @@ void rate_n_Co56_to_p_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Co57_to_He4_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Co57_to_He4_Fe54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co57 + p --> He4 + Fe54
 
@@ -1661,9 +1894,13 @@ void rate_p_Co57_to_He4_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -2.1962 + -38.1133 * tfactors.T913i + 29.3541 * tfactors.T913
                          + -4.75966 * tfactors.T9 + 0.40418 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -38.1133 * tfactors.T943i + (1.0/3.0) * 29.3541 * tfactors.T923i
                                   + -4.75966 + (5.0/3.0) * 0.40418 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1677,8 +1914,8 @@ void rate_p_Co57_to_He4_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ni56_to_p_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ni56_to_p_Co56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni56 + n --> p + Co56
 
@@ -1693,9 +1930,13 @@ void rate_n_Ni56_to_p_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  15.5693 + 1.76846 * tfactors.T913
                          + 0.197992 * tfactors.T9 + -0.017494 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 1.76846 * tfactors.T923i
                                   + 0.197992 + (5.0/3.0) * -0.017494 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1709,8 +1950,8 @@ void rate_n_Ni56_to_p_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_S32_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_S32_to_Ar36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S32 + He4 --> Ar36
 
@@ -1725,9 +1966,13 @@ void rate_He4_S32_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  48.901 + -65.3709 * tfactors.T913i + 5.68294 * tfactors.T913
                          + -5.00388 * tfactors.T9 + 0.571407 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -65.3709 * tfactors.T943i + (1.0/3.0) * 5.68294 * tfactors.T923i
                                   + -5.00388 + (5.0/3.0) * 0.571407 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1741,8 +1986,8 @@ void rate_He4_S32_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cl35_to_Ar36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl35 + p --> Ar36
 
@@ -1757,9 +2002,13 @@ void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -42.5249 + -0.564651 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.564651 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1774,9 +2023,13 @@ void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  35.6868 + -27.8971 * tfactors.T913i + -16.2304 * tfactors.T913
                          + 35.255 * tfactors.T9 + -25.8411 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -27.8971 * tfactors.T943i + (1.0/3.0) * -16.2304 * tfactors.T923i
                                   + 35.255 + (5.0/3.0) * -25.8411 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1791,9 +2044,13 @@ void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -7.84699 + -3.65092 * tfactors.T9i + 18.0179 * tfactors.T913
                          + -2.86304 * tfactors.T9 + 0.250854 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.65092 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 18.0179 * tfactors.T923i
                                   + -2.86304 + (5.0/3.0) * 0.250854 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1808,9 +2065,13 @@ void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -9.03294 + -2.00996 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.00996 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1824,8 +2085,8 @@ void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cl35_to_He4_S32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl35 + p --> He4 + S32
 
@@ -1840,9 +2101,13 @@ void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -1.01202 + -3.93495 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.93495 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1857,9 +2122,13 @@ void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -57.5294 + -0.532931 * tfactors.T9i + 25.5338 * tfactors.T913
                          + 6.45824 * tfactors.T9 + -0.950294 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.532931 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 25.5338 * tfactors.T923i
                                   + 6.45824 + (5.0/3.0) * -0.950294 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1874,9 +2143,13 @@ void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  32.12 + -30.9147 * tfactors.T913i + -1.2345 * tfactors.T913
                          + 22.5118 * tfactors.T9 + -33.0589 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -30.9147 * tfactors.T943i + (1.0/3.0) * -1.2345 * tfactors.T923i
                                   + 22.5118 + (5.0/3.0) * -33.0589 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1891,9 +2164,13 @@ void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  2.29121 + -6.00976 * tfactors.T9i + 5.33756 * tfactors.T913
                          + 1.64418 * tfactors.T9 + -0.246167 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.00976 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 5.33756 * tfactors.T923i
                                   + 1.64418 + (5.0/3.0) * -0.246167 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1907,8 +2184,8 @@ void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ar36_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ar36_to_Ca40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar36 + He4 --> Ca40
 
@@ -1923,9 +2200,13 @@ void rate_He4_Ar36_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  52.3486 + -71.0046 * tfactors.T913i + 4.0656 * tfactors.T913
                          + -5.26509 * tfactors.T9 + 0.683546 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -71.0046 * tfactors.T943i + (1.0/3.0) * 4.0656 * tfactors.T923i
                                   + -5.26509 + (5.0/3.0) * 0.683546 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1939,8 +2220,8 @@ void rate_He4_Ar36_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_K39_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_K39_to_Ca40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K39 + p --> Ca40
 
@@ -1955,9 +2236,13 @@ void rate_p_K39_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  2761.38 + -5.22234 * tfactors.T9i + 802.18 * tfactors.T913i + -4010.27 * tfactors.T913
                          + 1136.19 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.22234 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 802.18 * tfactors.T943i + (1.0/3.0) * -4010.27 * tfactors.T923i
                                   + 1136.19 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1972,9 +2257,13 @@ void rate_p_K39_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  588.099 + -12.5647 * tfactors.T9i + 641.844 * tfactors.T913i + -1248.49 * tfactors.T913
                          + 564.926 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.5647 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 641.844 * tfactors.T943i + (1.0/3.0) * -1248.49 * tfactors.T923i
                                   + 564.926 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1989,9 +2278,13 @@ void rate_p_K39_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  102.252 + -1.66508 * tfactors.T9i + 41.1723 * tfactors.T913i + -149.299 * tfactors.T913
                          + 10.5229 * tfactors.T9 + -0.68208 * tfactors.T953 + 59.2367 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.66508 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 41.1723 * tfactors.T943i + (1.0/3.0) * -149.299 * tfactors.T923i
                                   + 10.5229 + (5.0/3.0) * -0.68208 * tfactors.T923 + 59.2367 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2005,8 +2298,8 @@ void rate_p_K39_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_K39_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_K39_to_He4_Ar36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K39 + p --> He4 + Ar36
 
@@ -2021,9 +2314,13 @@ void rate_p_K39_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  20.5166 + -30.0732 * tfactors.T913i + 7.03263 * tfactors.T913
                          + -1.10085 * tfactors.T9 + 0.133768 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -30.0732 * tfactors.T943i + (1.0/3.0) * 7.03263 * tfactors.T923i
                                   + -1.10085 + (5.0/3.0) * 0.133768 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2037,8 +2334,8 @@ void rate_p_K39_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ca40_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ca40_to_Ti44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca40 + He4 --> Ti44
 
@@ -2053,9 +2350,13 @@ void rate_He4_Ca40_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  53.75 + -76.4273 * tfactors.T913i + 3.87451 * tfactors.T913
                          + -3.61477 * tfactors.T9 + 0.367451 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -76.4273 * tfactors.T943i + (1.0/3.0) * 3.87451 * tfactors.T923i
                                   + -3.61477 + (5.0/3.0) * 0.367451 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2069,8 +2370,8 @@ void rate_He4_Ca40_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Sc43_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Sc43_to_Ti44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc43 + p --> Ti44
 
@@ -2085,9 +2386,13 @@ void rate_p_Sc43_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.8432 + -32.1734 * tfactors.T913i + -1.77078 * tfactors.T913
                          + -2.21706 * tfactors.T9 + 0.298499 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -32.1734 * tfactors.T943i + (1.0/3.0) * -1.77078 * tfactors.T923i
                                   + -2.21706 + (5.0/3.0) * 0.298499 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2101,8 +2406,8 @@ void rate_p_Sc43_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Sc43_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Sc43_to_He4_Ca40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc43 + p --> He4 + Ca40
 
@@ -2117,9 +2422,13 @@ void rate_p_Sc43_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  34.8559 + -32.1734 * tfactors.T913i + 0.0296879 * tfactors.T913
                          + -0.95232 * tfactors.T9 + 0.129022 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -32.1734 * tfactors.T943i + (1.0/3.0) * 0.0296879 * tfactors.T923i
                                   + -0.95232 + (5.0/3.0) * 0.129022 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2133,8 +2442,8 @@ void rate_p_Sc43_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ti44_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ti44_to_Cr48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti44 + He4 --> Cr48
 
@@ -2149,9 +2458,13 @@ void rate_He4_Ti44_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  64.7958 + -81.667 * tfactors.T913i + -10.6333 * tfactors.T913
                          + -0.672613 * tfactors.T9 + 0.161209 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -81.667 * tfactors.T943i + (1.0/3.0) * -10.6333 * tfactors.T923i
                                   + -0.672613 + (5.0/3.0) * 0.161209 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2165,8 +2478,8 @@ void rate_He4_Ti44_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ti44_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ti44_to_p_V47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti44 + He4 --> p + V47
 
@@ -2181,9 +2494,13 @@ void rate_He4_Ti44_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -76.5154 + -10.7931 * tfactors.T9i + 70.2835 * tfactors.T913
                          + -7.99061 * tfactors.T9 + 0.486213 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.7931 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 70.2835 * tfactors.T923i
                                   + -7.99061 + (5.0/3.0) * 0.486213 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2197,8 +2514,8 @@ void rate_He4_Ti44_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_V47_to_Cr48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V47 + p --> Cr48
 
@@ -2213,9 +2530,13 @@ void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  42.6798 + -6.0593 * tfactors.T9i + -34.0548 * tfactors.T913i + -3.41973 * tfactors.T913
                          + 1.16501 * tfactors.T9 + -0.105543 * tfactors.T953 + -7.70886 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.0593 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -34.0548 * tfactors.T943i + (1.0/3.0) * -3.41973 * tfactors.T923i
                                   + 1.16501 + (5.0/3.0) * -0.105543 * tfactors.T923 + -7.70886 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2230,9 +2551,13 @@ void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  511.463 + -5.29491 * tfactors.T9i + 317.171 * tfactors.T913i + -911.679 * tfactors.T913
                          + 94.4245 * tfactors.T9 + -10.1973 * tfactors.T953 + 330.727 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.29491 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 317.171 * tfactors.T943i + (1.0/3.0) * -911.679 * tfactors.T923i
                                   + 94.4245 + (5.0/3.0) * -10.1973 * tfactors.T923 + 330.727 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2247,9 +2572,13 @@ void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  23.8315 + 0.246665 * tfactors.T9i + -45.9868 * tfactors.T913i + 13.6822 * tfactors.T913
                          + -0.376902 * tfactors.T9 + -0.0194875 * tfactors.T953 + -8.42325 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.246665 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -45.9868 * tfactors.T943i + (1.0/3.0) * 13.6822 * tfactors.T923i
                                   + -0.376902 + (5.0/3.0) * -0.0194875 * tfactors.T923 + -8.42325 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2264,9 +2593,13 @@ void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  40.5626 + -0.514414 * tfactors.T9i + -110.655 * tfactors.T913i + 83.0232 * tfactors.T913
                          + -19.7762 * tfactors.T9 + 3.03961 * tfactors.T953 + -49.4742 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.514414 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -110.655 * tfactors.T943i + (1.0/3.0) * 83.0232 * tfactors.T923i
                                   + -19.7762 + (5.0/3.0) * 3.03961 * tfactors.T923 + -49.4742 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2280,8 +2613,8 @@ void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Fe52_to_Fe53_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Fe52_to_Fe53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe52 + n --> Fe53
 
@@ -2296,9 +2629,13 @@ void rate_n_Fe52_to_Fe53_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  15.8885 + -0.344319 * tfactors.T913
                          + 0.178277 * tfactors.T9 + -0.0334326 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.344319 * tfactors.T923i
                                   + 0.178277 + (5.0/3.0) * -0.0334326 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2312,8 +2649,8 @@ void rate_n_Fe52_to_Fe53_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Fe53_to_Fe54_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Fe53_to_Fe54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe53 + n --> Fe54
 
@@ -2328,9 +2665,13 @@ void rate_n_Fe53_to_Fe54_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  16.4534 + -1.10421 * tfactors.T913
                          + 0.379905 * tfactors.T9 + -0.0581878 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.10421 * tfactors.T923i
                                   + 0.379905 + (5.0/3.0) * -0.0581878 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2344,8 +2685,8 @@ void rate_n_Fe53_to_Fe54_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Fe54_to_Fe55_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Fe54_to_Fe55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe54 + n --> Fe55
 
@@ -2360,9 +2701,13 @@ void rate_n_Fe54_to_Fe55_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -0.80864 + 0.0591716 * tfactors.T9i + -8.66617 * tfactors.T913i + 26.4472 * tfactors.T913
                          + -1.9222 * tfactors.T9 + 0.0986404 * tfactors.T953 + -9.78317 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.0591716 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -8.66617 * tfactors.T943i + (1.0/3.0) * 26.4472 * tfactors.T923i
                                   + -1.9222 + (5.0/3.0) * 0.0986404 * tfactors.T923 + -9.78317 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2376,8 +2721,8 @@ void rate_n_Fe54_to_Fe55_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Fe55_to_Fe56_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Fe55_to_Fe56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe55 + n --> Fe56
 
@@ -2392,9 +2737,13 @@ void rate_n_Fe55_to_Fe56_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  21.7202 + -0.0955677 * tfactors.T9i + 8.06062 * tfactors.T913i + -14.4809 * tfactors.T913
                          + 0.94252 * tfactors.T9 + -0.0776007 * tfactors.T953 + 6.47093 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.0955677 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 8.06062 * tfactors.T943i + (1.0/3.0) * -14.4809 * tfactors.T923i
                                   + 0.94252 + (5.0/3.0) * -0.0776007 * tfactors.T923 + 6.47093 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2408,8 +2757,8 @@ void rate_n_Fe55_to_Fe56_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ni56_to_Ni57_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ni56_to_Ni57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni56 + n --> Ni57
 
@@ -2424,9 +2773,13 @@ void rate_n_Ni56_to_Ni57_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  16.0765 + -1.19665 * tfactors.T913
                          + 0.507179 * tfactors.T9 + -0.074604 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.19665 * tfactors.T923i
                                   + 0.507179 + (5.0/3.0) * -0.074604 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2440,8 +2793,8 @@ void rate_n_Ni56_to_Ni57_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ni57_to_Ni58_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ni57_to_Ni58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni57 + n --> Ni58
 
@@ -2456,9 +2809,13 @@ void rate_n_Ni57_to_Ni58_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  17.2731 + -1.90814 * tfactors.T913
                          + 0.493188 * tfactors.T9 + -0.0684633 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.90814 * tfactors.T923i
                                   + 0.493188 + (5.0/3.0) * -0.0684633 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2471,775 +2828,1019 @@ void rate_n_Ni57_to_Ni58_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 
 }
 
-template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_C12_to_Mg24_modified(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    // C12 + C12 --> Mg24 (calls the underlying rate)
-
-    rate_C12_C12_to_n_Mg23_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-}
-
-template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_O16_to_S32_modified(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    // O16 + O16 --> S32 (calls the underlying rate)
-
-    rate_O16_O16_to_n_S31_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-}
-
-template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_O16_to_Si28_modified(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    // O16 + C12 --> Si28 (calls the underlying rate)
-
-    rate_C12_O16_to_n_Si27_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-}
-
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_S32_He4_to_Ar36_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ag = rate_eval.screened_rates(k_He4_S32_to_Ar36_removed);
-    amrex::Real r_ap = rate_eval.screened_rates(k_He4_S32_to_p_Cl35_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Cl35_to_Ar36_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Cl35_to_He4_S32_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ag + r_ap * r_pg * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_removed);
-        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_removed);
-        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ar36_to_S32_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ga = rate_eval.screened_rates(k_Ar36_to_He4_S32_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Cl35_to_He4_S32_removed);
-    amrex::Real r_gp = rate_eval.screened_rates(k_Ar36_to_p_Cl35_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Cl35_to_Ar36_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ga + r_gp * r_pa * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ar36_to_He4_S32_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_removed);
-        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ar36_to_p_Cl35_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_removed);
-        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ar36_He4_to_Ca40_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ar36_to_Ca40_removed);
-    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ar36_to_p_K39_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_K39_to_Ca40_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_K39_to_He4_Ar36_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ag + r_ap * r_pg * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_removed);
-        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_removed);
-        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca40_to_Ar36_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ga = rate_eval.screened_rates(k_Ca40_to_He4_Ar36_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_K39_to_He4_Ar36_removed);
-    amrex::Real r_gp = rate_eval.screened_rates(k_Ca40_to_p_K39_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_K39_to_Ca40_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ga + r_gp * r_pa * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ca40_to_He4_Ar36_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_removed);
-        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ca40_to_p_K39_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_removed);
-        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca40_He4_to_Ti44_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ca40_to_Ti44_removed);
-    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Sc43_to_Ti44_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ag + r_ap * r_pg * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_removed);
-        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_removed);
-        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti44_to_Ca40_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ga = rate_eval.screened_rates(k_Ti44_to_He4_Ca40_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_removed);
-    amrex::Real r_gp = rate_eval.screened_rates(k_Ti44_to_p_Sc43_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Sc43_to_Ti44_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ga + r_gp * r_pa * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ti44_to_He4_Ca40_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_removed);
-        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ti44_to_p_Sc43_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_removed);
-        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti44_He4_to_Cr48_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ti44_to_Cr48_removed);
-    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ti44_to_p_V47_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_V47_to_Cr48_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_V47_to_He4_Ti44_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ag + r_ap * r_pg * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_removed);
-        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_removed);
-        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr48_to_Ti44_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ga = rate_eval.screened_rates(k_Cr48_to_He4_Ti44_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_V47_to_He4_Ti44_removed);
-    amrex::Real r_gp = rate_eval.screened_rates(k_Cr48_to_p_V47_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_V47_to_Cr48_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ga + r_gp * r_pa * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Cr48_to_He4_Ti44_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_removed);
-        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Cr48_to_p_V47_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_removed);
-        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe52_n_n_to_Fe54_approx(const T& rate_eval, const amrex::Real rho, const amrex::Array1D<amrex::Real, 1, NumSpec>& Y, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real Yn = Y(N);
-    amrex::Real r1_ng = rate_eval.screened_rates(k_n_Fe52_to_Fe53_removed);
-    amrex::Real r2_ng = rate_eval.screened_rates(k_n_Fe53_to_Fe54_removed);
-    amrex::Real r1_gn = rate_eval.screened_rates(k_Fe53_to_n_Fe52_removed);
-    amrex::Real dd = 1.0_rt / (rho * Yn * r2_ng + r1_gn);
-    rate = r1_ng * r2_ng * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real dr1dT_ng = rate_eval.dscreened_rates_dT(k_n_Fe52_to_Fe53_removed);
-        amrex::Real dr2dT_ng = rate_eval.dscreened_rates_dT(k_n_Fe53_to_Fe54_removed);
-        amrex::Real dr1dT_gn = rate_eval.dscreened_rates_dT(k_Fe53_to_n_Fe52_removed);
-        drate_dT = dr1dT_ng * r2_ng * dd + r1_ng * dr2dT_ng * dd - r1_ng * r2_ng * dd * dd * (rho * Yn * dr2dT_ng + dr1dT_gn);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe54_to_Fe52_n_n_approx(const T& rate_eval, const amrex::Real rho, const amrex::Array1D<amrex::Real, 1, NumSpec>& Y, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real Yn = Y(N);
-    amrex::Real r1_gn = rate_eval.screened_rates(k_Fe53_to_n_Fe52_removed);
-    amrex::Real r2_gn = rate_eval.screened_rates(k_Fe54_to_n_Fe53_removed);
-    amrex::Real r2_ng = rate_eval.screened_rates(k_n_Fe53_to_Fe54_removed);
-    amrex::Real dd = 1.0_rt / (rho * Yn * r2_ng + r1_gn);
-    rate = r1_gn * r2_gn * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real dr1dT_gn = rate_eval.dscreened_rates_dT(k_Fe53_to_n_Fe52_removed);
-        amrex::Real dr2dT_gn = rate_eval.dscreened_rates_dT(k_Fe54_to_n_Fe53_removed);
-        amrex::Real dr2dT_ng = rate_eval.dscreened_rates_dT(k_n_Fe53_to_Fe54_removed);
-        drate_dT = dr1dT_gn * r2_gn * dd + r1_gn * dr2dT_gn * dd - r1_gn * r2_gn * dd * dd * (rho * Yn * dr2dT_ng + dr1dT_gn);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe54_n_n_to_Fe56_approx(const T& rate_eval, const amrex::Real rho, const amrex::Array1D<amrex::Real, 1, NumSpec>& Y, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real Yn = Y(N);
-    amrex::Real r1_ng = rate_eval.screened_rates(k_n_Fe54_to_Fe55_removed);
-    amrex::Real r2_ng = rate_eval.screened_rates(k_n_Fe55_to_Fe56_removed);
-    amrex::Real r1_gn = rate_eval.screened_rates(k_Fe55_to_n_Fe54_removed);
-    amrex::Real dd = 1.0_rt / (rho * Yn * r2_ng + r1_gn);
-    rate = r1_ng * r2_ng * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real dr1dT_ng = rate_eval.dscreened_rates_dT(k_n_Fe54_to_Fe55_removed);
-        amrex::Real dr2dT_ng = rate_eval.dscreened_rates_dT(k_n_Fe55_to_Fe56_removed);
-        amrex::Real dr1dT_gn = rate_eval.dscreened_rates_dT(k_Fe55_to_n_Fe54_removed);
-        drate_dT = dr1dT_ng * r2_ng * dd + r1_ng * dr2dT_ng * dd - r1_ng * r2_ng * dd * dd * (rho * Yn * dr2dT_ng + dr1dT_gn);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe56_to_Fe54_n_n_approx(const T& rate_eval, const amrex::Real rho, const amrex::Array1D<amrex::Real, 1, NumSpec>& Y, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real Yn = Y(N);
-    amrex::Real r1_gn = rate_eval.screened_rates(k_Fe55_to_n_Fe54_removed);
-    amrex::Real r2_gn = rate_eval.screened_rates(k_Fe56_to_n_Fe55_removed);
-    amrex::Real r2_ng = rate_eval.screened_rates(k_n_Fe55_to_Fe56_removed);
-    amrex::Real dd = 1.0_rt / (rho * Yn * r2_ng + r1_gn);
-    rate = r1_gn * r2_gn * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real dr1dT_gn = rate_eval.dscreened_rates_dT(k_Fe55_to_n_Fe54_removed);
-        amrex::Real dr2dT_gn = rate_eval.dscreened_rates_dT(k_Fe56_to_n_Fe55_removed);
-        amrex::Real dr2dT_ng = rate_eval.dscreened_rates_dT(k_n_Fe55_to_Fe56_removed);
-        drate_dT = dr1dT_gn * r2_gn * dd + r1_gn * dr2dT_gn * dd - r1_gn * r2_gn * dd * dd * (rho * Yn * dr2dT_ng + dr1dT_gn);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni56_n_n_to_Ni58_approx(const T& rate_eval, const amrex::Real rho, const amrex::Array1D<amrex::Real, 1, NumSpec>& Y, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real Yn = Y(N);
-    amrex::Real r1_ng = rate_eval.screened_rates(k_n_Ni56_to_Ni57_removed);
-    amrex::Real r2_ng = rate_eval.screened_rates(k_n_Ni57_to_Ni58_removed);
-    amrex::Real r1_gn = rate_eval.screened_rates(k_Ni57_to_n_Ni56_removed);
-    amrex::Real dd = 1.0_rt / (rho * Yn * r2_ng + r1_gn);
-    rate = r1_ng * r2_ng * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real dr1dT_ng = rate_eval.dscreened_rates_dT(k_n_Ni56_to_Ni57_removed);
-        amrex::Real dr2dT_ng = rate_eval.dscreened_rates_dT(k_n_Ni57_to_Ni58_removed);
-        amrex::Real dr1dT_gn = rate_eval.dscreened_rates_dT(k_Ni57_to_n_Ni56_removed);
-        drate_dT = dr1dT_ng * r2_ng * dd + r1_ng * dr2dT_ng * dd - r1_ng * r2_ng * dd * dd * (rho * Yn * dr2dT_ng + dr1dT_gn);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni58_to_Ni56_n_n_approx(const T& rate_eval, const amrex::Real rho, const amrex::Array1D<amrex::Real, 1, NumSpec>& Y, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real Yn = Y(N);
-    amrex::Real r1_gn = rate_eval.screened_rates(k_Ni57_to_n_Ni56_removed);
-    amrex::Real r2_gn = rate_eval.screened_rates(k_Ni58_to_n_Ni57_removed);
-    amrex::Real r2_ng = rate_eval.screened_rates(k_n_Ni57_to_Ni58_removed);
-    amrex::Real dd = 1.0_rt / (rho * Yn * r2_ng + r1_gn);
-    rate = r1_gn * r2_gn * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real dr1dT_gn = rate_eval.dscreened_rates_dT(k_Ni57_to_n_Ni56_removed);
-        amrex::Real dr2dT_gn = rate_eval.dscreened_rates_dT(k_Ni58_to_n_Ni57_removed);
-        amrex::Real dr2dT_ng = rate_eval.dscreened_rates_dT(k_n_Ni57_to_Ni58_removed);
-        drate_dT = dr1dT_gn * r2_gn * dd + r1_gn * dr2dT_gn * dd - r1_gn * r2_gn * dd * dd * (rho * Yn * dr2dT_ng + dr1dT_gn);
-    }
-}
-
 
 template <int do_T_derivatives, typename T>
 AMREX_GPU_HOST_DEVICE AMREX_INLINE
 void
-fill_reaclib_rates(const tf_t& tfactors, T& rate_eval)
+fill_reaclib_rates([[maybe_unused]] const tf_t& tfactors,
+                   [[maybe_unused]] T& rate_eval)
 {
 
-    amrex::Real rate;
-    amrex::Real drate_dT;
-
-    rate_p_C12_to_N13_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_C12_to_N13_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib) = drate_dT;
-
-    }
-    rate_He4_C12_to_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = drate_dT;
-
-    }
-    rate_He4_O16_to_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ne20_to_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib) = drate_dT;
-
-    }
-    rate_p_Na23_to_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Na23_to_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_Mg24_reaclib) = drate_dT;
-
-    }
-    rate_He4_Mg24_to_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Mg24_to_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_Si28_reaclib) = drate_dT;
-
-    }
-    rate_p_Al27_to_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Al27_to_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_Si28_reaclib) = drate_dT;
-
-    }
-    rate_He4_Si28_to_S32_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Si28_to_S32_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_S32_reaclib) = drate_dT;
-
-    }
-    rate_p_P31_to_S32_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_P31_to_S32_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_P31_to_S32_reaclib) = drate_dT;
-
-    }
-    rate_He4_Cr48_to_Fe52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cr48_to_Fe52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cr48_to_Fe52_reaclib) = drate_dT;
-
-    }
-    rate_p_Mn51_to_Fe52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Mn51_to_Fe52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_reaclib) = drate_dT;
-
-    }
-    rate_He4_Mn51_to_Co55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Mn51_to_Co55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mn51_to_Co55_reaclib) = drate_dT;
-
-    }
-    rate_He4_Fe52_to_Ni56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Fe52_to_Ni56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_reaclib) = drate_dT;
-
-    }
-    rate_p_Co55_to_Ni56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Co55_to_Ni56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_reaclib) = drate_dT;
-
-    }
-    rate_C12_C12_to_p_Na23_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib) = drate_dT;
-
-    }
-    rate_C12_C12_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib) = drate_dT;
-
-    }
-    rate_He4_N13_to_p_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib) = drate_dT;
-
-    }
-    rate_C12_O16_to_p_Al27_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_O16_to_p_Al27_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_p_Al27_reaclib) = drate_dT;
-
-    }
-    rate_C12_O16_to_He4_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_O16_to_He4_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_He4_Mg24_reaclib) = drate_dT;
-
-    }
-    rate_O16_O16_to_p_P31_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O16_O16_to_p_P31_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_p_P31_reaclib) = drate_dT;
-
-    }
-    rate_O16_O16_to_He4_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O16_O16_to_He4_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_He4_Si28_reaclib) = drate_dT;
-
-    }
-    rate_p_Na23_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Na23_to_He4_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_He4_Ne20_reaclib) = drate_dT;
-
-    }
-    rate_p_Al27_to_He4_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Al27_to_He4_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_He4_Mg24_reaclib) = drate_dT;
-
-    }
-    rate_p_P31_to_He4_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_P31_to_He4_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_P31_to_He4_Si28_reaclib) = drate_dT;
-
-    }
-    rate_He4_Cr48_to_p_Mn51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cr48_to_p_Mn51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cr48_to_p_Mn51_reaclib) = drate_dT;
-
-    }
-    rate_He4_Fe52_to_p_Co55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Fe52_to_p_Co55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_Co55_reaclib) = drate_dT;
-
-    }
-    rate_He4_He4_He4_to_C12_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib) = drate_dT;
-
-    }
-    rate_C12_C12_to_n_Mg23_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_C12_to_n_Mg23_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_n_Mg23_removed) = drate_dT;
-
-    }
-    rate_O16_O16_to_n_S31_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O16_O16_to_n_S31_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_n_S31_removed) = drate_dT;
-
-    }
-    rate_C12_O16_to_n_Si27_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_O16_to_n_Si27_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_n_Si27_removed) = drate_dT;
-
-    }
-    rate_p_Fe54_to_Co55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Fe54_to_Co55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Fe54_to_Co55_reaclib) = drate_dT;
+    [[maybe_unused]] amrex::Real rate;
+    [[maybe_unused]] amrex::Real drate_dT;
 
-    }
-    rate_He4_Fe54_to_Ni58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Fe54_to_Ni58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe54_to_Ni58_reaclib) = drate_dT;
-
-    }
-    rate_p_Fe56_to_Co57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Fe56_to_Co57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Fe56_to_Co57_reaclib) = drate_dT;
-
-    }
-    rate_n_Co55_to_Co56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Co55_to_Co56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Co55_to_Co56_reaclib) = drate_dT;
-
-    }
-    rate_n_Co56_to_Co57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Co56_to_Co57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Co56_to_Co57_reaclib) = drate_dT;
-
-    }
-    rate_p_Co57_to_Ni58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Co57_to_Ni58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Co57_to_Ni58_reaclib) = drate_dT;
-
-    }
-    rate_He4_Mn51_to_p_Fe54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Mn51_to_p_Fe54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mn51_to_p_Fe54_reaclib) = drate_dT;
-
-    }
-    rate_He4_Co55_to_p_Ni58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Co55_to_p_Ni58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Co55_to_p_Ni58_reaclib) = drate_dT;
-
-    }
-    rate_n_Co56_to_p_Fe56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Co56_to_p_Fe56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Co56_to_p_Fe56_reaclib) = drate_dT;
-
-    }
-    rate_p_Co57_to_He4_Fe54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Co57_to_He4_Fe54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Co57_to_He4_Fe54_reaclib) = drate_dT;
-
-    }
-    rate_n_Ni56_to_p_Co56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ni56_to_p_Co56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ni56_to_p_Co56_reaclib) = drate_dT;
-
-    }
-    rate_He4_S32_to_Ar36_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_S32_to_Ar36_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_removed) = drate_dT;
-
-    }
-    rate_p_Cl35_to_Ar36_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cl35_to_Ar36_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_removed) = drate_dT;
-
-    }
-    rate_p_Cl35_to_He4_S32_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cl35_to_He4_S32_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_removed) = drate_dT;
-
-    }
-    rate_He4_Ar36_to_Ca40_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ar36_to_Ca40_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_removed) = drate_dT;
-
-    }
-    rate_p_K39_to_Ca40_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_K39_to_Ca40_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_removed) = drate_dT;
-
-    }
-    rate_p_K39_to_He4_Ar36_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_K39_to_He4_Ar36_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_removed) = drate_dT;
-
-    }
-    rate_He4_Ca40_to_Ti44_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ca40_to_Ti44_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_removed) = drate_dT;
-
-    }
-    rate_p_Sc43_to_Ti44_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Sc43_to_Ti44_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_removed) = drate_dT;
-
-    }
-    rate_p_Sc43_to_He4_Ca40_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_removed) = drate_dT;
-
-    }
-    rate_He4_Ti44_to_Cr48_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ti44_to_Cr48_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_removed) = drate_dT;
-
-    }
-    rate_He4_Ti44_to_p_V47_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ti44_to_p_V47_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_removed) = drate_dT;
-
-    }
-    rate_p_V47_to_Cr48_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_V47_to_Cr48_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_removed) = drate_dT;
-
-    }
-    rate_n_Fe52_to_Fe53_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Fe52_to_Fe53_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Fe52_to_Fe53_removed) = drate_dT;
-
-    }
-    rate_n_Fe53_to_Fe54_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Fe53_to_Fe54_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Fe53_to_Fe54_removed) = drate_dT;
-
-    }
-    rate_n_Fe54_to_Fe55_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Fe54_to_Fe55_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Fe54_to_Fe55_removed) = drate_dT;
-
-    }
-    rate_n_Fe55_to_Fe56_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Fe55_to_Fe56_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Fe55_to_Fe56_removed) = drate_dT;
-
-    }
-    rate_n_Ni56_to_Ni57_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ni56_to_Ni57_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ni56_to_Ni57_removed) = drate_dT;
-
-    }
-    rate_n_Ni57_to_Ni58_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ni57_to_Ni58_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ni57_to_Ni58_removed) = drate_dT;
-
-    }
-    rate_C12_C12_to_Mg24_modified<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_C12_to_Mg24_modified) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_Mg24_modified) = drate_dT;
-
-    }
-    rate_O16_O16_to_S32_modified<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O16_O16_to_S32_modified) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_S32_modified) = drate_dT;
-
-    }
-    rate_C12_O16_to_Si28_modified<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_O16_to_Si28_modified) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_Si28_modified) = drate_dT;
-
-    }
-
-}
-
-template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void
-fill_approx_rates([[maybe_unused]] const tf_t& tfactors,
-                  [[maybe_unused]] const amrex::Real rho,
-                  [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
-                  [[maybe_unused]] T& rate_eval)
-{
-
-    [[maybe_unused]] amrex::Real rate{};
-    [[maybe_unused]] amrex::Real drate_dT{};
-
-    rate_S32_He4_to_Ar36_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_S32_He4_to_Ar36_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_S32_He4_to_Ar36_approx) = drate_dT;
+    {
+        // p_C12_to_N13_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_C12);
+        }
+#endif
+        rate_p_C12_to_N13_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_C12_to_N13_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_C12_to_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_C12);
+        }
+#endif
+        rate_He4_C12_to_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O16_to_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O16);
+        }
+#endif
+        rate_He4_O16_to_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ne20_to_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ne20);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ne20);
+        }
+#endif
+        rate_He4_Ne20_to_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Na23_to_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Na23);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Na23);
+        }
+#endif
+        rate_p_Na23_to_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Na23_to_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Na23_to_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mg24_to_Si28_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mg24);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mg24);
+        }
+#endif
+        rate_He4_Mg24_to_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Mg24_to_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mg24_to_Si28_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Al27_to_Si28_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Al27);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Al27);
+        }
+#endif
+        rate_p_Al27_to_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Al27_to_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Al27_to_Si28_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Si28_to_S32_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Si28);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Si28);
+        }
+#endif
+        rate_He4_Si28_to_S32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Si28_to_S32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Si28_to_S32_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_P31_to_S32_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_P31);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_P31);
+        }
+#endif
+        rate_p_P31_to_S32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_P31_to_S32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_P31_to_S32_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cr48_to_Fe52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cr48);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cr48);
+        }
+#endif
+        rate_He4_Cr48_to_Fe52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cr48_to_Fe52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cr48_to_Fe52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Mn51_to_Fe52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Mn51);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Mn51);
+        }
+#endif
+        rate_p_Mn51_to_Fe52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Mn51_to_Fe52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mn51_to_Co55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mn51);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mn51);
+        }
+#endif
+        rate_He4_Mn51_to_Co55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Mn51_to_Co55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mn51_to_Co55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe52_to_Ni56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe52);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe52);
+        }
+#endif
+        rate_He4_Fe52_to_Ni56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Fe52_to_Ni56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Co55_to_Ni56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Co55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Co55);
+        }
+#endif
+        rate_p_Co55_to_Ni56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Co55_to_Ni56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_C12_to_p_Na23_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_C12);
+        }
+#endif
+        rate_C12_C12_to_p_Na23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_C12_to_He4_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_C12);
+        }
+#endif
+        rate_C12_C12_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_N13_to_p_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_N13);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_N13);
+        }
+#endif
+        rate_He4_N13_to_p_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_O16_to_p_Al27_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_O16);
+        }
+#endif
+        rate_C12_O16_to_p_Al27_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_O16_to_p_Al27_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_O16_to_p_Al27_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_O16_to_He4_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_O16);
+        }
+#endif
+        rate_C12_O16_to_He4_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_O16_to_He4_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_O16_to_He4_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // O16_O16_to_p_P31_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_O16_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_O16_O16);
+        }
+#endif
+        rate_O16_O16_to_p_P31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O16_O16_to_p_P31_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O16_O16_to_p_P31_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // O16_O16_to_He4_Si28_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_O16_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_O16_O16);
+        }
+#endif
+        rate_O16_O16_to_He4_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O16_O16_to_He4_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O16_O16_to_He4_Si28_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Na23_to_He4_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Na23);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Na23);
+        }
+#endif
+        rate_p_Na23_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Na23_to_He4_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Na23_to_He4_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Al27_to_He4_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Al27);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Al27);
+        }
+#endif
+        rate_p_Al27_to_He4_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Al27_to_He4_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Al27_to_He4_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_P31_to_He4_Si28_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_P31);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_P31);
+        }
+#endif
+        rate_p_P31_to_He4_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_P31_to_He4_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_P31_to_He4_Si28_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cr48_to_p_Mn51_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cr48);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cr48);
+        }
+#endif
+        rate_He4_Cr48_to_p_Mn51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cr48_to_p_Mn51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cr48_to_p_Mn51_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe52_to_p_Co55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe52);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe52);
+        }
+#endif
+        rate_He4_Fe52_to_p_Co55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Fe52_to_p_Co55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_Co55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_He4_He4_to_C12_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_He4) + rate_eval.log_screen(k_He4_Be8);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_He4) + rate_eval.dlog_screen_dT(k_He4_Be8);
+        }
+#endif
+        rate_He4_He4_He4_to_C12_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_C12_to_n_Mg23_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_C12);
+        }
+#endif
+        rate_C12_C12_to_n_Mg23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_C12_to_n_Mg23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_C12_to_n_Mg23_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // O16_O16_to_n_S31_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_O16_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_O16_O16);
+        }
+#endif
+        rate_O16_O16_to_n_S31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O16_O16_to_n_S31_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O16_O16_to_n_S31_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_O16_to_n_Si27_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_O16);
+        }
+#endif
+        rate_C12_O16_to_n_Si27_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_O16_to_n_Si27_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_O16_to_n_Si27_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Fe54_to_Co55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Fe54);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Fe54);
+        }
+#endif
+        rate_p_Fe54_to_Co55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Fe54_to_Co55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Fe54_to_Co55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe54_to_Ni58_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe54);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe54);
+        }
+#endif
+        rate_He4_Fe54_to_Ni58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Fe54_to_Ni58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe54_to_Ni58_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Fe56_to_Co57_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Fe56);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Fe56);
+        }
+#endif
+        rate_p_Fe56_to_Co57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Fe56_to_Co57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Fe56_to_Co57_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Co55_to_Co56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Co55_to_Co56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Co55_to_Co56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Co55_to_Co56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Co56_to_Co57_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Co56_to_Co57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Co56_to_Co57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Co56_to_Co57_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Co57_to_Ni58_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Co57);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Co57);
+        }
+#endif
+        rate_p_Co57_to_Ni58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Co57_to_Ni58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Co57_to_Ni58_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mn51_to_p_Fe54_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mn51);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mn51);
+        }
+#endif
+        rate_He4_Mn51_to_p_Fe54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Mn51_to_p_Fe54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mn51_to_p_Fe54_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Co55_to_p_Ni58_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Co55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Co55);
+        }
+#endif
+        rate_He4_Co55_to_p_Ni58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Co55_to_p_Ni58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Co55_to_p_Ni58_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Co56_to_p_Fe56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Co56_to_p_Fe56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Co56_to_p_Fe56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Co56_to_p_Fe56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Co57_to_He4_Fe54_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Co57);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Co57);
+        }
+#endif
+        rate_p_Co57_to_He4_Fe54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Co57_to_He4_Fe54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Co57_to_He4_Fe54_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ni56_to_p_Co56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ni56_to_p_Co56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ni56_to_p_Co56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ni56_to_p_Co56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_S32_to_Ar36_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_S32);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_S32);
+        }
+#endif
+        rate_He4_S32_to_Ar36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_S32_to_Ar36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cl35_to_Ar36_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cl35);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cl35);
+        }
+#endif
+        rate_p_Cl35_to_Ar36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cl35_to_Ar36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cl35_to_He4_S32_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cl35);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cl35);
+        }
+#endif
+        rate_p_Cl35_to_He4_S32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cl35_to_He4_S32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ar36_to_Ca40_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ar36);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ar36);
+        }
+#endif
+        rate_He4_Ar36_to_Ca40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ar36_to_Ca40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_K39_to_Ca40_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_K39);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_K39);
+        }
+#endif
+        rate_p_K39_to_Ca40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_K39_to_Ca40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_K39_to_He4_Ar36_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_K39);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_K39);
+        }
+#endif
+        rate_p_K39_to_He4_Ar36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_K39_to_He4_Ar36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ca40_to_Ti44_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ca40);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ca40);
+        }
+#endif
+        rate_He4_Ca40_to_Ti44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ca40_to_Ti44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Sc43_to_Ti44_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Sc43);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Sc43);
+        }
+#endif
+        rate_p_Sc43_to_Ti44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Sc43_to_Ti44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Sc43_to_He4_Ca40_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Sc43);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Sc43);
+        }
+#endif
+        rate_p_Sc43_to_He4_Ca40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ti44_to_Cr48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ti44);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ti44);
+        }
+#endif
+        rate_He4_Ti44_to_Cr48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ti44_to_Cr48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ti44_to_p_V47_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ti44);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ti44);
+        }
+#endif
+        rate_He4_Ti44_to_p_V47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ti44_to_p_V47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_V47_to_Cr48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_V47);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_V47);
+        }
+#endif
+        rate_p_V47_to_Cr48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_V47_to_Cr48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_reaclib) = drate_dT;
+        }
     }
-    rate_Ar36_to_S32_He4_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ar36_to_S32_He4_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ar36_to_S32_He4_approx) = drate_dT;
 
-    }
-    rate_Ar36_He4_to_Ca40_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ar36_He4_to_Ca40_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ar36_He4_to_Ca40_approx) = drate_dT;
+    {
+        // n_Fe52_to_Fe53_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Fe52_to_Fe53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Fe52_to_Fe53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Fe52_to_Fe53_reaclib) = drate_dT;
+        }
     }
-    rate_Ca40_to_Ar36_He4_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ca40_to_Ar36_He4_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca40_to_Ar36_He4_approx) = drate_dT;
 
-    }
-    rate_Ca40_He4_to_Ti44_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ca40_He4_to_Ti44_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca40_He4_to_Ti44_approx) = drate_dT;
+    {
+        // n_Fe53_to_Fe54_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Fe53_to_Fe54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Fe53_to_Fe54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Fe53_to_Fe54_reaclib) = drate_dT;
+        }
     }
-    rate_Ti44_to_Ca40_He4_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ti44_to_Ca40_He4_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti44_to_Ca40_He4_approx) = drate_dT;
 
-    }
-    rate_Ti44_He4_to_Cr48_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ti44_He4_to_Cr48_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti44_He4_to_Cr48_approx) = drate_dT;
+    {
+        // n_Fe54_to_Fe55_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Fe54_to_Fe55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Fe54_to_Fe55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Fe54_to_Fe55_reaclib) = drate_dT;
+        }
     }
-    rate_Cr48_to_Ti44_He4_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Cr48_to_Ti44_He4_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr48_to_Ti44_He4_approx) = drate_dT;
 
-    }
-    rate_Fe52_n_n_to_Fe54_approx<T>(rate_eval, rho, Y, rate, drate_dT);
-    rate_eval.screened_rates(k_Fe52_n_n_to_Fe54_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe52_n_n_to_Fe54_approx) = drate_dT;
+    {
+        // n_Fe55_to_Fe56_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Fe55_to_Fe56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Fe55_to_Fe56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Fe55_to_Fe56_reaclib) = drate_dT;
+        }
     }
-    rate_Fe54_to_Fe52_n_n_approx<T>(rate_eval, rho, Y, rate, drate_dT);
-    rate_eval.screened_rates(k_Fe54_to_Fe52_n_n_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe54_to_Fe52_n_n_approx) = drate_dT;
 
-    }
-    rate_Fe54_n_n_to_Fe56_approx<T>(rate_eval, rho, Y, rate, drate_dT);
-    rate_eval.screened_rates(k_Fe54_n_n_to_Fe56_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe54_n_n_to_Fe56_approx) = drate_dT;
+    {
+        // n_Ni56_to_Ni57_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ni56_to_Ni57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ni56_to_Ni57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ni56_to_Ni57_reaclib) = drate_dT;
+        }
     }
-    rate_Fe56_to_Fe54_n_n_approx<T>(rate_eval, rho, Y, rate, drate_dT);
-    rate_eval.screened_rates(k_Fe56_to_Fe54_n_n_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe56_to_Fe54_n_n_approx) = drate_dT;
 
-    }
-    rate_Ni56_n_n_to_Ni58_approx<T>(rate_eval, rho, Y, rate, drate_dT);
-    rate_eval.screened_rates(k_Ni56_n_n_to_Ni58_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni56_n_n_to_Ni58_approx) = drate_dT;
+    {
+        // n_Ni57_to_Ni58_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ni57_to_Ni58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ni57_to_Ni58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ni57_to_Ni58_reaclib) = drate_dT;
+        }
     }
-    rate_Ni58_to_Ni56_n_n_approx<T>(rate_eval, rho, Y, rate, drate_dT);
-    rate_eval.screened_rates(k_Ni58_to_Ni56_n_n_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni58_to_Ni56_n_n_approx) = drate_dT;
 
-    }
 
 }
 
diff --git a/networks/he-burn/ase-iron/table_rates.H b/networks/he-burn/ase-iron/table_rates.H
index c55aa9d4da..9263c1cf65 100644
--- a/networks/he-burn/ase-iron/table_rates.H
+++ b/networks/he-burn/ase-iron/table_rates.H
@@ -55,11 +55,11 @@ constexpr int add_vars = 1;  // 1 Additional Var in entries
 namespace rate_tables
 {
     // Co56 --> Fe56
-    inline AMREX_GPU_MANAGED table_t j_Co56_Fe56_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Co56_Fe56_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Co56_Fe56_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Co56_Fe56_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Co56_Fe56_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Co56_Fe56_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Co56_Fe56_data{
 -7.705836,       -7.707962,       -7.692263,       -7.032866,       -6.284874,       -5.970341,       -5.642062,       -5.178082,       -4.093715,       -2.791284,       -1.100233,        1.756545,        4.567038,  // RATE
 -7.679753,       -7.698752,       -7.685687,        -7.03166,       -6.284674,       -5.970255,       -5.642021,       -5.178082,       -4.093715,       -2.791284,       -1.100233,        1.756545,        4.567038,
@@ -97,11 +97,11 @@ namespace rate_tables
          };
 
     // Co56 --> Ni56
-    inline AMREX_GPU_MANAGED table_t j_Co56_Ni56_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Co56_Ni56_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Co56_Ni56_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Co56_Ni56_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Co56_Ni56_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Co56_Ni56_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Co56_Ni56_data{
 -99.69797,       -99.69797,      -69.758981,      -37.768387,      -23.052703,       -17.76895,        -13.4835,      -11.090722,       -8.426201,       -6.028675,       -3.404715,        0.008204,        2.897241,  // RATE
 -99.69797,       -99.69797,      -69.758998,       -37.91085,      -23.428328,      -17.788058,       -13.48505,      -11.090722,       -8.426201,       -6.028675,       -3.404715,        0.008204,        2.897241,
@@ -139,11 +139,11 @@ namespace rate_tables
          };
 
     // Fe56 --> Co56
-    inline AMREX_GPU_MANAGED table_t j_Fe56_Co56_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Fe56_Co56_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Fe56_Co56_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Fe56_Co56_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Fe56_Co56_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Fe56_Co56_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Fe56_Co56_data{
 -99.69797,       -99.69797,       -99.69797,      -62.854802,      -37.268611,      -27.644755,      -19.855923,      -15.693996,      -11.062186,        -6.68628,       -2.996418,        0.330264,        3.050101,  // RATE
 -99.69797,       -99.69797,       -99.69797,      -63.853019,      -37.680995,      -27.666587,      -19.856877,      -15.693996,      -11.062186,        -6.68628,       -2.996418,        0.330264,        3.050101,
@@ -181,11 +181,11 @@ namespace rate_tables
          };
 
     // Ni56 --> Co56
-    inline AMREX_GPU_MANAGED table_t j_Ni56_Co56_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ni56_Co56_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ni56_Co56_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ni56_Co56_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ni56_Co56_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ni56_Co56_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ni56_Co56_data{
 -8.684,          -9.164,          -9.291,          -9.387,          -8.777,          -7.439,       -6.183988,       -5.405627,       -4.316341,       -2.714602,       -0.608944,        2.014581,        4.728024,  // RATE
 -7.705,          -8.165,          -8.291,          -8.387,          -8.364,          -7.418,       -6.181989,       -5.405627,       -4.316341,       -2.714602,       -0.608944,        2.014581,        4.728024,
@@ -223,11 +223,11 @@ namespace rate_tables
          };
 
     // n --> p
-    inline AMREX_GPU_MANAGED table_t j_n_p_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_n_p_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_n_p_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_n_p_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_n_p_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_n_p_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_n_p_data{
 -2.959,          -2.959,          -2.959,          -2.959,       -2.958959,       -2.957841,       -2.941107,       -2.874417,       -2.540055,       -1.720786,        -0.41411,        1.802004,           4.347,  // RATE
 -2.959,          -2.959,          -2.959,          -2.959,       -2.958984,       -2.957898,       -2.941192,       -2.874417,       -2.540055,       -1.720786,        -0.41411,        1.802004,           4.347,
@@ -265,11 +265,11 @@ namespace rate_tables
          };
 
     // p --> n
-    inline AMREX_GPU_MANAGED table_t j_p_n_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_p_n_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_p_n_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_p_n_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_p_n_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_p_n_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_p_n_data{
 -99.69797,          -49.75,          -29.58,         -19.262,         -14.019,         -10.766,           -7.99,          -6.458,          -4.715,          -2.968,          -1.035,             1.6,           4.293,  // RATE
 -99.69797,         -48.749,          -28.58,         -18.262,         -13.606,         -10.744,          -7.989,          -6.458,          -4.715,          -2.968,          -1.035,             1.6,           4.293,
@@ -309,7 +309,7 @@ namespace rate_tables
 }
 
 
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_linear_1d(const amrex::Real fhi, const amrex::Real flo, const amrex::Real xhi, const amrex::Real xlo, const amrex::Real x)
 {
@@ -322,7 +322,7 @@ evaluate_linear_1d(const amrex::Real fhi, const amrex::Real flo, const amrex::Re
     return f;
 }
 
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_linear_2d(const amrex::Real fip1jp1, const amrex::Real fip1j, const amrex::Real fijp1, const amrex::Real fij,
           const amrex::Real xhi, const amrex::Real xlo, const amrex::Real yhi, const amrex::Real ylo,
@@ -354,7 +354,7 @@ evaluate_linear_2d(const amrex::Real fip1jp1, const amrex::Real fip1j, const amr
 
 
 template<typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_vars(const int irhoy_lo, const int jtemp_lo,
               const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -384,7 +384,7 @@ evaluate_vars(const int irhoy_lo, const int jtemp_lo,
 
 
 template<typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_dr_dtemp(const int irhoy_lo, const int jtemp_lo,
                   const table_t& table_meta, const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -527,7 +527,7 @@ evaluate_dr_dtemp(const int irhoy_lo, const int jtemp_lo,
 
 
 template <typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 void
 get_entries(const int irhoy_lo, const int jtemp_lo,
             const table_t& table_meta, const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -555,7 +555,7 @@ get_entries(const int irhoy_lo, const int jtemp_lo,
 }
 
 template <typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 void
 tabular_evaluate(const table_t& table_meta,
                  const R& log_rhoy_table, const T& log_temp_table, const D& data,
diff --git a/networks/he-burn/ase-iron/temperature_table_rates.H b/networks/he-burn/ase-iron/temperature_table_rates.H
index 4fdd0d89c7..8490332679 100644
--- a/networks/he-burn/ase-iron/temperature_table_rates.H
+++ b/networks/he-burn/ase-iron/temperature_table_rates.H
@@ -5,7 +5,7 @@
 
 #include <tfactors.H>
 #include <actual_network.H>
-
+#include <interp_tools.H>
 
 using namespace amrex::literals;
 
@@ -28,6 +28,7 @@ namespace temp_tabular {
         [[maybe_unused]] amrex::Real drate_dT;
 
 
+
     }
 
 
diff --git a/networks/he-burn/ase-test/Make.package b/networks/he-burn/ase-test/Make.package
index fd942a5ce1..35413fdcff 100644
--- a/networks/he-burn/ase-test/Make.package
+++ b/networks/he-burn/ase-test/Make.package
@@ -2,13 +2,15 @@ PYNUCASTRO_NETWORK = TRUE
 CEXE_headers += network_properties.H
 
 ifeq ($(USE_REACT),TRUE)
-  CEXE_sources += actual_network_data.cpp
   CEXE_headers += actual_network.H
   CEXE_headers += tfactors.H
   CEXE_headers += interp_tools.H
   CEXE_headers += partition_functions.H
   CEXE_headers += actual_rhs.H
+  CEXE_headers += rate_type.H
   CEXE_headers += reaclib_rates.H
+  CEXE_headers += approximate_rates.H
+  CEXE_headers += modified_rates.H
   CEXE_headers += table_rates.H
   CEXE_headers += temperature_table_rates.H
   CEXE_headers += derived_rates.H
diff --git a/networks/he-burn/ase-test/actual_network.H b/networks/he-burn/ase-test/actual_network.H
index 3c7f29e9db..db585d252f 100644
--- a/networks/he-burn/ase-test/actual_network.H
+++ b/networks/he-burn/ase-test/actual_network.H
@@ -1,18 +1,25 @@
 #ifndef actual_network_H
 #define actual_network_H
 
+#include <random>
 #include <string_view>
 
 #include <AMReX_REAL.H>
 #include <AMReX_Array.H>
 #include <AMReX_Loop.H>
 
+#include <extern_parameters.H>
 #include <fundamental_constants.H>
 #include <network_properties.H>
 
 using namespace amrex::literals;
 
-void actual_network_init();
+
+inline
+void actual_network_init() {
+
+
+}
 
 constexpr std::string_view network_name = "pynucastro-cxx";
 
@@ -224,27 +231,27 @@ namespace Rates
         k_p_Al27_to_He4_Mg24_reaclib = 19,
         k_p_P31_to_He4_Si28_reaclib = 20,
         k_He4_He4_He4_to_C12_reaclib = 21,
-        k_C12_C12_to_n_Mg23_removed = 22,
-        k_O16_O16_to_n_S31_removed = 23,
-        k_C12_O16_to_n_Si27_removed = 24,
-        k_He4_S32_to_Ar36_removed = 25,
-        k_p_Cl35_to_Ar36_removed = 26,
-        k_p_Cl35_to_He4_S32_removed = 27,
-        k_He4_Ar36_to_Ca40_removed = 28,
-        k_p_K39_to_Ca40_removed = 29,
-        k_p_K39_to_He4_Ar36_removed = 30,
-        k_He4_Ca40_to_Ti44_removed = 31,
-        k_p_Sc43_to_Ti44_removed = 32,
-        k_p_Sc43_to_He4_Ca40_removed = 33,
-        k_He4_Ti44_to_Cr48_removed = 34,
-        k_He4_Ti44_to_p_V47_removed = 35,
-        k_p_V47_to_Cr48_removed = 36,
-        k_He4_Cr48_to_Fe52_removed = 37,
-        k_He4_Cr48_to_p_Mn51_removed = 38,
-        k_p_Mn51_to_Fe52_removed = 39,
-        k_He4_Fe52_to_Ni56_removed = 40,
-        k_He4_Fe52_to_p_Co55_removed = 41,
-        k_p_Co55_to_Ni56_removed = 42,
+        k_C12_C12_to_n_Mg23_reaclib = 22,
+        k_O16_O16_to_n_S31_reaclib = 23,
+        k_C12_O16_to_n_Si27_reaclib = 24,
+        k_He4_S32_to_Ar36_reaclib = 25,
+        k_p_Cl35_to_Ar36_reaclib = 26,
+        k_p_Cl35_to_He4_S32_reaclib = 27,
+        k_He4_Ar36_to_Ca40_reaclib = 28,
+        k_p_K39_to_Ca40_reaclib = 29,
+        k_p_K39_to_He4_Ar36_reaclib = 30,
+        k_He4_Ca40_to_Ti44_reaclib = 31,
+        k_p_Sc43_to_Ti44_reaclib = 32,
+        k_p_Sc43_to_He4_Ca40_reaclib = 33,
+        k_He4_Ti44_to_Cr48_reaclib = 34,
+        k_He4_Ti44_to_p_V47_reaclib = 35,
+        k_p_V47_to_Cr48_reaclib = 36,
+        k_He4_Cr48_to_Fe52_reaclib = 37,
+        k_He4_Cr48_to_p_Mn51_reaclib = 38,
+        k_p_Mn51_to_Fe52_reaclib = 39,
+        k_He4_Fe52_to_Ni56_reaclib = 40,
+        k_He4_Fe52_to_p_Co55_reaclib = 41,
+        k_p_Co55_to_Ni56_reaclib = 42,
         k_O16_p_to_F17_iliadis = 43,
         k_S32_He4_to_Ar36_approx = 44,
         k_Ar36_to_S32_He4_approx = 45,
@@ -286,25 +293,61 @@ namespace Rates
         k_S32_to_O16_O16_derived = 81,
         k_Si28_to_C12_O16_derived = 82,
         k_F17_to_O16_p_derived = 83,
-        k_He4_S32_to_p_Cl35_removed = 84,
-        k_Ar36_to_He4_S32_removed = 85,
-        k_Ar36_to_p_Cl35_removed = 86,
-        k_He4_Ar36_to_p_K39_removed = 87,
-        k_Ca40_to_He4_Ar36_removed = 88,
-        k_Ca40_to_p_K39_removed = 89,
-        k_He4_Ca40_to_p_Sc43_removed = 90,
-        k_Ti44_to_He4_Ca40_removed = 91,
-        k_Ti44_to_p_Sc43_removed = 92,
-        k_Cr48_to_He4_Ti44_removed = 93,
-        k_Cr48_to_p_V47_removed = 94,
-        k_p_V47_to_He4_Ti44_removed = 95,
-        k_Fe52_to_He4_Cr48_removed = 96,
-        k_Fe52_to_p_Mn51_removed = 97,
-        k_p_Mn51_to_He4_Cr48_removed = 98,
-        k_Ni56_to_He4_Fe52_removed = 99,
-        k_Ni56_to_p_Co55_removed = 100,
-        k_p_Co55_to_He4_Fe52_removed = 101,
-        NumRates = k_p_Co55_to_He4_Fe52_removed
+        k_He4_S32_to_p_Cl35_derived = 84,
+        k_Ar36_to_He4_S32_derived = 85,
+        k_Ar36_to_p_Cl35_derived = 86,
+        k_He4_Ar36_to_p_K39_derived = 87,
+        k_Ca40_to_He4_Ar36_derived = 88,
+        k_Ca40_to_p_K39_derived = 89,
+        k_He4_Ca40_to_p_Sc43_derived = 90,
+        k_Ti44_to_He4_Ca40_derived = 91,
+        k_Ti44_to_p_Sc43_derived = 92,
+        k_Cr48_to_He4_Ti44_derived = 93,
+        k_Cr48_to_p_V47_derived = 94,
+        k_p_V47_to_He4_Ti44_derived = 95,
+        k_Fe52_to_He4_Cr48_derived = 96,
+        k_Fe52_to_p_Mn51_derived = 97,
+        k_p_Mn51_to_He4_Cr48_derived = 98,
+        k_Ni56_to_He4_Fe52_derived = 99,
+        k_Ni56_to_p_Co55_derived = 100,
+        k_p_Co55_to_He4_Fe52_derived = 101,
+        NumRates = k_p_Co55_to_He4_Fe52_derived
+    };
+
+    enum ScreenPairs :
+    std::uint8_t
+    {
+        k_p_C12 = 1,
+        k_He4_O16 = 2,
+        k_He4_F17 = 3,
+        k_p_K39 = 4,
+        k_He4_Ca40 = 5,
+        k_He4_Ar36 = 6,
+        k_p_Sc43 = 7,
+        k_He4_C12 = 8,
+        k_He4_Ti44 = 9,
+        k_p_Ne20 = 10,
+        k_He4_Mg24 = 11,
+        k_C12_O16 = 12,
+        k_p_V47 = 13,
+        k_He4_Cr48 = 14,
+        k_C12_C12 = 15,
+        k_p_Co55 = 16,
+        k_He4_Ne20 = 17,
+        k_p_Al27 = 18,
+        k_p_Mn51 = 19,
+        k_p_Na23 = 20,
+        k_He4_Fe52 = 21,
+        k_He4_S32 = 22,
+        k_p_P31 = 23,
+        k_He4_He4 = 24,
+        k_p_O16 = 25,
+        k_He4_Si28 = 26,
+        k_p_Cl35 = 27,
+        k_O16_O16 = 28,
+        k_He4_Be8 = 29,
+        k_He4_N13 = 30,
+        NumScreenPairs = k_He4_N13
     };
 
     // rate names -- note: the rates are 1-based, not zero-based, so we pad
@@ -334,27 +377,27 @@ namespace Rates
         "p_Al27_to_He4_Mg24_reaclib",  // 19,
         "p_P31_to_He4_Si28_reaclib",  // 20,
         "He4_He4_He4_to_C12_reaclib",  // 21,
-        "C12_C12_to_n_Mg23_removed",  // 22,
-        "O16_O16_to_n_S31_removed",  // 23,
-        "C12_O16_to_n_Si27_removed",  // 24,
-        "He4_S32_to_Ar36_removed",  // 25,
-        "p_Cl35_to_Ar36_removed",  // 26,
-        "p_Cl35_to_He4_S32_removed",  // 27,
-        "He4_Ar36_to_Ca40_removed",  // 28,
-        "p_K39_to_Ca40_removed",  // 29,
-        "p_K39_to_He4_Ar36_removed",  // 30,
-        "He4_Ca40_to_Ti44_removed",  // 31,
-        "p_Sc43_to_Ti44_removed",  // 32,
-        "p_Sc43_to_He4_Ca40_removed",  // 33,
-        "He4_Ti44_to_Cr48_removed",  // 34,
-        "He4_Ti44_to_p_V47_removed",  // 35,
-        "p_V47_to_Cr48_removed",  // 36,
-        "He4_Cr48_to_Fe52_removed",  // 37,
-        "He4_Cr48_to_p_Mn51_removed",  // 38,
-        "p_Mn51_to_Fe52_removed",  // 39,
-        "He4_Fe52_to_Ni56_removed",  // 40,
-        "He4_Fe52_to_p_Co55_removed",  // 41,
-        "p_Co55_to_Ni56_removed",  // 42,
+        "C12_C12_to_n_Mg23_reaclib",  // 22,
+        "O16_O16_to_n_S31_reaclib",  // 23,
+        "C12_O16_to_n_Si27_reaclib",  // 24,
+        "He4_S32_to_Ar36_reaclib",  // 25,
+        "p_Cl35_to_Ar36_reaclib",  // 26,
+        "p_Cl35_to_He4_S32_reaclib",  // 27,
+        "He4_Ar36_to_Ca40_reaclib",  // 28,
+        "p_K39_to_Ca40_reaclib",  // 29,
+        "p_K39_to_He4_Ar36_reaclib",  // 30,
+        "He4_Ca40_to_Ti44_reaclib",  // 31,
+        "p_Sc43_to_Ti44_reaclib",  // 32,
+        "p_Sc43_to_He4_Ca40_reaclib",  // 33,
+        "He4_Ti44_to_Cr48_reaclib",  // 34,
+        "He4_Ti44_to_p_V47_reaclib",  // 35,
+        "p_V47_to_Cr48_reaclib",  // 36,
+        "He4_Cr48_to_Fe52_reaclib",  // 37,
+        "He4_Cr48_to_p_Mn51_reaclib",  // 38,
+        "p_Mn51_to_Fe52_reaclib",  // 39,
+        "He4_Fe52_to_Ni56_reaclib",  // 40,
+        "He4_Fe52_to_p_Co55_reaclib",  // 41,
+        "p_Co55_to_Ni56_reaclib",  // 42,
         "O16_p_to_F17_iliadis",  // 43,
         "S32_He4_to_Ar36_approx",  // 44,
         "Ar36_to_S32_He4_approx",  // 45,
@@ -396,26 +439,32 @@ namespace Rates
         "S32_to_O16_O16_derived",  // 81,
         "Si28_to_C12_O16_derived",  // 82,
         "F17_to_O16_p_derived",  // 83,
-        "He4_S32_to_p_Cl35_removed",  // 84,
-        "Ar36_to_He4_S32_removed",  // 85,
-        "Ar36_to_p_Cl35_removed",  // 86,
-        "He4_Ar36_to_p_K39_removed",  // 87,
-        "Ca40_to_He4_Ar36_removed",  // 88,
-        "Ca40_to_p_K39_removed",  // 89,
-        "He4_Ca40_to_p_Sc43_removed",  // 90,
-        "Ti44_to_He4_Ca40_removed",  // 91,
-        "Ti44_to_p_Sc43_removed",  // 92,
-        "Cr48_to_He4_Ti44_removed",  // 93,
-        "Cr48_to_p_V47_removed",  // 94,
-        "p_V47_to_He4_Ti44_removed",  // 95,
-        "Fe52_to_He4_Cr48_removed",  // 96,
-        "Fe52_to_p_Mn51_removed",  // 97,
-        "p_Mn51_to_He4_Cr48_removed",  // 98,
-        "Ni56_to_He4_Fe52_removed",  // 99,
-        "Ni56_to_p_Co55_removed",  // 100,
-        "p_Co55_to_He4_Fe52_removed"  // 101,
+        "He4_S32_to_p_Cl35_derived",  // 84,
+        "Ar36_to_He4_S32_derived",  // 85,
+        "Ar36_to_p_Cl35_derived",  // 86,
+        "He4_Ar36_to_p_K39_derived",  // 87,
+        "Ca40_to_He4_Ar36_derived",  // 88,
+        "Ca40_to_p_K39_derived",  // 89,
+        "He4_Ca40_to_p_Sc43_derived",  // 90,
+        "Ti44_to_He4_Ca40_derived",  // 91,
+        "Ti44_to_p_Sc43_derived",  // 92,
+        "Cr48_to_He4_Ti44_derived",  // 93,
+        "Cr48_to_p_V47_derived",  // 94,
+        "p_V47_to_He4_Ti44_derived",  // 95,
+        "Fe52_to_He4_Cr48_derived",  // 96,
+        "Fe52_to_p_Mn51_derived",  // 97,
+        "p_Mn51_to_He4_Cr48_derived",  // 98,
+        "Ni56_to_He4_Fe52_derived",  // 99,
+        "Ni56_to_p_Co55_derived",  // 100,
+        "p_Co55_to_He4_Fe52_derived"  // 101,
     };
 
+    template<std::uint8_t rate>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    constexpr amrex::Real get_p_random() {
+        return 0.0_rt;
+    }
+
 }
 
 #ifdef NSE_NET
diff --git a/networks/he-burn/ase-test/actual_rhs.H b/networks/he-burn/ase-test/actual_rhs.H
index c9475ff54d..bc130d2f3e 100644
--- a/networks/he-burn/ase-test/actual_rhs.H
+++ b/networks/he-burn/ase-test/actual_rhs.H
@@ -1,5 +1,5 @@
-#ifndef actual_rhs_H
-#define actual_rhs_H
+#ifndef ACTUAL_RHS_H
+#define ACTUAL_RHS_H
 
 #include <AMReX_REAL.H>
 #include <AMReX_Array.H>
@@ -15,7 +15,10 @@
 #ifdef NEUTRINOS
 #include <neutrino.H>
 #endif
+#include <rate_type.H>
 #include <reaclib_rates.H>
+#include <approximate_rates.H>
+#include <modified_rates.H>
 #include <table_rates.H>
 #include <temperature_table_rates.H>
 #include <derived_rates.H>
@@ -28,9 +31,8 @@ using namespace Rates;
 
 using namespace rate_tables;
 
-
 template<class T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void ener_gener_rate(T const& dydt, amrex::Real& enuc)
 {
 
@@ -49,17 +51,14 @@ void ener_gener_rate(T const& dydt, amrex::Real& enuc)
 }
 
 
+#ifdef SCREENING
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void evaluate_rates(const burn_t& state,
-                    const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
-                    T& rate_eval) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void evaluate_screening(const burn_t& state,
+                        const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                        T& rate_eval) {
 
-    // here Y is consistent with state.xn
-
-    [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
-
-    // Calculate Reaclib rates
+    // Evaluate screening terms
 
     using number_t = std::conditional_t<do_T_derivatives, autodiff::dual, amrex::Real>;
     number_t temp = state.T;
@@ -68,687 +67,378 @@ void evaluate_rates(const burn_t& state,
         autodiff::seed(temp);
     }
 
-#ifdef SCREENING
     plasma_state_t<number_t> pstate{};
     fill_plasma_state(pstate, temp, state.rho, Y);
-#endif
-
-    const tf_t tfactors = evaluate_tfactors(state.T);
-
-    fill_reaclib_rates<do_T_derivatives, T>(tfactors, rate_eval);
-
-    temp_tabular::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
-
-    // Calculate Derived Rates. This should go last but before approx rates.
-    fill_derived_rates<do_T_derivatives, T>(tfactors, rate_eval);
-
-    if (disable_p_C12_to_N13_reaclib) {
-        rate_eval.screened_rates(k_p_C12_to_N13_reaclib) = 0.0;
-        if constexpr (std::is_same_v<T, rate_derivs_t>) {
-            rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib) = 0.0;
-        }
-        rate_eval.screened_rates(k_N13_to_p_C12_derived) = 0.0;
-        if constexpr (std::is_same_v<T, rate_derivs_t>) {
-            rate_eval.dscreened_rates_dT(k_N13_to_p_C12_derived) = 0.0;
-        }
-    }
-
-    if (disable_He4_N13_to_p_O16_reaclib) {
-        rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib) = 0.0;
-        if constexpr (std::is_same_v<T, rate_derivs_t>) {
-            rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib) = 0.0;
-        }
-        rate_eval.screened_rates(k_p_O16_to_He4_N13_derived) = 0.0;
-        if constexpr (std::is_same_v<T, rate_derivs_t>) {
-            rate_eval.dscreened_rates_dT(k_p_O16_to_He4_N13_derived) = 0.0;
-        }
-    }
-
-
-#ifdef SCREENING
-    // Evaluate screening factors
-
-    amrex::Real ratraw, dratraw_dT;
-    amrex::Real scor, dscor_dt;
-    [[maybe_unused]] amrex::Real scor2, dscor2_dt;
 
+    amrex::Real log_scor, dlog_scor_dT;
 
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 6.0_rt, 12.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_C12_to_N13_reaclib);
-    rate_eval.screened_rates(k_p_C12_to_N13_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 6.0_rt, 12.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_C12_to_O16_reaclib);
-    rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_C12) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_C12) = dlog_scor_dT;
+        }
     }
 
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 16.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib);
-    rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_O16) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 10.0_rt, 20.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 9.0_rt, 17.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib);
-    rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ne20_to_p_Na23_derived);
-    rate_eval.screened_rates(k_He4_Ne20_to_p_Na23_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ne20_to_p_Na23_derived);
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_p_Na23_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ne20_to_C12_C12_derived);
-    rate_eval.screened_rates(k_He4_Ne20_to_C12_C12_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ne20_to_C12_C12_derived);
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_C12_C12_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_F17) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_F17) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 11.0_rt, 23.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 19.0_rt, 39.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Na23_to_Mg24_reaclib);
-    rate_eval.screened_rates(k_p_Na23_to_Mg24_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Na23_to_Mg24_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_Mg24_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Na23_to_He4_Ne20_reaclib);
-    rate_eval.screened_rates(k_p_Na23_to_He4_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Na23_to_He4_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_He4_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Na23_to_C12_C12_derived);
-    rate_eval.screened_rates(k_p_Na23_to_C12_C12_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Na23_to_C12_C12_derived);
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_C12_C12_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_K39) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_K39) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 12.0_rt, 24.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 20.0_rt, 40.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Mg24_to_Si28_reaclib);
-    rate_eval.screened_rates(k_He4_Mg24_to_Si28_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mg24_to_Si28_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_Si28_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Mg24_to_p_Al27_derived);
-    rate_eval.screened_rates(k_He4_Mg24_to_p_Al27_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mg24_to_p_Al27_derived);
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_p_Al27_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ca40) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ca40) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Mg24_to_C12_O16_derived);
-    rate_eval.screened_rates(k_He4_Mg24_to_C12_O16_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mg24_to_C12_O16_derived);
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_C12_O16_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 18.0_rt, 36.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ar36) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ar36) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 13.0_rt, 27.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 21.0_rt, 43.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Al27_to_Si28_reaclib);
-    rate_eval.screened_rates(k_p_Al27_to_Si28_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Al27_to_Si28_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_Si28_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Al27_to_He4_Mg24_reaclib);
-    rate_eval.screened_rates(k_p_Al27_to_He4_Mg24_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Al27_to_He4_Mg24_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_He4_Mg24_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Al27_to_C12_O16_derived);
-    rate_eval.screened_rates(k_p_Al27_to_C12_O16_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Al27_to_C12_O16_derived);
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_C12_O16_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Sc43) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Sc43) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 14.0_rt, 28.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 6.0_rt, 12.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Si28_to_S32_reaclib);
-    rate_eval.screened_rates(k_He4_Si28_to_S32_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Si28_to_S32_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_S32_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Si28_to_p_P31_derived);
-    rate_eval.screened_rates(k_He4_Si28_to_p_P31_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Si28_to_p_P31_derived);
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_p_P31_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Si28_to_O16_O16_derived);
-    rate_eval.screened_rates(k_He4_Si28_to_O16_O16_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Si28_to_O16_O16_derived);
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_O16_O16_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_C12) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_C12) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 15.0_rt, 31.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_P31_to_S32_reaclib);
-    rate_eval.screened_rates(k_p_P31_to_S32_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_P31_to_S32_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_P31_to_S32_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_P31_to_He4_Si28_reaclib);
-    rate_eval.screened_rates(k_p_P31_to_He4_Si28_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_P31_to_He4_Si28_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_P31_to_He4_Si28_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_P31_to_O16_O16_derived);
-    rate_eval.screened_rates(k_p_P31_to_O16_O16_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_P31_to_O16_O16_derived);
-        rate_eval.dscreened_rates_dT(k_p_P31_to_O16_O16_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 22.0_rt, 44.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ti44) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ti44) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(6.0_rt, 12.0_rt, 6.0_rt, 12.0_rt);
-        static_assert(scn_fac.z1 == 6.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib);
-    rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib);
-    rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_C12_to_Mg24_modified);
-    rate_eval.screened_rates(k_C12_C12_to_Mg24_modified) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_C12_to_Mg24_modified);
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_Mg24_modified) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 10.0_rt, 20.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ne20) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ne20) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 13.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 12.0_rt, 24.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib);
-    rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Mg24) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Mg24) = dlog_scor_dT;
+        }
     }
 
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(6.0_rt, 12.0_rt, 8.0_rt, 16.0_rt);
         static_assert(scn_fac.z1 == 6.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_O16_to_p_Al27_reaclib);
-    rate_eval.screened_rates(k_C12_O16_to_p_Al27_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_O16_to_p_Al27_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_p_Al27_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_O16_to_He4_Mg24_reaclib);
-    rate_eval.screened_rates(k_C12_O16_to_He4_Mg24_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_O16_to_He4_Mg24_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_He4_Mg24_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_O16_to_Si28_modified);
-    rate_eval.screened_rates(k_C12_O16_to_Si28_modified) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_O16_to_Si28_modified);
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_Si28_modified) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_C12_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_C12_O16) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(8.0_rt, 16.0_rt, 8.0_rt, 16.0_rt);
-        static_assert(scn_fac.z1 == 8.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_O16_O16_to_p_P31_reaclib);
-    rate_eval.screened_rates(k_O16_O16_to_p_P31_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_O16_O16_to_p_P31_reaclib);
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_p_P31_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 23.0_rt, 47.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_V47) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_V47) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_O16_O16_to_He4_Si28_reaclib);
-    rate_eval.screened_rates(k_O16_O16_to_He4_Si28_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_O16_O16_to_He4_Si28_reaclib);
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_He4_Si28_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 24.0_rt, 48.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Cr48) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Cr48) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_O16_O16_to_S32_modified);
-    rate_eval.screened_rates(k_O16_O16_to_S32_modified) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_O16_O16_to_S32_modified);
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_S32_modified) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(6.0_rt, 12.0_rt, 6.0_rt, 12.0_rt);
+        static_assert(scn_fac.z1 == 6.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_C12_C12) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_C12_C12) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 10.0_rt, 20.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 27.0_rt, 55.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ne20_to_He4_F17_reaclib);
-    rate_eval.screened_rates(k_p_Ne20_to_He4_F17_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ne20_to_He4_F17_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ne20_to_He4_F17_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Co55) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Co55) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 2.0_rt, 4.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 10.0_rt, 20.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ne20) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ne20) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac2 = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 4.0_rt, 8.0_rt);
-        static_assert(scn_fac2.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac2, scor2, dscor2_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib);
-    rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib) *= scor * scor2;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib) = ratraw * (scor * dscor2_dt + dscor_dt * scor2) + dratraw_dT * scor * scor2;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 13.0_rt, 27.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Al27) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Al27) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 16.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 25.0_rt, 51.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_O16_to_He4_N13_derived);
-    rate_eval.screened_rates(k_p_O16_to_He4_N13_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O16_to_He4_N13_derived);
-        rate_eval.dscreened_rates_dT(k_p_O16_to_He4_N13_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Mn51) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Mn51) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_O16_p_to_F17_iliadis);
-    rate_eval.screened_rates(k_O16_p_to_F17_iliadis) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_O16_p_to_F17_iliadis);
-        rate_eval.dscreened_rates_dT(k_O16_p_to_F17_iliadis) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 11.0_rt, 23.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Na23) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Na23) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 9.0_rt, 17.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 26.0_rt, 52.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_F17_to_p_Ne20_derived);
-    rate_eval.screened_rates(k_He4_F17_to_p_Ne20_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_F17_to_p_Ne20_derived);
-        rate_eval.dscreened_rates_dT(k_He4_F17_to_p_Ne20_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Fe52) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Fe52) = dlog_scor_dT;
+        }
     }
 
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 16.0_rt, 32.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_S32_to_Ar36_removed);
-    rate_eval.screened_rates(k_He4_S32_to_Ar36_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_removed);
-        rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_S32_to_p_Cl35_removed);
-    rate_eval.screened_rates(k_He4_S32_to_p_Cl35_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_removed);
-        rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_S32) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_S32) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 17.0_rt, 35.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 15.0_rt, 31.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cl35_to_Ar36_removed);
-    rate_eval.screened_rates(k_p_Cl35_to_Ar36_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_removed);
-        rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cl35_to_He4_S32_removed);
-    rate_eval.screened_rates(k_p_Cl35_to_He4_S32_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_removed);
-        rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_P31) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_P31) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 18.0_rt, 36.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 2.0_rt, 4.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ar36_to_Ca40_removed);
-    rate_eval.screened_rates(k_He4_Ar36_to_Ca40_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ar36_to_p_K39_removed);
-    rate_eval.screened_rates(k_He4_Ar36_to_p_K39_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_He4) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_He4) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 19.0_rt, 39.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 16.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_K39_to_Ca40_removed);
-    rate_eval.screened_rates(k_p_K39_to_Ca40_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_removed);
-        rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_K39_to_He4_Ar36_removed);
-    rate_eval.screened_rates(k_p_K39_to_He4_Ar36_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_removed);
-        rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_O16) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 20.0_rt, 40.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 14.0_rt, 28.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ca40_to_Ti44_removed);
-    rate_eval.screened_rates(k_He4_Ca40_to_Ti44_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_removed);
-    rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Si28) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Si28) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 21.0_rt, 43.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 17.0_rt, 35.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Sc43_to_Ti44_removed);
-    rate_eval.screened_rates(k_p_Sc43_to_Ti44_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_removed);
-        rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Cl35) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Cl35) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_removed);
-    rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_removed);
-        rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(8.0_rt, 16.0_rt, 8.0_rt, 16.0_rt);
+        static_assert(scn_fac.z1 == 8.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_O16_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_O16_O16) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 22.0_rt, 44.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 4.0_rt, 8.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ti44_to_Cr48_removed);
-    rate_eval.screened_rates(k_He4_Ti44_to_Cr48_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ti44_to_p_V47_removed);
-    rate_eval.screened_rates(k_He4_Ti44_to_p_V47_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Be8) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Be8) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 23.0_rt, 47.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_V47_to_Cr48_removed);
-    rate_eval.screened_rates(k_p_V47_to_Cr48_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_removed);
-        rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_V47_to_He4_Ti44_removed);
-    rate_eval.screened_rates(k_p_V47_to_He4_Ti44_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_removed);
-        rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 13.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_N13) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_N13) = dlog_scor_dT;
+        }
     }
 
+}
+#endif
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 24.0_rt, 48.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
 
-    ratraw = rate_eval.screened_rates(k_He4_Cr48_to_Fe52_removed);
-    rate_eval.screened_rates(k_He4_Cr48_to_Fe52_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cr48_to_Fe52_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Cr48_to_Fe52_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+template <int do_T_derivatives, typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void evaluate_rates(const burn_t& state,
+                    const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                    T& rate_eval) {
 
-    ratraw = rate_eval.screened_rates(k_He4_Cr48_to_p_Mn51_removed);
-    rate_eval.screened_rates(k_He4_Cr48_to_p_Mn51_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cr48_to_p_Mn51_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Cr48_to_p_Mn51_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    // here Y is consistent with state.xn
 
+    [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 25.0_rt, 51.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
+    const tf_t tfactors = evaluate_tfactors(state.T);
 
-    ratraw = rate_eval.screened_rates(k_p_Mn51_to_Fe52_removed);
-    rate_eval.screened_rates(k_p_Mn51_to_Fe52_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_removed);
-        rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    // Precompute screening terms
 
-    ratraw = rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_removed);
-    rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_removed);
-        rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+#ifdef SCREENING
+    evaluate_screening<do_T_derivatives, T>(state, Y, rate_eval);
+#endif
 
+    // Fill in different rates
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 26.0_rt, 52.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
+    fill_reaclib_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
-    ratraw = rate_eval.screened_rates(k_He4_Fe52_to_Ni56_removed);
-    rate_eval.screened_rates(k_He4_Fe52_to_Ni56_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    temp_tabular::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
-    ratraw = rate_eval.screened_rates(k_He4_Fe52_to_p_Co55_removed);
-    rate_eval.screened_rates(k_He4_Fe52_to_p_Co55_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_Co55_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_Co55_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    // fill modified rates next -- these can have ReacLib or
+    // TemperatureTabular/StarLib rates as the original rate
+    modified_rates::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
+    // Calculate Derived Rates next. This should go last but before
+    // approx rates, since those may have ReacLibRate,
+    // TemperatureTabularRate / StarLibRate, or DerivedRate as the
+    // underlying rate.
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 27.0_rt, 55.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
+    fill_derived_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
-    ratraw = rate_eval.screened_rates(k_p_Co55_to_Ni56_removed);
-    rate_eval.screened_rates(k_p_Co55_to_Ni56_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_removed);
-        rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+    if (disable_p_C12_to_N13_reaclib) {
+        rate_eval.screened_rates(k_p_C12_to_N13_reaclib) = 0.0;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib) = 0.0;
+        }
+        rate_eval.screened_rates(k_N13_to_p_C12_derived) = 0.0;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_N13_to_p_C12_derived) = 0.0;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_removed);
-    rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_removed);
-        rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+    if (disable_He4_N13_to_p_O16_reaclib) {
+        rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib) = 0.0;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib) = 0.0;
+        }
+        rate_eval.screened_rates(k_p_O16_to_He4_N13_derived) = 0.0;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O16_to_He4_N13_derived) = 0.0;
+        }
     }
 
-#endif
 
     // Fill approximate rates
 
     fill_approx_rates<do_T_derivatives, T>(tfactors, state.rho, Y, rate_eval);
 
-    // Calculate tabular rates
+    // Calculate tabular weak rates
 
     [[maybe_unused]] amrex::Real rate, drate_dt, edot_nu, edot_gamma;
 
@@ -760,7 +450,7 @@ void evaluate_rates(const burn_t& state,
 
 // backwards-compatible wrapper
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void evaluate_rates(const burn_t& state,
                     T& rate_eval) {
 
@@ -775,17 +465,19 @@ void evaluate_rates(const burn_t& state,
 
 
 #ifdef NSE_NET
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_ydot_weak(const burn_t& state,
-             amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
-             amrex::Real& enuc_weak,
-             [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y) {
+                   amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
+                   amrex::Real& enuc_weak,
+                   [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y) {
     ///
     /// Calculate Ydots contribute only from weak reactions.
     /// This is used to calculate dyedt and energy generation from
     /// weak reactions for self-consistent NSE
     ///
 
+    using namespace modified_rates;
+    using namespace temp_tabular;
 
     // initialize ydot_nuc to 0
 
@@ -795,12 +487,13 @@ void get_ydot_weak(const burn_t& state,
 
     rate_t rate_eval;
 
-    [[maybe_unused]] amrex::Real rate, drate_dt, edot_nu, edot_gamma;
+    constexpr int do_T_derivatives = 0;
+    [[maybe_unused]] amrex::Real rate, drate_dT, edot_nu, edot_gamma;
     [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
 
     rate_eval.enuc_weak = 0.0_rt;
 
-    // Calculate tabular rates and get ydot_weak
+    // Compute all weak rates and get ydot_weak
 
 
     ydot_nuc(H1) = 0.0_rt;
@@ -846,7 +539,7 @@ void get_ydot_weak(const burn_t& state,
 #endif
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void rhs_nuc(const burn_t& state,
              amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
              const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
@@ -992,7 +685,7 @@ void rhs_nuc(const burn_t& state,
 }
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void actual_rhs (const burn_t& state, amrex::Array1D<amrex::Real, 1, neqs>& ydot)
 {
 
@@ -1039,7 +732,7 @@ void actual_rhs (const burn_t& state, amrex::Array1D<amrex::Real, 1, neqs>& ydot
 
 
 template<class MatrixType>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void jac_nuc(const burn_t& state,
              MatrixType& jac,
              const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
@@ -1915,7 +1608,7 @@ void jac_nuc(const burn_t& state,
 
 
 template<class MatrixType>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void actual_jac(const burn_t& state, MatrixType& jac)
 {
 
diff --git a/networks/he-burn/ase-test/approximate_rates.H b/networks/he-burn/ase-test/approximate_rates.H
new file mode 100644
index 0000000000..cb7a05d244
--- /dev/null
+++ b/networks/he-burn/ase-test/approximate_rates.H
@@ -0,0 +1,355 @@
+#ifndef APPROXIMATE_RATES_H
+#define APPROXIMATE_RATES_H
+
+#include <AMReX.H>
+#include <AMReX_Print.H>
+
+#include <tfactors.H>
+#include <actual_network.H>
+#include <rate_type.H>
+
+using namespace Rates;
+using namespace Species;
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_S32_He4_to_Ar36_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Cl35_to_Ar36_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Cl35_to_He4_S32_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ag = rate_eval.screened_rates(k_He4_S32_to_Ar36_reaclib);
+    amrex::Real r_ap = rate_eval.screened_rates(k_He4_S32_to_p_Cl35_derived);
+    rate = r_ag + r_ap * r_pg * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_reaclib);
+        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_reaclib);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ar36_to_S32_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Cl35_to_Ar36_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Cl35_to_He4_S32_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ga = rate_eval.screened_rates(k_Ar36_to_He4_S32_derived);
+    amrex::Real r_gp = rate_eval.screened_rates(k_Ar36_to_p_Cl35_derived);
+    rate = r_ga + r_gp * r_pa * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ar36_to_He4_S32_derived);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_reaclib);
+        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ar36_to_p_Cl35_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ar36_He4_to_Ca40_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_K39_to_Ca40_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_K39_to_He4_Ar36_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ar36_to_Ca40_reaclib);
+    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ar36_to_p_K39_derived);
+    rate = r_ag + r_ap * r_pg * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_reaclib);
+        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_reaclib);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca40_to_Ar36_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_K39_to_Ca40_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_K39_to_He4_Ar36_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ga = rate_eval.screened_rates(k_Ca40_to_He4_Ar36_derived);
+    amrex::Real r_gp = rate_eval.screened_rates(k_Ca40_to_p_K39_derived);
+    rate = r_ga + r_gp * r_pa * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ca40_to_He4_Ar36_derived);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_reaclib);
+        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ca40_to_p_K39_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca40_He4_to_Ti44_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Sc43_to_Ti44_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ca40_to_Ti44_reaclib);
+    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_derived);
+    rate = r_ag + r_ap * r_pg * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_reaclib);
+        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_reaclib);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti44_to_Ca40_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Sc43_to_Ti44_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ga = rate_eval.screened_rates(k_Ti44_to_He4_Ca40_derived);
+    amrex::Real r_gp = rate_eval.screened_rates(k_Ti44_to_p_Sc43_derived);
+    rate = r_ga + r_gp * r_pa * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ti44_to_He4_Ca40_derived);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_reaclib);
+        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ti44_to_p_Sc43_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti44_He4_to_Cr48_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_V47_to_Cr48_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_V47_to_He4_Ti44_derived);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ti44_to_Cr48_reaclib);
+    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ti44_to_p_V47_reaclib);
+    rate = r_ag + r_ap * r_pg * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_reaclib);
+        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_reaclib);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_reaclib);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_derived);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr48_to_Ti44_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_V47_to_Cr48_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_V47_to_He4_Ti44_derived);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ga = rate_eval.screened_rates(k_Cr48_to_He4_Ti44_derived);
+    amrex::Real r_gp = rate_eval.screened_rates(k_Cr48_to_p_V47_derived);
+    rate = r_ga + r_gp * r_pa * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Cr48_to_He4_Ti44_derived);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_derived);
+        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Cr48_to_p_V47_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr48_He4_to_Fe52_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Mn51_to_Fe52_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_derived);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Cr48_to_Fe52_reaclib);
+    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Cr48_to_p_Mn51_reaclib);
+    rate = r_ag + r_ap * r_pg * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Cr48_to_Fe52_reaclib);
+        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Cr48_to_p_Mn51_reaclib);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_reaclib);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_derived);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe52_to_Cr48_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Mn51_to_Fe52_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_derived);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ga = rate_eval.screened_rates(k_Fe52_to_He4_Cr48_derived);
+    amrex::Real r_gp = rate_eval.screened_rates(k_Fe52_to_p_Mn51_derived);
+    rate = r_ga + r_gp * r_pa * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Fe52_to_He4_Cr48_derived);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_derived);
+        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Fe52_to_p_Mn51_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe52_He4_to_Ni56_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Co55_to_Ni56_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_derived);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Fe52_to_Ni56_reaclib);
+    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Fe52_to_p_Co55_reaclib);
+    rate = r_ag + r_ap * r_pg * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_reaclib);
+        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_Co55_reaclib);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_reaclib);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_derived);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni56_to_Fe52_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Co55_to_Ni56_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_derived);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ga = rate_eval.screened_rates(k_Ni56_to_He4_Fe52_derived);
+    amrex::Real r_gp = rate_eval.screened_rates(k_Ni56_to_p_Co55_derived);
+    rate = r_ga + r_gp * r_pa * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ni56_to_He4_Fe52_derived);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_derived);
+        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ni56_to_p_Co55_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+
+
+template <int do_T_derivatives, typename T>
+AMREX_GPU_HOST_DEVICE AMREX_INLINE
+void
+fill_approx_rates([[maybe_unused]] const tf_t& tfactors,
+                  [[maybe_unused]] const amrex::Real rho,
+                  [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                  [[maybe_unused]] T& rate_eval)
+{
+
+    [[maybe_unused]] amrex::Real rate{};
+    [[maybe_unused]] amrex::Real drate_dT{};
+
+    rate_S32_He4_to_Ar36_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_S32_He4_to_Ar36_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_S32_He4_to_Ar36_approx) = drate_dT;
+    }
+
+    rate_Ar36_to_S32_He4_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ar36_to_S32_He4_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ar36_to_S32_He4_approx) = drate_dT;
+    }
+
+    rate_Ar36_He4_to_Ca40_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ar36_He4_to_Ca40_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ar36_He4_to_Ca40_approx) = drate_dT;
+    }
+
+    rate_Ca40_to_Ar36_He4_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ca40_to_Ar36_He4_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ca40_to_Ar36_He4_approx) = drate_dT;
+    }
+
+    rate_Ca40_He4_to_Ti44_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ca40_He4_to_Ti44_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ca40_He4_to_Ti44_approx) = drate_dT;
+    }
+
+    rate_Ti44_to_Ca40_He4_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ti44_to_Ca40_He4_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ti44_to_Ca40_He4_approx) = drate_dT;
+    }
+
+    rate_Ti44_He4_to_Cr48_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ti44_He4_to_Cr48_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ti44_He4_to_Cr48_approx) = drate_dT;
+    }
+
+    rate_Cr48_to_Ti44_He4_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Cr48_to_Ti44_He4_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Cr48_to_Ti44_He4_approx) = drate_dT;
+    }
+
+    rate_Cr48_He4_to_Fe52_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Cr48_He4_to_Fe52_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Cr48_He4_to_Fe52_approx) = drate_dT;
+    }
+
+    rate_Fe52_to_Cr48_He4_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Fe52_to_Cr48_He4_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Fe52_to_Cr48_He4_approx) = drate_dT;
+    }
+
+    rate_Fe52_He4_to_Ni56_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Fe52_He4_to_Ni56_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Fe52_He4_to_Ni56_approx) = drate_dT;
+    }
+
+    rate_Ni56_to_Fe52_He4_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ni56_to_Fe52_He4_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ni56_to_Fe52_He4_approx) = drate_dT;
+    }
+
+
+}
+
+#endif
diff --git a/networks/he-burn/ase-test/ase_test.png b/networks/he-burn/ase-test/ase_test.png
index 45fe45d38f..542646f957 100644
Binary files a/networks/he-burn/ase-test/ase_test.png and b/networks/he-burn/ase-test/ase_test.png differ
diff --git a/networks/he-burn/ase-test/derived_rates.H b/networks/he-burn/ase-test/derived_rates.H
index 63dad30b04..473d682aa0 100644
--- a/networks/he-burn/ase-test/derived_rates.H
+++ b/networks/he-burn/ase-test/derived_rates.H
@@ -10,8 +10,8 @@
 using namespace Rates;
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_N13_to_p_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_N13_to_p_C12_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // N13 --> p + C12
 
@@ -49,13 +49,13 @@ void rate_N13_to_p_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  40.059128683693466 + -22.553277271250543 * tfactors.T9i + -13.692 * tfactors.T913i + -0.230881 * tfactors.T913
                          + 4.44362 * tfactors.T9 + -3.15898 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  22.553277271250543 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -13.692 * tfactors.T943i + (1.0/3.0) * -0.230881 * tfactors.T923i
                                   + 4.44362 + (5.0/3.0) * -3.15898 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -70,13 +70,13 @@ void rate_N13_to_p_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  40.45372868369347 + -26.331767271250545 * tfactors.T9i + -5.10735 * tfactors.T913i + -2.24111 * tfactors.T913
                          + 0.148883 * tfactors.T9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  26.331767271250545 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -5.10735 * tfactors.T943i + (1.0/3.0) * -2.24111 * tfactors.T923i
                                   + 0.148883;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -90,8 +90,8 @@ void rate_N13_to_p_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_to_He4_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O16_to_He4_C12_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // O16 --> He4 + C12
 
@@ -128,13 +128,13 @@ void rate_O16_to_He4_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  279.29694929711803 + -84.95157686791683 * tfactors.T9i + 103.411 * tfactors.T913i + -420.567 * tfactors.T913
                          + 64.0874 * tfactors.T9 + -12.4624 * tfactors.T953 + 138.803 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  84.95157686791683 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 103.411 * tfactors.T943i + (1.0/3.0) * -420.567 * tfactors.T923i
                                   + 64.0874 + (5.0/3.0) * -12.4624 * tfactors.T923 + 138.803 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -149,13 +149,13 @@ void rate_O16_to_He4_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  94.31554929711803 + -84.50314686791683 * tfactors.T9i + 58.9128 * tfactors.T913i + -148.273 * tfactors.T913
                          + 9.08324 * tfactors.T9 + -0.541041 * tfactors.T953 + 71.8554 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  84.50314686791683 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 58.9128 * tfactors.T943i + (1.0/3.0) * -148.273 * tfactors.T923i
                                   + 9.08324 + (5.0/3.0) * -0.541041 * tfactors.T923 + 71.8554 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -169,8 +169,8 @@ void rate_O16_to_He4_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ne20 --> He4 + O16
 
@@ -205,12 +205,12 @@ void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     // ReacLib set derived from co10r
     ln_set_rate =  28.644822801502126 + -65.24608327101186 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  65.24608327101186 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -225,13 +225,13 @@ void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  48.662112801502126 + -54.887583271011856 * tfactors.T9i + -39.7262 * tfactors.T913i + -0.210799 * tfactors.T913
                          + 0.442879 * tfactors.T9 + -0.0797753 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  54.887583271011856 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.7262 * tfactors.T943i + (1.0/3.0) * -0.210799 * tfactors.T923i
                                   + 0.442879 + (5.0/3.0) * -0.0797753 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -246,13 +246,13 @@ void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  34.267592801502126 + -67.65188327101185 * tfactors.T9i + -3.65925 * tfactors.T913
                          + 0.714224 * tfactors.T9 + -0.00107508 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  67.65188327101185 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -3.65925 * tfactors.T923i
                                   + 0.714224 + (5.0/3.0) * -0.00107508 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -266,8 +266,8 @@ void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Mg24 --> p + Na23
 
@@ -303,13 +303,13 @@ void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  34.107544561463015 + -138.96838756220697 * tfactors.T9i + -0.360588 * tfactors.T913
                          + 1.4187 * tfactors.T9 + -0.184061 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  138.96838756220697 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.360588 * tfactors.T923i
                                   + 1.4187 + (5.0/3.0) * -0.184061 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -323,12 +323,12 @@ void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     // ReacLib set derived from il10r
     ln_set_rate =  20.02229456146302 + -137.30028756220696 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  137.30028756220696 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -343,13 +343,13 @@ void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  43.95564456146302 + -135.68809756220696 * tfactors.T9i + -20.6428 * tfactors.T913i + 1.52954 * tfactors.T913
                          + 2.7487 * tfactors.T9 + -1.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  135.68809756220696 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -20.6428 * tfactors.T943i + (1.0/3.0) * 1.52954 * tfactors.T923i
                                   + 2.7487 + (5.0/3.0) * -1.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -363,8 +363,8 @@ void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Mg24 --> He4 + Ne20
 
@@ -400,13 +400,13 @@ void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  16.022538839949377 + -120.89510873006793 * tfactors.T9i + 16.9229 * tfactors.T913
                          + -2.57325 * tfactors.T9 + 0.208997 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  120.89510873006793 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 16.9229 * tfactors.T923i
                                   + -2.57325 + (5.0/3.0) * 0.208997 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -420,12 +420,12 @@ void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amre
     // ReacLib set derived from il10r
     ln_set_rate =  26.803878839949377 + -117.33446873006793 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  117.33446873006793 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -439,12 +439,12 @@ void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amre
     // ReacLib set derived from il10r
     ln_set_rate =  -13.884691160050625 + -110.62025873006793 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  110.62025873006793 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -459,13 +459,13 @@ void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  49.32660883994937 + -108.11420873006793 * tfactors.T9i + -46.2525 * tfactors.T913i + 5.58901 * tfactors.T913
                          + 7.61843 * tfactors.T9 + -3.683 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  108.11420873006793 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -46.2525 * tfactors.T943i + (1.0/3.0) * 5.58901 * tfactors.T923i
                                   + 7.61843 + (5.0/3.0) * -3.683 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -479,8 +479,8 @@ void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Si28 --> p + Al27
 
@@ -516,13 +516,13 @@ void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  11.796402252999236 + -136.3412367256539 * tfactors.T9i + 23.8634 * tfactors.T913
                          + -3.70135 * tfactors.T9 + 0.28964 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  136.3412367256539 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 23.8634 * tfactors.T923i
                                   + -3.70135 + (5.0/3.0) * 0.28964 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -537,13 +537,13 @@ void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  111.48620225299923 + -134.8245897256539 * tfactors.T9i + -26.8327 * tfactors.T913i + -116.137 * tfactors.T913
                          + 0.00950567 * tfactors.T9 + 0.00999755 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  134.8245897256539 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -26.8327 * tfactors.T943i + (1.0/3.0) * -116.137 * tfactors.T923i
                                   + 0.00950567 + (5.0/3.0) * 0.00999755 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -558,13 +558,13 @@ void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  46.569302252999236 + -134.4372767256539 * tfactors.T9i + -23.2205 * tfactors.T913i
                          + -2.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  134.4372767256539 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -23.2205 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -578,8 +578,8 @@ void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Si28_to_He4_Mg24_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Si28_to_He4_Mg24_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Si28 --> He4 + Mg24
 
@@ -614,12 +614,12 @@ void rate_Si28_to_He4_Mg24_derived(const tf_t& tfactors, amrex::Real& rate, amre
     // ReacLib set derived from st08r
     ln_set_rate =  32.902724006057724 + -131.4900751873663 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  131.4900751873663 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -634,13 +634,13 @@ void rate_Si28_to_He4_Mg24_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -25.68644599394228 + -128.6942751873663 * tfactors.T9i + 21.3721 * tfactors.T913i + 37.7649 * tfactors.T913
                          + -4.10635 * tfactors.T9 + 0.249618 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  128.6942751873663 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 21.3721 * tfactors.T943i + (1.0/3.0) * 37.7649 * tfactors.T923i
                                   + -4.10635 + (5.0/3.0) * 0.249618 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -654,8 +654,8 @@ void rate_Si28_to_He4_Mg24_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_S32_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_S32_to_p_P31_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // S32 --> p + P31
 
@@ -691,13 +691,13 @@ void rate_S32_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  25.192389422303183 + -106.63906812813134 * tfactors.T9i + 8.09341 * tfactors.T913
                          + -0.615971 * tfactors.T9 + 0.031159 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  106.63906812813134 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 8.09341 * tfactors.T923i
                                   + -0.615971 + (5.0/3.0) * 0.031159 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -711,12 +711,12 @@ void rate_S32_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // ReacLib set derived from il10r
     ln_set_rate =  21.702443422303183 + -105.12160812813134 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  105.12160812813134 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -731,13 +731,13 @@ void rate_S32_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  43.630433422303184 + -102.86202812813134 * tfactors.T9i + -25.3278 * tfactors.T913i + 6.4931 * tfactors.T913
                          + -9.27513 * tfactors.T9 + -0.610439 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  102.86202812813134 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -25.3278 * tfactors.T943i + (1.0/3.0) * 6.4931 * tfactors.T923i
                                   + -9.27513 + (5.0/3.0) * -0.610439 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -751,8 +751,8 @@ void rate_S32_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_S32_to_He4_Si28_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_S32_to_He4_Si28_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // S32 --> He4 + Si28
 
@@ -788,13 +788,13 @@ void rate_S32_to_He4_Si28_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  72.8147025119699 + -80.62419844573513 * tfactors.T9i + -59.4896 * tfactors.T913i + 4.47205 * tfactors.T913
                          + -4.78989 * tfactors.T9 + 0.557201 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  80.62419844573513 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -59.4896 * tfactors.T943i + (1.0/3.0) * 4.47205 * tfactors.T923i
                                   + -4.78989 + (5.0/3.0) * 0.557201 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -808,8 +808,8 @@ void rate_S32_to_He4_Si28_derived(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // C12 --> 3 He4
 
@@ -841,13 +841,13 @@ void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  34.96090397991297 + -85.44440046993657 * tfactors.T9i + -23.57 * tfactors.T913i + 20.4886 * tfactors.T913
                          + -12.9882 * tfactors.T9 + -20.0 * tfactors.T953 + 0.8333300000000001 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  85.44440046993657 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -23.57 * tfactors.T943i + (1.0/3.0) * 20.4886 * tfactors.T923i
                                   + -12.9882 + (5.0/3.0) * -20.0 * tfactors.T923 + 0.8333300000000001 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -862,13 +862,13 @@ void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  45.77825197991297 + -84.41994046993656 * tfactors.T9i + -37.06 * tfactors.T913i + 29.3493 * tfactors.T913
                          + -115.507 * tfactors.T9 + -10.0 * tfactors.T953 + 1.66667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  84.41994046993656 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -37.06 * tfactors.T943i + (1.0/3.0) * 29.3493 * tfactors.T923i
                                   + -115.507 + (5.0/3.0) * -10.0 * tfactors.T923 + 1.66667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -883,13 +883,13 @@ void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  22.398803979912973 + -88.54650046993656 * tfactors.T9i + -13.49 * tfactors.T913i + 21.4259 * tfactors.T913
                          + -1.34769 * tfactors.T9 + 0.0879816 * tfactors.T953 + -10.1653 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  88.54650046993656 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -13.49 * tfactors.T943i + (1.0/3.0) * 21.4259 * tfactors.T923i
                                   + -1.34769 + (5.0/3.0) * 0.0879816 * tfactors.T923 + -10.1653 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -903,8 +903,8 @@ void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O16_to_He4_N13_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O16_to_He4_N13_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // O16 + p --> He4 + N13
 
@@ -947,13 +947,13 @@ void rate_p_O16_to_He4_N13_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  42.21642061342456 + -60.557329596678294 * tfactors.T9i + -35.829 * tfactors.T913i + -0.530275 * tfactors.T913
                          + -0.982462 * tfactors.T9 + 0.0808059 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  60.557329596678294 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -35.829 * tfactors.T943i + (1.0/3.0) * -0.530275 * tfactors.T923i
                                   + -0.982462 + (5.0/3.0) * 0.0808059 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -967,8 +967,8 @@ void rate_p_O16_to_He4_N13_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_F17_to_p_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_F17_to_p_Ne20_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // F17 + He4 --> p + Ne20
 
@@ -1010,13 +1010,13 @@ void rate_He4_F17_to_p_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  38.645331236377224 + -0.004848799532844339 * tfactors.T9i + -43.18 * tfactors.T913i + 4.46827 * tfactors.T913
                          + -1.63915 * tfactors.T9 + 0.123483 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  0.004848799532844339 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -43.18 * tfactors.T943i + (1.0/3.0) * 4.46827 * tfactors.T923i
                                   + -1.63915 + (5.0/3.0) * 0.123483 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1030,8 +1030,8 @@ void rate_He4_F17_to_p_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ne20 + He4 --> p + Na23
 
@@ -1073,13 +1073,13 @@ void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -6.360024278486355 + -29.889658832139027 * tfactors.T9i + 19.7297 * tfactors.T913
                          + -2.20987 * tfactors.T9 + 0.153374 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  29.889658832139027 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 19.7297 * tfactors.T923i
                                   + -2.20987 + (5.0/3.0) * 0.153374 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1094,13 +1094,13 @@ void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  0.24516522151364528 + -29.434918832139026 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  29.434918832139026 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1115,13 +1115,13 @@ void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  19.202935721513644 + -27.573888832139026 * tfactors.T9i + -20.0024 * tfactors.T913i + 11.5988 * tfactors.T913
                          + -1.37398 * tfactors.T9 + -1.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  27.573888832139026 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -20.0024 * tfactors.T943i + (1.0/3.0) * 11.5988 * tfactors.T923i
                                   + -1.37398 + (5.0/3.0) * -1.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1135,8 +1135,8 @@ void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ne20_to_C12_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ne20_to_C12_C12_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ne20 + He4 --> C12 + C12
 
@@ -1173,13 +1173,13 @@ void rate_He4_Ne20_to_C12_C12_derived(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  61.474151468919175 + -53.57824966896331 * tfactors.T9i + -84.165 * tfactors.T913i + -1.56627 * tfactors.T913
                          + -0.0736084 * tfactors.T9 + -0.072797 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  53.57824966896331 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -84.165 * tfactors.T943i + (1.0/3.0) * -1.56627 * tfactors.T923i
                                   + -0.0736084 + (5.0/3.0) * -0.072797 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1193,8 +1193,8 @@ void rate_He4_Ne20_to_C12_C12_derived(const tf_t& tfactors, amrex::Real& rate, a
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Na23_to_C12_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Na23_to_C12_C12_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Na23 + p --> C12 + C12
 
@@ -1231,13 +1231,13 @@ void rate_p_Na23_to_C12_C12_derived(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  60.92541574740554 + -26.004360836807496 * tfactors.T9i + -84.165 * tfactors.T913i + -1.4191 * tfactors.T913
                          + -0.114619 * tfactors.T9 + -0.070307 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  26.004360836807496 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -84.165 * tfactors.T943i + (1.0/3.0) * -1.4191 * tfactors.T923i
                                   + -0.114619 + (5.0/3.0) * -0.070307 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1251,8 +1251,8 @@ void rate_p_Na23_to_C12_C12_derived(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Mg24 + He4 --> p + Al27
 
@@ -1294,13 +1294,13 @@ void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -6.4280417530584835 + -22.818701538287602 * tfactors.T9i + 18.0416 * tfactors.T913
                          + -1.54137 * tfactors.T9 + 0.0847506 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  22.818701538287602 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 18.0416 * tfactors.T923i
                                   + -1.54137 + (5.0/3.0) * 0.0847506 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1315,13 +1315,13 @@ void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -26.268451753058486 + -19.5392135382876 * tfactors.T9i + 5.18642 * tfactors.T913i + -34.7936 * tfactors.T913
                          + 168.225 * tfactors.T9 + -115.825 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  19.5392135382876 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 5.18642 * tfactors.T943i + (1.0/3.0) * -34.7936 * tfactors.T923i
                                   + 168.225 + (5.0/3.0) * -115.825 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1336,13 +1336,13 @@ void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  30.057448246941515 + -18.576201538287602 * tfactors.T9i + -26.4162 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  18.576201538287602 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -26.4162 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1356,8 +1356,8 @@ void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mg24_to_C12_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mg24_to_C12_O16_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Mg24 + He4 --> C12 + O16
 
@@ -1399,13 +1399,13 @@ void rate_He4_Mg24_to_C12_O16_derived(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  49.57295819231048 + -78.2098115311048 * tfactors.T9i + -133.413 * tfactors.T913i + 50.1572 * tfactors.T913
                          + -3.15987 * tfactors.T9 + 0.0178251 * tfactors.T953 + -23.7027 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  78.2098115311048 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -133.413 * tfactors.T943i + (1.0/3.0) * 50.1572 * tfactors.T923i
                                   + -3.15987 + (5.0/3.0) * 0.0178251 * tfactors.T923 + -23.7027 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1419,8 +1419,8 @@ void rate_He4_Mg24_to_C12_O16_derived(const tf_t& tfactors, amrex::Real& rate, a
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Al27_to_C12_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Al27_to_C12_O16_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Al27 + p --> C12 + O16
 
@@ -1462,13 +1462,13 @@ void rate_p_Al27_to_C12_O16_derived(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  68.96430994536895 + -59.8005159928172 * tfactors.T9i + -119.242 * tfactors.T913i + 13.3667 * tfactors.T913
                          + 0.295425 * tfactors.T9 + -0.267288 * tfactors.T953 + -9.91729 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  59.8005159928172 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -119.242 * tfactors.T943i + (1.0/3.0) * 13.3667 * tfactors.T923i
                                   + 0.295425 + (5.0/3.0) * -0.267288 * tfactors.T923 + -9.91729 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1482,8 +1482,8 @@ void rate_p_Al27_to_C12_O16_derived(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Si28 + He4 --> p + P31
 
@@ -1525,13 +1525,13 @@ void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -11.415669089666713 + -25.663579682396225 * tfactors.T9i + 21.521 * tfactors.T913
                          + -1.90355 * tfactors.T9 + 0.092724 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  25.663579682396225 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 21.521 * tfactors.T923i
                                   + -1.90355 + (5.0/3.0) * 0.092724 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1546,13 +1546,13 @@ void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -13.441669089666712 + -24.114989682396224 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  24.114989682396224 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1567,13 +1567,13 @@ void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  60.360230910333286 + -22.237829682396224 * tfactors.T9i + -31.932 * tfactors.T913i + -77.0334 * tfactors.T913
                          + -43.6847 * tfactors.T9 + -4.28955 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  22.237829682396224 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -31.932 * tfactors.T943i + (1.0/3.0) * -77.0334 * tfactors.T923i
                                   + -43.6847 + (5.0/3.0) * -4.28955 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1587,8 +1587,8 @@ void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Si28_to_O16_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Si28_to_O16_O16_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Si28 + He4 --> O16 + O16
 
@@ -1624,13 +1624,13 @@ void rate_He4_Si28_to_O16_O16_derived(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  97.78921572069022 + -111.60083385054465 * tfactors.T9i + -119.324 * tfactors.T913i + -32.2497 * tfactors.T913
                          + 1.46214 * tfactors.T9 + -0.200893 * tfactors.T953 + 13.2148 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  111.60083385054465 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -119.324 * tfactors.T943i + (1.0/3.0) * -32.2497 * tfactors.T923i
                                   + 1.46214 + (5.0/3.0) * -0.200893 * tfactors.T923 + 13.2148 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1644,8 +1644,8 @@ void rate_He4_Si28_to_O16_O16_derived(const tf_t& tfactors, amrex::Real& rate, a
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_P31_to_O16_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_P31_to_O16_O16_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // P31 + p --> O16 + O16
 
@@ -1681,13 +1681,13 @@ void rate_p_P31_to_O16_O16_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  86.33118481035693 + -88.87103716814843 * tfactors.T9i + -145.844 * tfactors.T913i + 8.72612 * tfactors.T913
                          + -0.554035 * tfactors.T9 + -0.137562 * tfactors.T953 + -6.88807 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  88.87103716814843 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -145.844 * tfactors.T943i + (1.0/3.0) * 8.72612 * tfactors.T923i
                                   + -0.554035 + (5.0/3.0) * -0.137562 * tfactors.T923 + -6.88807 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1701,8 +1701,8 @@ void rate_p_P31_to_O16_O16_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mg24_to_C12_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mg24_to_C12_C12_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Mg24 --> C12 + C12
 
@@ -1733,13 +1733,13 @@ void rate_Mg24_to_C12_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  12.203060308868553 + -191.84225839903127 * tfactors.T9i + 11.4826 * tfactors.T913
                          + 1.82849 * tfactors.T9 + -0.34844 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  191.84225839903127 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 11.4826 * tfactors.T923i
                                   + 1.82849 + (5.0/3.0) * -0.34844 * tfactors.T923 + 1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1753,8 +1753,8 @@ void rate_Mg24_to_C12_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_S32_to_O16_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_S32_to_O16_O16_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // S32 --> O16 + O16
 
@@ -1784,13 +1784,13 @@ void rate_S32_to_O16_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  102.9883182326601 + -192.3301592962798 * tfactors.T9i + -120.83 * tfactors.T913i + -7.72334 * tfactors.T913
                          + -2.27939 * tfactors.T9 + 0.167655 * tfactors.T953 + 9.12001 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  192.3301592962798 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -120.83 * tfactors.T943i + (1.0/3.0) * -7.72334 * tfactors.T923i
                                   + -2.27939 + (5.0/3.0) * 0.167655 * tfactors.T923 + 9.12001 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1804,8 +1804,8 @@ void rate_S32_to_O16_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Si28_to_C12_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Si28_to_C12_O16_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Si28 --> C12 + O16
 
@@ -1841,13 +1841,13 @@ void rate_Si28_to_C12_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -106.3111878016318 + -195.9077167184711 * tfactors.T9i + -293.089 * tfactors.T913i + 414.404 * tfactors.T913
                          + -28.0562 * tfactors.T9 + 1.61807 * tfactors.T953 + -176.78 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  195.9077167184711 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -293.089 * tfactors.T943i + (1.0/3.0) * 414.404 * tfactors.T923i
                                   + -28.0562 + (5.0/3.0) * 1.61807 * tfactors.T923 + -176.78 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1861,8 +1861,8 @@ void rate_Si28_to_C12_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_F17_to_O16_p_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_F17_to_O16_p_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // F17 --> O16 + p
 
@@ -1898,7 +1898,7 @@ void rate_F17_to_O16_p_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // Apply Equilibrium Ratio
     constexpr amrex::Real Q_kBGK = -0.6002689639985703 * 1.0e-9_rt / C::k_MeV;
     amrex::Real Q_kBT = Q_kBGK * tfactors.T9i;
-    _rate += 21.841444037879352 + Q_kBT + net_log_pf;
+    _rate += 21.841444037879352 + Q_kBT + net_log_pf + log_scor;
     _rate += 1.5 * tfactors.lnT9;
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1908,15 +1908,15 @@ void rate_F17_to_O16_p_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // we found dlog(rate)/dlog(T9)
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         // Convert to dlog(rate)/dT9 first
-        _drate_dT = (_drate_dT + 1.5 - Q_kBT) * tfactors.T9i + net_dlog_pf_dT9;
+        _drate_dT = (_drate_dT + 1.5 - Q_kBT) * tfactors.T9i + net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
         drate_dT = rate * _drate_dT * 1.0e-9_rt;
     }
 
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_S32_to_p_Cl35_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // S32 + He4 --> p + Cl35
 
@@ -1958,13 +1958,13 @@ void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -0.8597847344696254 + -25.589703706656966 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  25.589703706656966 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1979,13 +1979,13 @@ void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -57.37716473446963 + -22.187684706656967 * tfactors.T9i + 25.5338 * tfactors.T913
                          + 6.45824 * tfactors.T9 + -0.950294 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  22.187684706656967 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 25.5338 * tfactors.T923i
                                   + 6.45824 + (5.0/3.0) * -0.950294 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2000,13 +2000,13 @@ void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  32.27223526553037 + -21.654753706656965 * tfactors.T9i + -30.9147 * tfactors.T913i + -1.2345 * tfactors.T913
                          + 22.5118 * tfactors.T9 + -33.0589 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  21.654753706656965 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -30.9147 * tfactors.T943i + (1.0/3.0) * -1.2345 * tfactors.T923i
                                   + 22.5118 + (5.0/3.0) * -33.0589 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2021,13 +2021,13 @@ void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  2.4434452655303747 + -27.664513706656965 * tfactors.T9i + 5.33756 * tfactors.T913
                          + 1.64418 * tfactors.T9 + -0.246167 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  27.664513706656965 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 5.33756 * tfactors.T923i
                                   + 1.64418 + (5.0/3.0) * -0.246167 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2041,8 +2041,8 @@ void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ar36_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ar36_to_He4_S32_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ar36 --> He4 + S32
 
@@ -2078,13 +2078,13 @@ void rate_Ar36_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  73.81807507159112 + -77.06468541928012 * tfactors.T9i + -65.3709 * tfactors.T913i + 5.68294 * tfactors.T913
                          + -5.00388 * tfactors.T9 + 0.571407 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  77.06468541928012 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -65.3709 * tfactors.T943i + (1.0/3.0) * 5.68294 * tfactors.T923i
                                   + -5.00388 + (5.0/3.0) * 0.571407 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2098,8 +2098,8 @@ void rate_Ar36_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ar36_to_p_Cl35_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ar36 --> p + Cl35
 
@@ -2134,12 +2134,12 @@ void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     // ReacLib set derived from il10r
     ln_set_rate =  -17.455589662878502 + -99.28409012589869 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  99.28409012589869 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2154,13 +2154,13 @@ void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  60.7561103371215 + -98.71943912589869 * tfactors.T9i + -27.8971 * tfactors.T913i + -16.2304 * tfactors.T913
                          + 35.255 * tfactors.T9 + -25.8411 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  98.71943912589869 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -27.8971 * tfactors.T943i + (1.0/3.0) * -16.2304 * tfactors.T923i
                                   + 35.255 + (5.0/3.0) * -25.8411 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2175,13 +2175,13 @@ void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  17.222320337121502 + -102.37035912589869 * tfactors.T9i + 18.0179 * tfactors.T913
                          + -2.86304 * tfactors.T9 + 0.250854 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  102.37035912589869 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 18.0179 * tfactors.T923i
                                   + -2.86304 + (5.0/3.0) * 0.250854 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2195,12 +2195,12 @@ void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     // ReacLib set derived from il10r
     ln_set_rate =  16.0363703371215 + -100.7293991258987 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  100.7293991258987 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2214,8 +2214,8 @@ void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ar36_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ar36_to_p_K39_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ar36 + He4 --> p + K39
 
@@ -2257,13 +2257,13 @@ void rate_He4_Ar36_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  20.654451232729432 + -14.951286608188834 * tfactors.T9i + -30.0732 * tfactors.T913i + 7.03263 * tfactors.T913
                          + -1.10085 * tfactors.T9 + 0.133768 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  14.951286608188834 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -30.0732 * tfactors.T943i + (1.0/3.0) * 7.03263 * tfactors.T923i
                                   + -1.10085 + (5.0/3.0) * 0.133768 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2277,8 +2277,8 @@ void rate_He4_Ar36_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca40_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca40_to_He4_Ar36_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ca40 --> He4 + Ar36
 
@@ -2314,13 +2314,13 @@ void rate_Ca40_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  77.28432125250924 + -81.69320665503751 * tfactors.T9i + -71.0046 * tfactors.T913i + 4.0656 * tfactors.T913
                          + -5.26509 * tfactors.T9 + 0.683546 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  81.69320665503751 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -71.0046 * tfactors.T943i + (1.0/3.0) * 4.0656 * tfactors.T923i
                                   + -5.26509 + (5.0/3.0) * 0.683546 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2334,8 +2334,8 @@ void rate_Ca40_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca40_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca40_to_p_K39_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ca40 --> p + K39
 
@@ -2371,13 +2371,13 @@ void rate_Ca40_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  2786.453572485239 + -101.86683326322635 * tfactors.T9i + 802.18 * tfactors.T913i + -4010.27 * tfactors.T913
                          + 1137.69 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  101.86683326322635 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 802.18 * tfactors.T943i + (1.0/3.0) * -4010.27 * tfactors.T923i
                                   + 1137.69 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2392,13 +2392,13 @@ void rate_Ca40_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  613.1725724852387 + -109.20919326322635 * tfactors.T9i + 641.844 * tfactors.T913i + -1248.49 * tfactors.T913
                          + 566.426 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  109.20919326322635 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 641.844 * tfactors.T943i + (1.0/3.0) * -1248.49 * tfactors.T923i
                                   + 566.426 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2413,13 +2413,13 @@ void rate_Ca40_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  127.32557248523868 + -98.30957326322635 * tfactors.T9i + 41.1723 * tfactors.T913i + -149.299 * tfactors.T913
                          + 10.5229 * tfactors.T9 + -0.68208 * tfactors.T953 + 60.7367 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  98.30957326322635 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 41.1723 * tfactors.T943i + (1.0/3.0) * -149.299 * tfactors.T923i
                                   + 10.5229 + (5.0/3.0) * -0.68208 * tfactors.T923 + 60.7367 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2433,8 +2433,8 @@ void rate_Ca40_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ca40_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ca40_to_p_Sc43_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ca40 + He4 --> p + Sc43
 
@@ -2476,13 +2476,13 @@ void rate_He4_Ca40_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  35.67546755788414 + -40.87525788838128 * tfactors.T9i + -32.1734 * tfactors.T913i + 0.0296879 * tfactors.T913
                          + -0.95232 * tfactors.T9 + 0.129022 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  40.87525788838128 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -32.1734 * tfactors.T943i + (1.0/3.0) * 0.0296879 * tfactors.T923i
                                   + -0.95232 + (5.0/3.0) * 0.129022 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2496,8 +2496,8 @@ void rate_He4_Ca40_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti44_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti44_to_He4_Ca40_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ti44 --> He4 + Ca40
 
@@ -2533,13 +2533,13 @@ void rate_Ti44_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  78.7006646483486 + -59.49768581557457 * tfactors.T9i + -76.4273 * tfactors.T913i + 3.87451 * tfactors.T913
                          + -3.61477 * tfactors.T9 + 0.367451 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  59.49768581557457 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -76.4273 * tfactors.T943i + (1.0/3.0) * 3.87451 * tfactors.T923i
                                   + -3.61477 + (5.0/3.0) * 0.367451 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2553,8 +2553,8 @@ void rate_Ti44_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti44_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti44_to_p_Sc43_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ti44 --> p + Sc43
 
@@ -2590,13 +2590,13 @@ void rate_Ti44_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  62.61343220623275 + -100.37294370395585 * tfactors.T9i + -32.1734 * tfactors.T913i + -1.77078 * tfactors.T913
                          + -2.21706 * tfactors.T9 + 0.298499 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  100.37294370395585 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -32.1734 * tfactors.T943i + (1.0/3.0) * -1.77078 * tfactors.T923i
                                   + -2.21706 + (5.0/3.0) * 0.298499 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2610,8 +2610,8 @@ void rate_Ti44_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr48_to_He4_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr48_to_He4_Ti44_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Cr48 --> He4 + Ti44
 
@@ -2647,13 +2647,13 @@ void rate_Cr48_to_He4_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  89.75906465832496 + -89.32364150067336 * tfactors.T9i + -81.667 * tfactors.T913i + -10.6333 * tfactors.T913
                          + -0.672613 * tfactors.T9 + 0.161209 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  89.32364150067336 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -81.667 * tfactors.T943i + (1.0/3.0) * -10.6333 * tfactors.T923i
                                   + -0.672613 + (5.0/3.0) * 0.161209 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2667,8 +2667,8 @@ void rate_Cr48_to_He4_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr48_to_p_V47_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Cr48 --> p + V47
 
@@ -2704,13 +2704,13 @@ void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  67.75975303984967 + -100.08956223422913 * tfactors.T9i + -34.0548 * tfactors.T913i + -3.41973 * tfactors.T913
                          + 1.16501 * tfactors.T9 + -0.105543 * tfactors.T953 + -6.20886 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  100.08956223422913 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -34.0548 * tfactors.T943i + (1.0/3.0) * -3.41973 * tfactors.T923i
                                   + 1.16501 + (5.0/3.0) * -0.105543 * tfactors.T923 + -6.20886 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2725,13 +2725,13 @@ void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  536.5429530398497 + -99.32517223422914 * tfactors.T9i + 317.171 * tfactors.T913i + -911.679 * tfactors.T913
                          + 94.4245 * tfactors.T9 + -10.1973 * tfactors.T953 + 332.227 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  99.32517223422914 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 317.171 * tfactors.T943i + (1.0/3.0) * -911.679 * tfactors.T923i
                                   + 94.4245 + (5.0/3.0) * -10.1973 * tfactors.T923 + 332.227 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2746,13 +2746,13 @@ void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  48.911453039849675 + -93.78359723422915 * tfactors.T9i + -45.9868 * tfactors.T913i + 13.6822 * tfactors.T913
                          + -0.376902 * tfactors.T9 + -0.0194875 * tfactors.T953 + -6.9232499999999995 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  93.78359723422915 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -45.9868 * tfactors.T943i + (1.0/3.0) * 13.6822 * tfactors.T923i
                                   + -0.376902 + (5.0/3.0) * -0.0194875 * tfactors.T923 + -6.9232499999999995 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2767,13 +2767,13 @@ void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  65.64255303984967 + -94.54467623422914 * tfactors.T9i + -110.655 * tfactors.T913i + 83.0232 * tfactors.T913
                          + -19.7762 * tfactors.T9 + 3.03961 * tfactors.T953 + -47.9742 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  94.54467623422914 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -110.655 * tfactors.T943i + (1.0/3.0) * 83.0232 * tfactors.T923i
                                   + -19.7762 + (5.0/3.0) * 3.03961 * tfactors.T923 + -47.9742 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2787,8 +2787,8 @@ void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_V47_to_He4_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_V47_to_He4_Ti44_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // V47 + p --> He4 + Ti44
 
@@ -2830,13 +2830,13 @@ void rate_p_V47_to_He4_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -76.63208838152472 + -6.086479266444236 * tfactors.T9i + 70.2835 * tfactors.T913
                          + -7.99061 * tfactors.T9 + 0.486213 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  6.086479266444236 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 70.2835 * tfactors.T923i
                                   + -7.99061 + (5.0/3.0) * 0.486213 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2850,8 +2850,8 @@ void rate_p_V47_to_He4_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe52_to_He4_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe52_to_He4_Cr48_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Fe52 --> He4 + Cr48
 
@@ -2887,13 +2887,13 @@ void rate_Fe52_to_He4_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  90.149113992515 + -92.09363997638769 * tfactors.T9i + -86.7459 * tfactors.T913i + -9.79373 * tfactors.T913
                          + -0.772169 * tfactors.T9 + 0.155883 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  92.09363997638769 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -86.7459 * tfactors.T943i + (1.0/3.0) * -9.79373 * tfactors.T923i
                                   + -0.772169 + (5.0/3.0) * 0.155883 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2907,8 +2907,8 @@ void rate_Fe52_to_He4_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe52_to_p_Mn51_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe52_to_p_Mn51_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Fe52 --> p + Mn51
 
@@ -2944,13 +2944,13 @@ void rate_Fe52_to_p_Mn51_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  61.74743132228039 + -85.61663846070292 * tfactors.T9i + -36.1825 * tfactors.T913i + 0.873042 * tfactors.T913
                          + -2.89731 * tfactors.T9 + 0.364394 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  85.61663846070292 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -36.1825 * tfactors.T943i + (1.0/3.0) * 0.873042 * tfactors.T923i
                                   + -2.89731 + (5.0/3.0) * 0.364394 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2964,8 +2964,8 @@ void rate_Fe52_to_p_Mn51_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Mn51_to_He4_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Mn51_to_He4_Cr48_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Mn51 + p --> He4 + Cr48
 
@@ -3007,13 +3007,13 @@ void rate_p_Mn51_to_He4_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  58.71348267023461 + -6.47700151570639 * tfactors.T9i + -86.7459 * tfactors.T913i + 1.05653 * tfactors.T913
                          + -1.15757 * tfactors.T9 + 0.0877546 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  6.47700151570639 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -86.7459 * tfactors.T943i + (1.0/3.0) * 1.05653 * tfactors.T923i
                                   + -1.15757 + (5.0/3.0) * 0.0877546 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3027,8 +3027,8 @@ void rate_p_Mn51_to_He4_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni56_to_He4_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni56_to_He4_Fe52_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ni56 --> He4 + Fe52
 
@@ -3064,13 +3064,13 @@ void rate_Ni56_to_He4_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  91.62430485073777 + -92.84097094326391 * tfactors.T9i + -91.6819 * tfactors.T913i + -9.51885 * tfactors.T913
                          + -0.533014 * tfactors.T9 + 0.0892607 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  92.84097094326391 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -91.6819 * tfactors.T943i + (1.0/3.0) * -9.51885 * tfactors.T923i
                                   + -0.533014 + (5.0/3.0) * 0.0892607 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3084,8 +3084,8 @@ void rate_Ni56_to_He4_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni56_to_p_Co55_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni56_to_p_Co55_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ni56 --> p + Co55
 
@@ -3121,13 +3121,13 @@ void rate_Ni56_to_p_Co55_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  63.15120404192561 + -83.16460378149378 * tfactors.T9i + -38.1053 * tfactors.T913i + -0.210947 * tfactors.T913
                          + -2.68377 * tfactors.T9 + 0.355814 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  83.16460378149378 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -38.1053 * tfactors.T943i + (1.0/3.0) * -0.210947 * tfactors.T923i
                                   + -2.68377 + (5.0/3.0) * 0.355814 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3141,8 +3141,8 @@ void rate_Ni56_to_p_Co55_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Co55_to_He4_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Co55_to_He4_Fe52_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Co55 + p --> He4 + Fe52
 
@@ -3184,13 +3184,13 @@ void rate_p_Co55_to_He4_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  61.42570080881217 + -9.676367161770125 * tfactors.T9i + -91.6819 * tfactors.T913i + -0.329235 * tfactors.T913
                          + -0.780924 * tfactors.T9 + 0.0425179 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  9.676367161770125 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -91.6819 * tfactors.T943i + (1.0/3.0) * -0.329235 * tfactors.T923i
                                   + -0.780924 + (5.0/3.0) * 0.0425179 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3220,264 +3220,624 @@ fill_derived_rates(const tf_t& tfactors, T& rate_eval)
 
     pf_cache.index_temp_array_1 = interp_net::find_index(tfactors.T9, part_fun::temp_array_1);
 
-    rate_N13_to_p_C12_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_N13_to_p_C12_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_N13_to_p_C12_derived) = drate_dT;
-
-    }
-    rate_O16_to_He4_C12_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_O16_to_He4_C12_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_to_He4_C12_derived) = drate_dT;
-
-    }
-    rate_Ne20_to_He4_O16_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ne20_to_He4_O16_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ne20_to_He4_O16_derived) = drate_dT;
-
-    }
-    rate_Mg24_to_p_Na23_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Mg24_to_p_Na23_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mg24_to_p_Na23_derived) = drate_dT;
-
-    }
-    rate_Mg24_to_He4_Ne20_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Mg24_to_He4_Ne20_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mg24_to_He4_Ne20_derived) = drate_dT;
-
-    }
-    rate_Si28_to_p_Al27_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Si28_to_p_Al27_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Si28_to_p_Al27_derived) = drate_dT;
-
-    }
-    rate_Si28_to_He4_Mg24_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Si28_to_He4_Mg24_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Si28_to_He4_Mg24_derived) = drate_dT;
-
-    }
-    rate_S32_to_p_P31_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_S32_to_p_P31_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_S32_to_p_P31_derived) = drate_dT;
-
-    }
-    rate_S32_to_He4_Si28_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_S32_to_He4_Si28_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_S32_to_He4_Si28_derived) = drate_dT;
-
-    }
-    rate_C12_to_He4_He4_He4_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_C12_to_He4_He4_He4_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_to_He4_He4_He4_derived) = drate_dT;
-
-    }
-    rate_p_O16_to_He4_N13_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_O16_to_He4_N13_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O16_to_He4_N13_derived) = drate_dT;
-
-    }
-    rate_He4_F17_to_p_Ne20_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_F17_to_p_Ne20_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_F17_to_p_Ne20_derived) = drate_dT;
-
-    }
-    rate_He4_Ne20_to_p_Na23_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Ne20_to_p_Na23_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_p_Na23_derived) = drate_dT;
-
-    }
-    rate_He4_Ne20_to_C12_C12_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Ne20_to_C12_C12_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_C12_C12_derived) = drate_dT;
-
-    }
-    rate_p_Na23_to_C12_C12_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_Na23_to_C12_C12_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_C12_C12_derived) = drate_dT;
+    {
+        // N13_to_p_C12_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_N13_to_p_C12_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_N13_to_p_C12_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_N13_to_p_C12_derived) = drate_dT;
+        }
     }
-    rate_He4_Mg24_to_p_Al27_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Mg24_to_p_Al27_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_p_Al27_derived) = drate_dT;
 
-    }
-    rate_He4_Mg24_to_C12_O16_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Mg24_to_C12_O16_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_C12_O16_derived) = drate_dT;
+    {
+        // O16_to_He4_C12_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O16_to_He4_C12_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_O16_to_He4_C12_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O16_to_He4_C12_derived) = drate_dT;
+        }
     }
-    rate_p_Al27_to_C12_O16_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_Al27_to_C12_O16_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_C12_O16_derived) = drate_dT;
 
-    }
-    rate_He4_Si28_to_p_P31_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Si28_to_p_P31_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_p_P31_derived) = drate_dT;
+    {
+        // Ne20_to_He4_O16_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne20_to_He4_O16_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ne20_to_He4_O16_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ne20_to_He4_O16_derived) = drate_dT;
+        }
     }
-    rate_He4_Si28_to_O16_O16_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Si28_to_O16_O16_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_O16_O16_derived) = drate_dT;
 
-    }
-    rate_p_P31_to_O16_O16_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_P31_to_O16_O16_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_P31_to_O16_O16_derived) = drate_dT;
+    {
+        // Mg24_to_p_Na23_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mg24_to_p_Na23_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Mg24_to_p_Na23_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mg24_to_p_Na23_derived) = drate_dT;
+        }
     }
-    rate_Mg24_to_C12_C12_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Mg24_to_C12_C12_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mg24_to_C12_C12_derived) = drate_dT;
 
-    }
-    rate_S32_to_O16_O16_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_S32_to_O16_O16_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_S32_to_O16_O16_derived) = drate_dT;
+    {
+        // Mg24_to_He4_Ne20_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mg24_to_He4_Ne20_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Mg24_to_He4_Ne20_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mg24_to_He4_Ne20_derived) = drate_dT;
+        }
     }
-    rate_Si28_to_C12_O16_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Si28_to_C12_O16_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Si28_to_C12_O16_derived) = drate_dT;
 
-    }
-    rate_F17_to_O16_p_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_F17_to_O16_p_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_F17_to_O16_p_derived) = drate_dT;
+    {
+        // Si28_to_p_Al27_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Si28_to_p_Al27_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Si28_to_p_Al27_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Si28_to_p_Al27_derived) = drate_dT;
+        }
     }
-    rate_He4_S32_to_p_Cl35_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_S32_to_p_Cl35_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_removed) = drate_dT;
 
-    }
-    rate_Ar36_to_He4_S32_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ar36_to_He4_S32_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ar36_to_He4_S32_removed) = drate_dT;
+    {
+        // Si28_to_He4_Mg24_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Si28_to_He4_Mg24_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Si28_to_He4_Mg24_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Si28_to_He4_Mg24_derived) = drate_dT;
+        }
     }
-    rate_Ar36_to_p_Cl35_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ar36_to_p_Cl35_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ar36_to_p_Cl35_removed) = drate_dT;
 
-    }
-    rate_He4_Ar36_to_p_K39_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Ar36_to_p_K39_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_removed) = drate_dT;
+    {
+        // S32_to_p_P31_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_S32_to_p_P31_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_S32_to_p_P31_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_S32_to_p_P31_derived) = drate_dT;
+        }
     }
-    rate_Ca40_to_He4_Ar36_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ca40_to_He4_Ar36_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca40_to_He4_Ar36_removed) = drate_dT;
 
-    }
-    rate_Ca40_to_p_K39_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ca40_to_p_K39_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca40_to_p_K39_removed) = drate_dT;
+    {
+        // S32_to_He4_Si28_derived
 
-    }
-    rate_He4_Ca40_to_p_Sc43_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_removed) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_S32_to_He4_Si28_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_S32_to_He4_Si28_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_S32_to_He4_Si28_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_Ti44_to_He4_Ca40_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ti44_to_He4_Ca40_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti44_to_He4_Ca40_removed) = drate_dT;
+    {
+        // C12_to_He4_He4_He4_derived
 
-    }
-    rate_Ti44_to_p_Sc43_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ti44_to_p_Sc43_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti44_to_p_Sc43_removed) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_C12_to_He4_He4_He4_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_C12_to_He4_He4_He4_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_to_He4_He4_He4_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_Cr48_to_He4_Ti44_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Cr48_to_He4_Ti44_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr48_to_He4_Ti44_removed) = drate_dT;
-
-    }
-    rate_Cr48_to_p_V47_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Cr48_to_p_V47_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr48_to_p_V47_removed) = drate_dT;
-
-    }
-    rate_p_V47_to_He4_Ti44_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_V47_to_He4_Ti44_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_removed) = drate_dT;
-
-    }
-    rate_Fe52_to_He4_Cr48_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Fe52_to_He4_Cr48_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe52_to_He4_Cr48_removed) = drate_dT;
-
-    }
-    rate_Fe52_to_p_Mn51_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Fe52_to_p_Mn51_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe52_to_p_Mn51_removed) = drate_dT;
-
-    }
-    rate_p_Mn51_to_He4_Cr48_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_removed) = drate_dT;
-
-    }
-    rate_Ni56_to_He4_Fe52_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ni56_to_He4_Fe52_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni56_to_He4_Fe52_removed) = drate_dT;
-
-    }
-    rate_Ni56_to_p_Co55_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ni56_to_p_Co55_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni56_to_p_Co55_removed) = drate_dT;
+    {
+        // p_O16_to_He4_N13_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O16);
+        }
+#endif
+        rate_p_O16_to_He4_N13_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_O16_to_He4_N13_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O16_to_He4_N13_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_F17_to_p_Ne20_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_F17);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_F17);
+        }
+#endif
+        rate_He4_F17_to_p_Ne20_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_F17_to_p_Ne20_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_F17_to_p_Ne20_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ne20_to_p_Na23_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ne20);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ne20);
+        }
+#endif
+        rate_He4_Ne20_to_p_Na23_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Ne20_to_p_Na23_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ne20_to_p_Na23_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ne20_to_C12_C12_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ne20);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ne20);
+        }
+#endif
+        rate_He4_Ne20_to_C12_C12_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Ne20_to_C12_C12_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ne20_to_C12_C12_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_Na23_to_C12_C12_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Na23);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Na23);
+        }
+#endif
+        rate_p_Na23_to_C12_C12_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_Na23_to_C12_C12_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Na23_to_C12_C12_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mg24_to_p_Al27_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mg24);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mg24);
+        }
+#endif
+        rate_He4_Mg24_to_p_Al27_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Mg24_to_p_Al27_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mg24_to_p_Al27_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mg24_to_C12_O16_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mg24);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mg24);
+        }
+#endif
+        rate_He4_Mg24_to_C12_O16_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Mg24_to_C12_O16_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mg24_to_C12_O16_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_Al27_to_C12_O16_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Al27);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Al27);
+        }
+#endif
+        rate_p_Al27_to_C12_O16_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_Al27_to_C12_O16_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Al27_to_C12_O16_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Si28_to_p_P31_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Si28);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Si28);
+        }
+#endif
+        rate_He4_Si28_to_p_P31_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Si28_to_p_P31_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Si28_to_p_P31_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Si28_to_O16_O16_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Si28);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Si28);
+        }
+#endif
+        rate_He4_Si28_to_O16_O16_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Si28_to_O16_O16_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Si28_to_O16_O16_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_P31_to_O16_O16_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_P31);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_P31);
+        }
+#endif
+        rate_p_P31_to_O16_O16_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_P31_to_O16_O16_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_P31_to_O16_O16_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Mg24_to_C12_C12_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mg24_to_C12_C12_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Mg24_to_C12_C12_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mg24_to_C12_C12_derived) = drate_dT;
+        }
+    }
+
+    {
+        // S32_to_O16_O16_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_S32_to_O16_O16_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_S32_to_O16_O16_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_S32_to_O16_O16_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Si28_to_C12_O16_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Si28_to_C12_O16_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Si28_to_C12_O16_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Si28_to_C12_O16_derived) = drate_dT;
+        }
+    }
+
+    {
+        // F17_to_O16_p_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_F17_to_O16_p_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_F17_to_O16_p_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_F17_to_O16_p_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_S32_to_p_Cl35_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_S32);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_S32);
+        }
+#endif
+        rate_He4_S32_to_p_Cl35_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_S32_to_p_Cl35_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ar36_to_He4_S32_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ar36_to_He4_S32_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ar36_to_He4_S32_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ar36_to_He4_S32_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ar36_to_p_Cl35_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ar36_to_p_Cl35_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ar36_to_p_Cl35_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ar36_to_p_Cl35_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ar36_to_p_K39_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ar36);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ar36);
+        }
+#endif
+        rate_He4_Ar36_to_p_K39_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Ar36_to_p_K39_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ca40_to_He4_Ar36_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ca40_to_He4_Ar36_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ca40_to_He4_Ar36_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ca40_to_He4_Ar36_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ca40_to_p_K39_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ca40_to_p_K39_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ca40_to_p_K39_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ca40_to_p_K39_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ca40_to_p_Sc43_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ca40);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ca40);
+        }
+#endif
+        rate_He4_Ca40_to_p_Sc43_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ti44_to_He4_Ca40_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ti44_to_He4_Ca40_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ti44_to_He4_Ca40_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ti44_to_He4_Ca40_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ti44_to_p_Sc43_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ti44_to_p_Sc43_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ti44_to_p_Sc43_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ti44_to_p_Sc43_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Cr48_to_He4_Ti44_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cr48_to_He4_Ti44_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Cr48_to_He4_Ti44_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cr48_to_He4_Ti44_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Cr48_to_p_V47_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cr48_to_p_V47_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Cr48_to_p_V47_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cr48_to_p_V47_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_V47_to_He4_Ti44_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_V47);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_V47);
+        }
+#endif
+        rate_p_V47_to_He4_Ti44_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_V47_to_He4_Ti44_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Fe52_to_He4_Cr48_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe52_to_He4_Cr48_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Fe52_to_He4_Cr48_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe52_to_He4_Cr48_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Fe52_to_p_Mn51_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe52_to_p_Mn51_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Fe52_to_p_Mn51_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe52_to_p_Mn51_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_Mn51_to_He4_Cr48_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Mn51);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Mn51);
+        }
+#endif
+        rate_p_Mn51_to_He4_Cr48_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ni56_to_He4_Fe52_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni56_to_He4_Fe52_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ni56_to_He4_Fe52_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni56_to_He4_Fe52_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ni56_to_p_Co55_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni56_to_p_Co55_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ni56_to_p_Co55_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni56_to_p_Co55_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_Co55_to_He4_Fe52_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Co55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Co55);
+        }
+#endif
+        rate_p_Co55_to_He4_Fe52_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_derived) = drate_dT;
+        }
     }
-    rate_p_Co55_to_He4_Fe52_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_removed) = drate_dT;
 
-    }
 
 }
 #endif
diff --git a/networks/he-burn/ase-test/interp_tools.H b/networks/he-burn/ase-test/interp_tools.H
index 5444bb552a..bbc0d26855 100644
--- a/networks/he-burn/ase-test/interp_tools.H
+++ b/networks/he-burn/ase-test/interp_tools.H
@@ -55,7 +55,7 @@ namespace interp_net {
 
         if (x0 < x_array(left)) {
             idx = left;
-        } else if (x0 > x_array(right)) {
+        } else if (x0 >= x_array(right)) {
             idx = right - 1;
         } else {
             idx = find_index(x0, x_array);
diff --git a/networks/he-burn/ase-test/modified_rates.H b/networks/he-burn/ase-test/modified_rates.H
new file mode 100644
index 0000000000..e63de5077c
--- /dev/null
+++ b/networks/he-burn/ase-test/modified_rates.H
@@ -0,0 +1,112 @@
+#ifndef MODIFIED_RATES_H
+#define MODIFIED_RATES_H
+
+#include <AMReX.H>
+#include <AMReX_Print.H>
+
+#include <tfactors.H>
+#include <actual_network.H>
+#include <rate_type.H>
+#include <temperature_table_rates.H>
+#include <reaclib_rates.H>
+
+namespace modified_rates {
+
+    using namespace temp_tabular;
+
+    template <int do_T_derivatives>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    void rate_C12_C12_to_Mg24_modified(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
+
+        // C12 + C12 --> Mg24 (calls the underlying rate)
+
+        rate_C12_C12_to_n_Mg23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+    }
+
+    template <int do_T_derivatives>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    void rate_O16_O16_to_S32_modified(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
+
+        // O16 + O16 --> S32 (calls the underlying rate)
+
+        rate_O16_O16_to_n_S31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+    }
+
+    template <int do_T_derivatives>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    void rate_C12_O16_to_Si28_modified(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
+
+        // O16 + C12 --> Si28 (calls the underlying rate)
+
+        rate_C12_O16_to_n_Si27_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+    }
+
+
+    template <int do_T_derivatives, typename T>
+    AMREX_GPU_HOST_DEVICE AMREX_INLINE
+    void
+    fill_rates([[maybe_unused]] const tf_t& tfactors,
+               [[maybe_unused]] T& rate_eval)
+    {
+
+        [[maybe_unused]] amrex::Real rate;
+        [[maybe_unused]] amrex::Real drate_dT;
+
+        {
+            // C12_C12_to_Mg24_modified
+
+            amrex::Real log_scor {0.0_rt};
+            amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+            log_scor = rate_eval.log_screen(k_C12_C12);
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_C12);
+            }
+#endif
+            rate_C12_C12_to_Mg24_modified<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+            rate_eval.screened_rates(k_C12_C12_to_Mg24_modified) = rate;
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                rate_eval.dscreened_rates_dT(k_C12_C12_to_Mg24_modified) = drate_dT;
+            }
+        }
+
+        {
+            // O16_O16_to_S32_modified
+
+            amrex::Real log_scor {0.0_rt};
+            amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+            log_scor = rate_eval.log_screen(k_O16_O16);
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                dlog_scor_dT = rate_eval.dlog_screen_dT(k_O16_O16);
+            }
+#endif
+            rate_O16_O16_to_S32_modified<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+            rate_eval.screened_rates(k_O16_O16_to_S32_modified) = rate;
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                rate_eval.dscreened_rates_dT(k_O16_O16_to_S32_modified) = drate_dT;
+            }
+        }
+
+        {
+            // C12_O16_to_Si28_modified
+
+            amrex::Real log_scor {0.0_rt};
+            amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+            log_scor = rate_eval.log_screen(k_C12_O16);
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_O16);
+            }
+#endif
+            rate_C12_O16_to_Si28_modified<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+            rate_eval.screened_rates(k_C12_O16_to_Si28_modified) = rate;
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                rate_eval.dscreened_rates_dT(k_C12_O16_to_Si28_modified) = drate_dT;
+            }
+        }
+
+
+    }
+}
+#endif
diff --git a/networks/he-burn/ase-test/partition_functions.H b/networks/he-burn/ase-test/partition_functions.H
index fac080af02..961b61c3f5 100644
--- a/networks/he-burn/ase-test/partition_functions.H
+++ b/networks/he-burn/ase-test/partition_functions.H
@@ -22,7 +22,7 @@ namespace part_fun {
 
     // this is T9
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> temp_array_1 = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> temp_array_1 = {
         0.01, 0.15, 0.2, 0.3, 0.4,
         0.5, 0.6, 0.7, 0.8, 0.9,
         1.0, 1.5, 2.0, 2.5, 3.0,
@@ -45,7 +45,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> O16_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> O16_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
@@ -69,10 +69,10 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> F17_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> F17_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
-        0.0, 0.009950330853168092, 0.01980262729617973, 0.02955880224154443, 0.04879016416943205,
+        0.0, 0.009950330853168092, 0.01980262729617973, 0.02955880224154443, 0.04879016416943204,
         0.058268908123975824, 0.0769610411361284, 0.08617769624105241, 0.09531017980432493, 0.12221763272424911,
         0.13976194237515863, 0.1570037488096647, 0.17395330712343798, 0.19885085874516517, 0.26236426446749106,
         0.3293037471426003, 0.41871033485818504, 0.5247285289349821, 0.6471032420585384, 0.7884573603642703,
@@ -93,7 +93,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ne20_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ne20_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 1.5999872001381317e-05, 0.00038192705657577196, 0.0025407695097516073, 0.008962714607884434,
@@ -117,7 +117,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Na23_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Na23_pf_array = {
         0.0, 0.0, 0.0, 0.0, 3.999991999914312e-06,
         5.499848755537228e-05, 0.0003019544071791481, 0.0010184811719273939, 0.002532789778269521, 0.0051397687298581594,
         0.00904794362623629, 0.048651106882368046, 0.11044327651595648, 0.1779034781081781, 0.24236561796080108,
@@ -141,10 +141,10 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Mg24_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Mg24_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
-        9.999994999180668e-07, 0.0001259920626667995, 0.0017764212290928272, 0.008665347199341391, 0.02478529122240376,
+        9.999994999180668e-07, 0.0001259920626667995, 0.0017764212290928272, 0.008665347199341391, 0.024785291222403763,
         0.05209612203517594, 0.09017063128626053, 0.13704782771330884, 0.19024508258946665, 0.30679917070896673,
         0.42717245621910793, 0.5457138884802113, 0.660894613389287, 0.773014180490088, 0.9932517730102834,
         1.2119409739751128, 1.4398351280479205, 1.682688374173693, 1.9487632180377197, 2.244955980157409,
@@ -165,7 +165,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Al27_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Al27_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 1.9999980000601777e-06, 7.999968000178667e-06,
         2.3999712004631918e-05, 0.0007467211343664971, 0.0043365834151270505, 0.012613119117341724, 0.025879225360058624,
@@ -189,7 +189,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Si28_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Si28_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 4.999987500074422e-06, 0.00016398655347018683, 0.0012951609168895288, 0.005118876169847203,
@@ -213,7 +213,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> P31_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> P31_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         9.999994999180668e-07, 0.00011099383995581128, 0.0012951609168895288, 0.005682822135497365, 0.015358452840402968,
@@ -237,11 +237,11 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> S32_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> S32_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 1.1999928000476974e-05, 0.0001599872013651075, 0.0008965979359162839,
-        0.0030782573008273765, 0.007778667567807429, 0.01603376935914739, 0.02868269041229125, 0.06934041108806749,
+        0.003078257300827377, 0.007778667567807429, 0.01603376935914739, 0.02868269041229125, 0.06934041108806749,
         0.13236245968854618, 0.21875794860165648, 0.32915769331179123, 0.4643325791959468, 0.8109302162163288,
         1.2669476034873244, 1.81319474994812, 2.4336133554004498, 3.086486636822455, 3.756538102587751,
         4.4272389774954295, 5.093750200806762, 5.746203190540153, 6.386879319362645, 7.940939762327791,
@@ -261,7 +261,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Cl35_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Cl35_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 4.1999118024792734e-05, 0.0004768862716642343, 0.002171640281399847, 0.006214649003101918,
@@ -285,7 +285,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ar36_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ar36_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 9.999994999180668e-07, 5.399854205248437e-05, 0.0005328580059528724, 0.0024460060865663185,
@@ -309,7 +309,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> K39_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> K39_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 8.999959500168733e-06, 7.899687966427683e-05,
@@ -333,7 +333,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ca40_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ca40_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 7.999968000178667e-06,
@@ -357,7 +357,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Sc43_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Sc43_pf_array = {
         0.0, 3.999991999914312e-06, 7.399726213497465e-05, 0.001402016715091746, 0.006077494560027172,
         0.014618625311574956, 0.02619392408247513, 0.039701366851552046, 0.05424762604898671, 0.06923404240290812,
         0.08429886812818674, 0.15680885802481764, 0.22576092300652262, 0.2958459074810483, 0.3697667707656917,
@@ -381,7 +381,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ti44_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ti44_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 9.999994999180668e-07, 3.999991999914312e-06,
         1.6999855501571383e-05, 0.001148340404701717, 0.009309531525720607, 0.03254753540924965, 0.07466488847560604,
@@ -405,7 +405,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> V47_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> V47_pf_array = {
         5.799831806492598e-05, 0.0017464740260096463, 0.009732485344379859, 0.056357648868795907, 0.13811537012749586,
         0.23671188375470134, 0.33785770498795076, 0.4340856062023528, 0.5224146112876673, 0.6021781642551665,
         0.6737563884480131, 0.9374767156169274, 1.1057414821365488, 1.2270658944596067, 1.3241582851318665,
@@ -429,7 +429,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Cr48_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Cr48_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 1.9999980000601777e-06, 1.8999819502277547e-05, 9.099585975123644e-05, 0.0003069528851426514,
         0.0008086729358847522, 0.01474081832149851, 0.06183142275093884, 0.143112843568674, 0.24629820135844444,
@@ -453,7 +453,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Mn51_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Mn51_pf_array = {
         0.0, 0.0, 9.999994999180668e-07, 0.00013899034039500225, 0.001371059667992007,
         0.005417299897942013, 0.013501443923597083, 0.02583439952789853, 0.0418873468309038, 0.060801547340661864,
         0.08168044277606486, 0.19327880627694072, 0.29229193070917964, 0.3745845060072903, 0.44569620808461924,
@@ -477,7 +477,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Fe52_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Fe52_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 3.999991999914312e-06, 2.1999758003515767e-05, 8.699621571943491e-05,
         0.00026096594542543384, 0.006963697081509575, 0.035510955889664755, 0.09259923578662213, 0.17220724583011637,
@@ -501,11 +501,11 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Co55_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Co55_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 1.9999980000601777e-06, 3.299945551192844e-05, 0.0002149768908123338,
-        0.0008776147834635239, 0.002650484360963482, 0.006510758935580232, 0.013783568660113304, 0.04542450669313041,
+        0.0008776147834635239, 0.0026504843609634825, 0.006510758935580232, 0.013783568660113304, 0.04542450669313041,
         0.11337689843044624, 0.2341190990271887, 0.4197354671252422, 0.6733637730790638, 1.3506671834767394,
         2.175887439948088, 3.068052935133617, 3.9982007016691985, 4.948759890378168, 5.910796644040527,
         6.887552571664617, 7.874739125171811, 8.869257522797287, 9.87302834505142, 12.392552212472792,
@@ -525,11 +525,11 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ni56_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ni56_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 9.999994999180668e-07, 1.7999838002017484e-05, 0.00014798904908051437,
-        0.0006687763192560828, 0.0021007917908672197, 0.0051805577080849445, 0.0108093677159202, 0.033929817942853414,
+        0.0006687763192560828, 0.0021007917908672197, 0.005180557708084945, 0.0108093677159202, 0.033929817942853414,
         0.08125919821801637, 0.16557206393583876, 0.30308828495767837, 0.5109446166860524, 1.172482137234565,
         2.102913897864978, 3.1654750481410856, 4.272490747605575, 5.389071729816501, 6.498282149476434,
         7.605890001053122, 8.712759974960212, 9.814656338829513, 10.918718232265187, 13.664687668229691,
@@ -549,7 +549,7 @@ namespace part_fun {
     // interpolation routine
 
     template <typename T>
-    AMREX_GPU_HOST_DEVICE AMREX_INLINE
+    AMREX_GPU_DEVICE AMREX_INLINE
     void interpolate_pf(const amrex::Real t9, int idx,
                         const T& temp_array, const T& pf_array,
                         amrex::Real& logpf, amrex::Real& dlogpf_dT9) {
@@ -595,7 +595,7 @@ namespace part_fun {
         amrex::Array2D<amrex::Real, 1, NumSpecTotal, 1, 2, amrex::Order::C> data;
         int index_temp_array_1{-1};
 
-        AMREX_GPU_HOST_DEVICE AMREX_INLINE
+        AMREX_GPU_DEVICE AMREX_INLINE
         pf_cache_t() {
             // The entries will be default-initialized to -900,
             // log(partition_function) should never be -900.
@@ -611,7 +611,7 @@ namespace part_fun {
 // get the partition function for nucleus inuc.  Here pf_cache
 // should already contain the index into the temp / pf arrays
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function(const int inuc,
                             [[maybe_unused]] const amrex::Real T9,
                             const part_fun::pf_cache_t& pf_cache,
@@ -765,7 +765,7 @@ void get_partition_function(const int inuc,
 // index into the arrays. Uses tfactors instead of T9 as argument,
 // and returns pf and dpf_dT instead of logpf and dlogpf_dT9
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function(const int inuc,
                             [[maybe_unused]] const tf_t& tfactors,
                             amrex::Real& pf, amrex::Real& dpf_dT) {
@@ -785,7 +785,7 @@ void get_partition_function(const int inuc,
 }
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function_cached(const int inuc, const amrex::Real T9,
                                    part_fun::pf_cache_t& pf_cache,
                                    amrex::Real& logpf, amrex::Real& dlogpf_dT9) {
@@ -803,7 +803,7 @@ void get_partition_function_cached(const int inuc, const amrex::Real T9,
 
 
 template <int spec>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 constexpr amrex::Real get_spin_state() {
 
     static_assert(spec >= 1 && spec <= NumSpec);
@@ -853,7 +853,7 @@ constexpr amrex::Real get_spin_state() {
 
 // Legacy (non-templated) interface
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 amrex::Real get_spin_state (int spec) {
 
     amrex::Real s = -1.0_rt;
diff --git a/networks/he-burn/ase-test/pynucastro-info.txt b/networks/he-burn/ase-test/pynucastro-info.txt
index e055581de4..6256cf5f54 100644
--- a/networks/he-burn/ase-test/pynucastro-info.txt
+++ b/networks/he-burn/ase-test/pynucastro-info.txt
@@ -1 +1 @@
-pynucastro version: 2.9.0-28-gbcc09d414
+pynucastro version: 2.11.0-7-g6944c31a3
diff --git a/networks/he-burn/ase-test/rate_type.H b/networks/he-burn/ase-test/rate_type.H
new file mode 100644
index 0000000000..4819ade44e
--- /dev/null
+++ b/networks/he-burn/ase-test/rate_type.H
@@ -0,0 +1,25 @@
+#ifndef NET_RATE_TYPE_H
+#define NET_RATE_TYPE_H
+
+#include <actual_network.H>
+
+struct rate_t {
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  screened_rates;
+#ifdef SCREENING
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  log_screen;
+#endif
+    amrex::Real enuc_weak;
+};
+
+struct rate_derivs_t {
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  screened_rates;
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  dscreened_rates_dT;
+#ifdef SCREENING
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  log_screen;
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  dlog_screen_dT;
+#endif
+    amrex::Real enuc_weak;
+};
+
+
+#endif
\ No newline at end of file
diff --git a/networks/he-burn/ase-test/reaclib_rates.H b/networks/he-burn/ase-test/reaclib_rates.H
index 967e6eb89c..9f017812fb 100644
--- a/networks/he-burn/ase-test/reaclib_rates.H
+++ b/networks/he-burn/ase-test/reaclib_rates.H
@@ -6,25 +6,14 @@
 
 #include <tfactors.H>
 #include <actual_network.H>
+#include <rate_type.H>
 
 using namespace Rates;
 using namespace Species;
 
-struct rate_t {
-    amrex::Array1D<amrex::Real, 1, NumRates>  screened_rates;
-    amrex::Real enuc_weak;
-};
-
-struct rate_derivs_t {
-    amrex::Array1D<amrex::Real, 1, NumRates>  screened_rates;
-    amrex::Array1D<amrex::Real, 1, NumRates>  dscreened_rates_dT;
-    amrex::Real enuc_weak;
-};
-
-
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + p --> N13
 
@@ -39,9 +28,13 @@ void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  17.1482 + -13.692 * tfactors.T913i + -0.230881 * tfactors.T913
                          + 4.44362 * tfactors.T9 + -3.15898 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -13.692 * tfactors.T943i + (1.0/3.0) * -0.230881 * tfactors.T923i
                                   + 4.44362 + (5.0/3.0) * -3.15898 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -56,9 +49,13 @@ void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  17.5428 + -3.77849 * tfactors.T9i + -5.10735 * tfactors.T913i + -2.24111 * tfactors.T913
                          + 0.148883 * tfactors.T9 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.77849 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -5.10735 * tfactors.T943i + (1.0/3.0) * -2.24111 * tfactors.T923i
                                   + 0.148883 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -72,8 +69,8 @@ void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + He4 --> O16
 
@@ -88,9 +85,13 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  254.634 + -1.84097 * tfactors.T9i + 103.411 * tfactors.T913i + -420.567 * tfactors.T913
                          + 64.0874 * tfactors.T9 + -12.4624 * tfactors.T953 + 137.303 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.84097 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 103.411 * tfactors.T943i + (1.0/3.0) * -420.567 * tfactors.T923i
                                   + 64.0874 + (5.0/3.0) * -12.4624 * tfactors.T923 + 137.303 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -105,9 +106,13 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  69.6526 + -1.39254 * tfactors.T9i + 58.9128 * tfactors.T913i + -148.273 * tfactors.T913
                          + 9.08324 * tfactors.T9 + -0.541041 * tfactors.T953 + 70.3554 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.39254 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 58.9128 * tfactors.T943i + (1.0/3.0) * -148.273 * tfactors.T923i
                                   + 9.08324 + (5.0/3.0) * -0.541041 * tfactors.T923 + 70.3554 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -121,8 +126,8 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + He4 --> Ne20
 
@@ -137,9 +142,13 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  3.88571 + -10.3585 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.3585 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -154,9 +163,13 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  23.903 + -39.7262 * tfactors.T913i + -0.210799 * tfactors.T913
                          + 0.442879 * tfactors.T9 + -0.0797753 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.7262 * tfactors.T943i + (1.0/3.0) * -0.210799 * tfactors.T923i
                                   + 0.442879 + (5.0/3.0) * -0.0797753 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -171,9 +184,13 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  9.50848 + -12.7643 * tfactors.T9i + -3.65925 * tfactors.T913
                          + 0.714224 * tfactors.T9 + -0.00107508 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.7643 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -3.65925 * tfactors.T923i
                                   + 0.714224 + (5.0/3.0) * -0.00107508 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -187,8 +204,8 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne20 + He4 --> Mg24
 
@@ -203,9 +220,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -8.79827 + -12.7809 * tfactors.T9i + 16.9229 * tfactors.T913
                          + -2.57325 * tfactors.T9 + 0.208997 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.7809 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 16.9229 * tfactors.T923i
                                   + -2.57325 + (5.0/3.0) * 0.208997 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -220,9 +241,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  1.98307 + -9.22026 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  9.22026 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -237,9 +262,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -38.7055 + -2.50605 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.50605 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -254,9 +283,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  24.5058 + -46.2525 * tfactors.T913i + 5.58901 * tfactors.T913
                          + 7.61843 * tfactors.T9 + -3.683 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -46.2525 * tfactors.T943i + (1.0/3.0) * 5.58901 * tfactors.T923i
                                   + 7.61843 + (5.0/3.0) * -3.683 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -270,8 +303,8 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na23 + p --> Mg24
 
@@ -286,9 +319,13 @@ void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  9.0594 + -3.28029 * tfactors.T9i + -0.360588 * tfactors.T913
                          + 1.4187 * tfactors.T9 + -0.184061 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.28029 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.360588 * tfactors.T923i
                                   + 1.4187 + (5.0/3.0) * -0.184061 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -303,9 +340,13 @@ void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -5.02585 + -1.61219 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.61219 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -320,9 +361,13 @@ void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  18.9075 + -20.6428 * tfactors.T913i + 1.52954 * tfactors.T913
                          + 2.7487 * tfactors.T9 + -1.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -20.6428 * tfactors.T943i + (1.0/3.0) * 1.52954 * tfactors.T923i
                                   + 2.7487 + (5.0/3.0) * -1.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -336,8 +381,8 @@ void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg24 + He4 --> Si28
 
@@ -352,9 +397,13 @@ void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  8.03977 + -15.629 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  15.629 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -369,9 +418,13 @@ void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -50.5494 + -12.8332 * tfactors.T9i + 21.3721 * tfactors.T913i + 37.7649 * tfactors.T913
                          + -4.10635 * tfactors.T9 + 0.249618 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.8332 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 21.3721 * tfactors.T943i + (1.0/3.0) * 37.7649 * tfactors.T923i
                                   + -4.10635 + (5.0/3.0) * 0.249618 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -385,8 +438,8 @@ void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al27 + p --> Si28
 
@@ -401,9 +454,13 @@ void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -13.6664 + -1.90396 * tfactors.T9i + 23.8634 * tfactors.T913
                          + -3.70135 * tfactors.T9 + 0.28964 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.90396 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 23.8634 * tfactors.T923i
                                   + -3.70135 + (5.0/3.0) * 0.28964 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -418,9 +475,13 @@ void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  86.0234 + -0.387313 * tfactors.T9i + -26.8327 * tfactors.T913i + -116.137 * tfactors.T913
                          + 0.00950567 * tfactors.T9 + 0.00999755 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.387313 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -26.8327 * tfactors.T943i + (1.0/3.0) * -116.137 * tfactors.T923i
                                   + 0.00950567 + (5.0/3.0) * 0.00999755 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -435,9 +496,13 @@ void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  21.1065 + -23.2205 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -23.2205 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -451,8 +516,8 @@ void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Si28_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Si28_to_S32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si28 + He4 --> S32
 
@@ -467,9 +532,13 @@ void rate_He4_Si28_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  47.9212 + -59.4896 * tfactors.T913i + 4.47205 * tfactors.T913
                          + -4.78989 * tfactors.T9 + 0.557201 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -59.4896 * tfactors.T943i + (1.0/3.0) * 4.47205 * tfactors.T923i
                                   + -4.78989 + (5.0/3.0) * 0.557201 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -483,8 +552,8 @@ void rate_He4_Si28_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P31 + p --> S32
 
@@ -499,9 +568,13 @@ void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  0.821556 + -3.77704 * tfactors.T9i + 8.09341 * tfactors.T913
                          + -0.615971 * tfactors.T9 + 0.031159 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.77704 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 8.09341 * tfactors.T923i
                                   + -0.615971 + (5.0/3.0) * 0.031159 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -516,9 +589,13 @@ void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  -2.66839 + -2.25958 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.25958 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -533,9 +610,13 @@ void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  19.2596 + -25.3278 * tfactors.T913i + 6.4931 * tfactors.T913
                          + -9.27513 * tfactors.T9 + -0.610439 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -25.3278 * tfactors.T943i + (1.0/3.0) * 6.4931 * tfactors.T923i
                                   + -9.27513 + (5.0/3.0) * -0.610439 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -549,8 +630,8 @@ void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + C12 --> p + Na23
 
@@ -565,9 +646,13 @@ void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  60.9649 + -84.165 * tfactors.T913i + -1.4191 * tfactors.T913
                          + -0.114619 * tfactors.T9 + -0.070307 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -84.165 * tfactors.T943i + (1.0/3.0) * -1.4191 * tfactors.T923i
                                   + -0.114619 + (5.0/3.0) * -0.070307 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -581,8 +666,8 @@ void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + C12 --> He4 + Ne20
 
@@ -597,9 +682,13 @@ void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  61.2863 + -84.165 * tfactors.T913i + -1.56627 * tfactors.T913
                          + -0.0736084 * tfactors.T9 + -0.072797 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -84.165 * tfactors.T943i + (1.0/3.0) * -1.56627 * tfactors.T923i
                                   + -0.0736084 + (5.0/3.0) * -0.072797 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -613,8 +702,8 @@ void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, a
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N13 + He4 --> p + O16
 
@@ -629,9 +718,13 @@ void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  40.4644 + -35.829 * tfactors.T913i + -0.530275 * tfactors.T913
                          + -0.982462 * tfactors.T9 + 0.0808059 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -35.829 * tfactors.T943i + (1.0/3.0) * -0.530275 * tfactors.T923i
                                   + -0.982462 + (5.0/3.0) * 0.0808059 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -645,8 +738,8 @@ void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_O16_to_p_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_O16_to_p_Al27_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + C12 --> p + Al27
 
@@ -661,9 +754,13 @@ void rate_C12_O16_to_p_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  68.5253 + 0.205134 * tfactors.T9i + -119.242 * tfactors.T913i + 13.3667 * tfactors.T913
                          + 0.295425 * tfactors.T9 + -0.267288 * tfactors.T953 + -9.91729 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.205134 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -119.242 * tfactors.T943i + (1.0/3.0) * 13.3667 * tfactors.T923i
                                   + 0.295425 + (5.0/3.0) * -0.267288 * tfactors.T923 + -9.91729 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -677,8 +774,8 @@ void rate_C12_O16_to_p_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_O16_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_O16_to_He4_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + C12 --> He4 + Mg24
 
@@ -693,9 +790,13 @@ void rate_C12_O16_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  48.5341 + 0.37204 * tfactors.T9i + -133.413 * tfactors.T913i + 50.1572 * tfactors.T913
                          + -3.15987 * tfactors.T9 + 0.0178251 * tfactors.T953 + -23.7027 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.37204 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -133.413 * tfactors.T943i + (1.0/3.0) * 50.1572 * tfactors.T923i
                                   + -3.15987 + (5.0/3.0) * 0.0178251 * tfactors.T923 + -23.7027 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -709,8 +810,8 @@ void rate_C12_O16_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, a
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_O16_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O16_O16_to_p_P31_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + O16 --> p + P31
 
@@ -725,9 +826,13 @@ void rate_O16_O16_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  85.2628 + 0.223453 * tfactors.T9i + -145.844 * tfactors.T913i + 8.72612 * tfactors.T913
                          + -0.554035 * tfactors.T9 + -0.137562 * tfactors.T953 + -6.88807 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.223453 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -145.844 * tfactors.T943i + (1.0/3.0) * 8.72612 * tfactors.T923i
                                   + -0.554035 + (5.0/3.0) * -0.137562 * tfactors.T923 + -6.88807 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -741,8 +846,8 @@ void rate_O16_O16_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_O16_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O16_O16_to_He4_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + O16 --> He4 + Si28
 
@@ -757,9 +862,13 @@ void rate_O16_O16_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  97.2435 + -0.268514 * tfactors.T9i + -119.324 * tfactors.T913i + -32.2497 * tfactors.T913
                          + 1.46214 * tfactors.T9 + -0.200893 * tfactors.T953 + 13.2148 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.268514 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -119.324 * tfactors.T943i + (1.0/3.0) * -32.2497 * tfactors.T923i
                                   + 1.46214 + (5.0/3.0) * -0.200893 * tfactors.T923 + 13.2148 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -773,8 +882,8 @@ void rate_O16_O16_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, a
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ne20_to_He4_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ne20_to_He4_F17_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne20 + p --> He4 + F17
 
@@ -789,9 +898,13 @@ void rate_p_Ne20_to_He4_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  41.563 + -47.9266 * tfactors.T9i + -43.18 * tfactors.T913i + 4.46827 * tfactors.T913
                          + -1.63915 * tfactors.T9 + 0.123483 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  47.9266 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -43.18 * tfactors.T943i + (1.0/3.0) * 4.46827 * tfactors.T923i
                                   + -1.63915 + (5.0/3.0) * 0.123483 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -805,8 +918,8 @@ void rate_p_Ne20_to_He4_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na23 + p --> He4 + Ne20
 
@@ -821,9 +934,13 @@ void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -6.58736 + -2.31577 * tfactors.T9i + 19.7297 * tfactors.T913
                          + -2.20987 * tfactors.T9 + 0.153374 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.31577 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 19.7297 * tfactors.T923i
                                   + -2.20987 + (5.0/3.0) * 0.153374 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -838,9 +955,13 @@ void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  0.0178295 + -1.86103 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.86103 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -855,9 +976,13 @@ void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  18.9756 + -20.0024 * tfactors.T913i + 11.5988 * tfactors.T913
                          + -1.37398 * tfactors.T9 + -1.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -20.0024 * tfactors.T943i + (1.0/3.0) * 11.5988 * tfactors.T923i
                                   + -1.37398 + (5.0/3.0) * -1.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -871,8 +996,8 @@ void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al27 + p --> He4 + Mg24
 
@@ -887,9 +1012,13 @@ void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -7.02789 + -4.2425 * tfactors.T9i + 18.0416 * tfactors.T913
                          + -1.54137 * tfactors.T9 + 0.0847506 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.2425 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 18.0416 * tfactors.T923i
                                   + -1.54137 + (5.0/3.0) * 0.0847506 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -904,9 +1033,13 @@ void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -26.8683 + -0.963012 * tfactors.T9i + 5.18642 * tfactors.T913i + -34.7936 * tfactors.T913
                          + 168.225 * tfactors.T9 + -115.825 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.963012 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 5.18642 * tfactors.T943i + (1.0/3.0) * -34.7936 * tfactors.T923i
                                   + 168.225 + (5.0/3.0) * -115.825 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -921,9 +1054,13 @@ void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  29.4576 + -26.4162 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -26.4162 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -937,8 +1074,8 @@ void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P31 + p --> He4 + Si28
 
@@ -953,9 +1090,13 @@ void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -10.893 + -3.42575 * tfactors.T9i + 21.521 * tfactors.T913
                          + -1.90355 * tfactors.T9 + 0.092724 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.42575 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 21.521 * tfactors.T923i
                                   + -1.90355 + (5.0/3.0) * 0.092724 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -970,9 +1111,13 @@ void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -12.919 + -1.87716 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.87716 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -987,9 +1132,13 @@ void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  60.8829 + -31.932 * tfactors.T913i + -77.0334 * tfactors.T913
                          + -43.6847 * tfactors.T9 + -4.28955 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -31.932 * tfactors.T943i + (1.0/3.0) * -77.0334 * tfactors.T923i
                                   + -43.6847 + (5.0/3.0) * -4.28955 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1003,8 +1152,8 @@ void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // 3 He4 --> C12
 
@@ -1019,9 +1168,13 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -11.7884 + -1.02446 * tfactors.T9i + -23.57 * tfactors.T913i + 20.4886 * tfactors.T913
                          + -12.9882 * tfactors.T9 + -20.0 * tfactors.T953 + -2.16667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.02446 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -23.57 * tfactors.T943i + (1.0/3.0) * 20.4886 * tfactors.T923i
                                   + -12.9882 + (5.0/3.0) * -20.0 * tfactors.T923 + -2.16667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1036,9 +1189,13 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -0.971052 + -37.06 * tfactors.T913i + 29.3493 * tfactors.T913
                          + -115.507 * tfactors.T9 + -10.0 * tfactors.T953 + -1.33333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -37.06 * tfactors.T943i + (1.0/3.0) * 29.3493 * tfactors.T923i
                                   + -115.507 + (5.0/3.0) * -10.0 * tfactors.T923 + -1.33333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1053,9 +1210,13 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -24.3505 + -4.12656 * tfactors.T9i + -13.49 * tfactors.T913i + 21.4259 * tfactors.T913
                          + -1.34769 * tfactors.T9 + 0.0879816 * tfactors.T953 + -13.1653 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.12656 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -13.49 * tfactors.T943i + (1.0/3.0) * 21.4259 * tfactors.T923i
                                   + -1.34769 + (5.0/3.0) * 0.0879816 * tfactors.T923 + -13.1653 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1069,8 +1230,8 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_C12_to_n_Mg23_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_C12_to_n_Mg23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + C12 --> n + Mg23
 
@@ -1085,9 +1246,13 @@ void rate_C12_C12_to_n_Mg23_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -12.8056 + -30.1498 * tfactors.T9i + 11.4826 * tfactors.T913
                          + 1.82849 * tfactors.T9 + -0.34844 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  30.1498 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 11.4826 * tfactors.T923i
                                   + 1.82849 + (5.0/3.0) * -0.34844 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1101,8 +1266,8 @@ void rate_C12_C12_to_n_Mg23_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_O16_to_n_S31_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O16_O16_to_n_S31_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + O16 --> n + S31
 
@@ -1117,9 +1282,13 @@ void rate_O16_O16_to_n_S31_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  77.5491 + -0.373641 * tfactors.T9i + -120.83 * tfactors.T913i + -7.72334 * tfactors.T913
                          + -2.27939 * tfactors.T9 + 0.167655 * tfactors.T953 + 7.62001 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.373641 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -120.83 * tfactors.T943i + (1.0/3.0) * -7.72334 * tfactors.T923i
                                   + -2.27939 + (5.0/3.0) * 0.167655 * tfactors.T923 + 7.62001 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1133,8 +1302,8 @@ void rate_O16_O16_to_n_S31_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_O16_to_n_Si27_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_O16_to_n_Si27_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + C12 --> n + Si27
 
@@ -1149,9 +1318,13 @@ void rate_C12_O16_to_n_Si27_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -132.213 + -1.46479 * tfactors.T9i + -293.089 * tfactors.T913i + 414.404 * tfactors.T913
                          + -28.0562 * tfactors.T9 + 1.61807 * tfactors.T953 + -178.28 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.46479 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -293.089 * tfactors.T943i + (1.0/3.0) * 414.404 * tfactors.T923i
                                   + -28.0562 + (5.0/3.0) * 1.61807 * tfactors.T923 + -178.28 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1165,8 +1338,8 @@ void rate_C12_O16_to_n_Si27_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_S32_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_S32_to_Ar36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S32 + He4 --> Ar36
 
@@ -1181,9 +1354,13 @@ void rate_He4_S32_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  48.901 + -65.3709 * tfactors.T913i + 5.68294 * tfactors.T913
                          + -5.00388 * tfactors.T9 + 0.571407 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -65.3709 * tfactors.T943i + (1.0/3.0) * 5.68294 * tfactors.T923i
                                   + -5.00388 + (5.0/3.0) * 0.571407 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1197,8 +1374,8 @@ void rate_He4_S32_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cl35_to_Ar36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl35 + p --> Ar36
 
@@ -1213,9 +1390,13 @@ void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -42.5249 + -0.564651 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.564651 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1230,9 +1411,13 @@ void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  35.6868 + -27.8971 * tfactors.T913i + -16.2304 * tfactors.T913
                          + 35.255 * tfactors.T9 + -25.8411 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -27.8971 * tfactors.T943i + (1.0/3.0) * -16.2304 * tfactors.T923i
                                   + 35.255 + (5.0/3.0) * -25.8411 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1247,9 +1432,13 @@ void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -7.84699 + -3.65092 * tfactors.T9i + 18.0179 * tfactors.T913
                          + -2.86304 * tfactors.T9 + 0.250854 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.65092 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 18.0179 * tfactors.T923i
                                   + -2.86304 + (5.0/3.0) * 0.250854 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1264,9 +1453,13 @@ void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -9.03294 + -2.00996 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.00996 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1280,8 +1473,8 @@ void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cl35_to_He4_S32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl35 + p --> He4 + S32
 
@@ -1296,9 +1489,13 @@ void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -1.01202 + -3.93495 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.93495 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1313,9 +1510,13 @@ void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -57.5294 + -0.532931 * tfactors.T9i + 25.5338 * tfactors.T913
                          + 6.45824 * tfactors.T9 + -0.950294 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.532931 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 25.5338 * tfactors.T923i
                                   + 6.45824 + (5.0/3.0) * -0.950294 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1330,9 +1531,13 @@ void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  32.12 + -30.9147 * tfactors.T913i + -1.2345 * tfactors.T913
                          + 22.5118 * tfactors.T9 + -33.0589 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -30.9147 * tfactors.T943i + (1.0/3.0) * -1.2345 * tfactors.T923i
                                   + 22.5118 + (5.0/3.0) * -33.0589 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1347,9 +1552,13 @@ void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  2.29121 + -6.00976 * tfactors.T9i + 5.33756 * tfactors.T913
                          + 1.64418 * tfactors.T9 + -0.246167 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.00976 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 5.33756 * tfactors.T923i
                                   + 1.64418 + (5.0/3.0) * -0.246167 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1363,8 +1572,8 @@ void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ar36_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ar36_to_Ca40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar36 + He4 --> Ca40
 
@@ -1379,9 +1588,13 @@ void rate_He4_Ar36_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  52.3486 + -71.0046 * tfactors.T913i + 4.0656 * tfactors.T913
                          + -5.26509 * tfactors.T9 + 0.683546 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -71.0046 * tfactors.T943i + (1.0/3.0) * 4.0656 * tfactors.T923i
                                   + -5.26509 + (5.0/3.0) * 0.683546 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1395,8 +1608,8 @@ void rate_He4_Ar36_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_K39_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_K39_to_Ca40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K39 + p --> Ca40
 
@@ -1411,9 +1624,13 @@ void rate_p_K39_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  2761.38 + -5.22234 * tfactors.T9i + 802.18 * tfactors.T913i + -4010.27 * tfactors.T913
                          + 1136.19 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.22234 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 802.18 * tfactors.T943i + (1.0/3.0) * -4010.27 * tfactors.T923i
                                   + 1136.19 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1428,9 +1645,13 @@ void rate_p_K39_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  588.099 + -12.5647 * tfactors.T9i + 641.844 * tfactors.T913i + -1248.49 * tfactors.T913
                          + 564.926 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.5647 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 641.844 * tfactors.T943i + (1.0/3.0) * -1248.49 * tfactors.T923i
                                   + 564.926 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1445,9 +1666,13 @@ void rate_p_K39_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  102.252 + -1.66508 * tfactors.T9i + 41.1723 * tfactors.T913i + -149.299 * tfactors.T913
                          + 10.5229 * tfactors.T9 + -0.68208 * tfactors.T953 + 59.2367 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.66508 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 41.1723 * tfactors.T943i + (1.0/3.0) * -149.299 * tfactors.T923i
                                   + 10.5229 + (5.0/3.0) * -0.68208 * tfactors.T923 + 59.2367 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1461,8 +1686,8 @@ void rate_p_K39_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_K39_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_K39_to_He4_Ar36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K39 + p --> He4 + Ar36
 
@@ -1477,9 +1702,13 @@ void rate_p_K39_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  20.5166 + -30.0732 * tfactors.T913i + 7.03263 * tfactors.T913
                          + -1.10085 * tfactors.T9 + 0.133768 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -30.0732 * tfactors.T943i + (1.0/3.0) * 7.03263 * tfactors.T923i
                                   + -1.10085 + (5.0/3.0) * 0.133768 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1493,8 +1722,8 @@ void rate_p_K39_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ca40_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ca40_to_Ti44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca40 + He4 --> Ti44
 
@@ -1509,9 +1738,13 @@ void rate_He4_Ca40_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  53.75 + -76.4273 * tfactors.T913i + 3.87451 * tfactors.T913
                          + -3.61477 * tfactors.T9 + 0.367451 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -76.4273 * tfactors.T943i + (1.0/3.0) * 3.87451 * tfactors.T923i
                                   + -3.61477 + (5.0/3.0) * 0.367451 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1525,8 +1758,8 @@ void rate_He4_Ca40_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Sc43_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Sc43_to_Ti44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc43 + p --> Ti44
 
@@ -1541,9 +1774,13 @@ void rate_p_Sc43_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.8432 + -32.1734 * tfactors.T913i + -1.77078 * tfactors.T913
                          + -2.21706 * tfactors.T9 + 0.298499 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -32.1734 * tfactors.T943i + (1.0/3.0) * -1.77078 * tfactors.T923i
                                   + -2.21706 + (5.0/3.0) * 0.298499 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1557,8 +1794,8 @@ void rate_p_Sc43_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Sc43_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Sc43_to_He4_Ca40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc43 + p --> He4 + Ca40
 
@@ -1573,9 +1810,13 @@ void rate_p_Sc43_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  34.8559 + -32.1734 * tfactors.T913i + 0.0296879 * tfactors.T913
                          + -0.95232 * tfactors.T9 + 0.129022 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -32.1734 * tfactors.T943i + (1.0/3.0) * 0.0296879 * tfactors.T923i
                                   + -0.95232 + (5.0/3.0) * 0.129022 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1589,8 +1830,8 @@ void rate_p_Sc43_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ti44_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ti44_to_Cr48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti44 + He4 --> Cr48
 
@@ -1605,9 +1846,13 @@ void rate_He4_Ti44_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  64.7958 + -81.667 * tfactors.T913i + -10.6333 * tfactors.T913
                          + -0.672613 * tfactors.T9 + 0.161209 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -81.667 * tfactors.T943i + (1.0/3.0) * -10.6333 * tfactors.T923i
                                   + -0.672613 + (5.0/3.0) * 0.161209 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1621,8 +1866,8 @@ void rate_He4_Ti44_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ti44_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ti44_to_p_V47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti44 + He4 --> p + V47
 
@@ -1637,9 +1882,13 @@ void rate_He4_Ti44_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -76.5154 + -10.7931 * tfactors.T9i + 70.2835 * tfactors.T913
                          + -7.99061 * tfactors.T9 + 0.486213 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.7931 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 70.2835 * tfactors.T923i
                                   + -7.99061 + (5.0/3.0) * 0.486213 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1653,8 +1902,8 @@ void rate_He4_Ti44_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_V47_to_Cr48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V47 + p --> Cr48
 
@@ -1669,9 +1918,13 @@ void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  42.6798 + -6.0593 * tfactors.T9i + -34.0548 * tfactors.T913i + -3.41973 * tfactors.T913
                          + 1.16501 * tfactors.T9 + -0.105543 * tfactors.T953 + -7.70886 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.0593 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -34.0548 * tfactors.T943i + (1.0/3.0) * -3.41973 * tfactors.T923i
                                   + 1.16501 + (5.0/3.0) * -0.105543 * tfactors.T923 + -7.70886 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1686,9 +1939,13 @@ void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  511.463 + -5.29491 * tfactors.T9i + 317.171 * tfactors.T913i + -911.679 * tfactors.T913
                          + 94.4245 * tfactors.T9 + -10.1973 * tfactors.T953 + 330.727 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.29491 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 317.171 * tfactors.T943i + (1.0/3.0) * -911.679 * tfactors.T923i
                                   + 94.4245 + (5.0/3.0) * -10.1973 * tfactors.T923 + 330.727 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1703,9 +1960,13 @@ void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  23.8315 + 0.246665 * tfactors.T9i + -45.9868 * tfactors.T913i + 13.6822 * tfactors.T913
                          + -0.376902 * tfactors.T9 + -0.0194875 * tfactors.T953 + -8.42325 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.246665 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -45.9868 * tfactors.T943i + (1.0/3.0) * 13.6822 * tfactors.T923i
                                   + -0.376902 + (5.0/3.0) * -0.0194875 * tfactors.T923 + -8.42325 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1720,9 +1981,13 @@ void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  40.5626 + -0.514414 * tfactors.T9i + -110.655 * tfactors.T913i + 83.0232 * tfactors.T913
                          + -19.7762 * tfactors.T9 + 3.03961 * tfactors.T953 + -49.4742 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.514414 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -110.655 * tfactors.T943i + (1.0/3.0) * 83.0232 * tfactors.T923i
                                   + -19.7762 + (5.0/3.0) * 3.03961 * tfactors.T923 + -49.4742 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1736,8 +2001,8 @@ void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cr48_to_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cr48_to_Fe52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr48 + He4 --> Fe52
 
@@ -1752,9 +2017,13 @@ void rate_He4_Cr48_to_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  65.1754 + -86.7459 * tfactors.T913i + -9.79373 * tfactors.T913
                          + -0.772169 * tfactors.T9 + 0.155883 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -86.7459 * tfactors.T943i + (1.0/3.0) * -9.79373 * tfactors.T923i
                                   + -0.772169 + (5.0/3.0) * 0.155883 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1768,8 +2037,8 @@ void rate_He4_Cr48_to_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cr48_to_p_Mn51_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cr48_to_p_Mn51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr48 + He4 --> p + Mn51
 
@@ -1784,9 +2053,13 @@ void rate_He4_Cr48_to_p_Mn51_removed(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  59.2276 + -86.7459 * tfactors.T913i + 1.05653 * tfactors.T913
                          + -1.15757 * tfactors.T9 + 0.0877546 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -86.7459 * tfactors.T943i + (1.0/3.0) * 1.05653 * tfactors.T923i
                                   + -1.15757 + (5.0/3.0) * 0.0877546 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1800,8 +2073,8 @@ void rate_He4_Cr48_to_p_Mn51_removed(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Mn51_to_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Mn51_to_Fe52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn51 + p --> Fe52
 
@@ -1816,9 +2089,13 @@ void rate_p_Mn51_to_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.2596 + -36.1825 * tfactors.T913i + 0.873042 * tfactors.T913
                          + -2.89731 * tfactors.T9 + 0.364394 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -36.1825 * tfactors.T943i + (1.0/3.0) * 0.873042 * tfactors.T923i
                                   + -2.89731 + (5.0/3.0) * 0.364394 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1832,8 +2109,8 @@ void rate_p_Mn51_to_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe52_to_Ni56_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe52_to_Ni56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe52 + He4 --> Ni56
 
@@ -1848,9 +2125,13 @@ void rate_He4_Fe52_to_Ni56_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  66.6417 + -91.6819 * tfactors.T913i + -9.51885 * tfactors.T913
                          + -0.533014 * tfactors.T9 + 0.0892607 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -91.6819 * tfactors.T943i + (1.0/3.0) * -9.51885 * tfactors.T923i
                                   + -0.533014 + (5.0/3.0) * 0.0892607 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1864,8 +2145,8 @@ void rate_He4_Fe52_to_Ni56_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe52_to_p_Co55_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe52_to_p_Co55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe52 + He4 --> p + Co55
 
@@ -1880,9 +2161,13 @@ void rate_He4_Fe52_to_p_Co55_removed(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  62.2207 + -91.6819 * tfactors.T913i + -0.329235 * tfactors.T913
                          + -0.780924 * tfactors.T9 + 0.0425179 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -91.6819 * tfactors.T943i + (1.0/3.0) * -0.329235 * tfactors.T923i
                                   + -0.780924 + (5.0/3.0) * 0.0425179 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1896,8 +2181,8 @@ void rate_He4_Fe52_to_p_Co55_removed(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Co55_to_Ni56_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Co55_to_Ni56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co55 + p --> Ni56
 
@@ -1912,9 +2197,13 @@ void rate_p_Co55_to_Ni56_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  37.3736 + -38.1053 * tfactors.T913i + -0.210947 * tfactors.T913
                          + -2.68377 * tfactors.T9 + 0.355814 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -38.1053 * tfactors.T943i + (1.0/3.0) * -0.210947 * tfactors.T923i
                                   + -2.68377 + (5.0/3.0) * 0.355814 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1927,629 +2216,773 @@ void rate_p_Co55_to_Ni56_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 
 }
 
-template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_C12_to_Mg24_modified(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    // C12 + C12 --> Mg24 (calls the underlying rate)
-
-    rate_C12_C12_to_n_Mg23_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-}
-
-template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_O16_to_S32_modified(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    // O16 + O16 --> S32 (calls the underlying rate)
-
-    rate_O16_O16_to_n_S31_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-}
-
-template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_O16_to_Si28_modified(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    // O16 + C12 --> Si28 (calls the underlying rate)
-
-    rate_C12_O16_to_n_Si27_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-}
-
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_S32_He4_to_Ar36_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ag = rate_eval.screened_rates(k_He4_S32_to_Ar36_removed);
-    amrex::Real r_ap = rate_eval.screened_rates(k_He4_S32_to_p_Cl35_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Cl35_to_Ar36_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Cl35_to_He4_S32_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ag + r_ap * r_pg * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_removed);
-        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_removed);
-        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ar36_to_S32_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ga = rate_eval.screened_rates(k_Ar36_to_He4_S32_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Cl35_to_He4_S32_removed);
-    amrex::Real r_gp = rate_eval.screened_rates(k_Ar36_to_p_Cl35_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Cl35_to_Ar36_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ga + r_gp * r_pa * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ar36_to_He4_S32_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_removed);
-        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ar36_to_p_Cl35_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_removed);
-        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ar36_He4_to_Ca40_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ar36_to_Ca40_removed);
-    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ar36_to_p_K39_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_K39_to_Ca40_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_K39_to_He4_Ar36_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ag + r_ap * r_pg * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_removed);
-        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_removed);
-        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca40_to_Ar36_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ga = rate_eval.screened_rates(k_Ca40_to_He4_Ar36_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_K39_to_He4_Ar36_removed);
-    amrex::Real r_gp = rate_eval.screened_rates(k_Ca40_to_p_K39_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_K39_to_Ca40_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ga + r_gp * r_pa * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ca40_to_He4_Ar36_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_removed);
-        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ca40_to_p_K39_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_removed);
-        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca40_He4_to_Ti44_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ca40_to_Ti44_removed);
-    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Sc43_to_Ti44_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ag + r_ap * r_pg * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_removed);
-        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_removed);
-        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti44_to_Ca40_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ga = rate_eval.screened_rates(k_Ti44_to_He4_Ca40_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_removed);
-    amrex::Real r_gp = rate_eval.screened_rates(k_Ti44_to_p_Sc43_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Sc43_to_Ti44_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ga + r_gp * r_pa * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ti44_to_He4_Ca40_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_removed);
-        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ti44_to_p_Sc43_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_removed);
-        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti44_He4_to_Cr48_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ti44_to_Cr48_removed);
-    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ti44_to_p_V47_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_V47_to_Cr48_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_V47_to_He4_Ti44_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ag + r_ap * r_pg * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_removed);
-        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_removed);
-        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr48_to_Ti44_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ga = rate_eval.screened_rates(k_Cr48_to_He4_Ti44_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_V47_to_He4_Ti44_removed);
-    amrex::Real r_gp = rate_eval.screened_rates(k_Cr48_to_p_V47_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_V47_to_Cr48_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ga + r_gp * r_pa * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Cr48_to_He4_Ti44_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_removed);
-        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Cr48_to_p_V47_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_removed);
-        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr48_He4_to_Fe52_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Cr48_to_Fe52_removed);
-    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Cr48_to_p_Mn51_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Mn51_to_Fe52_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ag + r_ap * r_pg * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Cr48_to_Fe52_removed);
-        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Cr48_to_p_Mn51_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_removed);
-        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe52_to_Cr48_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ga = rate_eval.screened_rates(k_Fe52_to_He4_Cr48_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_removed);
-    amrex::Real r_gp = rate_eval.screened_rates(k_Fe52_to_p_Mn51_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Mn51_to_Fe52_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ga + r_gp * r_pa * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Fe52_to_He4_Cr48_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_removed);
-        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Fe52_to_p_Mn51_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_removed);
-        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe52_He4_to_Ni56_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Fe52_to_Ni56_removed);
-    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Fe52_to_p_Co55_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Co55_to_Ni56_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ag + r_ap * r_pg * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_removed);
-        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_Co55_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_removed);
-        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni56_to_Fe52_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ga = rate_eval.screened_rates(k_Ni56_to_He4_Fe52_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_removed);
-    amrex::Real r_gp = rate_eval.screened_rates(k_Ni56_to_p_Co55_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Co55_to_Ni56_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ga + r_gp * r_pa * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ni56_to_He4_Fe52_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_removed);
-        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ni56_to_p_Co55_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_removed);
-        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-
-template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void
-fill_reaclib_rates(const tf_t& tfactors, T& rate_eval)
-{
-
-    amrex::Real rate;
-    amrex::Real drate_dT;
-
-    rate_p_C12_to_N13_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_C12_to_N13_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib) = drate_dT;
-
-    }
-    rate_He4_C12_to_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = drate_dT;
-
-    }
-    rate_He4_O16_to_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ne20_to_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib) = drate_dT;
-
-    }
-    rate_p_Na23_to_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Na23_to_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_Mg24_reaclib) = drate_dT;
-
-    }
-    rate_He4_Mg24_to_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Mg24_to_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_Si28_reaclib) = drate_dT;
-
-    }
-    rate_p_Al27_to_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Al27_to_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_Si28_reaclib) = drate_dT;
-
-    }
-    rate_He4_Si28_to_S32_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Si28_to_S32_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_S32_reaclib) = drate_dT;
-
-    }
-    rate_p_P31_to_S32_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_P31_to_S32_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_P31_to_S32_reaclib) = drate_dT;
-
-    }
-    rate_C12_C12_to_p_Na23_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib) = drate_dT;
-
-    }
-    rate_C12_C12_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib) = drate_dT;
-
-    }
-    rate_He4_N13_to_p_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib) = drate_dT;
-
-    }
-    rate_C12_O16_to_p_Al27_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_O16_to_p_Al27_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_p_Al27_reaclib) = drate_dT;
-
-    }
-    rate_C12_O16_to_He4_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_O16_to_He4_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_He4_Mg24_reaclib) = drate_dT;
-
-    }
-    rate_O16_O16_to_p_P31_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O16_O16_to_p_P31_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_p_P31_reaclib) = drate_dT;
-
-    }
-    rate_O16_O16_to_He4_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O16_O16_to_He4_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_He4_Si28_reaclib) = drate_dT;
-
-    }
-    rate_p_Ne20_to_He4_F17_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ne20_to_He4_F17_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ne20_to_He4_F17_reaclib) = drate_dT;
-
-    }
-    rate_p_Na23_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Na23_to_He4_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_He4_Ne20_reaclib) = drate_dT;
-
-    }
-    rate_p_Al27_to_He4_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Al27_to_He4_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_He4_Mg24_reaclib) = drate_dT;
-
-    }
-    rate_p_P31_to_He4_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_P31_to_He4_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_P31_to_He4_Si28_reaclib) = drate_dT;
-
-    }
-    rate_He4_He4_He4_to_C12_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib) = drate_dT;
-
-    }
-    rate_C12_C12_to_n_Mg23_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_C12_to_n_Mg23_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_n_Mg23_removed) = drate_dT;
-
-    }
-    rate_O16_O16_to_n_S31_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O16_O16_to_n_S31_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_n_S31_removed) = drate_dT;
-
-    }
-    rate_C12_O16_to_n_Si27_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_O16_to_n_Si27_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_n_Si27_removed) = drate_dT;
-
-    }
-    rate_He4_S32_to_Ar36_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_S32_to_Ar36_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_removed) = drate_dT;
-
-    }
-    rate_p_Cl35_to_Ar36_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cl35_to_Ar36_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_removed) = drate_dT;
-
-    }
-    rate_p_Cl35_to_He4_S32_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cl35_to_He4_S32_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_removed) = drate_dT;
-
-    }
-    rate_He4_Ar36_to_Ca40_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ar36_to_Ca40_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_removed) = drate_dT;
-
-    }
-    rate_p_K39_to_Ca40_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_K39_to_Ca40_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_removed) = drate_dT;
-
-    }
-    rate_p_K39_to_He4_Ar36_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_K39_to_He4_Ar36_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_removed) = drate_dT;
-
-    }
-    rate_He4_Ca40_to_Ti44_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ca40_to_Ti44_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_removed) = drate_dT;
-
-    }
-    rate_p_Sc43_to_Ti44_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Sc43_to_Ti44_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_removed) = drate_dT;
-
-    }
-    rate_p_Sc43_to_He4_Ca40_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_removed) = drate_dT;
-
-    }
-    rate_He4_Ti44_to_Cr48_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ti44_to_Cr48_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_removed) = drate_dT;
-
-    }
-    rate_He4_Ti44_to_p_V47_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ti44_to_p_V47_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_removed) = drate_dT;
-
-    }
-    rate_p_V47_to_Cr48_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_V47_to_Cr48_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_removed) = drate_dT;
-
-    }
-    rate_He4_Cr48_to_Fe52_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cr48_to_Fe52_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cr48_to_Fe52_removed) = drate_dT;
-
-    }
-    rate_He4_Cr48_to_p_Mn51_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cr48_to_p_Mn51_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cr48_to_p_Mn51_removed) = drate_dT;
-
-    }
-    rate_p_Mn51_to_Fe52_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Mn51_to_Fe52_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_removed) = drate_dT;
-
-    }
-    rate_He4_Fe52_to_Ni56_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Fe52_to_Ni56_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_removed) = drate_dT;
-
-    }
-    rate_He4_Fe52_to_p_Co55_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Fe52_to_p_Co55_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_Co55_removed) = drate_dT;
-
-    }
-    rate_p_Co55_to_Ni56_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Co55_to_Ni56_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_removed) = drate_dT;
-
-    }
-    rate_C12_C12_to_Mg24_modified<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_C12_to_Mg24_modified) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_Mg24_modified) = drate_dT;
-
-    }
-    rate_O16_O16_to_S32_modified<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O16_O16_to_S32_modified) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_S32_modified) = drate_dT;
-
-    }
-    rate_C12_O16_to_Si28_modified<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_O16_to_Si28_modified) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_Si28_modified) = drate_dT;
-
-    }
-
-}
 
 template <int do_T_derivatives, typename T>
 AMREX_GPU_HOST_DEVICE AMREX_INLINE
 void
-fill_approx_rates([[maybe_unused]] const tf_t& tfactors,
-                  [[maybe_unused]] const amrex::Real rho,
-                  [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
-                  [[maybe_unused]] T& rate_eval)
+fill_reaclib_rates([[maybe_unused]] const tf_t& tfactors,
+                   [[maybe_unused]] T& rate_eval)
 {
 
-    [[maybe_unused]] amrex::Real rate{};
-    [[maybe_unused]] amrex::Real drate_dT{};
-
-    rate_S32_He4_to_Ar36_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_S32_He4_to_Ar36_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_S32_He4_to_Ar36_approx) = drate_dT;
-
-    }
-    rate_Ar36_to_S32_He4_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ar36_to_S32_He4_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ar36_to_S32_He4_approx) = drate_dT;
-
-    }
-    rate_Ar36_He4_to_Ca40_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ar36_He4_to_Ca40_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ar36_He4_to_Ca40_approx) = drate_dT;
-
-    }
-    rate_Ca40_to_Ar36_He4_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ca40_to_Ar36_He4_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca40_to_Ar36_He4_approx) = drate_dT;
-
-    }
-    rate_Ca40_He4_to_Ti44_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ca40_He4_to_Ti44_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca40_He4_to_Ti44_approx) = drate_dT;
-
-    }
-    rate_Ti44_to_Ca40_He4_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ti44_to_Ca40_He4_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti44_to_Ca40_He4_approx) = drate_dT;
-
-    }
-    rate_Ti44_He4_to_Cr48_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ti44_He4_to_Cr48_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti44_He4_to_Cr48_approx) = drate_dT;
-
-    }
-    rate_Cr48_to_Ti44_He4_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Cr48_to_Ti44_He4_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr48_to_Ti44_He4_approx) = drate_dT;
-
-    }
-    rate_Cr48_He4_to_Fe52_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Cr48_He4_to_Fe52_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr48_He4_to_Fe52_approx) = drate_dT;
+    [[maybe_unused]] amrex::Real rate;
+    [[maybe_unused]] amrex::Real drate_dT;
 
-    }
-    rate_Fe52_to_Cr48_He4_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Fe52_to_Cr48_He4_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe52_to_Cr48_He4_approx) = drate_dT;
-
-    }
-    rate_Fe52_He4_to_Ni56_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Fe52_He4_to_Ni56_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe52_He4_to_Ni56_approx) = drate_dT;
+    {
+        // p_C12_to_N13_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_C12);
+        }
+#endif
+        rate_p_C12_to_N13_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_C12_to_N13_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_C12_to_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_C12);
+        }
+#endif
+        rate_He4_C12_to_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O16_to_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O16);
+        }
+#endif
+        rate_He4_O16_to_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ne20_to_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ne20);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ne20);
+        }
+#endif
+        rate_He4_Ne20_to_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Na23_to_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Na23);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Na23);
+        }
+#endif
+        rate_p_Na23_to_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Na23_to_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Na23_to_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mg24_to_Si28_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mg24);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mg24);
+        }
+#endif
+        rate_He4_Mg24_to_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Mg24_to_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mg24_to_Si28_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Al27_to_Si28_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Al27);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Al27);
+        }
+#endif
+        rate_p_Al27_to_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Al27_to_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Al27_to_Si28_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Si28_to_S32_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Si28);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Si28);
+        }
+#endif
+        rate_He4_Si28_to_S32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Si28_to_S32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Si28_to_S32_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_P31_to_S32_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_P31);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_P31);
+        }
+#endif
+        rate_p_P31_to_S32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_P31_to_S32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_P31_to_S32_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_C12_to_p_Na23_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_C12);
+        }
+#endif
+        rate_C12_C12_to_p_Na23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_C12_to_He4_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_C12);
+        }
+#endif
+        rate_C12_C12_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_N13_to_p_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_N13);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_N13);
+        }
+#endif
+        rate_He4_N13_to_p_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_O16_to_p_Al27_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_O16);
+        }
+#endif
+        rate_C12_O16_to_p_Al27_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_O16_to_p_Al27_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_O16_to_p_Al27_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_O16_to_He4_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_O16);
+        }
+#endif
+        rate_C12_O16_to_He4_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_O16_to_He4_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_O16_to_He4_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // O16_O16_to_p_P31_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_O16_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_O16_O16);
+        }
+#endif
+        rate_O16_O16_to_p_P31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O16_O16_to_p_P31_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O16_O16_to_p_P31_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // O16_O16_to_He4_Si28_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_O16_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_O16_O16);
+        }
+#endif
+        rate_O16_O16_to_He4_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O16_O16_to_He4_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O16_O16_to_He4_Si28_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ne20_to_He4_F17_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ne20);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ne20);
+        }
+#endif
+        rate_p_Ne20_to_He4_F17_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ne20_to_He4_F17_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ne20_to_He4_F17_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Na23_to_He4_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Na23);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Na23);
+        }
+#endif
+        rate_p_Na23_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Na23_to_He4_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Na23_to_He4_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Al27_to_He4_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Al27);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Al27);
+        }
+#endif
+        rate_p_Al27_to_He4_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Al27_to_He4_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Al27_to_He4_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_P31_to_He4_Si28_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_P31);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_P31);
+        }
+#endif
+        rate_p_P31_to_He4_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_P31_to_He4_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_P31_to_He4_Si28_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_He4_He4_to_C12_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_He4) + rate_eval.log_screen(k_He4_Be8);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_He4) + rate_eval.dlog_screen_dT(k_He4_Be8);
+        }
+#endif
+        rate_He4_He4_He4_to_C12_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_C12_to_n_Mg23_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_C12);
+        }
+#endif
+        rate_C12_C12_to_n_Mg23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_C12_to_n_Mg23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_C12_to_n_Mg23_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // O16_O16_to_n_S31_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_O16_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_O16_O16);
+        }
+#endif
+        rate_O16_O16_to_n_S31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O16_O16_to_n_S31_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O16_O16_to_n_S31_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_O16_to_n_Si27_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_O16);
+        }
+#endif
+        rate_C12_O16_to_n_Si27_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_O16_to_n_Si27_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_O16_to_n_Si27_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_S32_to_Ar36_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_S32);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_S32);
+        }
+#endif
+        rate_He4_S32_to_Ar36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_S32_to_Ar36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cl35_to_Ar36_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cl35);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cl35);
+        }
+#endif
+        rate_p_Cl35_to_Ar36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cl35_to_Ar36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cl35_to_He4_S32_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cl35);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cl35);
+        }
+#endif
+        rate_p_Cl35_to_He4_S32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cl35_to_He4_S32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ar36_to_Ca40_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ar36);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ar36);
+        }
+#endif
+        rate_He4_Ar36_to_Ca40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ar36_to_Ca40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_K39_to_Ca40_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_K39);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_K39);
+        }
+#endif
+        rate_p_K39_to_Ca40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_K39_to_Ca40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_K39_to_He4_Ar36_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_K39);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_K39);
+        }
+#endif
+        rate_p_K39_to_He4_Ar36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_K39_to_He4_Ar36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ca40_to_Ti44_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ca40);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ca40);
+        }
+#endif
+        rate_He4_Ca40_to_Ti44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ca40_to_Ti44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Sc43_to_Ti44_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Sc43);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Sc43);
+        }
+#endif
+        rate_p_Sc43_to_Ti44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Sc43_to_Ti44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Sc43_to_He4_Ca40_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Sc43);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Sc43);
+        }
+#endif
+        rate_p_Sc43_to_He4_Ca40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ti44_to_Cr48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ti44);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ti44);
+        }
+#endif
+        rate_He4_Ti44_to_Cr48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ti44_to_Cr48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ti44_to_p_V47_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ti44);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ti44);
+        }
+#endif
+        rate_He4_Ti44_to_p_V47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ti44_to_p_V47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_V47_to_Cr48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_V47);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_V47);
+        }
+#endif
+        rate_p_V47_to_Cr48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_V47_to_Cr48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cr48_to_Fe52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cr48);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cr48);
+        }
+#endif
+        rate_He4_Cr48_to_Fe52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cr48_to_Fe52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cr48_to_Fe52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cr48_to_p_Mn51_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cr48);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cr48);
+        }
+#endif
+        rate_He4_Cr48_to_p_Mn51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cr48_to_p_Mn51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cr48_to_p_Mn51_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Mn51_to_Fe52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Mn51);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Mn51);
+        }
+#endif
+        rate_p_Mn51_to_Fe52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Mn51_to_Fe52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe52_to_Ni56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe52);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe52);
+        }
+#endif
+        rate_He4_Fe52_to_Ni56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Fe52_to_Ni56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe52_to_p_Co55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe52);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe52);
+        }
+#endif
+        rate_He4_Fe52_to_p_Co55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Fe52_to_p_Co55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_Co55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Co55_to_Ni56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Co55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Co55);
+        }
+#endif
+        rate_p_Co55_to_Ni56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Co55_to_Ni56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_reaclib) = drate_dT;
+        }
     }
-    rate_Ni56_to_Fe52_He4_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ni56_to_Fe52_He4_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni56_to_Fe52_He4_approx) = drate_dT;
 
-    }
 
 }
 
diff --git a/networks/he-burn/ase-test/table_rates.H b/networks/he-burn/ase-test/table_rates.H
index 6d3fff3c96..27520b6fbc 100644
--- a/networks/he-burn/ase-test/table_rates.H
+++ b/networks/he-burn/ase-test/table_rates.H
@@ -57,7 +57,7 @@ namespace rate_tables
 }
 
 
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_linear_1d(const amrex::Real fhi, const amrex::Real flo, const amrex::Real xhi, const amrex::Real xlo, const amrex::Real x)
 {
@@ -70,7 +70,7 @@ evaluate_linear_1d(const amrex::Real fhi, const amrex::Real flo, const amrex::Re
     return f;
 }
 
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_linear_2d(const amrex::Real fip1jp1, const amrex::Real fip1j, const amrex::Real fijp1, const amrex::Real fij,
           const amrex::Real xhi, const amrex::Real xlo, const amrex::Real yhi, const amrex::Real ylo,
@@ -102,7 +102,7 @@ evaluate_linear_2d(const amrex::Real fip1jp1, const amrex::Real fip1j, const amr
 
 
 template<typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_vars(const int irhoy_lo, const int jtemp_lo,
               const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -132,7 +132,7 @@ evaluate_vars(const int irhoy_lo, const int jtemp_lo,
 
 
 template<typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_dr_dtemp(const int irhoy_lo, const int jtemp_lo,
                   const table_t& table_meta, const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -275,7 +275,7 @@ evaluate_dr_dtemp(const int irhoy_lo, const int jtemp_lo,
 
 
 template <typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 void
 get_entries(const int irhoy_lo, const int jtemp_lo,
             const table_t& table_meta, const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -303,7 +303,7 @@ get_entries(const int irhoy_lo, const int jtemp_lo,
 }
 
 template <typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 void
 tabular_evaluate(const table_t& table_meta,
                  const R& log_rhoy_table, const T& log_temp_table, const D& data,
diff --git a/networks/he-burn/ase-test/temperature_table_rates.H b/networks/he-burn/ase-test/temperature_table_rates.H
index 7c2eb575e5..e215f93d93 100644
--- a/networks/he-burn/ase-test/temperature_table_rates.H
+++ b/networks/he-burn/ase-test/temperature_table_rates.H
@@ -5,7 +5,7 @@
 
 #include <tfactors.H>
 #include <actual_network.H>
-
+#include <interp_tools.H>
 
 using namespace amrex::literals;
 
@@ -14,7 +14,8 @@ using namespace Rates;
 // temperature / rate tabulation for O16 + p --> F17
 
 namespace O16_p_to_F17_iliadis_data {
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 51> log_t9 = {
+
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 51> log_t9 = {
      -5.809142990314028  , -5.521460917862246  , -5.298317366548036  ,
      -5.115995809754082  , -4.961845129926823  , -4.8283137373023015 ,
      -4.710530701645918  , -4.605170185988091  , -4.509860006183766  ,
@@ -34,7 +35,7 @@ namespace O16_p_to_F17_iliadis_data {
      0.9162907318741551 ,  1.0986122886681098 ,  1.252762968495368
     };
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 51> log_rate = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 51> log_rate = {
      -92.93857540035118  , -82.5573056521023   , -75.17704808114306  ,
      -69.55076155001605  , -65.06026927373573  , -61.357534849389125 ,
      -58.22977030900149  , -55.537137188803406 , -53.184101816303524 ,
@@ -53,25 +54,27 @@ namespace O16_p_to_F17_iliadis_data {
      3.2703291064571163,   3.872450230308323 ,   4.364753306003425 ,
      5.127529045567755 ,   5.694068782468562 ,   6.129268051255177
     };
+
 }
 
 
 namespace temp_tabular {
 
     template <int do_T_derivatives>
-    AMREX_GPU_HOST_DEVICE AMREX_INLINE
-    void rate_O16_p_to_F17_iliadis(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+    AMREX_GPU_DEVICE AMREX_INLINE
+    void rate_O16_p_to_F17_iliadis(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
         // O16 + p --> F17
 
-        auto [_rate, _drate_dT] = interp_net::cubic_interp_uneven<do_T_derivatives>(
+        auto [_log_rate, _dlog_rate_dlogT9] = interp_net::cubic_interp_uneven<do_T_derivatives>(
                                                    tfactors.lnT9,
                                                    O16_p_to_F17_iliadis_data::log_t9,
                                                    O16_p_to_F17_iliadis_data::log_rate);
-        rate = std::exp(_rate);
+        rate = std::exp(_log_rate + log_scor);
         // we found dlog(rate)/dlog(T9)
         if constexpr (do_T_derivatives) {
-            drate_dT = rate * tfactors.T9i * _drate_dT * 1.0e-9_rt;
+            amrex::Real dlog_rate_dT = tfactors.T9i * _dlog_rate_dlogT9 * 1.0e-9_rt + dlog_scor_dT
+    ;        drate_dT = rate * dlog_rate_dT;
         }
     }
 
@@ -89,13 +92,26 @@ namespace temp_tabular {
         [[maybe_unused]] amrex::Real rate;
         [[maybe_unused]] amrex::Real drate_dT;
 
-        rate_O16_p_to_F17_iliadis<do_T_derivatives>(tfactors, rate, drate_dT);
-        rate_eval.screened_rates(k_O16_p_to_F17_iliadis) = rate;
-        if constexpr (std::is_same_v<T, rate_derivs_t>) {
-            rate_eval.dscreened_rates_dT(k_O16_p_to_F17_iliadis) = drate_dT;
+        {
+            // O16_p_to_F17_iliadis
 
+            amrex::Real log_scor {0.0_rt};
+            amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+            log_scor = rate_eval.log_screen(k_p_O16);
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O16);
+            }
+#endif
+            rate_O16_p_to_F17_iliadis<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+            rate_eval.screened_rates(k_O16_p_to_F17_iliadis) = rate;
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                rate_eval.dscreened_rates_dT(k_O16_p_to_F17_iliadis) = drate_dT;
+            }
         }
 
+
+
     }
 
 
diff --git a/networks/he-burn/ase/actual_rhs.H b/networks/he-burn/ase/actual_rhs.H
index 26ed1ae931..ebead3efda 100644
--- a/networks/he-burn/ase/actual_rhs.H
+++ b/networks/he-burn/ase/actual_rhs.H
@@ -32,7 +32,7 @@ using namespace Rates;
 using namespace rate_tables;
 
 template<class T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void ener_gener_rate(T const& dydt, amrex::Real& enuc)
 {
 
@@ -53,7 +53,7 @@ void ener_gener_rate(T const& dydt, amrex::Real& enuc)
 
 #ifdef SCREENING
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void evaluate_screening(const burn_t& state,
                         const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
                         T& rate_eval) {
@@ -357,7 +357,7 @@ void evaluate_screening(const burn_t& state,
 
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void evaluate_rates(const burn_t& state,
                     const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
                     T& rate_eval) {
@@ -430,7 +430,7 @@ void evaluate_rates(const burn_t& state,
 
 // backwards-compatible wrapper
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void evaluate_rates(const burn_t& state,
                     T& rate_eval) {
 
@@ -445,7 +445,7 @@ void evaluate_rates(const burn_t& state,
 
 
 #ifdef NSE_NET
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_ydot_weak(const burn_t& state,
                    amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
                    amrex::Real& enuc_weak,
@@ -517,7 +517,7 @@ void get_ydot_weak(const burn_t& state,
 #endif
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void rhs_nuc(const burn_t& state,
              amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
              const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
@@ -654,7 +654,7 @@ void rhs_nuc(const burn_t& state,
 }
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void actual_rhs (const burn_t& state, amrex::Array1D<amrex::Real, 1, neqs>& ydot)
 {
 
@@ -701,7 +701,7 @@ void actual_rhs (const burn_t& state, amrex::Array1D<amrex::Real, 1, neqs>& ydot
 
 
 template<class MatrixType>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void jac_nuc(const burn_t& state,
              MatrixType& jac,
              const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
@@ -1494,7 +1494,7 @@ void jac_nuc(const burn_t& state,
 
 
 template<class MatrixType>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void actual_jac(const burn_t& state, MatrixType& jac)
 {
 
diff --git a/networks/he-burn/ase/ase.png b/networks/he-burn/ase/ase.png
index c6725af3bd..409fd4a51d 100644
Binary files a/networks/he-burn/ase/ase.png and b/networks/he-burn/ase/ase.png differ
diff --git a/networks/he-burn/ase/partition_functions.H b/networks/he-burn/ase/partition_functions.H
index aed45f869a..59662f36f1 100644
--- a/networks/he-burn/ase/partition_functions.H
+++ b/networks/he-burn/ase/partition_functions.H
@@ -120,7 +120,7 @@ namespace part_fun {
     inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Mg24_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
-        9.999994999180668e-07, 0.0001259920626667995, 0.0017764212290928272, 0.008665347199341391, 0.02478529122240376,
+        9.999994999180668e-07, 0.0001259920626667995, 0.0017764212290928272, 0.008665347199341391, 0.024785291222403763,
         0.05209612203517594, 0.09017063128626053, 0.13704782771330884, 0.19024508258946665, 0.30679917070896673,
         0.42717245621910793, 0.5457138884802113, 0.660894613389287, 0.773014180490088, 0.9932517730102834,
         1.2119409739751128, 1.4398351280479205, 1.682688374173693, 1.9487632180377197, 2.244955980157409,
@@ -217,7 +217,7 @@ namespace part_fun {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 1.1999928000476974e-05, 0.0001599872013651075, 0.0008965979359162839,
-        0.0030782573008273765, 0.007778667567807429, 0.01603376935914739, 0.02868269041229125, 0.06934041108806749,
+        0.003078257300827377, 0.007778667567807429, 0.01603376935914739, 0.02868269041229125, 0.06934041108806749,
         0.13236245968854618, 0.21875794860165648, 0.32915769331179123, 0.4643325791959468, 0.8109302162163288,
         1.2669476034873244, 1.81319474994812, 2.4336133554004498, 3.086486636822455, 3.756538102587751,
         4.4272389774954295, 5.093750200806762, 5.746203190540153, 6.386879319362645, 7.940939762327791,
@@ -481,7 +481,7 @@ namespace part_fun {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 1.9999980000601777e-06, 3.299945551192844e-05, 0.0002149768908123338,
-        0.0008776147834635239, 0.002650484360963482, 0.006510758935580232, 0.013783568660113304, 0.04542450669313041,
+        0.0008776147834635239, 0.0026504843609634825, 0.006510758935580232, 0.013783568660113304, 0.04542450669313041,
         0.11337689843044624, 0.2341190990271887, 0.4197354671252422, 0.6733637730790638, 1.3506671834767394,
         2.175887439948088, 3.068052935133617, 3.9982007016691985, 4.948759890378168, 5.910796644040527,
         6.887552571664617, 7.874739125171811, 8.869257522797287, 9.87302834505142, 12.392552212472792,
@@ -505,7 +505,7 @@ namespace part_fun {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 9.999994999180668e-07, 1.7999838002017484e-05, 0.00014798904908051437,
-        0.0006687763192560828, 0.0021007917908672197, 0.0051805577080849445, 0.0108093677159202, 0.033929817942853414,
+        0.0006687763192560828, 0.0021007917908672197, 0.005180557708084945, 0.0108093677159202, 0.033929817942853414,
         0.08125919821801637, 0.16557206393583876, 0.30308828495767837, 0.5109446166860524, 1.172482137234565,
         2.102913897864978, 3.1654750481410856, 4.272490747605575, 5.389071729816501, 6.498282149476434,
         7.605890001053122, 8.712759974960212, 9.814656338829513, 10.918718232265187, 13.664687668229691,
diff --git a/networks/he-burn/ase/pynucastro-info.txt b/networks/he-burn/ase/pynucastro-info.txt
index a8c40442c5..6256cf5f54 100644
--- a/networks/he-burn/ase/pynucastro-info.txt
+++ b/networks/he-burn/ase/pynucastro-info.txt
@@ -1 +1 @@
-pynucastro version: 2.11.0-10-ge524a06ef
+pynucastro version: 2.11.0-7-g6944c31a3
diff --git a/networks/he-burn/cno-he-burn-33a/Make.package b/networks/he-burn/cno-he-burn-33a/Make.package
index fd942a5ce1..35413fdcff 100644
--- a/networks/he-burn/cno-he-burn-33a/Make.package
+++ b/networks/he-burn/cno-he-burn-33a/Make.package
@@ -2,13 +2,15 @@ PYNUCASTRO_NETWORK = TRUE
 CEXE_headers += network_properties.H
 
 ifeq ($(USE_REACT),TRUE)
-  CEXE_sources += actual_network_data.cpp
   CEXE_headers += actual_network.H
   CEXE_headers += tfactors.H
   CEXE_headers += interp_tools.H
   CEXE_headers += partition_functions.H
   CEXE_headers += actual_rhs.H
+  CEXE_headers += rate_type.H
   CEXE_headers += reaclib_rates.H
+  CEXE_headers += approximate_rates.H
+  CEXE_headers += modified_rates.H
   CEXE_headers += table_rates.H
   CEXE_headers += temperature_table_rates.H
   CEXE_headers += derived_rates.H
diff --git a/networks/he-burn/cno-he-burn-33a/actual_network.H b/networks/he-burn/cno-he-burn-33a/actual_network.H
index 2427e1019a..f94f1af938 100644
--- a/networks/he-burn/cno-he-burn-33a/actual_network.H
+++ b/networks/he-burn/cno-he-burn-33a/actual_network.H
@@ -1,18 +1,25 @@
 #ifndef actual_network_H
 #define actual_network_H
 
+#include <random>
 #include <string_view>
 
 #include <AMReX_REAL.H>
 #include <AMReX_Array.H>
 #include <AMReX_Loop.H>
 
+#include <extern_parameters.H>
 #include <fundamental_constants.H>
 #include <network_properties.H>
 
 using namespace amrex::literals;
 
-void actual_network_init();
+
+inline
+void actual_network_init() {
+
+
+}
 
 constexpr std::string_view network_name = "pynucastro-cxx";
 
@@ -338,27 +345,27 @@ namespace Rates
         k_p_Al27_to_He4_Mg24_reaclib = 49,
         k_p_P31_to_He4_Si28_reaclib = 50,
         k_He4_He4_He4_to_C12_reaclib = 51,
-        k_C12_C12_to_n_Mg23_removed = 52,
-        k_O16_O16_to_n_S31_removed = 53,
-        k_C12_O16_to_n_Si27_removed = 54,
-        k_He4_S32_to_Ar36_removed = 55,
-        k_p_Cl35_to_Ar36_removed = 56,
-        k_p_Cl35_to_He4_S32_removed = 57,
-        k_He4_Ar36_to_Ca40_removed = 58,
-        k_p_K39_to_Ca40_removed = 59,
-        k_p_K39_to_He4_Ar36_removed = 60,
-        k_He4_Ca40_to_Ti44_removed = 61,
-        k_p_Sc43_to_Ti44_removed = 62,
-        k_p_Sc43_to_He4_Ca40_removed = 63,
-        k_He4_Ti44_to_Cr48_removed = 64,
-        k_He4_Ti44_to_p_V47_removed = 65,
-        k_p_V47_to_Cr48_removed = 66,
-        k_He4_Cr48_to_Fe52_removed = 67,
-        k_He4_Cr48_to_p_Mn51_removed = 68,
-        k_p_Mn51_to_Fe52_removed = 69,
-        k_He4_Fe52_to_Ni56_removed = 70,
-        k_He4_Fe52_to_p_Co55_removed = 71,
-        k_p_Co55_to_Ni56_removed = 72,
+        k_C12_C12_to_n_Mg23_reaclib = 52,
+        k_O16_O16_to_n_S31_reaclib = 53,
+        k_C12_O16_to_n_Si27_reaclib = 54,
+        k_He4_S32_to_Ar36_reaclib = 55,
+        k_p_Cl35_to_Ar36_reaclib = 56,
+        k_p_Cl35_to_He4_S32_reaclib = 57,
+        k_He4_Ar36_to_Ca40_reaclib = 58,
+        k_p_K39_to_Ca40_reaclib = 59,
+        k_p_K39_to_He4_Ar36_reaclib = 60,
+        k_He4_Ca40_to_Ti44_reaclib = 61,
+        k_p_Sc43_to_Ti44_reaclib = 62,
+        k_p_Sc43_to_He4_Ca40_reaclib = 63,
+        k_He4_Ti44_to_Cr48_reaclib = 64,
+        k_He4_Ti44_to_p_V47_reaclib = 65,
+        k_p_V47_to_Cr48_reaclib = 66,
+        k_He4_Cr48_to_Fe52_reaclib = 67,
+        k_He4_Cr48_to_p_Mn51_reaclib = 68,
+        k_p_Mn51_to_Fe52_reaclib = 69,
+        k_He4_Fe52_to_Ni56_reaclib = 70,
+        k_He4_Fe52_to_p_Co55_reaclib = 71,
+        k_p_Co55_to_Ni56_reaclib = 72,
         k_F17_to_O17_weaktab = 73,
         k_O17_to_F17_weaktab = 74,
         k_F18_to_Ne18_weaktab = 75,
@@ -426,25 +433,81 @@ namespace Rates
         k_p_Na22_to_He4_Ne19_derived = 137,
         k_He4_Mg24_to_p_Al27_derived = 138,
         k_He4_Si28_to_p_P31_derived = 139,
-        k_He4_S32_to_p_Cl35_removed = 140,
-        k_Ar36_to_He4_S32_removed = 141,
-        k_Ar36_to_p_Cl35_removed = 142,
-        k_He4_Ar36_to_p_K39_removed = 143,
-        k_Ca40_to_He4_Ar36_removed = 144,
-        k_Ca40_to_p_K39_removed = 145,
-        k_He4_Ca40_to_p_Sc43_removed = 146,
-        k_Ti44_to_He4_Ca40_removed = 147,
-        k_Ti44_to_p_Sc43_removed = 148,
-        k_Cr48_to_He4_Ti44_removed = 149,
-        k_Cr48_to_p_V47_removed = 150,
-        k_p_V47_to_He4_Ti44_removed = 151,
-        k_Fe52_to_He4_Cr48_removed = 152,
-        k_Fe52_to_p_Mn51_removed = 153,
-        k_p_Mn51_to_He4_Cr48_removed = 154,
-        k_Ni56_to_He4_Fe52_removed = 155,
-        k_Ni56_to_p_Co55_removed = 156,
-        k_p_Co55_to_He4_Fe52_removed = 157,
-        NumRates = k_p_Co55_to_He4_Fe52_removed
+        k_He4_S32_to_p_Cl35_derived = 140,
+        k_Ar36_to_He4_S32_derived = 141,
+        k_Ar36_to_p_Cl35_derived = 142,
+        k_He4_Ar36_to_p_K39_derived = 143,
+        k_Ca40_to_He4_Ar36_derived = 144,
+        k_Ca40_to_p_K39_derived = 145,
+        k_He4_Ca40_to_p_Sc43_derived = 146,
+        k_Ti44_to_He4_Ca40_derived = 147,
+        k_Ti44_to_p_Sc43_derived = 148,
+        k_Cr48_to_He4_Ti44_derived = 149,
+        k_Cr48_to_p_V47_derived = 150,
+        k_p_V47_to_He4_Ti44_derived = 151,
+        k_Fe52_to_He4_Cr48_derived = 152,
+        k_Fe52_to_p_Mn51_derived = 153,
+        k_p_Mn51_to_He4_Cr48_derived = 154,
+        k_Ni56_to_He4_Fe52_derived = 155,
+        k_Ni56_to_p_Co55_derived = 156,
+        k_p_Co55_to_He4_Fe52_derived = 157,
+        NumRates = k_p_Co55_to_He4_Fe52_derived
+    };
+
+    enum ScreenPairs :
+    std::uint8_t
+    {
+        k_He4_Ne18 = 1,
+        k_p_F18 = 2,
+        k_p_C12 = 3,
+        k_He4_O16 = 4,
+        k_He4_F17 = 5,
+        k_He4_N14 = 6,
+        k_p_K39 = 7,
+        k_He4_Ne19 = 8,
+        k_p_F19 = 9,
+        k_p_C13 = 10,
+        k_He4_Ca40 = 11,
+        k_He4_Ar36 = 12,
+        k_p_Sc43 = 13,
+        k_p_Na22 = 14,
+        k_He4_F18 = 15,
+        k_He4_C12 = 16,
+        k_p_O17 = 17,
+        k_He4_Ti44 = 18,
+        k_p_N15 = 19,
+        k_p_Ne20 = 20,
+        k_He4_F19 = 21,
+        k_He4_Mg24 = 22,
+        k_C12_O16 = 23,
+        k_p_O18 = 24,
+        k_p_V47 = 25,
+        k_p_Ne21 = 26,
+        k_He4_Cr48 = 27,
+        k_He4_O17 = 28,
+        k_C12_C12 = 29,
+        k_p_Co55 = 30,
+        k_He4_N15 = 31,
+        k_He4_Ne20 = 32,
+        k_p_Al27 = 33,
+        k_p_Mn51 = 34,
+        k_p_Na23 = 35,
+        k_He4_Fe52 = 36,
+        k_He4_S32 = 37,
+        k_p_N13 = 38,
+        k_He4_O14 = 39,
+        k_p_P31 = 40,
+        k_He4_He4 = 41,
+        k_He4_Be8 = 42,
+        k_p_O16 = 43,
+        k_p_N14 = 44,
+        k_He4_Si28 = 45,
+        k_p_Cl35 = 46,
+        k_p_F17 = 47,
+        k_O16_O16 = 48,
+        k_He4_O15 = 49,
+        k_He4_N13 = 50,
+        NumScreenPairs = k_He4_N13
     };
 
     // rate names -- note: the rates are 1-based, not zero-based, so we pad
@@ -504,27 +567,27 @@ namespace Rates
         "p_Al27_to_He4_Mg24_reaclib",  // 49,
         "p_P31_to_He4_Si28_reaclib",  // 50,
         "He4_He4_He4_to_C12_reaclib",  // 51,
-        "C12_C12_to_n_Mg23_removed",  // 52,
-        "O16_O16_to_n_S31_removed",  // 53,
-        "C12_O16_to_n_Si27_removed",  // 54,
-        "He4_S32_to_Ar36_removed",  // 55,
-        "p_Cl35_to_Ar36_removed",  // 56,
-        "p_Cl35_to_He4_S32_removed",  // 57,
-        "He4_Ar36_to_Ca40_removed",  // 58,
-        "p_K39_to_Ca40_removed",  // 59,
-        "p_K39_to_He4_Ar36_removed",  // 60,
-        "He4_Ca40_to_Ti44_removed",  // 61,
-        "p_Sc43_to_Ti44_removed",  // 62,
-        "p_Sc43_to_He4_Ca40_removed",  // 63,
-        "He4_Ti44_to_Cr48_removed",  // 64,
-        "He4_Ti44_to_p_V47_removed",  // 65,
-        "p_V47_to_Cr48_removed",  // 66,
-        "He4_Cr48_to_Fe52_removed",  // 67,
-        "He4_Cr48_to_p_Mn51_removed",  // 68,
-        "p_Mn51_to_Fe52_removed",  // 69,
-        "He4_Fe52_to_Ni56_removed",  // 70,
-        "He4_Fe52_to_p_Co55_removed",  // 71,
-        "p_Co55_to_Ni56_removed",  // 72,
+        "C12_C12_to_n_Mg23_reaclib",  // 52,
+        "O16_O16_to_n_S31_reaclib",  // 53,
+        "C12_O16_to_n_Si27_reaclib",  // 54,
+        "He4_S32_to_Ar36_reaclib",  // 55,
+        "p_Cl35_to_Ar36_reaclib",  // 56,
+        "p_Cl35_to_He4_S32_reaclib",  // 57,
+        "He4_Ar36_to_Ca40_reaclib",  // 58,
+        "p_K39_to_Ca40_reaclib",  // 59,
+        "p_K39_to_He4_Ar36_reaclib",  // 60,
+        "He4_Ca40_to_Ti44_reaclib",  // 61,
+        "p_Sc43_to_Ti44_reaclib",  // 62,
+        "p_Sc43_to_He4_Ca40_reaclib",  // 63,
+        "He4_Ti44_to_Cr48_reaclib",  // 64,
+        "He4_Ti44_to_p_V47_reaclib",  // 65,
+        "p_V47_to_Cr48_reaclib",  // 66,
+        "He4_Cr48_to_Fe52_reaclib",  // 67,
+        "He4_Cr48_to_p_Mn51_reaclib",  // 68,
+        "p_Mn51_to_Fe52_reaclib",  // 69,
+        "He4_Fe52_to_Ni56_reaclib",  // 70,
+        "He4_Fe52_to_p_Co55_reaclib",  // 71,
+        "p_Co55_to_Ni56_reaclib",  // 72,
         "F17_to_O17_weaktab",  // 73,
         "O17_to_F17_weaktab",  // 74,
         "F18_to_Ne18_weaktab",  // 75,
@@ -592,26 +655,32 @@ namespace Rates
         "p_Na22_to_He4_Ne19_derived",  // 137,
         "He4_Mg24_to_p_Al27_derived",  // 138,
         "He4_Si28_to_p_P31_derived",  // 139,
-        "He4_S32_to_p_Cl35_removed",  // 140,
-        "Ar36_to_He4_S32_removed",  // 141,
-        "Ar36_to_p_Cl35_removed",  // 142,
-        "He4_Ar36_to_p_K39_removed",  // 143,
-        "Ca40_to_He4_Ar36_removed",  // 144,
-        "Ca40_to_p_K39_removed",  // 145,
-        "He4_Ca40_to_p_Sc43_removed",  // 146,
-        "Ti44_to_He4_Ca40_removed",  // 147,
-        "Ti44_to_p_Sc43_removed",  // 148,
-        "Cr48_to_He4_Ti44_removed",  // 149,
-        "Cr48_to_p_V47_removed",  // 150,
-        "p_V47_to_He4_Ti44_removed",  // 151,
-        "Fe52_to_He4_Cr48_removed",  // 152,
-        "Fe52_to_p_Mn51_removed",  // 153,
-        "p_Mn51_to_He4_Cr48_removed",  // 154,
-        "Ni56_to_He4_Fe52_removed",  // 155,
-        "Ni56_to_p_Co55_removed",  // 156,
-        "p_Co55_to_He4_Fe52_removed"  // 157,
+        "He4_S32_to_p_Cl35_derived",  // 140,
+        "Ar36_to_He4_S32_derived",  // 141,
+        "Ar36_to_p_Cl35_derived",  // 142,
+        "He4_Ar36_to_p_K39_derived",  // 143,
+        "Ca40_to_He4_Ar36_derived",  // 144,
+        "Ca40_to_p_K39_derived",  // 145,
+        "He4_Ca40_to_p_Sc43_derived",  // 146,
+        "Ti44_to_He4_Ca40_derived",  // 147,
+        "Ti44_to_p_Sc43_derived",  // 148,
+        "Cr48_to_He4_Ti44_derived",  // 149,
+        "Cr48_to_p_V47_derived",  // 150,
+        "p_V47_to_He4_Ti44_derived",  // 151,
+        "Fe52_to_He4_Cr48_derived",  // 152,
+        "Fe52_to_p_Mn51_derived",  // 153,
+        "p_Mn51_to_He4_Cr48_derived",  // 154,
+        "Ni56_to_He4_Fe52_derived",  // 155,
+        "Ni56_to_p_Co55_derived",  // 156,
+        "p_Co55_to_He4_Fe52_derived"  // 157,
     };
 
+    template<std::uint8_t rate>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    constexpr amrex::Real get_p_random() {
+        return 0.0_rt;
+    }
+
 }
 
 #ifdef NSE_NET
diff --git a/networks/he-burn/cno-he-burn-33a/actual_rhs.H b/networks/he-burn/cno-he-burn-33a/actual_rhs.H
index 2a283236e4..e8f870e4fa 100644
--- a/networks/he-burn/cno-he-burn-33a/actual_rhs.H
+++ b/networks/he-burn/cno-he-burn-33a/actual_rhs.H
@@ -1,5 +1,5 @@
-#ifndef actual_rhs_H
-#define actual_rhs_H
+#ifndef ACTUAL_RHS_H
+#define ACTUAL_RHS_H
 
 #include <AMReX_REAL.H>
 #include <AMReX_Array.H>
@@ -15,7 +15,10 @@
 #ifdef NEUTRINOS
 #include <neutrino.H>
 #endif
+#include <rate_type.H>
 #include <reaclib_rates.H>
+#include <approximate_rates.H>
+#include <modified_rates.H>
 #include <table_rates.H>
 #include <temperature_table_rates.H>
 #include <derived_rates.H>
@@ -28,9 +31,8 @@ using namespace Rates;
 
 using namespace rate_tables;
 
-
 template<class T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void ener_gener_rate(T const& dydt, amrex::Real& enuc)
 {
 
@@ -49,17 +51,14 @@ void ener_gener_rate(T const& dydt, amrex::Real& enuc)
 }
 
 
+#ifdef SCREENING
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void evaluate_rates(const burn_t& state,
-                    const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
-                    T& rate_eval) {
-
-    // here Y is consistent with state.xn
-
-    [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
+AMREX_GPU_DEVICE AMREX_INLINE
+void evaluate_screening(const burn_t& state,
+                        const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                        T& rate_eval) {
 
-    // Calculate Reaclib rates
+    // Evaluate screening terms
 
     using number_t = std::conditional_t<do_T_derivatives, autodiff::dual, amrex::Real>;
     number_t temp = state.T;
@@ -68,1001 +67,556 @@ void evaluate_rates(const burn_t& state,
         autodiff::seed(temp);
     }
 
-#ifdef SCREENING
     plasma_state_t<number_t> pstate{};
     fill_plasma_state(pstate, temp, state.rho, Y);
-#endif
-
-    const tf_t tfactors = evaluate_tfactors(state.T);
-
-    fill_reaclib_rates<do_T_derivatives, T>(tfactors, rate_eval);
-
-    temp_tabular::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
-
-    // Calculate Derived Rates. This should go last but before approx rates.
-    fill_derived_rates<do_T_derivatives, T>(tfactors, rate_eval);
-
-
-#ifdef SCREENING
-    // Evaluate screening factors
-
-    amrex::Real ratraw, dratraw_dT;
-    amrex::Real scor, dscor_dt;
-    [[maybe_unused]] amrex::Real scor2, dscor2_dt;
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 6.0_rt, 12.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_C12_to_N13_reaclib);
-    rate_eval.screened_rates(k_p_C12_to_N13_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
 
+    amrex::Real log_scor, dlog_scor_dT;
 
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 6.0_rt, 12.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 10.0_rt, 18.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_C12_to_O16_reaclib);
-    rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_C12_to_p_N15_derived);
-    rate_eval.screened_rates(k_He4_C12_to_p_N15_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_C12_to_p_N15_derived);
-        rate_eval.dscreened_rates_dT(k_He4_C12_to_p_N15_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ne18) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ne18) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 6.0_rt, 13.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 9.0_rt, 18.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_C13_to_N14_reaclib);
-    rate_eval.screened_rates(k_p_C13_to_N14_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_C13_to_N14_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_C13_to_N14_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_F18) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_F18) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 7.0_rt, 13.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 6.0_rt, 12.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_N13_to_O14_reaclib);
-    rate_eval.screened_rates(k_p_N13_to_O14_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_N13_to_O14_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_N13_to_O14_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_C12) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_C12) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 7.0_rt, 14.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 16.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_O16) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_N14_to_O15_reaclib);
-    rate_eval.screened_rates(k_p_N14_to_O15_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_N14_to_O15_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_N14_to_O15_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 9.0_rt, 17.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_F17) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_F17) = dlog_scor_dT;
+        }
     }
 
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 14.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_N14_to_F18_reaclib);
-    rate_eval.screened_rates(k_He4_N14_to_F18_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_N14_to_F18_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_N14_to_F18_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_N14_to_p_O17_derived);
-    rate_eval.screened_rates(k_He4_N14_to_p_O17_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_N14_to_p_O17_derived);
-        rate_eval.dscreened_rates_dT(k_He4_N14_to_p_O17_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_N14) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_N14) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 7.0_rt, 15.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 19.0_rt, 39.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_K39) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_K39) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_N15_to_O16_reaclib);
-    rate_eval.screened_rates(k_p_N15_to_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_N15_to_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_N15_to_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_N15_to_He4_C12_reaclib);
-    rate_eval.screened_rates(k_p_N15_to_He4_C12_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_N15_to_He4_C12_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_N15_to_He4_C12_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 15.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 10.0_rt, 19.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ne19) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ne19) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_N15_to_F19_reaclib);
-    rate_eval.screened_rates(k_He4_N15_to_F19_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_N15_to_F19_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_N15_to_F19_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 9.0_rt, 19.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_F19) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_F19) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_N15_to_p_O18_derived);
-    rate_eval.screened_rates(k_He4_N15_to_p_O18_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_N15_to_p_O18_derived);
-        rate_eval.dscreened_rates_dT(k_He4_N15_to_p_O18_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 6.0_rt, 13.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_C13) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_C13) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 14.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 20.0_rt, 40.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ca40) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ca40) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_O14_to_Ne18_reaclib);
-    rate_eval.screened_rates(k_He4_O14_to_Ne18_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O14_to_Ne18_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_O14_to_Ne18_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_O14_to_p_F17_reaclib);
-    rate_eval.screened_rates(k_He4_O14_to_p_F17_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O14_to_p_F17_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_O14_to_p_F17_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 15.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 18.0_rt, 36.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_O15_to_Ne19_reaclib);
-    rate_eval.screened_rates(k_He4_O15_to_Ne19_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O15_to_Ne19_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_O15_to_Ne19_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ar36) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ar36) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_O15_to_p_F18_derived);
-    rate_eval.screened_rates(k_He4_O15_to_p_F18_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O15_to_p_F18_derived);
-        rate_eval.dscreened_rates_dT(k_He4_O15_to_p_F18_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 16.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 21.0_rt, 43.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Sc43) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Sc43) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_O16_to_F17_reaclib);
-    rate_eval.screened_rates(k_p_O16_to_F17_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O16_to_F17_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_O16_to_F17_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_O16_to_He4_N13_derived);
-    rate_eval.screened_rates(k_p_O16_to_He4_N13_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O16_to_He4_N13_derived);
-        rate_eval.dscreened_rates_dT(k_p_O16_to_He4_N13_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 11.0_rt, 22.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Na22) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Na22) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 16.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 9.0_rt, 18.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_F18) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_F18) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib);
-    rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_O16_to_p_F19_derived);
-    rate_eval.screened_rates(k_He4_O16_to_p_F19_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O16_to_p_F19_derived);
-        rate_eval.dscreened_rates_dT(k_He4_O16_to_p_F19_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 6.0_rt, 12.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_C12) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_C12) = dlog_scor_dT;
+        }
     }
 
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 17.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_O17_to_F18_reaclib);
-    rate_eval.screened_rates(k_p_O17_to_F18_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O17_to_F18_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_O17_to_F18_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_O17) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_O17) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_O17_to_He4_N14_reaclib);
-    rate_eval.screened_rates(k_p_O17_to_He4_N14_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O17_to_He4_N14_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_O17_to_He4_N14_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 17.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 22.0_rt, 44.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_O17_to_Ne21_reaclib);
-    rate_eval.screened_rates(k_He4_O17_to_Ne21_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O17_to_Ne21_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_O17_to_Ne21_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ti44) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ti44) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 18.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 7.0_rt, 15.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_N15) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_N15) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_O18_to_F19_reaclib);
-    rate_eval.screened_rates(k_p_O18_to_F19_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O18_to_F19_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_O18_to_F19_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_O18_to_He4_N15_reaclib);
-    rate_eval.screened_rates(k_p_O18_to_He4_N15_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O18_to_He4_N15_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_O18_to_He4_N15_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 9.0_rt, 17.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 10.0_rt, 20.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_F17_to_Ne18_reaclib);
-    rate_eval.screened_rates(k_p_F17_to_Ne18_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_F17_to_Ne18_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_F17_to_Ne18_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ne20) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ne20) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_F17_to_He4_O14_derived);
-    rate_eval.screened_rates(k_p_F17_to_He4_O14_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_F17_to_He4_O14_derived);
-        rate_eval.dscreened_rates_dT(k_p_F17_to_He4_O14_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 9.0_rt, 18.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_F18_to_Ne19_reaclib);
-    rate_eval.screened_rates(k_p_F18_to_Ne19_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_F18_to_Ne19_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_F18_to_Ne19_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_F18_to_He4_O15_reaclib);
-    rate_eval.screened_rates(k_p_F18_to_He4_O15_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_F18_to_He4_O15_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_F18_to_He4_O15_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 9.0_rt, 19.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_F19) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_F19) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 9.0_rt, 18.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 12.0_rt, 24.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_F18_to_Na22_reaclib);
-    rate_eval.screened_rates(k_He4_F18_to_Na22_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_F18_to_Na22_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_F18_to_Na22_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Mg24) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Mg24) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_F18_to_p_Ne21_reaclib);
-    rate_eval.screened_rates(k_He4_F18_to_p_Ne21_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_F18_to_p_Ne21_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_F18_to_p_Ne21_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(6.0_rt, 12.0_rt, 8.0_rt, 16.0_rt);
+        static_assert(scn_fac.z1 == 6.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_C12_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_C12_O16) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 9.0_rt, 19.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 18.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_O18) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_O18) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_F19_to_Ne20_reaclib);
-    rate_eval.screened_rates(k_p_F19_to_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_F19_to_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_F19_to_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_F19_to_He4_O16_reaclib);
-    rate_eval.screened_rates(k_p_F19_to_He4_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_F19_to_He4_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_F19_to_He4_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 9.0_rt, 19.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 23.0_rt, 47.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_V47) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_V47) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_F19_to_Na23_reaclib);
-    rate_eval.screened_rates(k_He4_F19_to_Na23_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_F19_to_Na23_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_F19_to_Na23_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 10.0_rt, 21.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ne21) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ne21) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 10.0_rt, 18.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 24.0_rt, 48.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ne18_to_Mg22_reaclib);
-    rate_eval.screened_rates(k_He4_Ne18_to_Mg22_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ne18_to_Mg22_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ne18_to_Mg22_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Cr48) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Cr48) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 10.0_rt, 20.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 17.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_O17) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_O17) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib);
-    rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ne20_to_p_Na23_derived);
-    rate_eval.screened_rates(k_He4_Ne20_to_p_Na23_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ne20_to_p_Na23_derived);
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_p_Na23_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 10.0_rt, 21.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ne21_to_Na22_reaclib);
-    rate_eval.screened_rates(k_p_Ne21_to_Na22_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ne21_to_Na22_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ne21_to_Na22_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ne21_to_He4_F18_derived);
-    rate_eval.screened_rates(k_p_Ne21_to_He4_F18_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ne21_to_He4_F18_derived);
-        rate_eval.dscreened_rates_dT(k_p_Ne21_to_He4_F18_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(6.0_rt, 12.0_rt, 6.0_rt, 12.0_rt);
+        static_assert(scn_fac.z1 == 6.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_C12_C12) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_C12_C12) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 11.0_rt, 23.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 27.0_rt, 55.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Na23_to_Mg24_reaclib);
-    rate_eval.screened_rates(k_p_Na23_to_Mg24_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Na23_to_Mg24_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_Mg24_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Na23_to_He4_Ne20_reaclib);
-    rate_eval.screened_rates(k_p_Na23_to_He4_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Na23_to_He4_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_He4_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Co55) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Co55) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 12.0_rt, 24.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 15.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Mg24_to_Si28_reaclib);
-    rate_eval.screened_rates(k_He4_Mg24_to_Si28_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mg24_to_Si28_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_Si28_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_N15) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_N15) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Mg24_to_p_Al27_derived);
-    rate_eval.screened_rates(k_He4_Mg24_to_p_Al27_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mg24_to_p_Al27_derived);
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_p_Al27_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 10.0_rt, 20.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ne20) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ne20) = dlog_scor_dT;
+        }
     }
 
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 13.0_rt, 27.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Al27_to_Si28_reaclib);
-    rate_eval.screened_rates(k_p_Al27_to_Si28_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Al27_to_Si28_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_Si28_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Al27_to_He4_Mg24_reaclib);
-    rate_eval.screened_rates(k_p_Al27_to_He4_Mg24_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Al27_to_He4_Mg24_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_He4_Mg24_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 14.0_rt, 28.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Si28_to_S32_reaclib);
-    rate_eval.screened_rates(k_He4_Si28_to_S32_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Si28_to_S32_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_S32_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Si28_to_p_P31_derived);
-    rate_eval.screened_rates(k_He4_Si28_to_p_P31_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Si28_to_p_P31_derived);
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_p_P31_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Al27) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Al27) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 15.0_rt, 31.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 25.0_rt, 51.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_P31_to_S32_reaclib);
-    rate_eval.screened_rates(k_p_P31_to_S32_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_P31_to_S32_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_P31_to_S32_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_P31_to_He4_Si28_reaclib);
-    rate_eval.screened_rates(k_p_P31_to_He4_Si28_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_P31_to_He4_Si28_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_P31_to_He4_Si28_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Mn51) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Mn51) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(6.0_rt, 12.0_rt, 6.0_rt, 12.0_rt);
-        static_assert(scn_fac.z1 == 6.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib);
-    rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib);
-    rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_C12_to_Mg24_modified);
-    rate_eval.screened_rates(k_C12_C12_to_Mg24_modified) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_C12_to_Mg24_modified);
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_Mg24_modified) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 11.0_rt, 23.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Na23) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Na23) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 13.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 26.0_rt, 52.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib);
-    rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Fe52) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Fe52) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(6.0_rt, 12.0_rt, 8.0_rt, 16.0_rt);
-        static_assert(scn_fac.z1 == 6.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_O16_to_p_Al27_reaclib);
-    rate_eval.screened_rates(k_C12_O16_to_p_Al27_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_O16_to_p_Al27_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_p_Al27_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_O16_to_He4_Mg24_reaclib);
-    rate_eval.screened_rates(k_C12_O16_to_He4_Mg24_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_O16_to_He4_Mg24_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_He4_Mg24_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_O16_to_Si28_modified);
-    rate_eval.screened_rates(k_C12_O16_to_Si28_modified) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_O16_to_Si28_modified);
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_Si28_modified) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 16.0_rt, 32.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_S32) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_S32) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(8.0_rt, 16.0_rt, 8.0_rt, 16.0_rt);
-        static_assert(scn_fac.z1 == 8.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_O16_O16_to_p_P31_reaclib);
-    rate_eval.screened_rates(k_O16_O16_to_p_P31_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_O16_O16_to_p_P31_reaclib);
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_p_P31_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_O16_O16_to_He4_Si28_reaclib);
-    rate_eval.screened_rates(k_O16_O16_to_He4_Si28_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_O16_O16_to_He4_Si28_reaclib);
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_He4_Si28_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_O16_O16_to_S32_modified);
-    rate_eval.screened_rates(k_O16_O16_to_S32_modified) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_O16_O16_to_S32_modified);
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_S32_modified) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 7.0_rt, 13.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_N13) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_N13) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 10.0_rt, 19.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 14.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ne19_to_p_Na22_reaclib);
-    rate_eval.screened_rates(k_He4_Ne19_to_p_Na22_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ne19_to_p_Na22_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ne19_to_p_Na22_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_O14) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_O14) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 10.0_rt, 20.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 15.0_rt, 31.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ne20_to_He4_F17_reaclib);
-    rate_eval.screened_rates(k_p_Ne20_to_He4_F17_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ne20_to_He4_F17_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ne20_to_He4_F17_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_P31) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_P31) = dlog_scor_dT;
+        }
     }
 
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 2.0_rt, 4.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-
-    {
-        constexpr auto scn_fac2 = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 4.0_rt, 8.0_rt);
-        static_assert(scn_fac2.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac2, scor2, dscor2_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib);
-    rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib) *= scor * scor2;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib) = ratraw * (scor * dscor2_dt + dscor_dt * scor2) + dratraw_dT * scor * scor2;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_He4) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_He4) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 9.0_rt, 17.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 4.0_rt, 8.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Be8) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Be8) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_F17_to_p_Ne20_derived);
-    rate_eval.screened_rates(k_He4_F17_to_p_Ne20_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_F17_to_p_Ne20_derived);
-        rate_eval.dscreened_rates_dT(k_He4_F17_to_p_Ne20_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 11.0_rt, 22.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 16.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_O16) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Na22_to_He4_Ne19_derived);
-    rate_eval.screened_rates(k_p_Na22_to_He4_Ne19_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Na22_to_He4_Ne19_derived);
-        rate_eval.dscreened_rates_dT(k_p_Na22_to_He4_Ne19_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 16.0_rt, 32.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_S32_to_Ar36_removed);
-    rate_eval.screened_rates(k_He4_S32_to_Ar36_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_removed);
-        rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_S32_to_p_Cl35_removed);
-    rate_eval.screened_rates(k_He4_S32_to_p_Cl35_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_removed);
-        rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 17.0_rt, 35.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 7.0_rt, 14.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_N14) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_N14) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Cl35_to_Ar36_removed);
-    rate_eval.screened_rates(k_p_Cl35_to_Ar36_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_removed);
-        rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cl35_to_He4_S32_removed);
-    rate_eval.screened_rates(k_p_Cl35_to_He4_S32_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_removed);
-        rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 18.0_rt, 36.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 14.0_rt, 28.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ar36_to_Ca40_removed);
-    rate_eval.screened_rates(k_He4_Ar36_to_Ca40_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ar36_to_p_K39_removed);
-    rate_eval.screened_rates(k_He4_Ar36_to_p_K39_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Si28) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Si28) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 19.0_rt, 39.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 17.0_rt, 35.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_K39_to_Ca40_removed);
-    rate_eval.screened_rates(k_p_K39_to_Ca40_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_removed);
-        rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_K39_to_He4_Ar36_removed);
-    rate_eval.screened_rates(k_p_K39_to_He4_Ar36_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_removed);
-        rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 20.0_rt, 40.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ca40_to_Ti44_removed);
-    rate_eval.screened_rates(k_He4_Ca40_to_Ti44_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_removed);
-    rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Cl35) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Cl35) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 21.0_rt, 43.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 9.0_rt, 17.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_F17) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_F17) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Sc43_to_Ti44_removed);
-    rate_eval.screened_rates(k_p_Sc43_to_Ti44_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_removed);
-        rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_removed);
-    rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_removed);
-        rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 22.0_rt, 44.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ti44_to_Cr48_removed);
-    rate_eval.screened_rates(k_He4_Ti44_to_Cr48_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ti44_to_p_V47_removed);
-    rate_eval.screened_rates(k_He4_Ti44_to_p_V47_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(8.0_rt, 16.0_rt, 8.0_rt, 16.0_rt);
+        static_assert(scn_fac.z1 == 8.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_O16_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_O16_O16) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 23.0_rt, 47.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_V47_to_Cr48_removed);
-    rate_eval.screened_rates(k_p_V47_to_Cr48_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_removed);
-        rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_V47_to_He4_Ti44_removed);
-    rate_eval.screened_rates(k_p_V47_to_He4_Ti44_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_removed);
-        rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 15.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_O15) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_O15) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 24.0_rt, 48.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 13.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_N13) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_N13) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Cr48_to_Fe52_removed);
-    rate_eval.screened_rates(k_He4_Cr48_to_Fe52_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cr48_to_Fe52_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Cr48_to_Fe52_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+}
+#endif
 
-    ratraw = rate_eval.screened_rates(k_He4_Cr48_to_p_Mn51_removed);
-    rate_eval.screened_rates(k_He4_Cr48_to_p_Mn51_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cr48_to_p_Mn51_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Cr48_to_p_Mn51_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
 
+template <int do_T_derivatives, typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void evaluate_rates(const burn_t& state,
+                    const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                    T& rate_eval) {
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 25.0_rt, 51.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
+    // here Y is consistent with state.xn
 
-    ratraw = rate_eval.screened_rates(k_p_Mn51_to_Fe52_removed);
-    rate_eval.screened_rates(k_p_Mn51_to_Fe52_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_removed);
-        rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
 
-    ratraw = rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_removed);
-    rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_removed);
-        rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    const tf_t tfactors = evaluate_tfactors(state.T);
 
+    // Precompute screening terms
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 26.0_rt, 52.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
+#ifdef SCREENING
+    evaluate_screening<do_T_derivatives, T>(state, Y, rate_eval);
+#endif
 
-    ratraw = rate_eval.screened_rates(k_He4_Fe52_to_Ni56_removed);
-    rate_eval.screened_rates(k_He4_Fe52_to_Ni56_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    // Fill in different rates
 
-    ratraw = rate_eval.screened_rates(k_He4_Fe52_to_p_Co55_removed);
-    rate_eval.screened_rates(k_He4_Fe52_to_p_Co55_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_Co55_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_Co55_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    fill_reaclib_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
+    temp_tabular::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 27.0_rt, 55.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
+    // fill modified rates next -- these can have ReacLib or
+    // TemperatureTabular/StarLib rates as the original rate
+    modified_rates::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
-    ratraw = rate_eval.screened_rates(k_p_Co55_to_Ni56_removed);
-    rate_eval.screened_rates(k_p_Co55_to_Ni56_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_removed);
-        rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    // Calculate Derived Rates next. This should go last but before
+    // approx rates, since those may have ReacLibRate,
+    // TemperatureTabularRate / StarLibRate, or DerivedRate as the
+    // underlying rate.
 
-    ratraw = rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_removed);
-    rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_removed);
-        rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    fill_derived_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
-#endif
 
     // Fill approximate rates
 
     fill_approx_rates<do_T_derivatives, T>(tfactors, state.rho, Y, rate_eval);
 
-    // Calculate tabular rates
+    // Calculate tabular weak rates
 
     [[maybe_unused]] amrex::Real rate, drate_dt, edot_nu, edot_gamma;
 
@@ -1157,7 +711,7 @@ void evaluate_rates(const burn_t& state,
 
 // backwards-compatible wrapper
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void evaluate_rates(const burn_t& state,
                     T& rate_eval) {
 
@@ -1172,17 +726,19 @@ void evaluate_rates(const burn_t& state,
 
 
 #ifdef NSE_NET
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_ydot_weak(const burn_t& state,
-             amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
-             amrex::Real& enuc_weak,
-             [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y) {
+                   amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
+                   amrex::Real& enuc_weak,
+                   [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y) {
     ///
     /// Calculate Ydots contribute only from weak reactions.
     /// This is used to calculate dyedt and energy generation from
     /// weak reactions for self-consistent NSE
     ///
 
+    using namespace modified_rates;
+    using namespace temp_tabular;
 
     // initialize ydot_nuc to 0
 
@@ -1192,67 +748,98 @@ void get_ydot_weak(const burn_t& state,
 
     rate_t rate_eval;
 
-    [[maybe_unused]] amrex::Real rate, drate_dt, edot_nu, edot_gamma;
+    constexpr int do_T_derivatives = 0;
+    [[maybe_unused]] amrex::Real rate, drate_dT, edot_nu, edot_gamma;
     [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
 
     rate_eval.enuc_weak = 0.0_rt;
 
-    // Calculate tabular rates and get ydot_weak
+    // Compute all weak rates and get ydot_weak
+
+    const tf_t tfactors = evaluate_tfactors(state.T);
+
+    {
+        // N13_to_C13_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_N13_to_C13_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_N13_to_C13_reaclib) = rate;
+    }
+
+    {
+        // O14_to_N14_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O14_to_N14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O14_to_N14_reaclib) = rate;
+    }
+
+    {
+        // O15_to_N15_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O15_to_N15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O15_to_N15_reaclib) = rate;
+    }
 
     amrex::Real log_temp = std::log10(state.T);
     amrex::Real log_rhoy = std::log10(rhoy);
 
     tabular_evaluate(j_F17_O17_meta, j_F17_O17_rhoy, j_F17_O17_temp, j_F17_O17_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_F17_to_O17_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(F17) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_O17_F17_meta, j_O17_F17_rhoy, j_O17_F17_temp, j_O17_F17_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_O17_to_F17_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(O17) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_F18_Ne18_meta, j_F18_Ne18_rhoy, j_F18_Ne18_temp, j_F18_Ne18_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_F18_to_Ne18_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(F18) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_F18_O18_meta, j_F18_O18_rhoy, j_F18_O18_temp, j_F18_O18_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_F18_to_O18_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(F18) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ne18_F18_meta, j_Ne18_F18_rhoy, j_Ne18_F18_temp, j_Ne18_F18_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ne18_to_F18_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ne18) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_O18_F18_meta, j_O18_F18_rhoy, j_O18_F18_temp, j_O18_F18_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_O18_to_F18_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(O18) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_F19_Ne19_meta, j_F19_Ne19_rhoy, j_F19_Ne19_temp, j_F19_Ne19_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_F19_to_Ne19_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(F19) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ne19_F19_meta, j_Ne19_F19_rhoy, j_Ne19_F19_temp, j_Ne19_F19_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ne19_to_F19_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ne19) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Mg22_Na22_meta, j_Mg22_Na22_rhoy, j_Mg22_Na22_temp, j_Mg22_Na22_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Mg22_to_Na22_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Mg22) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Na22_Mg22_meta, j_Na22_Mg22_rhoy, j_Na22_Mg22_temp, j_Na22_Mg22_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Na22_to_Mg22_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Na22) * (edot_nu + edot_gamma);
 
-    auto screened_rates = rate_eval.screened_rates;
+
+    const auto& screened_rates = rate_eval.screened_rates;
 
     ydot_nuc(H1) = 0.0_rt;
 
@@ -1341,7 +928,7 @@ void get_ydot_weak(const burn_t& state,
 #endif
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void rhs_nuc(const burn_t& state,
              amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
              const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
@@ -1617,7 +1204,7 @@ void rhs_nuc(const burn_t& state,
 }
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void actual_rhs (const burn_t& state, amrex::Array1D<amrex::Real, 1, neqs>& ydot)
 {
 
@@ -1664,7 +1251,7 @@ void actual_rhs (const burn_t& state, amrex::Array1D<amrex::Real, 1, neqs>& ydot
 
 
 template<class MatrixType>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void jac_nuc(const burn_t& state,
              MatrixType& jac,
              const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
@@ -4117,7 +3704,7 @@ void jac_nuc(const burn_t& state,
 
 
 template<class MatrixType>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void actual_jac(const burn_t& state, MatrixType& jac)
 {
 
diff --git a/networks/he-burn/cno-he-burn-33a/approximate_rates.H b/networks/he-burn/cno-he-burn-33a/approximate_rates.H
new file mode 100644
index 0000000000..cb7a05d244
--- /dev/null
+++ b/networks/he-burn/cno-he-burn-33a/approximate_rates.H
@@ -0,0 +1,355 @@
+#ifndef APPROXIMATE_RATES_H
+#define APPROXIMATE_RATES_H
+
+#include <AMReX.H>
+#include <AMReX_Print.H>
+
+#include <tfactors.H>
+#include <actual_network.H>
+#include <rate_type.H>
+
+using namespace Rates;
+using namespace Species;
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_S32_He4_to_Ar36_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Cl35_to_Ar36_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Cl35_to_He4_S32_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ag = rate_eval.screened_rates(k_He4_S32_to_Ar36_reaclib);
+    amrex::Real r_ap = rate_eval.screened_rates(k_He4_S32_to_p_Cl35_derived);
+    rate = r_ag + r_ap * r_pg * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_reaclib);
+        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_reaclib);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ar36_to_S32_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Cl35_to_Ar36_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Cl35_to_He4_S32_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ga = rate_eval.screened_rates(k_Ar36_to_He4_S32_derived);
+    amrex::Real r_gp = rate_eval.screened_rates(k_Ar36_to_p_Cl35_derived);
+    rate = r_ga + r_gp * r_pa * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ar36_to_He4_S32_derived);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_reaclib);
+        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ar36_to_p_Cl35_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ar36_He4_to_Ca40_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_K39_to_Ca40_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_K39_to_He4_Ar36_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ar36_to_Ca40_reaclib);
+    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ar36_to_p_K39_derived);
+    rate = r_ag + r_ap * r_pg * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_reaclib);
+        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_reaclib);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca40_to_Ar36_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_K39_to_Ca40_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_K39_to_He4_Ar36_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ga = rate_eval.screened_rates(k_Ca40_to_He4_Ar36_derived);
+    amrex::Real r_gp = rate_eval.screened_rates(k_Ca40_to_p_K39_derived);
+    rate = r_ga + r_gp * r_pa * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ca40_to_He4_Ar36_derived);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_reaclib);
+        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ca40_to_p_K39_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca40_He4_to_Ti44_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Sc43_to_Ti44_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ca40_to_Ti44_reaclib);
+    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_derived);
+    rate = r_ag + r_ap * r_pg * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_reaclib);
+        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_reaclib);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti44_to_Ca40_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Sc43_to_Ti44_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ga = rate_eval.screened_rates(k_Ti44_to_He4_Ca40_derived);
+    amrex::Real r_gp = rate_eval.screened_rates(k_Ti44_to_p_Sc43_derived);
+    rate = r_ga + r_gp * r_pa * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ti44_to_He4_Ca40_derived);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_reaclib);
+        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ti44_to_p_Sc43_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti44_He4_to_Cr48_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_V47_to_Cr48_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_V47_to_He4_Ti44_derived);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ti44_to_Cr48_reaclib);
+    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ti44_to_p_V47_reaclib);
+    rate = r_ag + r_ap * r_pg * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_reaclib);
+        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_reaclib);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_reaclib);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_derived);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr48_to_Ti44_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_V47_to_Cr48_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_V47_to_He4_Ti44_derived);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ga = rate_eval.screened_rates(k_Cr48_to_He4_Ti44_derived);
+    amrex::Real r_gp = rate_eval.screened_rates(k_Cr48_to_p_V47_derived);
+    rate = r_ga + r_gp * r_pa * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Cr48_to_He4_Ti44_derived);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_derived);
+        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Cr48_to_p_V47_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr48_He4_to_Fe52_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Mn51_to_Fe52_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_derived);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Cr48_to_Fe52_reaclib);
+    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Cr48_to_p_Mn51_reaclib);
+    rate = r_ag + r_ap * r_pg * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Cr48_to_Fe52_reaclib);
+        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Cr48_to_p_Mn51_reaclib);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_reaclib);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_derived);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe52_to_Cr48_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Mn51_to_Fe52_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_derived);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ga = rate_eval.screened_rates(k_Fe52_to_He4_Cr48_derived);
+    amrex::Real r_gp = rate_eval.screened_rates(k_Fe52_to_p_Mn51_derived);
+    rate = r_ga + r_gp * r_pa * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Fe52_to_He4_Cr48_derived);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_derived);
+        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Fe52_to_p_Mn51_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe52_He4_to_Ni56_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Co55_to_Ni56_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_derived);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Fe52_to_Ni56_reaclib);
+    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Fe52_to_p_Co55_reaclib);
+    rate = r_ag + r_ap * r_pg * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_reaclib);
+        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_Co55_reaclib);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_reaclib);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_derived);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni56_to_Fe52_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Co55_to_Ni56_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_derived);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ga = rate_eval.screened_rates(k_Ni56_to_He4_Fe52_derived);
+    amrex::Real r_gp = rate_eval.screened_rates(k_Ni56_to_p_Co55_derived);
+    rate = r_ga + r_gp * r_pa * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ni56_to_He4_Fe52_derived);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_derived);
+        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ni56_to_p_Co55_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+
+
+template <int do_T_derivatives, typename T>
+AMREX_GPU_HOST_DEVICE AMREX_INLINE
+void
+fill_approx_rates([[maybe_unused]] const tf_t& tfactors,
+                  [[maybe_unused]] const amrex::Real rho,
+                  [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                  [[maybe_unused]] T& rate_eval)
+{
+
+    [[maybe_unused]] amrex::Real rate{};
+    [[maybe_unused]] amrex::Real drate_dT{};
+
+    rate_S32_He4_to_Ar36_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_S32_He4_to_Ar36_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_S32_He4_to_Ar36_approx) = drate_dT;
+    }
+
+    rate_Ar36_to_S32_He4_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ar36_to_S32_He4_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ar36_to_S32_He4_approx) = drate_dT;
+    }
+
+    rate_Ar36_He4_to_Ca40_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ar36_He4_to_Ca40_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ar36_He4_to_Ca40_approx) = drate_dT;
+    }
+
+    rate_Ca40_to_Ar36_He4_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ca40_to_Ar36_He4_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ca40_to_Ar36_He4_approx) = drate_dT;
+    }
+
+    rate_Ca40_He4_to_Ti44_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ca40_He4_to_Ti44_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ca40_He4_to_Ti44_approx) = drate_dT;
+    }
+
+    rate_Ti44_to_Ca40_He4_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ti44_to_Ca40_He4_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ti44_to_Ca40_He4_approx) = drate_dT;
+    }
+
+    rate_Ti44_He4_to_Cr48_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ti44_He4_to_Cr48_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ti44_He4_to_Cr48_approx) = drate_dT;
+    }
+
+    rate_Cr48_to_Ti44_He4_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Cr48_to_Ti44_He4_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Cr48_to_Ti44_He4_approx) = drate_dT;
+    }
+
+    rate_Cr48_He4_to_Fe52_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Cr48_He4_to_Fe52_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Cr48_He4_to_Fe52_approx) = drate_dT;
+    }
+
+    rate_Fe52_to_Cr48_He4_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Fe52_to_Cr48_He4_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Fe52_to_Cr48_He4_approx) = drate_dT;
+    }
+
+    rate_Fe52_He4_to_Ni56_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Fe52_He4_to_Ni56_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Fe52_He4_to_Ni56_approx) = drate_dT;
+    }
+
+    rate_Ni56_to_Fe52_He4_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ni56_to_Fe52_He4_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ni56_to_Fe52_He4_approx) = drate_dT;
+    }
+
+
+}
+
+#endif
diff --git a/networks/he-burn/cno-he-burn-33a/cno-he-burn-33a.png b/networks/he-burn/cno-he-burn-33a/cno-he-burn-33a.png
index 52d52faa54..0f468a76d2 100644
Binary files a/networks/he-burn/cno-he-burn-33a/cno-he-burn-33a.png and b/networks/he-burn/cno-he-burn-33a/cno-he-burn-33a.png differ
diff --git a/networks/he-burn/cno-he-burn-33a/derived_rates.H b/networks/he-burn/cno-he-burn-33a/derived_rates.H
index 26cb0ff5c8..d5785cf109 100644
--- a/networks/he-burn/cno-he-burn-33a/derived_rates.H
+++ b/networks/he-burn/cno-he-burn-33a/derived_rates.H
@@ -10,8 +10,8 @@
 using namespace Rates;
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_N13_to_p_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_N13_to_p_C12_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // N13 --> p + C12
 
@@ -49,13 +49,13 @@ void rate_N13_to_p_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  40.059128683693466 + -22.553277271250543 * tfactors.T9i + -13.692 * tfactors.T913i + -0.230881 * tfactors.T913
                          + 4.44362 * tfactors.T9 + -3.15898 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  22.553277271250543 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -13.692 * tfactors.T943i + (1.0/3.0) * -0.230881 * tfactors.T923i
                                   + 4.44362 + (5.0/3.0) * -3.15898 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -70,13 +70,13 @@ void rate_N13_to_p_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  40.45372868369347 + -26.331767271250545 * tfactors.T9i + -5.10735 * tfactors.T913i + -2.24111 * tfactors.T913
                          + 0.148883 * tfactors.T9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  26.331767271250545 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -5.10735 * tfactors.T943i + (1.0/3.0) * -2.24111 * tfactors.T923i
                                   + 0.148883;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -90,8 +90,8 @@ void rate_N13_to_p_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_N14_to_p_C13_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_N14_to_p_C13_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // N14 --> p + C13
 
@@ -129,13 +129,13 @@ void rate_N14_to_p_C13_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  41.72421240281699 + -87.62065170634826 * tfactors.T9i + -13.72 * tfactors.T913i + -0.450018 * tfactors.T913
                          + 3.70823 * tfactors.T9 + -1.70545 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  87.62065170634826 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -13.72 * tfactors.T943i + (1.0/3.0) * -0.450018 * tfactors.T923i
                                   + 3.70823 + (5.0/3.0) * -1.70545 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -150,13 +150,13 @@ void rate_N14_to_p_C13_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  37.17241240281699 + -93.40212170634825 * tfactors.T9i + -0.196703 * tfactors.T913
                          + 0.142126 * tfactors.T9 + -0.0238912 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  93.40212170634825 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.196703 * tfactors.T923i
                                   + 0.142126 + (5.0/3.0) * -0.0238912 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -170,12 +170,12 @@ void rate_N14_to_p_C13_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // ReacLib set derived from nacrr
     ln_set_rate =  38.39121240281698 + -101.17495170634825 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  101.17495170634825 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -189,8 +189,8 @@ void rate_N14_to_p_C13_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O14_to_p_N13_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O14_to_p_N13_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // O14 --> p + N13
 
@@ -226,12 +226,12 @@ void rate_O14_to_p_N13_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // ReacLib set derived from lg06r
     ln_set_rate =  35.3038971632548 + -59.81629660012578 * tfactors.T9i + 1.57122 * tfactors.T913i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  59.81629660012578 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 1.57122 * tfactors.T943i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -246,13 +246,13 @@ void rate_O14_to_p_N13_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  42.44239716325481 + -53.690276600125785 * tfactors.T9i + -15.1676 * tfactors.T913i + 0.0955166 * tfactors.T913
                          + 3.0659 * tfactors.T9 + -0.507339 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  53.690276600125785 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -15.1676 * tfactors.T943i + (1.0/3.0) * 0.0955166 * tfactors.T923i
                                   + 3.0659 + (5.0/3.0) * -0.507339 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -266,8 +266,8 @@ void rate_O14_to_p_N13_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O15_to_p_N14_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O15_to_p_N14_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // O15 --> p + N14
 
@@ -304,13 +304,13 @@ void rate_O15_to_p_N14_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  30.76303704754867 + -89.56670699689953 * tfactors.T9i
                          + 1.5682 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  89.56670699689953 * tfactors.T9i * tfactors.T9i
                                   + 1.5682 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -324,12 +324,12 @@ void rate_O15_to_p_N14_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // ReacLib set derived from im05r
     ln_set_rate =  31.68169704754867 + -87.67370699689953 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  87.67370699689953 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -344,13 +344,13 @@ void rate_O15_to_p_N14_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  44.144157047548674 + -84.67570699689952 * tfactors.T9i + -15.193 * tfactors.T913i + -4.63975 * tfactors.T913
                          + 9.73458 * tfactors.T9 + -9.55051 * tfactors.T953 + 1.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  84.67570699689952 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -15.193 * tfactors.T943i + (1.0/3.0) * -4.63975 * tfactors.T923i
                                   + 9.73458 + (5.0/3.0) * -9.55051 * tfactors.T923 + 1.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -365,13 +365,13 @@ void rate_O15_to_p_N14_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  41.03725704754867 + -84.67570699689952 * tfactors.T9i + -15.193 * tfactors.T913i + -0.161954 * tfactors.T913
                          + -7.52123 * tfactors.T9 + -0.987565 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  84.67570699689952 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -15.193 * tfactors.T943i + (1.0/3.0) * -0.161954 * tfactors.T923i
                                   + -7.52123 + (5.0/3.0) * -0.987565 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -385,8 +385,8 @@ void rate_O15_to_p_N14_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_to_p_N15_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O16_to_p_N15_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // O16 --> p + N15
 
@@ -423,13 +423,13 @@ void rate_O16_to_p_N15_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  38.86679552635226 + -150.96226378057287 * tfactors.T9i
                          + 0.0459037 * tfactors.T9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  150.96226378057287 * tfactors.T9i * tfactors.T9i
                                   + 0.0459037;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -443,12 +443,12 @@ void rate_O16_to_p_N15_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // ReacLib set derived from li10r
     ln_set_rate =  30.912955526352267 + -143.65591378057286 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  143.65591378057286 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -463,13 +463,13 @@ void rate_O16_to_p_N15_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  44.33999552635227 + -140.73276378057287 * tfactors.T9i + -15.24 * tfactors.T913i + 0.334926 * tfactors.T913
                          + 4.59088 * tfactors.T9 + -4.78468 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  140.73276378057287 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -15.24 * tfactors.T943i + (1.0/3.0) * 0.334926 * tfactors.T923i
                                   + 4.59088 + (5.0/3.0) * -4.78468 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -483,8 +483,8 @@ void rate_O16_to_p_N15_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_to_He4_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O16_to_He4_C12_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // O16 --> He4 + C12
 
@@ -521,13 +521,13 @@ void rate_O16_to_He4_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  279.29694929711803 + -84.95157686791683 * tfactors.T9i + 103.411 * tfactors.T913i + -420.567 * tfactors.T913
                          + 64.0874 * tfactors.T9 + -12.4624 * tfactors.T953 + 138.803 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  84.95157686791683 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 103.411 * tfactors.T943i + (1.0/3.0) * -420.567 * tfactors.T923i
                                   + 64.0874 + (5.0/3.0) * -12.4624 * tfactors.T923 + 138.803 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -542,13 +542,13 @@ void rate_O16_to_He4_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  94.31554929711803 + -84.50314686791683 * tfactors.T9i + 58.9128 * tfactors.T913i + -148.273 * tfactors.T913
                          + 9.08324 * tfactors.T9 + -0.541041 * tfactors.T953 + 71.8554 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  84.50314686791683 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 58.9128 * tfactors.T943i + (1.0/3.0) * -148.273 * tfactors.T923i
                                   + 9.08324 + (5.0/3.0) * -0.541041 * tfactors.T923 + 71.8554 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -562,8 +562,8 @@ void rate_O16_to_He4_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_F17_to_p_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_F17_to_p_O16_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // F17 --> p + O16
 
@@ -599,13 +599,13 @@ void rate_F17_to_p_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  40.93184403787935 + -6.965832070525503 * tfactors.T9i + -16.696 * tfactors.T913i + -1.16252 * tfactors.T913
                          + 0.267703 * tfactors.T9 + -0.0338411 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  6.965832070525503 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -16.696 * tfactors.T943i + (1.0/3.0) * -1.16252 * tfactors.T923i
                                   + 0.267703 + (5.0/3.0) * -0.0338411 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -619,8 +619,8 @@ void rate_F17_to_p_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_F18_to_p_O17_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_F18_to_p_O17_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // F18 --> p + O17
 
@@ -656,13 +656,13 @@ void rate_F18_to_p_O17_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  33.72287495567065 + -71.29605321275191 * tfactors.T9i + 2.31435 * tfactors.T913
                          + -0.302835 * tfactors.T9 + 0.020133 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  71.29605321275191 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 2.31435 * tfactors.T923i
                                   + -0.302835 + (5.0/3.0) * 0.020133 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -676,12 +676,12 @@ void rate_F18_to_p_O17_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // ReacLib set derived from il10r
     ln_set_rate =  11.255394955670651 + -65.81406921275192 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  65.81406921275192 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -696,13 +696,13 @@ void rate_F18_to_p_O17_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  40.22529495567065 + -65.06777321275192 * tfactors.T9i + -16.4035 * tfactors.T913i + 4.31885 * tfactors.T913
                          + -0.709921 * tfactors.T9 + -2.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  65.06777321275192 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -16.4035 * tfactors.T943i + (1.0/3.0) * 4.31885 * tfactors.T923i
                                   + -0.709921 + (5.0/3.0) * -2.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -716,8 +716,8 @@ void rate_F18_to_p_O17_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_F18_to_He4_N14_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_F18_to_He4_N14_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // F18 --> He4 + N14
 
@@ -753,12 +753,12 @@ void rate_F18_to_He4_N14_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     // ReacLib set derived from il10r
     ln_set_rate =  38.61662473666887 + -62.20224752987261 * tfactors.T9i + -5.6227 * tfactors.T913i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  62.20224752987261 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -5.6227 * tfactors.T943i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -772,12 +772,12 @@ void rate_F18_to_He4_N14_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     // ReacLib set derived from il10r
     ln_set_rate =  24.91396273666887 + -56.396987529872604 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  56.396987529872604 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -792,13 +792,13 @@ void rate_F18_to_He4_N14_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  46.25102473666887 + -51.236647529872606 * tfactors.T9i + -36.2504 * tfactors.T913i
                          + -5.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  51.236647529872606 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -36.2504 * tfactors.T943i
                                   + (5.0/3.0) * -5.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -812,8 +812,8 @@ void rate_F18_to_He4_N14_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_F19_to_p_O18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_F19_to_p_O18_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // F19 --> p + O18
 
@@ -849,13 +849,13 @@ void rate_F19_to_p_O18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  42.868088644181995 + -92.7618744782197 * tfactors.T9i + -16.7246 * tfactors.T913i
                          + -3.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  92.7618744782197 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -16.7246 * tfactors.T943i
                                   + (5.0/3.0) * -3.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -870,13 +870,13 @@ void rate_F19_to_p_O18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  30.219848644181997 + -99.4871744782197 * tfactors.T9i + 3.99059 * tfactors.T913
                          + -0.593127 * tfactors.T9 + 0.0877534 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  99.4871744782197 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 3.99059 * tfactors.T923i
                                   + -0.593127 + (5.0/3.0) * 0.0877534 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -890,12 +890,12 @@ void rate_F19_to_p_O18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // ReacLib set derived from il10r
     ln_set_rate =  28.027568644181997 + -94.41868447821969 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  94.41868447821969 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -909,12 +909,12 @@ void rate_F19_to_p_O18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // ReacLib set derived from il10r
     ln_set_rate =  -12.056811355818002 + -93.0066174782197 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  93.0066174782197 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -928,8 +928,8 @@ void rate_F19_to_p_O18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_F19_to_He4_N15_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_F19_to_He4_N15_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // F19 --> He4 + N15
 
@@ -966,13 +966,13 @@ void rate_F19_to_He4_N15_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -4.0595772096034 + -50.77806404408662 * tfactors.T9i + 35.4292 * tfactors.T913
                          + -5.5767 * tfactors.T9 + 0.441293 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  50.77806404408662 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 35.4292 * tfactors.T923i
                                   + -5.5767 + (5.0/3.0) * 0.441293 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -986,12 +986,12 @@ void rate_F19_to_He4_N15_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     // ReacLib set derived from il10r
     ln_set_rate =  28.273522790396598 + -53.56282404408662 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  53.56282404408662 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1005,12 +1005,12 @@ void rate_F19_to_He4_N15_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     // ReacLib set derived from il10r
     ln_set_rate =  15.3204027903966 + -50.75615404408662 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  50.75615404408662 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1025,13 +1025,13 @@ void rate_F19_to_He4_N15_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  50.130922790396596 + -46.57820404408662 * tfactors.T9i + -36.2324 * tfactors.T913i
                          + -2.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  46.57820404408662 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -36.2324 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1045,8 +1045,8 @@ void rate_F19_to_He4_N15_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ne18_to_p_F17_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ne18_to_p_F17_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ne18 --> p + F17
 
@@ -1082,13 +1082,13 @@ void rate_Ne18_to_p_F17_derived(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  17.58370046698957 + -45.55769965436449 * tfactors.T9i + -14.2191 * tfactors.T913i + 34.0647 * tfactors.T913
                          + -16.5698 * tfactors.T9 + 2.48116 * tfactors.T953 + -0.6337600000000001 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  45.55769965436449 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -14.2191 * tfactors.T943i + (1.0/3.0) * 34.0647 * tfactors.T923i
                                   + -16.5698 + (5.0/3.0) * 2.48116 * tfactors.T923 + -0.6337600000000001 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1103,13 +1103,13 @@ void rate_Ne18_to_p_F17_derived(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  53.00858046698957 + -50.485039254364494 * tfactors.T9i + -21.3249 * tfactors.T913i + -0.230774 * tfactors.T913
                          + 0.917931 * tfactors.T9 + -0.0440377 * tfactors.T953 + -5.86014 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  50.485039254364494 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -21.3249 * tfactors.T943i + (1.0/3.0) * -0.230774 * tfactors.T923i
                                   + 0.917931 + (5.0/3.0) * -0.0440377 * tfactors.T923 + -5.86014 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1123,8 +1123,8 @@ void rate_Ne18_to_p_F17_derived(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ne18_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ne18_to_He4_O14_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ne18 --> He4 + O14
 
@@ -1160,13 +1160,13 @@ void rate_Ne18_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  51.160347955038674 + -59.35823432141371 * tfactors.T9i + -39.38 * tfactors.T913i + -0.0772187 * tfactors.T913
                          + -0.635361 * tfactors.T9 + 0.106236 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  59.35823432141371 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.38 * tfactors.T943i + (1.0/3.0) * -0.0772187 * tfactors.T923i
                                   + -0.635361 + (5.0/3.0) * 0.106236 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1181,13 +1181,13 @@ void rate_Ne18_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  20.01796795503867 + -71.51723432141371 * tfactors.T9i
                          + 6.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  71.51723432141371 * tfactors.T9i * tfactors.T9i
                                   + 6.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1201,12 +1201,12 @@ void rate_Ne18_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     // ReacLib set derived from wh87r
     ln_set_rate =  28.243807955038672 + -81.96823432141372 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  81.96823432141372 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1220,12 +1220,12 @@ void rate_Ne18_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     // ReacLib set derived from wh87r
     ln_set_rate =  22.56327795503867 + -71.08823432141371 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  71.08823432141371 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1239,8 +1239,8 @@ void rate_Ne18_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ne19_to_p_F18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ne19_to_p_F18_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ne19 --> p + F18
 
@@ -1276,13 +1276,13 @@ void rate_Ne19_to_p_F18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  18.192220240787112 + -77.27667559674641 * tfactors.T9i + 13.1683 * tfactors.T913
                          + -1.92023 * tfactors.T9 + 0.16901 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  77.27667559674641 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 13.1683 * tfactors.T923i
                                   + -1.92023 + (5.0/3.0) * 0.16901 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1297,13 +1297,13 @@ void rate_Ne19_to_p_F18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -5.39950975921289 + -74.78415559674642 * tfactors.T9i + 22.4903 * tfactors.T913
                          + 0.307872 * tfactors.T9 + -0.296226 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  74.78415559674642 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 22.4903 * tfactors.T923i
                                   + 0.307872 + (5.0/3.0) * -0.296226 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1318,13 +1318,13 @@ void rate_Ne19_to_p_F18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  81.45789024078711 + -74.38520559674642 * tfactors.T9i + -21.4023 * tfactors.T913i + -93.766 * tfactors.T913
                          + 179.258 * tfactors.T9 + -202.561 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  74.38520559674642 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -21.4023 * tfactors.T943i + (1.0/3.0) * -93.766 * tfactors.T923i
                                   + 179.258 + (5.0/3.0) * -202.561 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1338,8 +1338,8 @@ void rate_Ne19_to_p_F18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ne19_to_He4_O15_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ne19_to_He4_O15_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ne19 --> He4 + O15
 
@@ -1375,13 +1375,13 @@ void rate_Ne19_to_He4_O15_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -7.510242070092687 + -45.15053612970033 * tfactors.T9i + -3.24609 * tfactors.T913i + 44.4647 * tfactors.T913
                          + -9.79962 * tfactors.T9 + 0.841782 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  45.15053612970033 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -3.24609 * tfactors.T943i + (1.0/3.0) * 44.4647 * tfactors.T923i
                                   + -9.79962 + (5.0/3.0) * 0.841782 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1395,12 +1395,12 @@ void rate_Ne19_to_He4_O15_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     // ReacLib set derived from dc11r
     ln_set_rate =  24.694111429907313 + -46.83053612970032 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  46.83053612970032 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1415,13 +1415,13 @@ void rate_Ne19_to_He4_O15_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  51.03075792990731 + -40.946146129700324 * tfactors.T9i + -39.578 * tfactors.T913i
                          + -3.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  40.946146129700324 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.578 * tfactors.T943i
                                   + (5.0/3.0) * -3.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1435,8 +1435,8 @@ void rate_Ne19_to_He4_O15_derived(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ne20_to_p_F19_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ne20_to_p_F19_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ne20 --> p + F19
 
@@ -1472,13 +1472,13 @@ void rate_Ne20_to_p_F19_derived(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  18.711255537457795 + -156.78628300750532 * tfactors.T9i + 31.6442 * tfactors.T913i + -58.6563 * tfactors.T913
                          + 67.7365 * tfactors.T9 + -22.9721 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  156.78628300750532 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 31.6442 * tfactors.T943i + (1.0/3.0) * -58.6563 * tfactors.T923i
                                   + 67.7365 + (5.0/3.0) * -22.9721 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1493,13 +1493,13 @@ void rate_Ne20_to_p_F19_derived(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  36.72378553745779 + -150.75597300750533 * tfactors.T9i + -11.3832 * tfactors.T913i + 5.47872 * tfactors.T913
                          + -1.07203 * tfactors.T9 + 0.11196 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  150.75597300750533 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -11.3832 * tfactors.T943i + (1.0/3.0) * 5.47872 * tfactors.T923i
                                   + -1.07203 + (5.0/3.0) * 0.11196 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1514,13 +1514,13 @@ void rate_Ne20_to_p_F19_derived(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  42.62288553745779 + -149.04214300750533 * tfactors.T9i + -18.116 * tfactors.T913i + -1.4622 * tfactors.T913
                          + 6.95113 * tfactors.T9 + -2.90366 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  149.04214300750533 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -18.116 * tfactors.T943i + (1.0/3.0) * -1.4622 * tfactors.T923i
                                   + 6.95113 + (5.0/3.0) * -2.90366 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1534,8 +1534,8 @@ void rate_Ne20_to_p_F19_derived(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ne20 --> He4 + O16
 
@@ -1570,12 +1570,12 @@ void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     // ReacLib set derived from co10r
     ln_set_rate =  28.644822801502126 + -65.24608327101186 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  65.24608327101186 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1590,13 +1590,13 @@ void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  48.662112801502126 + -54.887583271011856 * tfactors.T9i + -39.7262 * tfactors.T913i + -0.210799 * tfactors.T913
                          + 0.442879 * tfactors.T9 + -0.0797753 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  54.887583271011856 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.7262 * tfactors.T943i + (1.0/3.0) * -0.210799 * tfactors.T923i
                                   + 0.442879 + (5.0/3.0) * -0.0797753 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1611,13 +1611,13 @@ void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  34.267592801502126 + -67.65188327101185 * tfactors.T9i + -3.65925 * tfactors.T913
                          + 0.714224 * tfactors.T9 + -0.00107508 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  67.65188327101185 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -3.65925 * tfactors.T923i
                                   + 0.714224 + (5.0/3.0) * -0.00107508 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1631,8 +1631,8 @@ void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ne21_to_He4_O17_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ne21_to_He4_O17_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ne21 --> He4 + O17
 
@@ -1668,13 +1668,13 @@ void rate_Ne21_to_He4_O17_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  0.09298411543850094 + -90.7784662204353 * tfactors.T9i + 123.363 * tfactors.T913i + -87.4351 * tfactors.T913
                          + -3.40974e-06 * tfactors.T9 + -57.0469 * tfactors.T953 + 83.7218 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  90.7784662204353 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 123.363 * tfactors.T943i + (1.0/3.0) * -87.4351 * tfactors.T923i
                                   + -3.40974e-06 + (5.0/3.0) * -57.0469 * tfactors.T923 + 83.7218 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1689,13 +1689,13 @@ void rate_Ne21_to_He4_O17_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -91.95121588456149 + -98.9451062204353 * tfactors.T9i + 3.31162e-08 * tfactors.T913i + 130.258 * tfactors.T913
                          + -7.92551e-05 * tfactors.T9 + -4.13772 * tfactors.T953 + -41.2753 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  98.9451062204353 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 3.31162e-08 * tfactors.T943i + (1.0/3.0) * 130.258 * tfactors.T923i
                                   + -7.92551e-05 + (5.0/3.0) * -4.13772 * tfactors.T923 + -41.2753 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1710,13 +1710,13 @@ void rate_Ne21_to_He4_O17_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  27.322784115438502 + -91.26872622043531 * tfactors.T9i + 2.87641 * tfactors.T913i + -3.54489 * tfactors.T913
                          + -2.11222e-08 * tfactors.T9 + -3.90649e-09 * tfactors.T953 + 6.25778 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  91.26872622043531 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 2.87641 * tfactors.T943i + (1.0/3.0) * -3.54489 * tfactors.T923i
                                   + -2.11222e-08 + (5.0/3.0) * -3.90649e-09 * tfactors.T923 + 6.25778 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1730,8 +1730,8 @@ void rate_Ne21_to_He4_O17_derived(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Na22_to_p_Ne21_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Na22_to_p_Ne21_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Na22 --> p + Ne21
 
@@ -1767,13 +1767,13 @@ void rate_Na22_to_p_Ne21_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  42.165346980750385 + -78.19798607071328 * tfactors.T9i + -19.2096 * tfactors.T913i
                          + -1.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  78.19798607071328 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -19.2096 * tfactors.T943i
                                   + (5.0/3.0) * -1.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1788,13 +1788,13 @@ void rate_Na22_to_p_Ne21_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -16.390453019249613 + -82.41183607071328 * tfactors.T9i + 21.1176 * tfactors.T913i + 34.0411 * tfactors.T913
                          + -4.45593 * tfactors.T9 + 0.328613 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  82.41183607071328 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 21.1176 * tfactors.T943i + (1.0/3.0) * 34.0411 * tfactors.T923i
                                   + -4.45593 + (5.0/3.0) * 0.328613 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1808,12 +1808,12 @@ void rate_Na22_to_p_Ne21_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     // ReacLib set derived from il10r
     ln_set_rate =  24.852786980750384 + -79.59755607071328 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  79.59755607071328 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1827,12 +1827,12 @@ void rate_Na22_to_p_Ne21_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     // ReacLib set derived from il10r
     ln_set_rate =  -24.559653019249616 + -78.39416607071328 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  78.39416607071328 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1846,8 +1846,8 @@ void rate_Na22_to_p_Ne21_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Na22_to_He4_F18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Na22_to_He4_F18_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Na22 --> He4 + F18
 
@@ -1883,13 +1883,13 @@ void rate_Na22_to_He4_F18_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  59.32473614051823 + -100.22898907841348 * tfactors.T9i + 18.8956 * tfactors.T913i + -65.6134 * tfactors.T913
                          + 1.71114 * tfactors.T9 + -0.0260999 * tfactors.T953 + 39.3396 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  100.22898907841348 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 18.8956 * tfactors.T943i + (1.0/3.0) * -65.6134 * tfactors.T923i
                                   + 1.71114 + (5.0/3.0) * -0.0260999 * tfactors.T923 + 39.3396 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1903,8 +1903,8 @@ void rate_Na22_to_He4_F18_derived(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Na23_to_He4_F19_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Na23_to_He4_F19_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Na23 --> He4 + F19
 
@@ -1940,13 +1940,13 @@ void rate_Na23_to_He4_F19_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  76.90044981594414 + -123.58233417534949 * tfactors.T9i + 39.7219 * tfactors.T913i + -100.401 * tfactors.T913
                          + 3.15808 * tfactors.T9 + -0.0629822 * tfactors.T953 + 55.9823 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  123.58233417534949 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 39.7219 * tfactors.T943i + (1.0/3.0) * -100.401 * tfactors.T923i
                                   + 3.15808 + (5.0/3.0) * -0.0629822 * tfactors.T923 + 55.9823 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1960,8 +1960,8 @@ void rate_Na23_to_He4_F19_derived(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mg22_to_He4_Ne18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mg22_to_He4_Ne18_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Mg22 --> He4 + Ne18
 
@@ -1997,13 +1997,13 @@ void rate_Mg22_to_He4_Ne18_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  57.680013188545345 + -94.4898569232192 * tfactors.T9i + -46.4859 * tfactors.T913i + 0.956741 * tfactors.T913
                          + -0.914402 * tfactors.T9 + 0.0722478 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  94.4898569232192 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -46.4859 * tfactors.T943i + (1.0/3.0) * 0.956741 * tfactors.T923i
                                   + -0.914402 + (5.0/3.0) * 0.0722478 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2017,8 +2017,8 @@ void rate_Mg22_to_He4_Ne18_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Mg24 --> p + Na23
 
@@ -2054,13 +2054,13 @@ void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  34.107544561463015 + -138.96838756220697 * tfactors.T9i + -0.360588 * tfactors.T913
                          + 1.4187 * tfactors.T9 + -0.184061 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  138.96838756220697 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.360588 * tfactors.T923i
                                   + 1.4187 + (5.0/3.0) * -0.184061 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2074,12 +2074,12 @@ void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     // ReacLib set derived from il10r
     ln_set_rate =  20.02229456146302 + -137.30028756220696 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  137.30028756220696 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2094,13 +2094,13 @@ void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  43.95564456146302 + -135.68809756220696 * tfactors.T9i + -20.6428 * tfactors.T913i + 1.52954 * tfactors.T913
                          + 2.7487 * tfactors.T9 + -1.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  135.68809756220696 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -20.6428 * tfactors.T943i + (1.0/3.0) * 1.52954 * tfactors.T923i
                                   + 2.7487 + (5.0/3.0) * -1.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2114,8 +2114,8 @@ void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Mg24 --> He4 + Ne20
 
@@ -2151,13 +2151,13 @@ void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  16.022538839949377 + -120.89510873006793 * tfactors.T9i + 16.9229 * tfactors.T913
                          + -2.57325 * tfactors.T9 + 0.208997 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  120.89510873006793 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 16.9229 * tfactors.T923i
                                   + -2.57325 + (5.0/3.0) * 0.208997 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2171,12 +2171,12 @@ void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amre
     // ReacLib set derived from il10r
     ln_set_rate =  26.803878839949377 + -117.33446873006793 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  117.33446873006793 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2190,12 +2190,12 @@ void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amre
     // ReacLib set derived from il10r
     ln_set_rate =  -13.884691160050625 + -110.62025873006793 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  110.62025873006793 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2210,13 +2210,13 @@ void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  49.32660883994937 + -108.11420873006793 * tfactors.T9i + -46.2525 * tfactors.T913i + 5.58901 * tfactors.T913
                          + 7.61843 * tfactors.T9 + -3.683 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  108.11420873006793 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -46.2525 * tfactors.T943i + (1.0/3.0) * 5.58901 * tfactors.T923i
                                   + 7.61843 + (5.0/3.0) * -3.683 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2230,8 +2230,8 @@ void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Si28 --> p + Al27
 
@@ -2267,13 +2267,13 @@ void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  11.796402252999236 + -136.3412367256539 * tfactors.T9i + 23.8634 * tfactors.T913
                          + -3.70135 * tfactors.T9 + 0.28964 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  136.3412367256539 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 23.8634 * tfactors.T923i
                                   + -3.70135 + (5.0/3.0) * 0.28964 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2288,13 +2288,13 @@ void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  111.48620225299923 + -134.8245897256539 * tfactors.T9i + -26.8327 * tfactors.T913i + -116.137 * tfactors.T913
                          + 0.00950567 * tfactors.T9 + 0.00999755 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  134.8245897256539 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -26.8327 * tfactors.T943i + (1.0/3.0) * -116.137 * tfactors.T923i
                                   + 0.00950567 + (5.0/3.0) * 0.00999755 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2309,13 +2309,13 @@ void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  46.569302252999236 + -134.4372767256539 * tfactors.T9i + -23.2205 * tfactors.T913i
                          + -2.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  134.4372767256539 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -23.2205 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2329,8 +2329,8 @@ void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Si28_to_He4_Mg24_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Si28_to_He4_Mg24_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Si28 --> He4 + Mg24
 
@@ -2365,12 +2365,12 @@ void rate_Si28_to_He4_Mg24_derived(const tf_t& tfactors, amrex::Real& rate, amre
     // ReacLib set derived from st08r
     ln_set_rate =  32.902724006057724 + -131.4900751873663 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  131.4900751873663 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2385,13 +2385,13 @@ void rate_Si28_to_He4_Mg24_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -25.68644599394228 + -128.6942751873663 * tfactors.T9i + 21.3721 * tfactors.T913i + 37.7649 * tfactors.T913
                          + -4.10635 * tfactors.T9 + 0.249618 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  128.6942751873663 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 21.3721 * tfactors.T943i + (1.0/3.0) * 37.7649 * tfactors.T923i
                                   + -4.10635 + (5.0/3.0) * 0.249618 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2405,8 +2405,8 @@ void rate_Si28_to_He4_Mg24_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_S32_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_S32_to_p_P31_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // S32 --> p + P31
 
@@ -2442,13 +2442,13 @@ void rate_S32_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  25.192389422303183 + -106.63906812813134 * tfactors.T9i + 8.09341 * tfactors.T913
                          + -0.615971 * tfactors.T9 + 0.031159 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  106.63906812813134 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 8.09341 * tfactors.T923i
                                   + -0.615971 + (5.0/3.0) * 0.031159 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2462,12 +2462,12 @@ void rate_S32_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // ReacLib set derived from il10r
     ln_set_rate =  21.702443422303183 + -105.12160812813134 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  105.12160812813134 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2482,13 +2482,13 @@ void rate_S32_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  43.630433422303184 + -102.86202812813134 * tfactors.T9i + -25.3278 * tfactors.T913i + 6.4931 * tfactors.T913
                          + -9.27513 * tfactors.T9 + -0.610439 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  102.86202812813134 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -25.3278 * tfactors.T943i + (1.0/3.0) * 6.4931 * tfactors.T923i
                                   + -9.27513 + (5.0/3.0) * -0.610439 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2502,8 +2502,8 @@ void rate_S32_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_S32_to_He4_Si28_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_S32_to_He4_Si28_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // S32 --> He4 + Si28
 
@@ -2539,13 +2539,13 @@ void rate_S32_to_He4_Si28_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  72.8147025119699 + -80.62419844573513 * tfactors.T9i + -59.4896 * tfactors.T913i + 4.47205 * tfactors.T913
                          + -4.78989 * tfactors.T9 + 0.557201 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  80.62419844573513 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -59.4896 * tfactors.T943i + (1.0/3.0) * 4.47205 * tfactors.T923i
                                   + -4.78989 + (5.0/3.0) * 0.557201 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2559,8 +2559,8 @@ void rate_S32_to_He4_Si28_derived(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // C12 --> 3 He4
 
@@ -2592,13 +2592,13 @@ void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  34.96090397991297 + -85.44440046993657 * tfactors.T9i + -23.57 * tfactors.T913i + 20.4886 * tfactors.T913
                          + -12.9882 * tfactors.T9 + -20.0 * tfactors.T953 + 0.8333300000000001 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  85.44440046993657 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -23.57 * tfactors.T943i + (1.0/3.0) * 20.4886 * tfactors.T923i
                                   + -12.9882 + (5.0/3.0) * -20.0 * tfactors.T923 + 0.8333300000000001 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2613,13 +2613,13 @@ void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  45.77825197991297 + -84.41994046993656 * tfactors.T9i + -37.06 * tfactors.T913i + 29.3493 * tfactors.T913
                          + -115.507 * tfactors.T9 + -10.0 * tfactors.T953 + 1.66667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  84.41994046993656 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -37.06 * tfactors.T943i + (1.0/3.0) * 29.3493 * tfactors.T923i
                                   + -115.507 + (5.0/3.0) * -10.0 * tfactors.T923 + 1.66667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2634,13 +2634,13 @@ void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  22.398803979912973 + -88.54650046993656 * tfactors.T9i + -13.49 * tfactors.T913i + 21.4259 * tfactors.T913
                          + -1.34769 * tfactors.T9 + 0.0879816 * tfactors.T953 + -10.1653 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  88.54650046993656 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -13.49 * tfactors.T943i + (1.0/3.0) * 21.4259 * tfactors.T923i
                                   + -1.34769 + (5.0/3.0) * 0.0879816 * tfactors.T923 + -10.1653 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2654,8 +2654,8 @@ void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_C12_to_p_N15_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_C12_to_p_N15_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // C12 + He4 --> p + N15
 
@@ -2699,13 +2699,13 @@ void rate_He4_C12_to_p_N15_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  27.135846229234243 + -57.62215691264642 * tfactors.T9i + -15.253 * tfactors.T913i + 1.59318 * tfactors.T913
                          + 2.4479 * tfactors.T9 + -2.19708 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  57.62215691264642 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -15.253 * tfactors.T943i + (1.0/3.0) * 1.59318 * tfactors.T923i
                                   + 2.4479 + (5.0/3.0) * -2.19708 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2720,13 +2720,13 @@ void rate_He4_C12_to_p_N15_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -6.915773770765759 + -58.78595691264642 * tfactors.T9i + 22.7105 * tfactors.T913
                          + -2.90707 * tfactors.T9 + 0.205754 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  58.78595691264642 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 22.7105 * tfactors.T923i
                                   + -2.90707 + (5.0/3.0) * 0.205754 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2741,13 +2741,13 @@ void rate_He4_C12_to_p_N15_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.556646229234243 + -65.02815691264642 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  65.02815691264642 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2762,13 +2762,13 @@ void rate_He4_C12_to_p_N15_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -5.21402377076576 + -59.643326912646415 * tfactors.T9i + 30.8497 * tfactors.T913
                          + -8.50433 * tfactors.T9 + -1.54426 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  59.643326912646415 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 30.8497 * tfactors.T923i
                                   + -8.50433 + (5.0/3.0) * -1.54426 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2782,8 +2782,8 @@ void rate_He4_C12_to_p_N15_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_N14_to_p_O17_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_N14_to_p_O17_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // N14 + He4 --> p + O17
 
@@ -2826,13 +2826,13 @@ void rate_He4_N14_to_p_O17_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -7.592359780998223 + -14.584520682879308 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  14.584520682879308 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2847,13 +2847,13 @@ void rate_He4_N14_to_p_O17_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  19.194270219001776 + -13.831125682879309 * tfactors.T9i + -16.9078 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  13.831125682879309 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -16.9078 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2868,13 +2868,13 @@ void rate_He4_N14_to_p_O17_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  9.789270219001777 + -18.78977568287931 * tfactors.T9i + 5.10182 * tfactors.T913
                          + 0.379373 * tfactors.T9 + -0.0672515 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  18.78977568287931 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 5.10182 * tfactors.T923i
                                   + 0.379373 + (5.0/3.0) * -0.0672515 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2889,13 +2889,13 @@ void rate_He4_N14_to_p_O17_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  5.148870219001777 + -15.945895682879309 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  15.945895682879309 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2909,8 +2909,8 @@ void rate_He4_N14_to_p_O17_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_N15_to_p_O18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_N15_to_p_O18_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // N15 + He4 --> p + O18
 
@@ -2953,13 +2953,13 @@ void rate_He4_N15_to_p_O18_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -29.6926341462146 + -46.42955443414268 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  46.42955443414268 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2974,13 +2974,13 @@ void rate_He4_N15_to_p_O18_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  25.178865853785396 + -46.183670434142684 * tfactors.T9i + -16.6979 * tfactors.T913i
                          + -3.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  46.183670434142684 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -16.6979 * tfactors.T943i
                                   + (5.0/3.0) * -3.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2995,13 +2995,13 @@ void rate_He4_N15_to_p_O18_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  7.155285853785398 + -51.50702043414268 * tfactors.T9i + 11.6568 * tfactors.T913
                          + -2.16303 * tfactors.T9 + 0.209965 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  51.50702043414268 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 11.6568 * tfactors.T923i
                                   + -2.16303 + (5.0/3.0) * 0.209965 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3016,13 +3016,13 @@ void rate_He4_N15_to_p_O18_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  8.4842658537854 + -47.84667043414268 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  47.84667043414268 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3036,8 +3036,8 @@ void rate_He4_N15_to_p_O18_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O15_to_p_F18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O15_to_p_F18_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // O15 + He4 --> p + F18
 
@@ -3079,13 +3079,13 @@ void rate_He4_O15_to_p_F18_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  1.0671723108797964 + -36.45580946704611 * tfactors.T9i + 13.3223 * tfactors.T913
                          + -1.36696 * tfactors.T9 + 0.0757363 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  36.45580946704611 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 13.3223 * tfactors.T923i
                                   + -1.36696 + (5.0/3.0) * 0.0757363 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3100,13 +3100,13 @@ void rate_He4_O15_to_p_F18_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -32.4286676891202 + -33.81549146704611 * tfactors.T9i + 61.738 * tfactors.T913
                          + -108.29 * tfactors.T9 + -34.2365 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  33.81549146704611 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 61.738 * tfactors.T923i
                                   + -108.29 + (5.0/3.0) * -34.2365 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3121,13 +3121,13 @@ void rate_He4_O15_to_p_F18_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  61.315932310879795 + -33.43905946704611 * tfactors.T9i + -21.4023 * tfactors.T913i + -80.8891 * tfactors.T913
                          + 134.6 * tfactors.T9 + -126.504 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  33.43905946704611 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -21.4023 * tfactors.T943i + (1.0/3.0) * -80.8891 * tfactors.T923i
                                   + 134.6 + (5.0/3.0) * -126.504 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3141,8 +3141,8 @@ void rate_He4_O15_to_p_F18_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O16_to_He4_N13_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O16_to_He4_N13_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // O16 + p --> He4 + N13
 
@@ -3185,13 +3185,13 @@ void rate_p_O16_to_He4_N13_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  42.21642061342456 + -60.557329596678294 * tfactors.T9i + -35.829 * tfactors.T913i + -0.530275 * tfactors.T913
                          + -0.982462 * tfactors.T9 + 0.0808059 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  60.557329596678294 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -35.829 * tfactors.T943i + (1.0/3.0) * -0.530275 * tfactors.T923i
                                   + -0.982462 + (5.0/3.0) * 0.0808059 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3205,8 +3205,8 @@ void rate_p_O16_to_He4_N13_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O16_to_p_F19_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O16_to_p_F19_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // O16 + He4 --> p + F19
 
@@ -3248,13 +3248,13 @@ void rate_He4_O16_to_p_F19_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -53.121227264044336 + -94.28220973651266 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  94.28220973651266 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3269,13 +3269,13 @@ void rate_He4_O16_to_p_F19_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  25.874672735955667 + -94.15455973651265 * tfactors.T9i + -18.116 * tfactors.T913i
                          + 1.86674 * tfactors.T9 + -7.5666 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  94.15455973651265 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -18.116 * tfactors.T943i
                                   + 1.86674 + (5.0/3.0) * -7.5666 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3290,13 +3290,13 @@ void rate_He4_O16_to_p_F19_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  13.941672735955667 + -97.44055973651265 * tfactors.T9i
                          + -0.21103 * tfactors.T9 + 2.87702 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  97.44055973651265 * tfactors.T9i * tfactors.T9i
                                   + -0.21103 + 2.87702 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3311,13 +3311,13 @@ void rate_He4_O16_to_p_F19_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  14.778572735955667 + -97.90640973651266 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  97.90640973651266 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3332,13 +3332,13 @@ void rate_He4_O16_to_p_F19_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  7.822072735955667 + -96.62283973651265 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  96.62283973651265 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3352,8 +3352,8 @@ void rate_He4_O16_to_p_F19_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_F17_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_F17_to_He4_O14_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // F17 + p --> He4 + O14
 
@@ -3395,13 +3395,13 @@ void rate_p_F17_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  11.415567488049104 + -25.85518506704921 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  25.85518506704921 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3416,13 +3416,13 @@ void rate_p_F17_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  17.938467488049106 + -39.83288506704921 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  39.83288506704921 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3437,13 +3437,13 @@ void rate_p_F17_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  40.122467488049104 + -13.83288506704921 * tfactors.T9i + -39.388 * tfactors.T913i + -17.4673 * tfactors.T913
                          + 35.3029 * tfactors.T9 + -24.8162 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  13.83288506704921 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.388 * tfactors.T943i + (1.0/3.0) * -17.4673 * tfactors.T923i
                                   + 35.3029 + (5.0/3.0) * -24.8162 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3458,13 +3458,13 @@ void rate_p_F17_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  15.595367488049106 + -36.34288506704921 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  36.34288506704921 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3479,13 +3479,13 @@ void rate_p_F17_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  10.405067488049104 + -27.43288506704921 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  27.43288506704921 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3500,13 +3500,13 @@ void rate_p_F17_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -106.80433251195089 + -14.285921067049209 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  14.285921067049209 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3520,8 +3520,8 @@ void rate_p_F17_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_F17_to_p_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_F17_to_p_Ne20_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // F17 + He4 --> p + Ne20
 
@@ -3563,13 +3563,13 @@ void rate_He4_F17_to_p_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  38.645331236377224 + -0.004848799532844339 * tfactors.T9i + -43.18 * tfactors.T913i + 4.46827 * tfactors.T913
                          + -1.63915 * tfactors.T9 + 0.123483 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  0.004848799532844339 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -43.18 * tfactors.T943i + (1.0/3.0) * 4.46827 * tfactors.T923i
                                   + -1.63915 + (5.0/3.0) * 0.123483 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3583,8 +3583,8 @@ void rate_He4_F17_to_p_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ne20 + He4 --> p + Na23
 
@@ -3626,13 +3626,13 @@ void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -6.360024278486355 + -29.889658832139027 * tfactors.T9i + 19.7297 * tfactors.T913
                          + -2.20987 * tfactors.T9 + 0.153374 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  29.889658832139027 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 19.7297 * tfactors.T923i
                                   + -2.20987 + (5.0/3.0) * 0.153374 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3647,13 +3647,13 @@ void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  0.24516522151364528 + -29.434918832139026 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  29.434918832139026 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3668,13 +3668,13 @@ void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  19.202935721513644 + -27.573888832139026 * tfactors.T9i + -20.0024 * tfactors.T913i + 11.5988 * tfactors.T913
                          + -1.37398 * tfactors.T9 + -1.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  27.573888832139026 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -20.0024 * tfactors.T943i + (1.0/3.0) * 11.5988 * tfactors.T923i
                                   + -1.37398 + (5.0/3.0) * -1.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3688,8 +3688,8 @@ void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ne21_to_He4_F18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ne21_to_He4_F18_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ne21 + p --> He4 + F18
 
@@ -3731,13 +3731,13 @@ void rate_p_Ne21_to_He4_F18_derived(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  50.63668915976785 + -22.04702300768339 * tfactors.T9i + 21.4461 * tfactors.T913i + -73.252 * tfactors.T913
                          + 2.42329 * tfactors.T9 + -0.077278 * tfactors.T953 + 40.7604 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  22.04702300768339 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 21.4461 * tfactors.T943i + (1.0/3.0) * -73.252 * tfactors.T923i
                                   + 2.42329 + (5.0/3.0) * -0.077278 * tfactors.T923 + 40.7604 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3751,8 +3751,8 @@ void rate_p_Ne21_to_He4_F18_derived(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Na22_to_He4_Ne19_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Na22_to_He4_Ne19_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Na22 + p --> He4 + Ne19
 
@@ -3794,13 +3794,13 @@ void rate_p_Na22_to_He4_Ne19_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  43.08404589973112 + -24.01421348166705 * tfactors.T9i + -46.6346 * tfactors.T913i + 0.866532 * tfactors.T913
                          + -0.893541 * tfactors.T9 + 0.0747971 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  24.01421348166705 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -46.6346 * tfactors.T943i + (1.0/3.0) * 0.866532 * tfactors.T923i
                                   + -0.893541 + (5.0/3.0) * 0.0747971 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3814,8 +3814,8 @@ void rate_p_Na22_to_He4_Ne19_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Mg24 + He4 --> p + Al27
 
@@ -3857,13 +3857,13 @@ void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -6.4280417530584835 + -22.818701538287602 * tfactors.T9i + 18.0416 * tfactors.T913
                          + -1.54137 * tfactors.T9 + 0.0847506 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  22.818701538287602 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 18.0416 * tfactors.T923i
                                   + -1.54137 + (5.0/3.0) * 0.0847506 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3878,13 +3878,13 @@ void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -26.268451753058486 + -19.5392135382876 * tfactors.T9i + 5.18642 * tfactors.T913i + -34.7936 * tfactors.T913
                          + 168.225 * tfactors.T9 + -115.825 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  19.5392135382876 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 5.18642 * tfactors.T943i + (1.0/3.0) * -34.7936 * tfactors.T923i
                                   + 168.225 + (5.0/3.0) * -115.825 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3899,13 +3899,13 @@ void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  30.057448246941515 + -18.576201538287602 * tfactors.T9i + -26.4162 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  18.576201538287602 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -26.4162 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3919,8 +3919,8 @@ void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Si28 + He4 --> p + P31
 
@@ -3962,13 +3962,13 @@ void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -11.415669089666713 + -25.663579682396225 * tfactors.T9i + 21.521 * tfactors.T913
                          + -1.90355 * tfactors.T9 + 0.092724 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  25.663579682396225 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 21.521 * tfactors.T923i
                                   + -1.90355 + (5.0/3.0) * 0.092724 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3983,13 +3983,13 @@ void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -13.441669089666712 + -24.114989682396224 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  24.114989682396224 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4004,13 +4004,13 @@ void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  60.360230910333286 + -22.237829682396224 * tfactors.T9i + -31.932 * tfactors.T913i + -77.0334 * tfactors.T913
                          + -43.6847 * tfactors.T9 + -4.28955 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  22.237829682396224 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -31.932 * tfactors.T943i + (1.0/3.0) * -77.0334 * tfactors.T923i
                                   + -43.6847 + (5.0/3.0) * -4.28955 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4024,8 +4024,8 @@ void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_S32_to_p_Cl35_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // S32 + He4 --> p + Cl35
 
@@ -4067,13 +4067,13 @@ void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -0.8597847344696254 + -25.589703706656966 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  25.589703706656966 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4088,13 +4088,13 @@ void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -57.37716473446963 + -22.187684706656967 * tfactors.T9i + 25.5338 * tfactors.T913
                          + 6.45824 * tfactors.T9 + -0.950294 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  22.187684706656967 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 25.5338 * tfactors.T923i
                                   + 6.45824 + (5.0/3.0) * -0.950294 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4109,13 +4109,13 @@ void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  32.27223526553037 + -21.654753706656965 * tfactors.T9i + -30.9147 * tfactors.T913i + -1.2345 * tfactors.T913
                          + 22.5118 * tfactors.T9 + -33.0589 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  21.654753706656965 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -30.9147 * tfactors.T943i + (1.0/3.0) * -1.2345 * tfactors.T923i
                                   + 22.5118 + (5.0/3.0) * -33.0589 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4130,13 +4130,13 @@ void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  2.4434452655303747 + -27.664513706656965 * tfactors.T9i + 5.33756 * tfactors.T913
                          + 1.64418 * tfactors.T9 + -0.246167 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  27.664513706656965 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 5.33756 * tfactors.T923i
                                   + 1.64418 + (5.0/3.0) * -0.246167 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4150,8 +4150,8 @@ void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ar36_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ar36_to_He4_S32_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ar36 --> He4 + S32
 
@@ -4187,13 +4187,13 @@ void rate_Ar36_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  73.81807507159112 + -77.06468541928012 * tfactors.T9i + -65.3709 * tfactors.T913i + 5.68294 * tfactors.T913
                          + -5.00388 * tfactors.T9 + 0.571407 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  77.06468541928012 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -65.3709 * tfactors.T943i + (1.0/3.0) * 5.68294 * tfactors.T923i
                                   + -5.00388 + (5.0/3.0) * 0.571407 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4207,8 +4207,8 @@ void rate_Ar36_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ar36_to_p_Cl35_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ar36 --> p + Cl35
 
@@ -4243,12 +4243,12 @@ void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     // ReacLib set derived from il10r
     ln_set_rate =  -17.455589662878502 + -99.28409012589869 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  99.28409012589869 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4263,13 +4263,13 @@ void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  60.7561103371215 + -98.71943912589869 * tfactors.T9i + -27.8971 * tfactors.T913i + -16.2304 * tfactors.T913
                          + 35.255 * tfactors.T9 + -25.8411 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  98.71943912589869 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -27.8971 * tfactors.T943i + (1.0/3.0) * -16.2304 * tfactors.T923i
                                   + 35.255 + (5.0/3.0) * -25.8411 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4284,13 +4284,13 @@ void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  17.222320337121502 + -102.37035912589869 * tfactors.T9i + 18.0179 * tfactors.T913
                          + -2.86304 * tfactors.T9 + 0.250854 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  102.37035912589869 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 18.0179 * tfactors.T923i
                                   + -2.86304 + (5.0/3.0) * 0.250854 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4304,12 +4304,12 @@ void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     // ReacLib set derived from il10r
     ln_set_rate =  16.0363703371215 + -100.7293991258987 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  100.7293991258987 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4323,8 +4323,8 @@ void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ar36_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ar36_to_p_K39_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ar36 + He4 --> p + K39
 
@@ -4366,13 +4366,13 @@ void rate_He4_Ar36_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  20.654451232729432 + -14.951286608188834 * tfactors.T9i + -30.0732 * tfactors.T913i + 7.03263 * tfactors.T913
                          + -1.10085 * tfactors.T9 + 0.133768 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  14.951286608188834 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -30.0732 * tfactors.T943i + (1.0/3.0) * 7.03263 * tfactors.T923i
                                   + -1.10085 + (5.0/3.0) * 0.133768 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4386,8 +4386,8 @@ void rate_He4_Ar36_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca40_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca40_to_He4_Ar36_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ca40 --> He4 + Ar36
 
@@ -4423,13 +4423,13 @@ void rate_Ca40_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  77.28432125250924 + -81.69320665503751 * tfactors.T9i + -71.0046 * tfactors.T913i + 4.0656 * tfactors.T913
                          + -5.26509 * tfactors.T9 + 0.683546 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  81.69320665503751 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -71.0046 * tfactors.T943i + (1.0/3.0) * 4.0656 * tfactors.T923i
                                   + -5.26509 + (5.0/3.0) * 0.683546 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4443,8 +4443,8 @@ void rate_Ca40_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca40_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca40_to_p_K39_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ca40 --> p + K39
 
@@ -4480,13 +4480,13 @@ void rate_Ca40_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  2786.453572485239 + -101.86683326322635 * tfactors.T9i + 802.18 * tfactors.T913i + -4010.27 * tfactors.T913
                          + 1137.69 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  101.86683326322635 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 802.18 * tfactors.T943i + (1.0/3.0) * -4010.27 * tfactors.T923i
                                   + 1137.69 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4501,13 +4501,13 @@ void rate_Ca40_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  613.1725724852387 + -109.20919326322635 * tfactors.T9i + 641.844 * tfactors.T913i + -1248.49 * tfactors.T913
                          + 566.426 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  109.20919326322635 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 641.844 * tfactors.T943i + (1.0/3.0) * -1248.49 * tfactors.T923i
                                   + 566.426 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4522,13 +4522,13 @@ void rate_Ca40_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  127.32557248523868 + -98.30957326322635 * tfactors.T9i + 41.1723 * tfactors.T913i + -149.299 * tfactors.T913
                          + 10.5229 * tfactors.T9 + -0.68208 * tfactors.T953 + 60.7367 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  98.30957326322635 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 41.1723 * tfactors.T943i + (1.0/3.0) * -149.299 * tfactors.T923i
                                   + 10.5229 + (5.0/3.0) * -0.68208 * tfactors.T923 + 60.7367 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4542,8 +4542,8 @@ void rate_Ca40_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ca40_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ca40_to_p_Sc43_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ca40 + He4 --> p + Sc43
 
@@ -4585,13 +4585,13 @@ void rate_He4_Ca40_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  35.67546755788414 + -40.87525788838128 * tfactors.T9i + -32.1734 * tfactors.T913i + 0.0296879 * tfactors.T913
                          + -0.95232 * tfactors.T9 + 0.129022 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  40.87525788838128 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -32.1734 * tfactors.T943i + (1.0/3.0) * 0.0296879 * tfactors.T923i
                                   + -0.95232 + (5.0/3.0) * 0.129022 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4605,8 +4605,8 @@ void rate_He4_Ca40_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti44_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti44_to_He4_Ca40_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ti44 --> He4 + Ca40
 
@@ -4642,13 +4642,13 @@ void rate_Ti44_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  78.7006646483486 + -59.49768581557457 * tfactors.T9i + -76.4273 * tfactors.T913i + 3.87451 * tfactors.T913
                          + -3.61477 * tfactors.T9 + 0.367451 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  59.49768581557457 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -76.4273 * tfactors.T943i + (1.0/3.0) * 3.87451 * tfactors.T923i
                                   + -3.61477 + (5.0/3.0) * 0.367451 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4662,8 +4662,8 @@ void rate_Ti44_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti44_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti44_to_p_Sc43_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ti44 --> p + Sc43
 
@@ -4699,13 +4699,13 @@ void rate_Ti44_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  62.61343220623275 + -100.37294370395585 * tfactors.T9i + -32.1734 * tfactors.T913i + -1.77078 * tfactors.T913
                          + -2.21706 * tfactors.T9 + 0.298499 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  100.37294370395585 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -32.1734 * tfactors.T943i + (1.0/3.0) * -1.77078 * tfactors.T923i
                                   + -2.21706 + (5.0/3.0) * 0.298499 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4719,8 +4719,8 @@ void rate_Ti44_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr48_to_He4_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr48_to_He4_Ti44_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Cr48 --> He4 + Ti44
 
@@ -4756,13 +4756,13 @@ void rate_Cr48_to_He4_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  89.75906465832496 + -89.32364150067336 * tfactors.T9i + -81.667 * tfactors.T913i + -10.6333 * tfactors.T913
                          + -0.672613 * tfactors.T9 + 0.161209 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  89.32364150067336 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -81.667 * tfactors.T943i + (1.0/3.0) * -10.6333 * tfactors.T923i
                                   + -0.672613 + (5.0/3.0) * 0.161209 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4776,8 +4776,8 @@ void rate_Cr48_to_He4_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr48_to_p_V47_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Cr48 --> p + V47
 
@@ -4813,13 +4813,13 @@ void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  67.75975303984967 + -100.08956223422913 * tfactors.T9i + -34.0548 * tfactors.T913i + -3.41973 * tfactors.T913
                          + 1.16501 * tfactors.T9 + -0.105543 * tfactors.T953 + -6.20886 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  100.08956223422913 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -34.0548 * tfactors.T943i + (1.0/3.0) * -3.41973 * tfactors.T923i
                                   + 1.16501 + (5.0/3.0) * -0.105543 * tfactors.T923 + -6.20886 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4834,13 +4834,13 @@ void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  536.5429530398497 + -99.32517223422914 * tfactors.T9i + 317.171 * tfactors.T913i + -911.679 * tfactors.T913
                          + 94.4245 * tfactors.T9 + -10.1973 * tfactors.T953 + 332.227 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  99.32517223422914 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 317.171 * tfactors.T943i + (1.0/3.0) * -911.679 * tfactors.T923i
                                   + 94.4245 + (5.0/3.0) * -10.1973 * tfactors.T923 + 332.227 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4855,13 +4855,13 @@ void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  48.911453039849675 + -93.78359723422915 * tfactors.T9i + -45.9868 * tfactors.T913i + 13.6822 * tfactors.T913
                          + -0.376902 * tfactors.T9 + -0.0194875 * tfactors.T953 + -6.9232499999999995 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  93.78359723422915 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -45.9868 * tfactors.T943i + (1.0/3.0) * 13.6822 * tfactors.T923i
                                   + -0.376902 + (5.0/3.0) * -0.0194875 * tfactors.T923 + -6.9232499999999995 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4876,13 +4876,13 @@ void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  65.64255303984967 + -94.54467623422914 * tfactors.T9i + -110.655 * tfactors.T913i + 83.0232 * tfactors.T913
                          + -19.7762 * tfactors.T9 + 3.03961 * tfactors.T953 + -47.9742 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  94.54467623422914 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -110.655 * tfactors.T943i + (1.0/3.0) * 83.0232 * tfactors.T923i
                                   + -19.7762 + (5.0/3.0) * 3.03961 * tfactors.T923 + -47.9742 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4896,8 +4896,8 @@ void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_V47_to_He4_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_V47_to_He4_Ti44_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // V47 + p --> He4 + Ti44
 
@@ -4939,13 +4939,13 @@ void rate_p_V47_to_He4_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -76.63208838152472 + -6.086479266444236 * tfactors.T9i + 70.2835 * tfactors.T913
                          + -7.99061 * tfactors.T9 + 0.486213 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  6.086479266444236 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 70.2835 * tfactors.T923i
                                   + -7.99061 + (5.0/3.0) * 0.486213 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4959,8 +4959,8 @@ void rate_p_V47_to_He4_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe52_to_He4_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe52_to_He4_Cr48_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Fe52 --> He4 + Cr48
 
@@ -4996,13 +4996,13 @@ void rate_Fe52_to_He4_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  90.149113992515 + -92.09363997638769 * tfactors.T9i + -86.7459 * tfactors.T913i + -9.79373 * tfactors.T913
                          + -0.772169 * tfactors.T9 + 0.155883 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  92.09363997638769 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -86.7459 * tfactors.T943i + (1.0/3.0) * -9.79373 * tfactors.T923i
                                   + -0.772169 + (5.0/3.0) * 0.155883 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5016,8 +5016,8 @@ void rate_Fe52_to_He4_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe52_to_p_Mn51_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe52_to_p_Mn51_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Fe52 --> p + Mn51
 
@@ -5053,13 +5053,13 @@ void rate_Fe52_to_p_Mn51_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  61.74743132228039 + -85.61663846070292 * tfactors.T9i + -36.1825 * tfactors.T913i + 0.873042 * tfactors.T913
                          + -2.89731 * tfactors.T9 + 0.364394 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  85.61663846070292 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -36.1825 * tfactors.T943i + (1.0/3.0) * 0.873042 * tfactors.T923i
                                   + -2.89731 + (5.0/3.0) * 0.364394 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5073,8 +5073,8 @@ void rate_Fe52_to_p_Mn51_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Mn51_to_He4_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Mn51_to_He4_Cr48_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Mn51 + p --> He4 + Cr48
 
@@ -5116,13 +5116,13 @@ void rate_p_Mn51_to_He4_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  58.71348267023461 + -6.47700151570639 * tfactors.T9i + -86.7459 * tfactors.T913i + 1.05653 * tfactors.T913
                          + -1.15757 * tfactors.T9 + 0.0877546 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  6.47700151570639 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -86.7459 * tfactors.T943i + (1.0/3.0) * 1.05653 * tfactors.T923i
                                   + -1.15757 + (5.0/3.0) * 0.0877546 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5136,8 +5136,8 @@ void rate_p_Mn51_to_He4_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni56_to_He4_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni56_to_He4_Fe52_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ni56 --> He4 + Fe52
 
@@ -5173,13 +5173,13 @@ void rate_Ni56_to_He4_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  91.62430485073777 + -92.84097094326391 * tfactors.T9i + -91.6819 * tfactors.T913i + -9.51885 * tfactors.T913
                          + -0.533014 * tfactors.T9 + 0.0892607 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  92.84097094326391 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -91.6819 * tfactors.T943i + (1.0/3.0) * -9.51885 * tfactors.T923i
                                   + -0.533014 + (5.0/3.0) * 0.0892607 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5193,8 +5193,8 @@ void rate_Ni56_to_He4_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni56_to_p_Co55_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni56_to_p_Co55_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ni56 --> p + Co55
 
@@ -5230,13 +5230,13 @@ void rate_Ni56_to_p_Co55_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  63.15120404192561 + -83.16460378149378 * tfactors.T9i + -38.1053 * tfactors.T913i + -0.210947 * tfactors.T913
                          + -2.68377 * tfactors.T9 + 0.355814 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  83.16460378149378 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -38.1053 * tfactors.T943i + (1.0/3.0) * -0.210947 * tfactors.T923i
                                   + -2.68377 + (5.0/3.0) * 0.355814 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5250,8 +5250,8 @@ void rate_Ni56_to_p_Co55_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Co55_to_He4_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Co55_to_He4_Fe52_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Co55 + p --> He4 + Fe52
 
@@ -5293,13 +5293,13 @@ void rate_p_Co55_to_He4_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  61.42570080881217 + -9.676367161770125 * tfactors.T9i + -91.6819 * tfactors.T913i + -0.329235 * tfactors.T913
                          + -0.780924 * tfactors.T9 + 0.0425179 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  9.676367161770125 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -91.6819 * tfactors.T943i + (1.0/3.0) * -0.329235 * tfactors.T923i
                                   + -0.780924 + (5.0/3.0) * 0.0425179 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5329,366 +5329,840 @@ fill_derived_rates(const tf_t& tfactors, T& rate_eval)
 
     pf_cache.index_temp_array_1 = interp_net::find_index(tfactors.T9, part_fun::temp_array_1);
 
-    rate_N13_to_p_C12_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_N13_to_p_C12_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_N13_to_p_C12_derived) = drate_dT;
+    {
+        // N13_to_p_C12_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_N13_to_p_C12_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_N13_to_p_C12_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_N13_to_p_C12_derived) = drate_dT;
+        }
     }
-    rate_N14_to_p_C13_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_N14_to_p_C13_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_N14_to_p_C13_derived) = drate_dT;
 
-    }
-    rate_O14_to_p_N13_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_O14_to_p_N13_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O14_to_p_N13_derived) = drate_dT;
+    {
+        // N14_to_p_C13_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_N14_to_p_C13_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_N14_to_p_C13_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_N14_to_p_C13_derived) = drate_dT;
+        }
     }
-    rate_O15_to_p_N14_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_O15_to_p_N14_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O15_to_p_N14_derived) = drate_dT;
 
-    }
-    rate_O16_to_p_N15_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_O16_to_p_N15_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_to_p_N15_derived) = drate_dT;
+    {
+        // O14_to_p_N13_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O14_to_p_N13_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_O14_to_p_N13_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O14_to_p_N13_derived) = drate_dT;
+        }
     }
-    rate_O16_to_He4_C12_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_O16_to_He4_C12_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_to_He4_C12_derived) = drate_dT;
 
-    }
-    rate_F17_to_p_O16_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_F17_to_p_O16_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_F17_to_p_O16_derived) = drate_dT;
+    {
+        // O15_to_p_N14_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O15_to_p_N14_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_O15_to_p_N14_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O15_to_p_N14_derived) = drate_dT;
+        }
     }
-    rate_F18_to_p_O17_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_F18_to_p_O17_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_F18_to_p_O17_derived) = drate_dT;
 
-    }
-    rate_F18_to_He4_N14_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_F18_to_He4_N14_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_F18_to_He4_N14_derived) = drate_dT;
+    {
+        // O16_to_p_N15_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O16_to_p_N15_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_O16_to_p_N15_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O16_to_p_N15_derived) = drate_dT;
+        }
     }
-    rate_F19_to_p_O18_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_F19_to_p_O18_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_F19_to_p_O18_derived) = drate_dT;
 
-    }
-    rate_F19_to_He4_N15_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_F19_to_He4_N15_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_F19_to_He4_N15_derived) = drate_dT;
+    {
+        // O16_to_He4_C12_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O16_to_He4_C12_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_O16_to_He4_C12_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O16_to_He4_C12_derived) = drate_dT;
+        }
     }
-    rate_Ne18_to_p_F17_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ne18_to_p_F17_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ne18_to_p_F17_derived) = drate_dT;
 
-    }
-    rate_Ne18_to_He4_O14_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ne18_to_He4_O14_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ne18_to_He4_O14_derived) = drate_dT;
+    {
+        // F17_to_p_O16_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_F17_to_p_O16_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_F17_to_p_O16_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_F17_to_p_O16_derived) = drate_dT;
+        }
     }
-    rate_Ne19_to_p_F18_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ne19_to_p_F18_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ne19_to_p_F18_derived) = drate_dT;
 
-    }
-    rate_Ne19_to_He4_O15_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ne19_to_He4_O15_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ne19_to_He4_O15_derived) = drate_dT;
+    {
+        // F18_to_p_O17_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_F18_to_p_O17_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_F18_to_p_O17_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_F18_to_p_O17_derived) = drate_dT;
+        }
     }
-    rate_Ne20_to_p_F19_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ne20_to_p_F19_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ne20_to_p_F19_derived) = drate_dT;
 
-    }
-    rate_Ne20_to_He4_O16_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ne20_to_He4_O16_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ne20_to_He4_O16_derived) = drate_dT;
+    {
+        // F18_to_He4_N14_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_F18_to_He4_N14_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_F18_to_He4_N14_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_F18_to_He4_N14_derived) = drate_dT;
+        }
     }
-    rate_Ne21_to_He4_O17_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ne21_to_He4_O17_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ne21_to_He4_O17_derived) = drate_dT;
 
-    }
-    rate_Na22_to_p_Ne21_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Na22_to_p_Ne21_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Na22_to_p_Ne21_derived) = drate_dT;
+    {
+        // F19_to_p_O18_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_F19_to_p_O18_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_F19_to_p_O18_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_F19_to_p_O18_derived) = drate_dT;
+        }
     }
-    rate_Na22_to_He4_F18_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Na22_to_He4_F18_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Na22_to_He4_F18_derived) = drate_dT;
 
-    }
-    rate_Na23_to_He4_F19_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Na23_to_He4_F19_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Na23_to_He4_F19_derived) = drate_dT;
+    {
+        // F19_to_He4_N15_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_F19_to_He4_N15_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_F19_to_He4_N15_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_F19_to_He4_N15_derived) = drate_dT;
+        }
     }
-    rate_Mg22_to_He4_Ne18_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Mg22_to_He4_Ne18_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mg22_to_He4_Ne18_derived) = drate_dT;
 
-    }
-    rate_Mg24_to_p_Na23_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Mg24_to_p_Na23_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mg24_to_p_Na23_derived) = drate_dT;
+    {
+        // Ne18_to_p_F17_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne18_to_p_F17_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ne18_to_p_F17_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ne18_to_p_F17_derived) = drate_dT;
+        }
     }
-    rate_Mg24_to_He4_Ne20_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Mg24_to_He4_Ne20_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mg24_to_He4_Ne20_derived) = drate_dT;
 
-    }
-    rate_Si28_to_p_Al27_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Si28_to_p_Al27_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Si28_to_p_Al27_derived) = drate_dT;
+    {
+        // Ne18_to_He4_O14_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne18_to_He4_O14_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ne18_to_He4_O14_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ne18_to_He4_O14_derived) = drate_dT;
+        }
     }
-    rate_Si28_to_He4_Mg24_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Si28_to_He4_Mg24_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Si28_to_He4_Mg24_derived) = drate_dT;
 
-    }
-    rate_S32_to_p_P31_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_S32_to_p_P31_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_S32_to_p_P31_derived) = drate_dT;
+    {
+        // Ne19_to_p_F18_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne19_to_p_F18_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ne19_to_p_F18_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ne19_to_p_F18_derived) = drate_dT;
+        }
     }
-    rate_S32_to_He4_Si28_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_S32_to_He4_Si28_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_S32_to_He4_Si28_derived) = drate_dT;
 
-    }
-    rate_C12_to_He4_He4_He4_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_C12_to_He4_He4_He4_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_to_He4_He4_He4_derived) = drate_dT;
+    {
+        // Ne19_to_He4_O15_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne19_to_He4_O15_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ne19_to_He4_O15_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ne19_to_He4_O15_derived) = drate_dT;
+        }
     }
-    rate_He4_C12_to_p_N15_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_C12_to_p_N15_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_C12_to_p_N15_derived) = drate_dT;
 
-    }
-    rate_He4_N14_to_p_O17_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_N14_to_p_O17_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_N14_to_p_O17_derived) = drate_dT;
+    {
+        // Ne20_to_p_F19_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne20_to_p_F19_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ne20_to_p_F19_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ne20_to_p_F19_derived) = drate_dT;
+        }
     }
-    rate_He4_N15_to_p_O18_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_N15_to_p_O18_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_N15_to_p_O18_derived) = drate_dT;
 
-    }
-    rate_He4_O15_to_p_F18_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_O15_to_p_F18_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O15_to_p_F18_derived) = drate_dT;
+    {
+        // Ne20_to_He4_O16_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne20_to_He4_O16_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ne20_to_He4_O16_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ne20_to_He4_O16_derived) = drate_dT;
+        }
     }
-    rate_p_O16_to_He4_N13_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_O16_to_He4_N13_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O16_to_He4_N13_derived) = drate_dT;
 
-    }
-    rate_He4_O16_to_p_F19_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_O16_to_p_F19_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O16_to_p_F19_derived) = drate_dT;
+    {
+        // Ne21_to_He4_O17_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne21_to_He4_O17_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ne21_to_He4_O17_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ne21_to_He4_O17_derived) = drate_dT;
+        }
     }
-    rate_p_F17_to_He4_O14_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_F17_to_He4_O14_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_F17_to_He4_O14_derived) = drate_dT;
 
-    }
-    rate_He4_F17_to_p_Ne20_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_F17_to_p_Ne20_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_F17_to_p_Ne20_derived) = drate_dT;
+    {
+        // Na22_to_p_Ne21_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Na22_to_p_Ne21_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Na22_to_p_Ne21_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Na22_to_p_Ne21_derived) = drate_dT;
+        }
     }
-    rate_He4_Ne20_to_p_Na23_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Ne20_to_p_Na23_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_p_Na23_derived) = drate_dT;
 
-    }
-    rate_p_Ne21_to_He4_F18_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_Ne21_to_He4_F18_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ne21_to_He4_F18_derived) = drate_dT;
+    {
+        // Na22_to_He4_F18_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Na22_to_He4_F18_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Na22_to_He4_F18_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Na22_to_He4_F18_derived) = drate_dT;
+        }
     }
-    rate_p_Na22_to_He4_Ne19_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_Na22_to_He4_Ne19_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Na22_to_He4_Ne19_derived) = drate_dT;
 
-    }
-    rate_He4_Mg24_to_p_Al27_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Mg24_to_p_Al27_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_p_Al27_derived) = drate_dT;
+    {
+        // Na23_to_He4_F19_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Na23_to_He4_F19_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Na23_to_He4_F19_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Na23_to_He4_F19_derived) = drate_dT;
+        }
     }
-    rate_He4_Si28_to_p_P31_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Si28_to_p_P31_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_p_P31_derived) = drate_dT;
 
-    }
-    rate_He4_S32_to_p_Cl35_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_S32_to_p_Cl35_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_removed) = drate_dT;
+    {
+        // Mg22_to_He4_Ne18_derived
 
-    }
-    rate_Ar36_to_He4_S32_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ar36_to_He4_S32_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ar36_to_He4_S32_removed) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mg22_to_He4_Ne18_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Mg22_to_He4_Ne18_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mg22_to_He4_Ne18_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_Ar36_to_p_Cl35_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ar36_to_p_Cl35_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ar36_to_p_Cl35_removed) = drate_dT;
+    {
+        // Mg24_to_p_Na23_derived
 
-    }
-    rate_He4_Ar36_to_p_K39_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Ar36_to_p_K39_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_removed) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mg24_to_p_Na23_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Mg24_to_p_Na23_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mg24_to_p_Na23_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_Ca40_to_He4_Ar36_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ca40_to_He4_Ar36_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca40_to_He4_Ar36_removed) = drate_dT;
+    {
+        // Mg24_to_He4_Ne20_derived
 
-    }
-    rate_Ca40_to_p_K39_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ca40_to_p_K39_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca40_to_p_K39_removed) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mg24_to_He4_Ne20_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Mg24_to_He4_Ne20_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mg24_to_He4_Ne20_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_He4_Ca40_to_p_Sc43_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_removed) = drate_dT;
+    {
+        // Si28_to_p_Al27_derived
 
-    }
-    rate_Ti44_to_He4_Ca40_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ti44_to_He4_Ca40_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti44_to_He4_Ca40_removed) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Si28_to_p_Al27_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Si28_to_p_Al27_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Si28_to_p_Al27_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_Ti44_to_p_Sc43_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ti44_to_p_Sc43_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti44_to_p_Sc43_removed) = drate_dT;
+    {
+        // Si28_to_He4_Mg24_derived
 
-    }
-    rate_Cr48_to_He4_Ti44_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Cr48_to_He4_Ti44_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr48_to_He4_Ti44_removed) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Si28_to_He4_Mg24_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Si28_to_He4_Mg24_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Si28_to_He4_Mg24_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_Cr48_to_p_V47_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Cr48_to_p_V47_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr48_to_p_V47_removed) = drate_dT;
+    {
+        // S32_to_p_P31_derived
 
-    }
-    rate_p_V47_to_He4_Ti44_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_V47_to_He4_Ti44_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_removed) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_S32_to_p_P31_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_S32_to_p_P31_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_S32_to_p_P31_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_Fe52_to_He4_Cr48_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Fe52_to_He4_Cr48_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe52_to_He4_Cr48_removed) = drate_dT;
+    {
+        // S32_to_He4_Si28_derived
 
-    }
-    rate_Fe52_to_p_Mn51_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Fe52_to_p_Mn51_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe52_to_p_Mn51_removed) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_S32_to_He4_Si28_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_S32_to_He4_Si28_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_S32_to_He4_Si28_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_p_Mn51_to_He4_Cr48_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_removed) = drate_dT;
+    {
+        // C12_to_He4_He4_He4_derived
 
-    }
-    rate_Ni56_to_He4_Fe52_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ni56_to_He4_Fe52_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni56_to_He4_Fe52_removed) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_C12_to_He4_He4_He4_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_C12_to_He4_He4_He4_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_to_He4_He4_He4_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_Ni56_to_p_Co55_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ni56_to_p_Co55_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni56_to_p_Co55_removed) = drate_dT;
+    {
+        // He4_C12_to_p_N15_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_C12);
+        }
+#endif
+        rate_He4_C12_to_p_N15_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_C12_to_p_N15_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_C12_to_p_N15_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_N14_to_p_O17_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_N14);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_N14);
+        }
+#endif
+        rate_He4_N14_to_p_O17_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_N14_to_p_O17_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_N14_to_p_O17_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_N15_to_p_O18_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_N15);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_N15);
+        }
+#endif
+        rate_He4_N15_to_p_O18_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_N15_to_p_O18_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_N15_to_p_O18_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O15_to_p_F18_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O15);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O15);
+        }
+#endif
+        rate_He4_O15_to_p_F18_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_O15_to_p_F18_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O15_to_p_F18_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_O16_to_He4_N13_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O16);
+        }
+#endif
+        rate_p_O16_to_He4_N13_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_O16_to_He4_N13_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O16_to_He4_N13_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O16_to_p_F19_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O16);
+        }
+#endif
+        rate_He4_O16_to_p_F19_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_O16_to_p_F19_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O16_to_p_F19_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_F17_to_He4_O14_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_F17);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_F17);
+        }
+#endif
+        rate_p_F17_to_He4_O14_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_F17_to_He4_O14_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_F17_to_He4_O14_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_F17_to_p_Ne20_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_F17);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_F17);
+        }
+#endif
+        rate_He4_F17_to_p_Ne20_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_F17_to_p_Ne20_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_F17_to_p_Ne20_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ne20_to_p_Na23_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ne20);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ne20);
+        }
+#endif
+        rate_He4_Ne20_to_p_Na23_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Ne20_to_p_Na23_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ne20_to_p_Na23_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ne21_to_He4_F18_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ne21);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ne21);
+        }
+#endif
+        rate_p_Ne21_to_He4_F18_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_Ne21_to_He4_F18_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ne21_to_He4_F18_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_Na22_to_He4_Ne19_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Na22);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Na22);
+        }
+#endif
+        rate_p_Na22_to_He4_Ne19_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_Na22_to_He4_Ne19_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Na22_to_He4_Ne19_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mg24_to_p_Al27_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mg24);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mg24);
+        }
+#endif
+        rate_He4_Mg24_to_p_Al27_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Mg24_to_p_Al27_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mg24_to_p_Al27_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Si28_to_p_P31_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Si28);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Si28);
+        }
+#endif
+        rate_He4_Si28_to_p_P31_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Si28_to_p_P31_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Si28_to_p_P31_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_S32_to_p_Cl35_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_S32);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_S32);
+        }
+#endif
+        rate_He4_S32_to_p_Cl35_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_S32_to_p_Cl35_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ar36_to_He4_S32_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ar36_to_He4_S32_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ar36_to_He4_S32_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ar36_to_He4_S32_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ar36_to_p_Cl35_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ar36_to_p_Cl35_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ar36_to_p_Cl35_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ar36_to_p_Cl35_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ar36_to_p_K39_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ar36);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ar36);
+        }
+#endif
+        rate_He4_Ar36_to_p_K39_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Ar36_to_p_K39_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ca40_to_He4_Ar36_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ca40_to_He4_Ar36_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ca40_to_He4_Ar36_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ca40_to_He4_Ar36_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ca40_to_p_K39_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ca40_to_p_K39_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ca40_to_p_K39_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ca40_to_p_K39_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ca40_to_p_Sc43_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ca40);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ca40);
+        }
+#endif
+        rate_He4_Ca40_to_p_Sc43_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ti44_to_He4_Ca40_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ti44_to_He4_Ca40_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ti44_to_He4_Ca40_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ti44_to_He4_Ca40_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ti44_to_p_Sc43_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ti44_to_p_Sc43_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ti44_to_p_Sc43_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ti44_to_p_Sc43_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Cr48_to_He4_Ti44_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cr48_to_He4_Ti44_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Cr48_to_He4_Ti44_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cr48_to_He4_Ti44_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Cr48_to_p_V47_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cr48_to_p_V47_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Cr48_to_p_V47_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cr48_to_p_V47_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_V47_to_He4_Ti44_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_V47);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_V47);
+        }
+#endif
+        rate_p_V47_to_He4_Ti44_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_V47_to_He4_Ti44_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Fe52_to_He4_Cr48_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe52_to_He4_Cr48_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Fe52_to_He4_Cr48_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe52_to_He4_Cr48_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Fe52_to_p_Mn51_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe52_to_p_Mn51_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Fe52_to_p_Mn51_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe52_to_p_Mn51_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_Mn51_to_He4_Cr48_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Mn51);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Mn51);
+        }
+#endif
+        rate_p_Mn51_to_He4_Cr48_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ni56_to_He4_Fe52_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni56_to_He4_Fe52_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ni56_to_He4_Fe52_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni56_to_He4_Fe52_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ni56_to_p_Co55_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni56_to_p_Co55_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ni56_to_p_Co55_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni56_to_p_Co55_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_Co55_to_He4_Fe52_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Co55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Co55);
+        }
+#endif
+        rate_p_Co55_to_He4_Fe52_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_derived) = drate_dT;
+        }
     }
-    rate_p_Co55_to_He4_Fe52_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_removed) = drate_dT;
 
-    }
 
 }
 #endif
diff --git a/networks/he-burn/cno-he-burn-33a/interp_tools.H b/networks/he-burn/cno-he-burn-33a/interp_tools.H
index 5444bb552a..bbc0d26855 100644
--- a/networks/he-burn/cno-he-burn-33a/interp_tools.H
+++ b/networks/he-burn/cno-he-burn-33a/interp_tools.H
@@ -55,7 +55,7 @@ namespace interp_net {
 
         if (x0 < x_array(left)) {
             idx = left;
-        } else if (x0 > x_array(right)) {
+        } else if (x0 >= x_array(right)) {
             idx = right - 1;
         } else {
             idx = find_index(x0, x_array);
diff --git a/networks/he-burn/cno-he-burn-33a/modified_rates.H b/networks/he-burn/cno-he-burn-33a/modified_rates.H
new file mode 100644
index 0000000000..e63de5077c
--- /dev/null
+++ b/networks/he-burn/cno-he-burn-33a/modified_rates.H
@@ -0,0 +1,112 @@
+#ifndef MODIFIED_RATES_H
+#define MODIFIED_RATES_H
+
+#include <AMReX.H>
+#include <AMReX_Print.H>
+
+#include <tfactors.H>
+#include <actual_network.H>
+#include <rate_type.H>
+#include <temperature_table_rates.H>
+#include <reaclib_rates.H>
+
+namespace modified_rates {
+
+    using namespace temp_tabular;
+
+    template <int do_T_derivatives>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    void rate_C12_C12_to_Mg24_modified(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
+
+        // C12 + C12 --> Mg24 (calls the underlying rate)
+
+        rate_C12_C12_to_n_Mg23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+    }
+
+    template <int do_T_derivatives>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    void rate_O16_O16_to_S32_modified(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
+
+        // O16 + O16 --> S32 (calls the underlying rate)
+
+        rate_O16_O16_to_n_S31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+    }
+
+    template <int do_T_derivatives>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    void rate_C12_O16_to_Si28_modified(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
+
+        // O16 + C12 --> Si28 (calls the underlying rate)
+
+        rate_C12_O16_to_n_Si27_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+    }
+
+
+    template <int do_T_derivatives, typename T>
+    AMREX_GPU_HOST_DEVICE AMREX_INLINE
+    void
+    fill_rates([[maybe_unused]] const tf_t& tfactors,
+               [[maybe_unused]] T& rate_eval)
+    {
+
+        [[maybe_unused]] amrex::Real rate;
+        [[maybe_unused]] amrex::Real drate_dT;
+
+        {
+            // C12_C12_to_Mg24_modified
+
+            amrex::Real log_scor {0.0_rt};
+            amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+            log_scor = rate_eval.log_screen(k_C12_C12);
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_C12);
+            }
+#endif
+            rate_C12_C12_to_Mg24_modified<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+            rate_eval.screened_rates(k_C12_C12_to_Mg24_modified) = rate;
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                rate_eval.dscreened_rates_dT(k_C12_C12_to_Mg24_modified) = drate_dT;
+            }
+        }
+
+        {
+            // O16_O16_to_S32_modified
+
+            amrex::Real log_scor {0.0_rt};
+            amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+            log_scor = rate_eval.log_screen(k_O16_O16);
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                dlog_scor_dT = rate_eval.dlog_screen_dT(k_O16_O16);
+            }
+#endif
+            rate_O16_O16_to_S32_modified<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+            rate_eval.screened_rates(k_O16_O16_to_S32_modified) = rate;
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                rate_eval.dscreened_rates_dT(k_O16_O16_to_S32_modified) = drate_dT;
+            }
+        }
+
+        {
+            // C12_O16_to_Si28_modified
+
+            amrex::Real log_scor {0.0_rt};
+            amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+            log_scor = rate_eval.log_screen(k_C12_O16);
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_O16);
+            }
+#endif
+            rate_C12_O16_to_Si28_modified<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+            rate_eval.screened_rates(k_C12_O16_to_Si28_modified) = rate;
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                rate_eval.dscreened_rates_dT(k_C12_O16_to_Si28_modified) = drate_dT;
+            }
+        }
+
+
+    }
+}
+#endif
diff --git a/networks/he-burn/cno-he-burn-33a/partition_functions.H b/networks/he-burn/cno-he-burn-33a/partition_functions.H
index f9f6ec8335..f23ac6c726 100644
--- a/networks/he-burn/cno-he-burn-33a/partition_functions.H
+++ b/networks/he-burn/cno-he-burn-33a/partition_functions.H
@@ -22,7 +22,7 @@ namespace part_fun {
 
     // this is T9
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> temp_array_1 = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> temp_array_1 = {
         0.01, 0.15, 0.2, 0.3, 0.4,
         0.5, 0.6, 0.7, 0.8, 0.9,
         1.0, 1.5, 2.0, 2.5, 3.0,
@@ -45,12 +45,12 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> O14_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> O14_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
-        0.0, 0.0, 0.0, 0.0, 0.04879016416943205,
+        0.0, 0.0, 0.0, 0.0, 0.04879016416943204,
         0.10436001532424286, 0.1823215567939546, 0.27763173659827955, 0.3852624007906449, 0.5007752879124892,
         0.6097655716208943, 0.712949807856125, 0.8153648132841944, 0.9082585601768908, 1.1085626195212777,
         1.269760544863939, 1.3937663759585917, 1.4906543764441336, 1.5644405465033646, 1.6193882432872684,
@@ -60,7 +60,7 @@ namespace part_fun {
         1.2781522025001875, 1.2178757094949273, 1.1568811967920856, 1.091923300517313, 1.0260415958332743,
         0.9555114450274363, 0.8878912573524571, 0.8153648132841944, 0.7419373447293773, 0.5933268452777344,
         0.4382549309311553, 0.28517894223366247, 0.12221763272424911, -0.040821994520255166, -0.2045671657412744,
-        -0.3696154552144672, -0.7874578600311866,
+        -0.36961545521446726, -0.7874578600311866,
     };
 
     constexpr amrex::Real O14_pf_threshold_T9 = 10.0;
@@ -69,12 +69,12 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> O15_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> O15_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
-        0.0, 0.0, 0.0, 0.0, 0.04879016416943205,
+        0.0, 0.0, 0.0, 0.0, 0.04879016416943204,
         0.10436001532424286, 0.1906203596086497, 0.3148107398400336, 0.47000362924573563, 0.6418538861723947,
         0.8329091229351039, 1.0296194171811581, 1.2325602611778486, 1.43746264769429, 1.9572739077056285,
         2.4849066497880004, 3.0155349008501706, 3.55820113047182, 4.109233174715851, 4.672828834461906,
@@ -93,7 +93,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> O16_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> O16_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
@@ -117,7 +117,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> O17_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> O17_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.009950330853168092, 0.009950330853168092,
@@ -141,11 +141,11 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> O18_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> O18_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
-        0.009950330853168092, 0.01980262729617973, 0.02955880224154443, 0.04879016416943205, 0.11332868530700327,
+        0.009950330853168092, 0.01980262729617973, 0.02955880224154443, 0.04879016416943204, 0.11332868530700327,
         0.19885085874516517, 0.3074846997479607, 0.4252677354043441, 0.5481214085096876, 0.883767540168595,
         1.1786549963416462, 1.4586150226995167, 1.7209792871670078, 1.965712776351493, 2.1972245773362196,
         2.424802725718295, 2.6390573296152584, 2.8622008809294686, 3.0819099697950434, 3.66612246699132,
@@ -165,10 +165,10 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> F17_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> F17_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
-        0.0, 0.009950330853168092, 0.01980262729617973, 0.02955880224154443, 0.04879016416943205,
+        0.0, 0.009950330853168092, 0.01980262729617973, 0.02955880224154443, 0.04879016416943204,
         0.058268908123975824, 0.0769610411361284, 0.08617769624105241, 0.09531017980432493, 0.12221763272424911,
         0.13976194237515863, 0.1570037488096647, 0.17395330712343798, 0.19885085874516517, 0.26236426446749106,
         0.3293037471426003, 0.41871033485818504, 0.5247285289349821, 0.6471032420585384, 0.7884573603642703,
@@ -189,7 +189,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> F18_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> F18_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.01980262729617973, 0.058268908123975824, 0.11332868530700327,
@@ -213,8 +213,8 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> F19_pf_array = {
-        0.0, 0.0, 0.0, 0.01980262729617973, 0.04879016416943205,
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> F19_pf_array = {
+        0.0, 0.0, 0.0, 0.01980262729617973, 0.04879016416943204,
         0.10436001532424286, 0.1823215567939546, 0.25464221837358075, 0.3293037471426003, 0.4054651081081644,
         0.4762341789963717, 0.7514160886839212, 0.9282193027394288, 1.0473189942805592, 1.1378330018213911,
         1.208960345836975, 1.2725655957915476, 1.3270750014599193, 1.3762440252663892, 1.4701758451005926,
@@ -237,7 +237,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ne18_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ne18_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 1.9999980000601777e-06, 8.799612822723034e-05, 0.0007846920486507036, 0.003394233068015617,
@@ -261,8 +261,8 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ne19_pf_array = {
-        0.0, 0.0, 2.9999954999842446e-06, 0.0003219481691259959, 0.003318487723826479,
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ne19_pf_array = {
+        0.0, 0.0, 2.9999954999842446e-06, 0.0003219481691259959, 0.0033184877238264794,
         0.013481711943087782, 0.03417917980009353, 0.06595532949044476, 0.10712645546785465, 0.15502315625184526,
         0.20693855676966694, 0.4661192196858503, 0.6710247746567657, 0.8227626032729527, 0.9386027570158706,
         1.0315639539149817, 1.109845294891226, 1.1784257392950268, 1.240344462774468, 1.3511613618686162,
@@ -285,7 +285,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ne20_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ne20_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 1.5999872001381317e-05, 0.00038192705657577196, 0.0025407695097516073, 0.008962714607884434,
@@ -309,7 +309,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ne21_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ne21_pf_array = {
         0.0, 0.0, 0.0, 1.9999980000601777e-06, 5.6998375561702104e-05,
         0.00043790410599996464, 0.0016975583321979725, 0.004468003589507688, 0.00921937069756716, 0.01616858116158369,
         0.02529633275369882, 0.09484097883767402, 0.1790771326706854, 0.25859486149358507, 0.3283586964062474,
@@ -333,7 +333,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Na22_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Na22_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         9.999994999180668e-07, 5.99998200002249e-06, 2.999955000897429e-05, 0.00010499448788586636, 0.0002759619190066846,
         0.000604817061281531, 0.006891201037725975, 0.02495306647419179, 0.05592181623486148, 0.09769188674184422,
@@ -357,7 +357,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Na23_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Na23_pf_array = {
         0.0, 0.0, 0.0, 0.0, 3.999991999914312e-06,
         5.499848755537228e-05, 0.0003019544071791481, 0.0010184811719273939, 0.002532789778269521, 0.0051397687298581594,
         0.00904794362623629, 0.048651106882368046, 0.11044327651595648, 0.1779034781081781, 0.24236561796080108,
@@ -381,7 +381,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Mg22_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Mg22_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 9.999994999180668e-07,
         2.9999954999842446e-06, 0.0003249471989398286, 0.003610474386196274, 0.015246184025410463, 0.03952355190838091,
@@ -405,10 +405,10 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Mg24_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Mg24_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
-        9.999994999180668e-07, 0.0001259920626667995, 0.0017764212290928272, 0.008665347199341391, 0.02478529122240376,
+        9.999994999180668e-07, 0.0001259920626667995, 0.0017764212290928272, 0.008665347199341391, 0.024785291222403763,
         0.05209612203517594, 0.09017063128626053, 0.13704782771330884, 0.19024508258946665, 0.30679917070896673,
         0.42717245621910793, 0.5457138884802113, 0.660894613389287, 0.773014180490088, 0.9932517730102834,
         1.2119409739751128, 1.4398351280479205, 1.682688374173693, 1.9487632180377197, 2.244955980157409,
@@ -429,7 +429,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Al27_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Al27_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 1.9999980000601777e-06, 7.999968000178667e-06,
         2.3999712004631918e-05, 0.0007467211343664971, 0.0043365834151270505, 0.012613119117341724, 0.025879225360058624,
@@ -453,7 +453,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Si28_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Si28_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 4.999987500074422e-06, 0.00016398655347018683, 0.0012951609168895288, 0.005118876169847203,
@@ -477,7 +477,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> P31_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> P31_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         9.999994999180668e-07, 0.00011099383995581128, 0.0012951609168895288, 0.005682822135497365, 0.015358452840402968,
@@ -501,11 +501,11 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> S32_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> S32_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 1.1999928000476974e-05, 0.0001599872013651075, 0.0008965979359162839,
-        0.0030782573008273765, 0.007778667567807429, 0.01603376935914739, 0.02868269041229125, 0.06934041108806749,
+        0.003078257300827377, 0.007778667567807429, 0.01603376935914739, 0.02868269041229125, 0.06934041108806749,
         0.13236245968854618, 0.21875794860165648, 0.32915769331179123, 0.4643325791959468, 0.8109302162163288,
         1.2669476034873244, 1.81319474994812, 2.4336133554004498, 3.086486636822455, 3.756538102587751,
         4.4272389774954295, 5.093750200806762, 5.746203190540153, 6.386879319362645, 7.940939762327791,
@@ -525,7 +525,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Cl35_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Cl35_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 4.1999118024792734e-05, 0.0004768862716642343, 0.002171640281399847, 0.006214649003101918,
@@ -549,7 +549,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ar36_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ar36_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 9.999994999180668e-07, 5.399854205248437e-05, 0.0005328580059528724, 0.0024460060865663185,
@@ -573,7 +573,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> K39_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> K39_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 8.999959500168733e-06, 7.899687966427683e-05,
@@ -597,7 +597,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ca40_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ca40_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 7.999968000178667e-06,
@@ -621,7 +621,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Sc43_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Sc43_pf_array = {
         0.0, 3.999991999914312e-06, 7.399726213497465e-05, 0.001402016715091746, 0.006077494560027172,
         0.014618625311574956, 0.02619392408247513, 0.039701366851552046, 0.05424762604898671, 0.06923404240290812,
         0.08429886812818674, 0.15680885802481764, 0.22576092300652262, 0.2958459074810483, 0.3697667707656917,
@@ -645,7 +645,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ti44_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ti44_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 9.999994999180668e-07, 3.999991999914312e-06,
         1.6999855501571383e-05, 0.001148340404701717, 0.009309531525720607, 0.03254753540924965, 0.07466488847560604,
@@ -669,7 +669,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> V47_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> V47_pf_array = {
         5.799831806492598e-05, 0.0017464740260096463, 0.009732485344379859, 0.056357648868795907, 0.13811537012749586,
         0.23671188375470134, 0.33785770498795076, 0.4340856062023528, 0.5224146112876673, 0.6021781642551665,
         0.6737563884480131, 0.9374767156169274, 1.1057414821365488, 1.2270658944596067, 1.3241582851318665,
@@ -693,7 +693,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Cr48_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Cr48_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 1.9999980000601777e-06, 1.8999819502277547e-05, 9.099585975123644e-05, 0.0003069528851426514,
         0.0008086729358847522, 0.01474081832149851, 0.06183142275093884, 0.143112843568674, 0.24629820135844444,
@@ -717,7 +717,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Mn51_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Mn51_pf_array = {
         0.0, 0.0, 9.999994999180668e-07, 0.00013899034039500225, 0.001371059667992007,
         0.005417299897942013, 0.013501443923597083, 0.02583439952789853, 0.0418873468309038, 0.060801547340661864,
         0.08168044277606486, 0.19327880627694072, 0.29229193070917964, 0.3745845060072903, 0.44569620808461924,
@@ -741,7 +741,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Fe52_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Fe52_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 3.999991999914312e-06, 2.1999758003515767e-05, 8.699621571943491e-05,
         0.00026096594542543384, 0.006963697081509575, 0.035510955889664755, 0.09259923578662213, 0.17220724583011637,
@@ -765,11 +765,11 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Co55_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Co55_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 1.9999980000601777e-06, 3.299945551192844e-05, 0.0002149768908123338,
-        0.0008776147834635239, 0.002650484360963482, 0.006510758935580232, 0.013783568660113304, 0.04542450669313041,
+        0.0008776147834635239, 0.0026504843609634825, 0.006510758935580232, 0.013783568660113304, 0.04542450669313041,
         0.11337689843044624, 0.2341190990271887, 0.4197354671252422, 0.6733637730790638, 1.3506671834767394,
         2.175887439948088, 3.068052935133617, 3.9982007016691985, 4.948759890378168, 5.910796644040527,
         6.887552571664617, 7.874739125171811, 8.869257522797287, 9.87302834505142, 12.392552212472792,
@@ -789,11 +789,11 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ni56_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ni56_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 9.999994999180668e-07, 1.7999838002017484e-05, 0.00014798904908051437,
-        0.0006687763192560828, 0.0021007917908672197, 0.0051805577080849445, 0.0108093677159202, 0.033929817942853414,
+        0.0006687763192560828, 0.0021007917908672197, 0.005180557708084945, 0.0108093677159202, 0.033929817942853414,
         0.08125919821801637, 0.16557206393583876, 0.30308828495767837, 0.5109446166860524, 1.172482137234565,
         2.102913897864978, 3.1654750481410856, 4.272490747605575, 5.389071729816501, 6.498282149476434,
         7.605890001053122, 8.712759974960212, 9.814656338829513, 10.918718232265187, 13.664687668229691,
@@ -813,7 +813,7 @@ namespace part_fun {
     // interpolation routine
 
     template <typename T>
-    AMREX_GPU_HOST_DEVICE AMREX_INLINE
+    AMREX_GPU_DEVICE AMREX_INLINE
     void interpolate_pf(const amrex::Real t9, int idx,
                         const T& temp_array, const T& pf_array,
                         amrex::Real& logpf, amrex::Real& dlogpf_dT9) {
@@ -859,7 +859,7 @@ namespace part_fun {
         amrex::Array2D<amrex::Real, 1, NumSpecTotal, 1, 2, amrex::Order::C> data;
         int index_temp_array_1{-1};
 
-        AMREX_GPU_HOST_DEVICE AMREX_INLINE
+        AMREX_GPU_DEVICE AMREX_INLINE
         pf_cache_t() {
             // The entries will be default-initialized to -900,
             // log(partition_function) should never be -900.
@@ -875,7 +875,7 @@ namespace part_fun {
 // get the partition function for nucleus inuc.  Here pf_cache
 // should already contain the index into the temp / pf arrays
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function(const int inuc,
                             [[maybe_unused]] const amrex::Real T9,
                             const part_fun::pf_cache_t& pf_cache,
@@ -1095,7 +1095,7 @@ void get_partition_function(const int inuc,
 // index into the arrays. Uses tfactors instead of T9 as argument,
 // and returns pf and dpf_dT instead of logpf and dlogpf_dT9
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function(const int inuc,
                             [[maybe_unused]] const tf_t& tfactors,
                             amrex::Real& pf, amrex::Real& dpf_dT) {
@@ -1115,7 +1115,7 @@ void get_partition_function(const int inuc,
 }
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function_cached(const int inuc, const amrex::Real T9,
                                    part_fun::pf_cache_t& pf_cache,
                                    amrex::Real& logpf, amrex::Real& dlogpf_dT9) {
@@ -1133,7 +1133,7 @@ void get_partition_function_cached(const int inuc, const amrex::Real T9,
 
 
 template <int spec>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 constexpr amrex::Real get_spin_state() {
 
     static_assert(spec >= 1 && spec <= NumSpec);
@@ -1199,7 +1199,7 @@ constexpr amrex::Real get_spin_state() {
 
 // Legacy (non-templated) interface
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 amrex::Real get_spin_state (int spec) {
 
     amrex::Real s = -1.0_rt;
diff --git a/networks/he-burn/cno-he-burn-33a/pynucastro-info.txt b/networks/he-burn/cno-he-burn-33a/pynucastro-info.txt
index e055581de4..6256cf5f54 100644
--- a/networks/he-burn/cno-he-burn-33a/pynucastro-info.txt
+++ b/networks/he-burn/cno-he-burn-33a/pynucastro-info.txt
@@ -1 +1 @@
-pynucastro version: 2.9.0-28-gbcc09d414
+pynucastro version: 2.11.0-7-g6944c31a3
diff --git a/networks/he-burn/cno-he-burn-33a/rate_type.H b/networks/he-burn/cno-he-burn-33a/rate_type.H
new file mode 100644
index 0000000000..4819ade44e
--- /dev/null
+++ b/networks/he-burn/cno-he-burn-33a/rate_type.H
@@ -0,0 +1,25 @@
+#ifndef NET_RATE_TYPE_H
+#define NET_RATE_TYPE_H
+
+#include <actual_network.H>
+
+struct rate_t {
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  screened_rates;
+#ifdef SCREENING
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  log_screen;
+#endif
+    amrex::Real enuc_weak;
+};
+
+struct rate_derivs_t {
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  screened_rates;
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  dscreened_rates_dT;
+#ifdef SCREENING
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  log_screen;
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  dlog_screen_dT;
+#endif
+    amrex::Real enuc_weak;
+};
+
+
+#endif
\ No newline at end of file
diff --git a/networks/he-burn/cno-he-burn-33a/reaclib_rates.H b/networks/he-burn/cno-he-burn-33a/reaclib_rates.H
index 91a55a1965..0c057b279d 100644
--- a/networks/he-burn/cno-he-burn-33a/reaclib_rates.H
+++ b/networks/he-burn/cno-he-burn-33a/reaclib_rates.H
@@ -6,25 +6,14 @@
 
 #include <tfactors.H>
 #include <actual_network.H>
+#include <rate_type.H>
 
 using namespace Rates;
 using namespace Species;
 
-struct rate_t {
-    amrex::Array1D<amrex::Real, 1, NumRates>  screened_rates;
-    amrex::Real enuc_weak;
-};
-
-struct rate_derivs_t {
-    amrex::Array1D<amrex::Real, 1, NumRates>  screened_rates;
-    amrex::Array1D<amrex::Real, 1, NumRates>  dscreened_rates_dT;
-    amrex::Real enuc_weak;
-};
-
-
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_N13_to_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_N13_to_C13_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N13 --> C13
 
@@ -39,8 +28,12 @@ void rate_N13_to_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
     ln_set_rate =  -6.7601;
     amrex::ignore_unused(tfactors);
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 = 0.0;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -54,8 +47,8 @@ void rate_N13_to_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O14_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O14_to_N14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O14 --> N14
 
@@ -70,8 +63,12 @@ void rate_O14_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
     ln_set_rate =  -4.62354;
     amrex::ignore_unused(tfactors);
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 = 0.0;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -85,8 +82,8 @@ void rate_O14_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O15_to_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O15_to_N15_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O15 --> N15
 
@@ -101,8 +98,12 @@ void rate_O15_to_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
     ln_set_rate =  -5.17053;
     amrex::ignore_unused(tfactors);
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 = 0.0;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -116,8 +117,8 @@ void rate_O15_to_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + p --> N13
 
@@ -132,9 +133,13 @@ void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  17.1482 + -13.692 * tfactors.T913i + -0.230881 * tfactors.T913
                          + 4.44362 * tfactors.T9 + -3.15898 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -13.692 * tfactors.T943i + (1.0/3.0) * -0.230881 * tfactors.T923i
                                   + 4.44362 + (5.0/3.0) * -3.15898 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -149,9 +154,13 @@ void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  17.5428 + -3.77849 * tfactors.T9i + -5.10735 * tfactors.T913i + -2.24111 * tfactors.T913
                          + 0.148883 * tfactors.T9 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.77849 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -5.10735 * tfactors.T943i + (1.0/3.0) * -2.24111 * tfactors.T923i
                                   + 0.148883 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -165,8 +174,8 @@ void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + He4 --> O16
 
@@ -181,9 +190,13 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  254.634 + -1.84097 * tfactors.T9i + 103.411 * tfactors.T913i + -420.567 * tfactors.T913
                          + 64.0874 * tfactors.T9 + -12.4624 * tfactors.T953 + 137.303 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.84097 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 103.411 * tfactors.T943i + (1.0/3.0) * -420.567 * tfactors.T923i
                                   + 64.0874 + (5.0/3.0) * -12.4624 * tfactors.T923 + 137.303 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -198,9 +211,13 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  69.6526 + -1.39254 * tfactors.T9i + 58.9128 * tfactors.T913i + -148.273 * tfactors.T913
                          + 9.08324 * tfactors.T9 + -0.541041 * tfactors.T953 + 70.3554 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.39254 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 58.9128 * tfactors.T943i + (1.0/3.0) * -148.273 * tfactors.T923i
                                   + 9.08324 + (5.0/3.0) * -0.541041 * tfactors.T923 + 70.3554 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -214,8 +231,8 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_C13_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_C13_to_N14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C13 + p --> N14
 
@@ -230,9 +247,13 @@ void rate_p_C13_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  18.5155 + -13.72 * tfactors.T913i + -0.450018 * tfactors.T913
                          + 3.70823 * tfactors.T9 + -1.70545 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -13.72 * tfactors.T943i + (1.0/3.0) * -0.450018 * tfactors.T923i
                                   + 3.70823 + (5.0/3.0) * -1.70545 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -247,9 +268,13 @@ void rate_p_C13_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  13.9637 + -5.78147 * tfactors.T9i + -0.196703 * tfactors.T913
                          + 0.142126 * tfactors.T9 + -0.0238912 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.78147 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.196703 * tfactors.T923i
                                   + 0.142126 + (5.0/3.0) * -0.0238912 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -264,9 +289,13 @@ void rate_p_C13_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  15.1825 + -13.5543 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  13.5543 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -280,8 +309,8 @@ void rate_p_C13_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_N13_to_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_N13_to_O14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N13 + p --> O14
 
@@ -296,9 +325,13 @@ void rate_p_N13_to_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  10.9971 + -6.12602 * tfactors.T9i + 1.57122 * tfactors.T913i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.12602 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 1.57122 * tfactors.T943i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -313,9 +346,13 @@ void rate_p_N13_to_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  18.1356 + -15.1676 * tfactors.T913i + 0.0955166 * tfactors.T913
                          + 3.0659 * tfactors.T9 + -0.507339 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -15.1676 * tfactors.T943i + (1.0/3.0) * 0.0955166 * tfactors.T923i
                                   + 3.0659 + (5.0/3.0) * -0.507339 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -329,8 +366,8 @@ void rate_p_N13_to_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N14 + p --> O15
 
@@ -345,9 +382,13 @@ void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  6.73578 + -4.891 * tfactors.T9i
                          + 0.0682 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.891 * tfactors.T9i * tfactors.T9i
                                   + 0.0682 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -362,9 +403,13 @@ void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  7.65444 + -2.998 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.998 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -379,9 +424,13 @@ void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  20.1169 + -15.193 * tfactors.T913i + -4.63975 * tfactors.T913
                          + 9.73458 * tfactors.T9 + -9.55051 * tfactors.T953 + 0.333333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -15.193 * tfactors.T943i + (1.0/3.0) * -4.63975 * tfactors.T923i
                                   + 9.73458 + (5.0/3.0) * -9.55051 * tfactors.T923 + 0.333333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -396,9 +445,13 @@ void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  17.01 + -15.193 * tfactors.T913i + -0.161954 * tfactors.T913
                          + -7.52123 * tfactors.T9 + -0.987565 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -15.193 * tfactors.T943i + (1.0/3.0) * -0.161954 * tfactors.T923i
                                   + -7.52123 + (5.0/3.0) * -0.987565 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -412,8 +465,8 @@ void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_N14_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_N14_to_F18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N14 + He4 --> F18
 
@@ -428,9 +481,13 @@ void rate_He4_N14_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  13.8995 + -10.9656 * tfactors.T9i + -5.6227 * tfactors.T913i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.9656 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -5.6227 * tfactors.T943i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -445,9 +502,13 @@ void rate_He4_N14_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  0.196838 + -5.16034 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.16034 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -462,9 +523,13 @@ void rate_He4_N14_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  21.5339 + -36.2504 * tfactors.T913i
                          + -5.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -36.2504 * tfactors.T943i
                                   + (5.0/3.0) * -5.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -478,8 +543,8 @@ void rate_He4_N14_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_N15_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_N15_to_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N15 + p --> O16
 
@@ -494,9 +559,13 @@ void rate_p_N15_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  14.5444 + -10.2295 * tfactors.T9i
                          + 0.0459037 * tfactors.T9 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.2295 * tfactors.T9i * tfactors.T9i
                                   + 0.0459037 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -511,9 +580,13 @@ void rate_p_N15_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  6.59056 + -2.92315 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.92315 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -528,9 +601,13 @@ void rate_p_N15_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  20.0176 + -15.24 * tfactors.T913i + 0.334926 * tfactors.T913
                          + 4.59088 * tfactors.T9 + -4.78468 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -15.24 * tfactors.T943i + (1.0/3.0) * 0.334926 * tfactors.T923i
                                   + 4.59088 + (5.0/3.0) * -4.78468 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -544,8 +621,8 @@ void rate_p_N15_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_N15_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_N15_to_F19_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N15 + He4 --> F19
 
@@ -560,9 +637,13 @@ void rate_He4_N15_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -28.7989 + -4.19986 * tfactors.T9i + 35.4292 * tfactors.T913
                          + -5.5767 * tfactors.T9 + 0.441293 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.19986 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 35.4292 * tfactors.T923i
                                   + -5.5767 + (5.0/3.0) * 0.441293 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -577,9 +658,13 @@ void rate_He4_N15_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  3.5342 + -6.98462 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.98462 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -594,9 +679,13 @@ void rate_He4_N15_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -9.41892 + -4.17795 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.17795 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -611,9 +700,13 @@ void rate_He4_N15_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  25.3916 + -36.2324 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -36.2324 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -627,8 +720,8 @@ void rate_He4_N15_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O14_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O14_to_Ne18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O14 + He4 --> Ne18
 
@@ -643,9 +736,13 @@ void rate_He4_O14_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  26.4429 + -39.38 * tfactors.T913i + -0.0772187 * tfactors.T913
                          + -0.635361 * tfactors.T9 + 0.106236 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.38 * tfactors.T943i + (1.0/3.0) * -0.0772187 * tfactors.T923i
                                   + -0.635361 + (5.0/3.0) * 0.106236 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -660,9 +757,13 @@ void rate_He4_O14_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -4.69948 + -12.159 * tfactors.T9i
                          + 5.0 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.159 * tfactors.T9i * tfactors.T9i
                                   + 5.0 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -677,9 +778,13 @@ void rate_He4_O14_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  3.52636 + -22.61 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  22.61 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -694,9 +799,13 @@ void rate_He4_O14_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -2.15417 + -11.73 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  11.73 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -710,8 +819,8 @@ void rate_He4_O14_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O15_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O15_to_Ne19_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O15 + He4 --> Ne19
 
@@ -726,9 +835,13 @@ void rate_He4_O15_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -32.2496 + -4.20439 * tfactors.T9i + -3.24609 * tfactors.T913i + 44.4647 * tfactors.T913
                          + -9.79962 * tfactors.T9 + 0.841782 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.20439 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -3.24609 * tfactors.T943i + (1.0/3.0) * 44.4647 * tfactors.T923i
                                   + -9.79962 + (5.0/3.0) * 0.841782 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -743,9 +856,13 @@ void rate_He4_O15_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -0.0452465 + -5.88439 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.88439 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -760,9 +877,13 @@ void rate_He4_O15_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  26.2914 + -39.578 * tfactors.T913i
                          + -3.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.578 * tfactors.T943i
                                   + (5.0/3.0) * -3.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -776,8 +897,8 @@ void rate_He4_O15_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O16_to_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O16_to_F17_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + p --> F17
 
@@ -792,9 +913,13 @@ void rate_p_O16_to_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  19.0904 + -16.696 * tfactors.T913i + -1.16252 * tfactors.T913
                          + 0.267703 * tfactors.T9 + -0.0338411 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -16.696 * tfactors.T943i + (1.0/3.0) * -1.16252 * tfactors.T923i
                                   + 0.267703 + (5.0/3.0) * -0.0338411 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -808,8 +933,8 @@ void rate_p_O16_to_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + He4 --> Ne20
 
@@ -824,9 +949,13 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  3.88571 + -10.3585 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.3585 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -841,9 +970,13 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  23.903 + -39.7262 * tfactors.T913i + -0.210799 * tfactors.T913
                          + 0.442879 * tfactors.T9 + -0.0797753 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.7262 * tfactors.T943i + (1.0/3.0) * -0.210799 * tfactors.T923i
                                   + 0.442879 + (5.0/3.0) * -0.0797753 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -858,9 +991,13 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  9.50848 + -12.7643 * tfactors.T9i + -3.65925 * tfactors.T913
                          + 0.714224 * tfactors.T9 + -0.00107508 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.7643 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -3.65925 * tfactors.T923i
                                   + 0.714224 + (5.0/3.0) * -0.00107508 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -874,8 +1011,8 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O17_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O17_to_F18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O17 + p --> F18
 
@@ -890,9 +1027,13 @@ void rate_p_O17_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  9.39048 + -6.22828 * tfactors.T9i + 2.31435 * tfactors.T913
                          + -0.302835 * tfactors.T9 + 0.020133 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.22828 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 2.31435 * tfactors.T923i
                                   + -0.302835 + (5.0/3.0) * 0.020133 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -907,9 +1048,13 @@ void rate_p_O17_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  -13.077 + -0.746296 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.746296 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -924,9 +1069,13 @@ void rate_p_O17_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  15.8929 + -16.4035 * tfactors.T913i + 4.31885 * tfactors.T913
                          + -0.709921 * tfactors.T9 + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -16.4035 * tfactors.T943i + (1.0/3.0) * 4.31885 * tfactors.T923i
                                   + -0.709921 + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -940,8 +1089,8 @@ void rate_p_O17_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O17_to_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O17_to_Ne21_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O17 + He4 --> Ne21
 
@@ -956,9 +1105,13 @@ void rate_He4_O17_to_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -25.0898 + -5.50926 * tfactors.T9i + 123.363 * tfactors.T913i + -87.4351 * tfactors.T913
                          + -3.40974e-06 * tfactors.T9 + -57.0469 * tfactors.T953 + 82.2218 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.50926 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 123.363 * tfactors.T943i + (1.0/3.0) * -87.4351 * tfactors.T923i
                                   + -3.40974e-06 + (5.0/3.0) * -57.0469 * tfactors.T923 + 82.2218 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -973,9 +1126,13 @@ void rate_He4_O17_to_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -117.134 + -13.6759 * tfactors.T9i + 3.31162e-08 * tfactors.T913i + 130.258 * tfactors.T913
                          + -7.92551e-05 * tfactors.T9 + -4.13772 * tfactors.T953 + -42.7753 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  13.6759 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 3.31162e-08 * tfactors.T943i + (1.0/3.0) * 130.258 * tfactors.T923i
                                   + -7.92551e-05 + (5.0/3.0) * -4.13772 * tfactors.T923 + -42.7753 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -990,9 +1147,13 @@ void rate_He4_O17_to_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  2.14 + -5.99952 * tfactors.T9i + 2.87641 * tfactors.T913i + -3.54489 * tfactors.T913
                          + -2.11222e-08 * tfactors.T9 + -3.90649e-09 * tfactors.T953 + 4.75778 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.99952 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 2.87641 * tfactors.T943i + (1.0/3.0) * -3.54489 * tfactors.T923i
                                   + -2.11222e-08 + (5.0/3.0) * -3.90649e-09 * tfactors.T923 + 4.75778 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1006,8 +1167,8 @@ void rate_He4_O17_to_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O18_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O18_to_F19_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O18 + p --> F19
 
@@ -1022,9 +1183,13 @@ void rate_p_O18_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  19.917 + -16.7246 * tfactors.T913i
                          + -3.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -16.7246 * tfactors.T943i
                                   + (5.0/3.0) * -3.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1039,9 +1204,13 @@ void rate_p_O18_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  7.26876 + -6.7253 * tfactors.T9i + 3.99059 * tfactors.T913
                          + -0.593127 * tfactors.T9 + 0.0877534 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.7253 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 3.99059 * tfactors.T923i
                                   + -0.593127 + (5.0/3.0) * 0.0877534 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1056,9 +1225,13 @@ void rate_p_O18_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  5.07648 + -1.65681 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.65681 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1073,9 +1246,13 @@ void rate_p_O18_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  -35.0079 + -0.244743 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.244743 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1089,8 +1266,8 @@ void rate_p_O18_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_F17_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_F17_to_Ne18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F17 + p --> Ne18
 
@@ -1105,9 +1282,13 @@ void rate_p_F17_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -7.84708 + -0.0323504 * tfactors.T9i + -14.2191 * tfactors.T913i + 34.0647 * tfactors.T913
                          + -16.5698 * tfactors.T9 + 2.48116 * tfactors.T953 + -2.13376 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.0323504 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -14.2191 * tfactors.T943i + (1.0/3.0) * 34.0647 * tfactors.T923i
                                   + -16.5698 + (5.0/3.0) * 2.48116 * tfactors.T923 + -2.13376 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1122,9 +1303,13 @@ void rate_p_F17_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  27.5778 + -4.95969 * tfactors.T9i + -21.3249 * tfactors.T913i + -0.230774 * tfactors.T913
                          + 0.917931 * tfactors.T9 + -0.0440377 * tfactors.T953 + -7.36014 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.95969 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -21.3249 * tfactors.T943i + (1.0/3.0) * -0.230774 * tfactors.T923i
                                   + 0.917931 + (5.0/3.0) * -0.0440377 * tfactors.T923 + -7.36014 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1138,8 +1323,8 @@ void rate_p_F17_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_F18_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_F18_to_Ne19_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F18 + p --> Ne19
 
@@ -1154,9 +1339,13 @@ void rate_p_F18_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -5.85727 + -2.89147 * tfactors.T9i + 13.1683 * tfactors.T913
                          + -1.92023 * tfactors.T9 + 0.16901 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.89147 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 13.1683 * tfactors.T923i
                                   + -1.92023 + (5.0/3.0) * 0.16901 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1171,9 +1360,13 @@ void rate_p_F18_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -29.449 + -0.39895 * tfactors.T9i + 22.4903 * tfactors.T913
                          + 0.307872 * tfactors.T9 + -0.296226 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.39895 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 22.4903 * tfactors.T923i
                                   + 0.307872 + (5.0/3.0) * -0.296226 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1188,9 +1381,13 @@ void rate_p_F18_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  57.4084 + -21.4023 * tfactors.T913i + -93.766 * tfactors.T913
                          + 179.258 * tfactors.T9 + -202.561 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -21.4023 * tfactors.T943i + (1.0/3.0) * -93.766 * tfactors.T923i
                                   + 179.258 + (5.0/3.0) * -202.561 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1204,8 +1401,8 @@ void rate_p_F18_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_F18_to_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_F18_to_Na22_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F18 + He4 --> Na22
 
@@ -1220,9 +1417,13 @@ void rate_He4_F18_to_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  35.3786 + -1.82957 * tfactors.T9i + 18.8956 * tfactors.T913i + -65.6134 * tfactors.T913
                          + 1.71114 * tfactors.T9 + -0.0260999 * tfactors.T953 + 37.8396 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.82957 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 18.8956 * tfactors.T943i + (1.0/3.0) * -65.6134 * tfactors.T923i
                                   + 1.71114 + (5.0/3.0) * -0.0260999 * tfactors.T923 + 37.8396 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1236,8 +1437,8 @@ void rate_He4_F18_to_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_F19_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_F19_to_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F19 + p --> Ne20
 
@@ -1252,9 +1453,13 @@ void rate_p_F19_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -5.63093 + -7.74414 * tfactors.T9i + 31.6442 * tfactors.T913i + -58.6563 * tfactors.T913
                          + 67.7365 * tfactors.T9 + -22.9721 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  7.74414 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 31.6442 * tfactors.T943i + (1.0/3.0) * -58.6563 * tfactors.T923i
                                   + 67.7365 + (5.0/3.0) * -22.9721 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1269,9 +1474,13 @@ void rate_p_F19_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  12.3816 + -1.71383 * tfactors.T9i + -11.3832 * tfactors.T913i + 5.47872 * tfactors.T913
                          + -1.07203 * tfactors.T9 + 0.11196 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.71383 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -11.3832 * tfactors.T943i + (1.0/3.0) * 5.47872 * tfactors.T923i
                                   + -1.07203 + (5.0/3.0) * 0.11196 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1286,9 +1495,13 @@ void rate_p_F19_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  18.2807 + -18.116 * tfactors.T913i + -1.4622 * tfactors.T913
                          + 6.95113 * tfactors.T9 + -2.90366 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -18.116 * tfactors.T943i + (1.0/3.0) * -1.4622 * tfactors.T923i
                                   + 6.95113 + (5.0/3.0) * -2.90366 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1302,8 +1515,8 @@ void rate_p_F19_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_F19_to_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_F19_to_Na23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F19 + He4 --> Na23
 
@@ -1318,9 +1531,13 @@ void rate_He4_F19_to_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  52.7856 + -2.11408 * tfactors.T9i + 39.7219 * tfactors.T913i + -100.401 * tfactors.T913
                          + 3.15808 * tfactors.T9 + -0.0629822 * tfactors.T953 + 54.4823 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.11408 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 39.7219 * tfactors.T943i + (1.0/3.0) * -100.401 * tfactors.T923i
                                   + 3.15808 + (5.0/3.0) * -0.0629822 * tfactors.T923 + 54.4823 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1334,8 +1551,8 @@ void rate_He4_F19_to_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ne18_to_Mg22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ne18_to_Mg22_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne18 + He4 --> Mg22
 
@@ -1350,9 +1567,13 @@ void rate_He4_Ne18_to_Mg22_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  32.8865 + -46.4859 * tfactors.T913i + 0.956741 * tfactors.T913
                          + -0.914402 * tfactors.T9 + 0.0722478 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -46.4859 * tfactors.T943i + (1.0/3.0) * 0.956741 * tfactors.T923i
                                   + -0.914402 + (5.0/3.0) * 0.0722478 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1366,8 +1587,8 @@ void rate_He4_Ne18_to_Mg22_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne20 + He4 --> Mg24
 
@@ -1382,9 +1603,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -8.79827 + -12.7809 * tfactors.T9i + 16.9229 * tfactors.T913
                          + -2.57325 * tfactors.T9 + 0.208997 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.7809 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 16.9229 * tfactors.T923i
                                   + -2.57325 + (5.0/3.0) * 0.208997 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1399,9 +1624,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  1.98307 + -9.22026 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  9.22026 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1416,9 +1645,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -38.7055 + -2.50605 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.50605 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1433,9 +1666,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  24.5058 + -46.2525 * tfactors.T913i + 5.58901 * tfactors.T913
                          + 7.61843 * tfactors.T9 + -3.683 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -46.2525 * tfactors.T943i + (1.0/3.0) * 5.58901 * tfactors.T923i
                                   + 7.61843 + (5.0/3.0) * -3.683 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1449,8 +1686,8 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ne21_to_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ne21_to_Na22_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne21 + p --> Na22
 
@@ -1465,9 +1702,13 @@ void rate_p_Ne21_to_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  19.0696 + -19.2096 * tfactors.T913i
                          + -1.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -19.2096 * tfactors.T943i
                                   + (5.0/3.0) * -1.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1482,9 +1723,13 @@ void rate_p_Ne21_to_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -39.4862 + -4.21385 * tfactors.T9i + 21.1176 * tfactors.T913i + 34.0411 * tfactors.T913
                          + -4.45593 * tfactors.T9 + 0.328613 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.21385 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 21.1176 * tfactors.T943i + (1.0/3.0) * 34.0411 * tfactors.T923i
                                   + -4.45593 + (5.0/3.0) * 0.328613 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1499,9 +1744,13 @@ void rate_p_Ne21_to_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  1.75704 + -1.39957 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.39957 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1516,9 +1765,13 @@ void rate_p_Ne21_to_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -47.6554 + -0.19618 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.19618 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1532,8 +1785,8 @@ void rate_p_Ne21_to_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na23 + p --> Mg24
 
@@ -1548,9 +1801,13 @@ void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  9.0594 + -3.28029 * tfactors.T9i + -0.360588 * tfactors.T913
                          + 1.4187 * tfactors.T9 + -0.184061 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.28029 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.360588 * tfactors.T923i
                                   + 1.4187 + (5.0/3.0) * -0.184061 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1565,9 +1822,13 @@ void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -5.02585 + -1.61219 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.61219 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1582,9 +1843,13 @@ void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  18.9075 + -20.6428 * tfactors.T913i + 1.52954 * tfactors.T913
                          + 2.7487 * tfactors.T9 + -1.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -20.6428 * tfactors.T943i + (1.0/3.0) * 1.52954 * tfactors.T923i
                                   + 2.7487 + (5.0/3.0) * -1.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1598,8 +1863,8 @@ void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg24 + He4 --> Si28
 
@@ -1614,9 +1879,13 @@ void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  8.03977 + -15.629 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  15.629 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1631,9 +1900,13 @@ void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -50.5494 + -12.8332 * tfactors.T9i + 21.3721 * tfactors.T913i + 37.7649 * tfactors.T913
                          + -4.10635 * tfactors.T9 + 0.249618 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.8332 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 21.3721 * tfactors.T943i + (1.0/3.0) * 37.7649 * tfactors.T923i
                                   + -4.10635 + (5.0/3.0) * 0.249618 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1647,8 +1920,8 @@ void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al27 + p --> Si28
 
@@ -1663,9 +1936,13 @@ void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -13.6664 + -1.90396 * tfactors.T9i + 23.8634 * tfactors.T913
                          + -3.70135 * tfactors.T9 + 0.28964 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.90396 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 23.8634 * tfactors.T923i
                                   + -3.70135 + (5.0/3.0) * 0.28964 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1680,9 +1957,13 @@ void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  86.0234 + -0.387313 * tfactors.T9i + -26.8327 * tfactors.T913i + -116.137 * tfactors.T913
                          + 0.00950567 * tfactors.T9 + 0.00999755 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.387313 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -26.8327 * tfactors.T943i + (1.0/3.0) * -116.137 * tfactors.T923i
                                   + 0.00950567 + (5.0/3.0) * 0.00999755 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1697,9 +1978,13 @@ void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  21.1065 + -23.2205 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -23.2205 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1713,8 +1998,8 @@ void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Si28_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Si28_to_S32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si28 + He4 --> S32
 
@@ -1729,9 +2014,13 @@ void rate_He4_Si28_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  47.9212 + -59.4896 * tfactors.T913i + 4.47205 * tfactors.T913
                          + -4.78989 * tfactors.T9 + 0.557201 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -59.4896 * tfactors.T943i + (1.0/3.0) * 4.47205 * tfactors.T923i
                                   + -4.78989 + (5.0/3.0) * 0.557201 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1745,8 +2034,8 @@ void rate_He4_Si28_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P31 + p --> S32
 
@@ -1761,9 +2050,13 @@ void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  0.821556 + -3.77704 * tfactors.T9i + 8.09341 * tfactors.T913
                          + -0.615971 * tfactors.T9 + 0.031159 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.77704 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 8.09341 * tfactors.T923i
                                   + -0.615971 + (5.0/3.0) * 0.031159 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1778,9 +2071,13 @@ void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  -2.66839 + -2.25958 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.25958 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1795,9 +2092,13 @@ void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  19.2596 + -25.3278 * tfactors.T913i + 6.4931 * tfactors.T913
                          + -9.27513 * tfactors.T9 + -0.610439 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -25.3278 * tfactors.T943i + (1.0/3.0) * 6.4931 * tfactors.T923i
                                   + -9.27513 + (5.0/3.0) * -0.610439 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1811,8 +2112,8 @@ void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + C12 --> p + Na23
 
@@ -1827,9 +2128,13 @@ void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  60.9649 + -84.165 * tfactors.T913i + -1.4191 * tfactors.T913
                          + -0.114619 * tfactors.T9 + -0.070307 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -84.165 * tfactors.T943i + (1.0/3.0) * -1.4191 * tfactors.T923i
                                   + -0.114619 + (5.0/3.0) * -0.070307 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1843,8 +2148,8 @@ void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + C12 --> He4 + Ne20
 
@@ -1859,9 +2164,13 @@ void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  61.2863 + -84.165 * tfactors.T913i + -1.56627 * tfactors.T913
                          + -0.0736084 * tfactors.T9 + -0.072797 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -84.165 * tfactors.T943i + (1.0/3.0) * -1.56627 * tfactors.T923i
                                   + -0.0736084 + (5.0/3.0) * -0.072797 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1875,8 +2184,8 @@ void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, a
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N13 + He4 --> p + O16
 
@@ -1891,9 +2200,13 @@ void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  40.4644 + -35.829 * tfactors.T913i + -0.530275 * tfactors.T913
                          + -0.982462 * tfactors.T9 + 0.0808059 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -35.829 * tfactors.T943i + (1.0/3.0) * -0.530275 * tfactors.T923i
                                   + -0.982462 + (5.0/3.0) * 0.0808059 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1907,8 +2220,8 @@ void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N15 + p --> He4 + C12
 
@@ -1923,9 +2236,13 @@ void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  27.4764 + -15.253 * tfactors.T913i + 1.59318 * tfactors.T913
                          + 2.4479 * tfactors.T9 + -2.19708 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -15.253 * tfactors.T943i + (1.0/3.0) * 1.59318 * tfactors.T923i
                                   + 2.4479 + (5.0/3.0) * -2.19708 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1940,9 +2257,13 @@ void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -6.57522 + -1.1638 * tfactors.T9i + 22.7105 * tfactors.T913
                          + -2.90707 * tfactors.T9 + 0.205754 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.1638 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 22.7105 * tfactors.T923i
                                   + -2.90707 + (5.0/3.0) * 0.205754 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1957,9 +2278,13 @@ void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.8972 + -7.406 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  7.406 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1974,9 +2299,13 @@ void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -4.87347 + -2.02117 * tfactors.T9i + 30.8497 * tfactors.T913
                          + -8.50433 * tfactors.T9 + -1.54426 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.02117 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 30.8497 * tfactors.T923i
                                   + -8.50433 + (5.0/3.0) * -1.54426 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1990,8 +2319,8 @@ void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O14 + He4 --> p + F17
 
@@ -2006,9 +2335,13 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  12.1289 + -12.0223 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.0223 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2023,9 +2356,13 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  18.6518 + -26.0 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  26.0 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2040,9 +2377,13 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  40.8358 + -39.388 * tfactors.T913i + -17.4673 * tfactors.T913
                          + 35.3029 * tfactors.T9 + -24.8162 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.388 * tfactors.T943i + (1.0/3.0) * -17.4673 * tfactors.T923i
                                   + 35.3029 + (5.0/3.0) * -24.8162 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2057,9 +2398,13 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  16.3087 + -22.51 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  22.51 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2074,9 +2419,13 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  11.1184 + -13.6 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  13.6 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2091,9 +2440,13 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -106.091 + -0.453036 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.453036 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2107,8 +2460,8 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_O16_to_p_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_O16_to_p_Al27_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + C12 --> p + Al27
 
@@ -2123,9 +2476,13 @@ void rate_C12_O16_to_p_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  68.5253 + 0.205134 * tfactors.T9i + -119.242 * tfactors.T913i + 13.3667 * tfactors.T913
                          + 0.295425 * tfactors.T9 + -0.267288 * tfactors.T953 + -9.91729 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.205134 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -119.242 * tfactors.T943i + (1.0/3.0) * 13.3667 * tfactors.T923i
                                   + 0.295425 + (5.0/3.0) * -0.267288 * tfactors.T923 + -9.91729 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2139,8 +2496,8 @@ void rate_C12_O16_to_p_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_O16_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_O16_to_He4_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + C12 --> He4 + Mg24
 
@@ -2155,9 +2512,13 @@ void rate_C12_O16_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  48.5341 + 0.37204 * tfactors.T9i + -133.413 * tfactors.T913i + 50.1572 * tfactors.T913
                          + -3.15987 * tfactors.T9 + 0.0178251 * tfactors.T953 + -23.7027 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.37204 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -133.413 * tfactors.T943i + (1.0/3.0) * 50.1572 * tfactors.T923i
                                   + -3.15987 + (5.0/3.0) * 0.0178251 * tfactors.T923 + -23.7027 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2171,8 +2532,8 @@ void rate_C12_O16_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, a
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_O16_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O16_O16_to_p_P31_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + O16 --> p + P31
 
@@ -2187,9 +2548,13 @@ void rate_O16_O16_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  85.2628 + 0.223453 * tfactors.T9i + -145.844 * tfactors.T913i + 8.72612 * tfactors.T913
                          + -0.554035 * tfactors.T9 + -0.137562 * tfactors.T953 + -6.88807 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.223453 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -145.844 * tfactors.T943i + (1.0/3.0) * 8.72612 * tfactors.T923i
                                   + -0.554035 + (5.0/3.0) * -0.137562 * tfactors.T923 + -6.88807 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2203,8 +2568,8 @@ void rate_O16_O16_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_O16_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O16_O16_to_He4_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + O16 --> He4 + Si28
 
@@ -2219,9 +2584,13 @@ void rate_O16_O16_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  97.2435 + -0.268514 * tfactors.T9i + -119.324 * tfactors.T913i + -32.2497 * tfactors.T913
                          + 1.46214 * tfactors.T9 + -0.200893 * tfactors.T953 + 13.2148 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.268514 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -119.324 * tfactors.T943i + (1.0/3.0) * -32.2497 * tfactors.T923i
                                   + 1.46214 + (5.0/3.0) * -0.200893 * tfactors.T923 + 13.2148 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2235,8 +2604,8 @@ void rate_O16_O16_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, a
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O17 + p --> He4 + N14
 
@@ -2251,9 +2620,13 @@ void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -7.20763 + -0.753395 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.753395 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2268,9 +2641,13 @@ void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  19.579 + -16.9078 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -16.9078 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2285,9 +2662,13 @@ void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  10.174 + -4.95865 * tfactors.T9i + 5.10182 * tfactors.T913
                          + 0.379373 * tfactors.T9 + -0.0672515 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.95865 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 5.10182 * tfactors.T923i
                                   + 0.379373 + (5.0/3.0) * -0.0672515 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2302,9 +2683,13 @@ void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  5.5336 + -2.11477 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.11477 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2318,8 +2703,8 @@ void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O18_to_He4_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O18_to_He4_N15_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O18 + p --> He4 + N15
 
@@ -2334,9 +2719,13 @@ void rate_p_O18_to_He4_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -27.9044 + -0.245884 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.245884 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2351,9 +2740,13 @@ void rate_p_O18_to_He4_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  26.9671 + -16.6979 * tfactors.T913i
                          + -3.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -16.6979 * tfactors.T943i
                                   + (5.0/3.0) * -3.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2368,9 +2761,13 @@ void rate_p_O18_to_He4_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  8.94352 + -5.32335 * tfactors.T9i + 11.6568 * tfactors.T913
                          + -2.16303 * tfactors.T9 + 0.209965 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.32335 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 11.6568 * tfactors.T923i
                                   + -2.16303 + (5.0/3.0) * 0.209965 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2385,9 +2782,13 @@ void rate_p_O18_to_He4_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  10.2725 + -1.663 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.663 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2401,8 +2802,8 @@ void rate_p_O18_to_He4_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_F18_to_He4_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_F18_to_He4_O15_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F18 + p --> He4 + O15
 
@@ -2417,9 +2818,13 @@ void rate_p_F18_to_He4_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  1.75704 + -3.01675 * tfactors.T9i + 13.3223 * tfactors.T913
                          + -1.36696 * tfactors.T9 + 0.0757363 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.01675 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 13.3223 * tfactors.T923i
                                   + -1.36696 + (5.0/3.0) * 0.0757363 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2434,9 +2839,13 @@ void rate_p_F18_to_He4_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -31.7388 + -0.376432 * tfactors.T9i + 61.738 * tfactors.T913
                          + -108.29 * tfactors.T9 + -34.2365 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.376432 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 61.738 * tfactors.T923i
                                   + -108.29 + (5.0/3.0) * -34.2365 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2451,9 +2860,13 @@ void rate_p_F18_to_He4_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  62.0058 + -21.4023 * tfactors.T913i + -80.8891 * tfactors.T913
                          + 134.6 * tfactors.T9 + -126.504 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -21.4023 * tfactors.T943i + (1.0/3.0) * -80.8891 * tfactors.T923i
                                   + 134.6 + (5.0/3.0) * -126.504 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2467,8 +2880,8 @@ void rate_p_F18_to_He4_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_F18_to_p_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_F18_to_p_Ne21_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F18 + He4 --> p + Ne21
 
@@ -2483,9 +2896,13 @@ void rate_He4_F18_to_p_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  49.7863 + -1.84559 * tfactors.T9i + 21.4461 * tfactors.T913i + -73.252 * tfactors.T913
                          + 2.42329 * tfactors.T9 + -0.077278 * tfactors.T953 + 40.7604 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.84559 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 21.4461 * tfactors.T943i + (1.0/3.0) * -73.252 * tfactors.T923i
                                   + 2.42329 + (5.0/3.0) * -0.077278 * tfactors.T923 + 40.7604 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2499,8 +2916,8 @@ void rate_He4_F18_to_p_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_F19_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_F19_to_He4_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F19 + p --> He4 + O16
 
@@ -2515,9 +2932,13 @@ void rate_p_F19_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -52.7043 + -0.12765 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.12765 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2532,9 +2953,13 @@ void rate_p_F19_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  26.2916 + -18.116 * tfactors.T913i
                          + 1.86674 * tfactors.T9 + -7.5666 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -18.116 * tfactors.T943i
                                   + 1.86674 + (5.0/3.0) * -7.5666 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2549,9 +2974,13 @@ void rate_p_F19_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  14.3586 + -3.286 * tfactors.T9i
                          + -0.21103 * tfactors.T9 + 2.87702 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.286 * tfactors.T9i * tfactors.T9i
                                   + -0.21103 + 2.87702 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2566,9 +2995,13 @@ void rate_p_F19_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  15.1955 + -3.75185 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.75185 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2583,9 +3016,13 @@ void rate_p_F19_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  8.239 + -2.46828 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.46828 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2599,8 +3036,8 @@ void rate_p_F19_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ne19_to_p_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ne19_to_p_Na22_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne19 + He4 --> p + Na22
 
@@ -2615,9 +3052,13 @@ void rate_He4_Ne19_to_p_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  43.1874 + -46.6346 * tfactors.T913i + 0.866532 * tfactors.T913
                          + -0.893541 * tfactors.T9 + 0.0747971 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -46.6346 * tfactors.T943i + (1.0/3.0) * 0.866532 * tfactors.T923i
                                   + -0.893541 + (5.0/3.0) * 0.0747971 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2631,8 +3072,8 @@ void rate_He4_Ne19_to_p_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ne20_to_He4_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ne20_to_He4_F17_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne20 + p --> He4 + F17
 
@@ -2647,9 +3088,13 @@ void rate_p_Ne20_to_He4_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  41.563 + -47.9266 * tfactors.T9i + -43.18 * tfactors.T913i + 4.46827 * tfactors.T913
                          + -1.63915 * tfactors.T9 + 0.123483 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  47.9266 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -43.18 * tfactors.T943i + (1.0/3.0) * 4.46827 * tfactors.T923i
                                   + -1.63915 + (5.0/3.0) * 0.123483 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2663,8 +3108,8 @@ void rate_p_Ne20_to_He4_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na23 + p --> He4 + Ne20
 
@@ -2679,9 +3124,13 @@ void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -6.58736 + -2.31577 * tfactors.T9i + 19.7297 * tfactors.T913
                          + -2.20987 * tfactors.T9 + 0.153374 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.31577 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 19.7297 * tfactors.T923i
                                   + -2.20987 + (5.0/3.0) * 0.153374 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2696,9 +3145,13 @@ void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  0.0178295 + -1.86103 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.86103 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2713,9 +3166,13 @@ void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  18.9756 + -20.0024 * tfactors.T913i + 11.5988 * tfactors.T913
                          + -1.37398 * tfactors.T9 + -1.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -20.0024 * tfactors.T943i + (1.0/3.0) * 11.5988 * tfactors.T923i
                                   + -1.37398 + (5.0/3.0) * -1.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2729,8 +3186,8 @@ void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al27 + p --> He4 + Mg24
 
@@ -2745,9 +3202,13 @@ void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -7.02789 + -4.2425 * tfactors.T9i + 18.0416 * tfactors.T913
                          + -1.54137 * tfactors.T9 + 0.0847506 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.2425 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 18.0416 * tfactors.T923i
                                   + -1.54137 + (5.0/3.0) * 0.0847506 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2762,9 +3223,13 @@ void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -26.8683 + -0.963012 * tfactors.T9i + 5.18642 * tfactors.T913i + -34.7936 * tfactors.T913
                          + 168.225 * tfactors.T9 + -115.825 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.963012 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 5.18642 * tfactors.T943i + (1.0/3.0) * -34.7936 * tfactors.T923i
                                   + 168.225 + (5.0/3.0) * -115.825 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2779,9 +3244,13 @@ void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  29.4576 + -26.4162 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -26.4162 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2795,8 +3264,8 @@ void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P31 + p --> He4 + Si28
 
@@ -2811,9 +3280,13 @@ void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -10.893 + -3.42575 * tfactors.T9i + 21.521 * tfactors.T913
                          + -1.90355 * tfactors.T9 + 0.092724 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.42575 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 21.521 * tfactors.T923i
                                   + -1.90355 + (5.0/3.0) * 0.092724 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2828,9 +3301,13 @@ void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -12.919 + -1.87716 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.87716 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2845,9 +3322,13 @@ void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  60.8829 + -31.932 * tfactors.T913i + -77.0334 * tfactors.T913
                          + -43.6847 * tfactors.T9 + -4.28955 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -31.932 * tfactors.T943i + (1.0/3.0) * -77.0334 * tfactors.T923i
                                   + -43.6847 + (5.0/3.0) * -4.28955 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2861,8 +3342,8 @@ void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // 3 He4 --> C12
 
@@ -2877,9 +3358,13 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -11.7884 + -1.02446 * tfactors.T9i + -23.57 * tfactors.T913i + 20.4886 * tfactors.T913
                          + -12.9882 * tfactors.T9 + -20.0 * tfactors.T953 + -2.16667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.02446 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -23.57 * tfactors.T943i + (1.0/3.0) * 20.4886 * tfactors.T923i
                                   + -12.9882 + (5.0/3.0) * -20.0 * tfactors.T923 + -2.16667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2894,9 +3379,13 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -0.971052 + -37.06 * tfactors.T913i + 29.3493 * tfactors.T913
                          + -115.507 * tfactors.T9 + -10.0 * tfactors.T953 + -1.33333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -37.06 * tfactors.T943i + (1.0/3.0) * 29.3493 * tfactors.T923i
                                   + -115.507 + (5.0/3.0) * -10.0 * tfactors.T923 + -1.33333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2911,9 +3400,13 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -24.3505 + -4.12656 * tfactors.T9i + -13.49 * tfactors.T913i + 21.4259 * tfactors.T913
                          + -1.34769 * tfactors.T9 + 0.0879816 * tfactors.T953 + -13.1653 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.12656 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -13.49 * tfactors.T943i + (1.0/3.0) * 21.4259 * tfactors.T923i
                                   + -1.34769 + (5.0/3.0) * 0.0879816 * tfactors.T923 + -13.1653 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2927,8 +3420,8 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_C12_to_n_Mg23_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_C12_to_n_Mg23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + C12 --> n + Mg23
 
@@ -2943,9 +3436,13 @@ void rate_C12_C12_to_n_Mg23_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -12.8056 + -30.1498 * tfactors.T9i + 11.4826 * tfactors.T913
                          + 1.82849 * tfactors.T9 + -0.34844 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  30.1498 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 11.4826 * tfactors.T923i
                                   + 1.82849 + (5.0/3.0) * -0.34844 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2959,8 +3456,8 @@ void rate_C12_C12_to_n_Mg23_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_O16_to_n_S31_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O16_O16_to_n_S31_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + O16 --> n + S31
 
@@ -2975,9 +3472,13 @@ void rate_O16_O16_to_n_S31_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  77.5491 + -0.373641 * tfactors.T9i + -120.83 * tfactors.T913i + -7.72334 * tfactors.T913
                          + -2.27939 * tfactors.T9 + 0.167655 * tfactors.T953 + 7.62001 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.373641 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -120.83 * tfactors.T943i + (1.0/3.0) * -7.72334 * tfactors.T923i
                                   + -2.27939 + (5.0/3.0) * 0.167655 * tfactors.T923 + 7.62001 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2991,8 +3492,8 @@ void rate_O16_O16_to_n_S31_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_O16_to_n_Si27_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_O16_to_n_Si27_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + C12 --> n + Si27
 
@@ -3007,9 +3508,13 @@ void rate_C12_O16_to_n_Si27_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -132.213 + -1.46479 * tfactors.T9i + -293.089 * tfactors.T913i + 414.404 * tfactors.T913
                          + -28.0562 * tfactors.T9 + 1.61807 * tfactors.T953 + -178.28 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.46479 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -293.089 * tfactors.T943i + (1.0/3.0) * 414.404 * tfactors.T923i
                                   + -28.0562 + (5.0/3.0) * 1.61807 * tfactors.T923 + -178.28 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3023,8 +3528,8 @@ void rate_C12_O16_to_n_Si27_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_S32_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_S32_to_Ar36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S32 + He4 --> Ar36
 
@@ -3039,9 +3544,13 @@ void rate_He4_S32_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  48.901 + -65.3709 * tfactors.T913i + 5.68294 * tfactors.T913
                          + -5.00388 * tfactors.T9 + 0.571407 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -65.3709 * tfactors.T943i + (1.0/3.0) * 5.68294 * tfactors.T923i
                                   + -5.00388 + (5.0/3.0) * 0.571407 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3055,8 +3564,8 @@ void rate_He4_S32_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cl35_to_Ar36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl35 + p --> Ar36
 
@@ -3071,9 +3580,13 @@ void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -42.5249 + -0.564651 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.564651 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3088,9 +3601,13 @@ void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  35.6868 + -27.8971 * tfactors.T913i + -16.2304 * tfactors.T913
                          + 35.255 * tfactors.T9 + -25.8411 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -27.8971 * tfactors.T943i + (1.0/3.0) * -16.2304 * tfactors.T923i
                                   + 35.255 + (5.0/3.0) * -25.8411 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3105,9 +3622,13 @@ void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -7.84699 + -3.65092 * tfactors.T9i + 18.0179 * tfactors.T913
                          + -2.86304 * tfactors.T9 + 0.250854 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.65092 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 18.0179 * tfactors.T923i
                                   + -2.86304 + (5.0/3.0) * 0.250854 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3122,9 +3643,13 @@ void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -9.03294 + -2.00996 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.00996 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3138,8 +3663,8 @@ void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cl35_to_He4_S32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl35 + p --> He4 + S32
 
@@ -3154,9 +3679,13 @@ void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -1.01202 + -3.93495 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.93495 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3171,9 +3700,13 @@ void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -57.5294 + -0.532931 * tfactors.T9i + 25.5338 * tfactors.T913
                          + 6.45824 * tfactors.T9 + -0.950294 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.532931 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 25.5338 * tfactors.T923i
                                   + 6.45824 + (5.0/3.0) * -0.950294 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3188,9 +3721,13 @@ void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  32.12 + -30.9147 * tfactors.T913i + -1.2345 * tfactors.T913
                          + 22.5118 * tfactors.T9 + -33.0589 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -30.9147 * tfactors.T943i + (1.0/3.0) * -1.2345 * tfactors.T923i
                                   + 22.5118 + (5.0/3.0) * -33.0589 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3205,9 +3742,13 @@ void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  2.29121 + -6.00976 * tfactors.T9i + 5.33756 * tfactors.T913
                          + 1.64418 * tfactors.T9 + -0.246167 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.00976 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 5.33756 * tfactors.T923i
                                   + 1.64418 + (5.0/3.0) * -0.246167 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3221,8 +3762,8 @@ void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ar36_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ar36_to_Ca40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar36 + He4 --> Ca40
 
@@ -3237,9 +3778,13 @@ void rate_He4_Ar36_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  52.3486 + -71.0046 * tfactors.T913i + 4.0656 * tfactors.T913
                          + -5.26509 * tfactors.T9 + 0.683546 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -71.0046 * tfactors.T943i + (1.0/3.0) * 4.0656 * tfactors.T923i
                                   + -5.26509 + (5.0/3.0) * 0.683546 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3253,8 +3798,8 @@ void rate_He4_Ar36_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_K39_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_K39_to_Ca40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K39 + p --> Ca40
 
@@ -3269,9 +3814,13 @@ void rate_p_K39_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  2761.38 + -5.22234 * tfactors.T9i + 802.18 * tfactors.T913i + -4010.27 * tfactors.T913
                          + 1136.19 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.22234 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 802.18 * tfactors.T943i + (1.0/3.0) * -4010.27 * tfactors.T923i
                                   + 1136.19 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3286,9 +3835,13 @@ void rate_p_K39_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  588.099 + -12.5647 * tfactors.T9i + 641.844 * tfactors.T913i + -1248.49 * tfactors.T913
                          + 564.926 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.5647 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 641.844 * tfactors.T943i + (1.0/3.0) * -1248.49 * tfactors.T923i
                                   + 564.926 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3303,9 +3856,13 @@ void rate_p_K39_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  102.252 + -1.66508 * tfactors.T9i + 41.1723 * tfactors.T913i + -149.299 * tfactors.T913
                          + 10.5229 * tfactors.T9 + -0.68208 * tfactors.T953 + 59.2367 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.66508 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 41.1723 * tfactors.T943i + (1.0/3.0) * -149.299 * tfactors.T923i
                                   + 10.5229 + (5.0/3.0) * -0.68208 * tfactors.T923 + 59.2367 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3319,8 +3876,8 @@ void rate_p_K39_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_K39_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_K39_to_He4_Ar36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K39 + p --> He4 + Ar36
 
@@ -3335,9 +3892,13 @@ void rate_p_K39_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  20.5166 + -30.0732 * tfactors.T913i + 7.03263 * tfactors.T913
                          + -1.10085 * tfactors.T9 + 0.133768 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -30.0732 * tfactors.T943i + (1.0/3.0) * 7.03263 * tfactors.T923i
                                   + -1.10085 + (5.0/3.0) * 0.133768 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3351,8 +3912,8 @@ void rate_p_K39_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ca40_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ca40_to_Ti44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca40 + He4 --> Ti44
 
@@ -3367,9 +3928,13 @@ void rate_He4_Ca40_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  53.75 + -76.4273 * tfactors.T913i + 3.87451 * tfactors.T913
                          + -3.61477 * tfactors.T9 + 0.367451 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -76.4273 * tfactors.T943i + (1.0/3.0) * 3.87451 * tfactors.T923i
                                   + -3.61477 + (5.0/3.0) * 0.367451 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3383,8 +3948,8 @@ void rate_He4_Ca40_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Sc43_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Sc43_to_Ti44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc43 + p --> Ti44
 
@@ -3399,9 +3964,13 @@ void rate_p_Sc43_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.8432 + -32.1734 * tfactors.T913i + -1.77078 * tfactors.T913
                          + -2.21706 * tfactors.T9 + 0.298499 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -32.1734 * tfactors.T943i + (1.0/3.0) * -1.77078 * tfactors.T923i
                                   + -2.21706 + (5.0/3.0) * 0.298499 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3415,8 +3984,8 @@ void rate_p_Sc43_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Sc43_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Sc43_to_He4_Ca40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc43 + p --> He4 + Ca40
 
@@ -3431,9 +4000,13 @@ void rate_p_Sc43_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  34.8559 + -32.1734 * tfactors.T913i + 0.0296879 * tfactors.T913
                          + -0.95232 * tfactors.T9 + 0.129022 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -32.1734 * tfactors.T943i + (1.0/3.0) * 0.0296879 * tfactors.T923i
                                   + -0.95232 + (5.0/3.0) * 0.129022 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3447,8 +4020,8 @@ void rate_p_Sc43_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ti44_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ti44_to_Cr48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti44 + He4 --> Cr48
 
@@ -3463,9 +4036,13 @@ void rate_He4_Ti44_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  64.7958 + -81.667 * tfactors.T913i + -10.6333 * tfactors.T913
                          + -0.672613 * tfactors.T9 + 0.161209 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -81.667 * tfactors.T943i + (1.0/3.0) * -10.6333 * tfactors.T923i
                                   + -0.672613 + (5.0/3.0) * 0.161209 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3479,8 +4056,8 @@ void rate_He4_Ti44_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ti44_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ti44_to_p_V47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti44 + He4 --> p + V47
 
@@ -3495,9 +4072,13 @@ void rate_He4_Ti44_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -76.5154 + -10.7931 * tfactors.T9i + 70.2835 * tfactors.T913
                          + -7.99061 * tfactors.T9 + 0.486213 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.7931 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 70.2835 * tfactors.T923i
                                   + -7.99061 + (5.0/3.0) * 0.486213 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3511,8 +4092,8 @@ void rate_He4_Ti44_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_V47_to_Cr48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V47 + p --> Cr48
 
@@ -3527,9 +4108,13 @@ void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  42.6798 + -6.0593 * tfactors.T9i + -34.0548 * tfactors.T913i + -3.41973 * tfactors.T913
                          + 1.16501 * tfactors.T9 + -0.105543 * tfactors.T953 + -7.70886 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.0593 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -34.0548 * tfactors.T943i + (1.0/3.0) * -3.41973 * tfactors.T923i
                                   + 1.16501 + (5.0/3.0) * -0.105543 * tfactors.T923 + -7.70886 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3544,9 +4129,13 @@ void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  511.463 + -5.29491 * tfactors.T9i + 317.171 * tfactors.T913i + -911.679 * tfactors.T913
                          + 94.4245 * tfactors.T9 + -10.1973 * tfactors.T953 + 330.727 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.29491 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 317.171 * tfactors.T943i + (1.0/3.0) * -911.679 * tfactors.T923i
                                   + 94.4245 + (5.0/3.0) * -10.1973 * tfactors.T923 + 330.727 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3561,9 +4150,13 @@ void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  23.8315 + 0.246665 * tfactors.T9i + -45.9868 * tfactors.T913i + 13.6822 * tfactors.T913
                          + -0.376902 * tfactors.T9 + -0.0194875 * tfactors.T953 + -8.42325 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.246665 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -45.9868 * tfactors.T943i + (1.0/3.0) * 13.6822 * tfactors.T923i
                                   + -0.376902 + (5.0/3.0) * -0.0194875 * tfactors.T923 + -8.42325 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3578,9 +4171,13 @@ void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  40.5626 + -0.514414 * tfactors.T9i + -110.655 * tfactors.T913i + 83.0232 * tfactors.T913
                          + -19.7762 * tfactors.T9 + 3.03961 * tfactors.T953 + -49.4742 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.514414 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -110.655 * tfactors.T943i + (1.0/3.0) * 83.0232 * tfactors.T923i
                                   + -19.7762 + (5.0/3.0) * 3.03961 * tfactors.T923 + -49.4742 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3594,8 +4191,8 @@ void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cr48_to_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cr48_to_Fe52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr48 + He4 --> Fe52
 
@@ -3610,9 +4207,13 @@ void rate_He4_Cr48_to_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  65.1754 + -86.7459 * tfactors.T913i + -9.79373 * tfactors.T913
                          + -0.772169 * tfactors.T9 + 0.155883 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -86.7459 * tfactors.T943i + (1.0/3.0) * -9.79373 * tfactors.T923i
                                   + -0.772169 + (5.0/3.0) * 0.155883 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3626,8 +4227,8 @@ void rate_He4_Cr48_to_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cr48_to_p_Mn51_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cr48_to_p_Mn51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr48 + He4 --> p + Mn51
 
@@ -3642,9 +4243,13 @@ void rate_He4_Cr48_to_p_Mn51_removed(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  59.2276 + -86.7459 * tfactors.T913i + 1.05653 * tfactors.T913
                          + -1.15757 * tfactors.T9 + 0.0877546 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -86.7459 * tfactors.T943i + (1.0/3.0) * 1.05653 * tfactors.T923i
                                   + -1.15757 + (5.0/3.0) * 0.0877546 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3658,8 +4263,8 @@ void rate_He4_Cr48_to_p_Mn51_removed(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Mn51_to_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Mn51_to_Fe52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn51 + p --> Fe52
 
@@ -3674,9 +4279,13 @@ void rate_p_Mn51_to_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.2596 + -36.1825 * tfactors.T913i + 0.873042 * tfactors.T913
                          + -2.89731 * tfactors.T9 + 0.364394 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -36.1825 * tfactors.T943i + (1.0/3.0) * 0.873042 * tfactors.T923i
                                   + -2.89731 + (5.0/3.0) * 0.364394 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3690,8 +4299,8 @@ void rate_p_Mn51_to_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe52_to_Ni56_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe52_to_Ni56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe52 + He4 --> Ni56
 
@@ -3706,9 +4315,13 @@ void rate_He4_Fe52_to_Ni56_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  66.6417 + -91.6819 * tfactors.T913i + -9.51885 * tfactors.T913
                          + -0.533014 * tfactors.T9 + 0.0892607 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -91.6819 * tfactors.T943i + (1.0/3.0) * -9.51885 * tfactors.T923i
                                   + -0.533014 + (5.0/3.0) * 0.0892607 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3722,8 +4335,8 @@ void rate_He4_Fe52_to_Ni56_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe52_to_p_Co55_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe52_to_p_Co55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe52 + He4 --> p + Co55
 
@@ -3738,9 +4351,13 @@ void rate_He4_Fe52_to_p_Co55_removed(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  62.2207 + -91.6819 * tfactors.T913i + -0.329235 * tfactors.T913
                          + -0.780924 * tfactors.T9 + 0.0425179 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -91.6819 * tfactors.T943i + (1.0/3.0) * -0.329235 * tfactors.T923i
                                   + -0.780924 + (5.0/3.0) * 0.0425179 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3754,8 +4371,8 @@ void rate_He4_Fe52_to_p_Co55_removed(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Co55_to_Ni56_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Co55_to_Ni56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co55 + p --> Ni56
 
@@ -3770,9 +4387,13 @@ void rate_p_Co55_to_Ni56_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  37.3736 + -38.1053 * tfactors.T913i + -0.210947 * tfactors.T913
                          + -2.68377 * tfactors.T9 + 0.355814 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -38.1053 * tfactors.T943i + (1.0/3.0) * -0.210947 * tfactors.T923i
                                   + -2.68377 + (5.0/3.0) * 0.355814 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3785,809 +4406,1295 @@ void rate_p_Co55_to_Ni56_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 
 }
 
-template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_C12_to_Mg24_modified(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    // C12 + C12 --> Mg24 (calls the underlying rate)
-
-    rate_C12_C12_to_n_Mg23_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-}
-
-template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_O16_to_S32_modified(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    // O16 + O16 --> S32 (calls the underlying rate)
-
-    rate_O16_O16_to_n_S31_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-}
-
-template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_O16_to_Si28_modified(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    // O16 + C12 --> Si28 (calls the underlying rate)
-
-    rate_C12_O16_to_n_Si27_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-}
-
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_S32_He4_to_Ar36_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ag = rate_eval.screened_rates(k_He4_S32_to_Ar36_removed);
-    amrex::Real r_ap = rate_eval.screened_rates(k_He4_S32_to_p_Cl35_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Cl35_to_Ar36_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Cl35_to_He4_S32_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ag + r_ap * r_pg * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_removed);
-        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_removed);
-        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ar36_to_S32_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ga = rate_eval.screened_rates(k_Ar36_to_He4_S32_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Cl35_to_He4_S32_removed);
-    amrex::Real r_gp = rate_eval.screened_rates(k_Ar36_to_p_Cl35_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Cl35_to_Ar36_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ga + r_gp * r_pa * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ar36_to_He4_S32_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_removed);
-        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ar36_to_p_Cl35_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_removed);
-        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ar36_He4_to_Ca40_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ar36_to_Ca40_removed);
-    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ar36_to_p_K39_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_K39_to_Ca40_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_K39_to_He4_Ar36_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ag + r_ap * r_pg * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_removed);
-        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_removed);
-        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca40_to_Ar36_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ga = rate_eval.screened_rates(k_Ca40_to_He4_Ar36_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_K39_to_He4_Ar36_removed);
-    amrex::Real r_gp = rate_eval.screened_rates(k_Ca40_to_p_K39_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_K39_to_Ca40_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ga + r_gp * r_pa * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ca40_to_He4_Ar36_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_removed);
-        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ca40_to_p_K39_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_removed);
-        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca40_He4_to_Ti44_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ca40_to_Ti44_removed);
-    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Sc43_to_Ti44_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ag + r_ap * r_pg * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_removed);
-        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_removed);
-        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti44_to_Ca40_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ga = rate_eval.screened_rates(k_Ti44_to_He4_Ca40_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_removed);
-    amrex::Real r_gp = rate_eval.screened_rates(k_Ti44_to_p_Sc43_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Sc43_to_Ti44_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ga + r_gp * r_pa * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ti44_to_He4_Ca40_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_removed);
-        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ti44_to_p_Sc43_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_removed);
-        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti44_He4_to_Cr48_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ti44_to_Cr48_removed);
-    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ti44_to_p_V47_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_V47_to_Cr48_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_V47_to_He4_Ti44_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ag + r_ap * r_pg * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_removed);
-        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_removed);
-        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr48_to_Ti44_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ga = rate_eval.screened_rates(k_Cr48_to_He4_Ti44_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_V47_to_He4_Ti44_removed);
-    amrex::Real r_gp = rate_eval.screened_rates(k_Cr48_to_p_V47_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_V47_to_Cr48_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ga + r_gp * r_pa * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Cr48_to_He4_Ti44_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_removed);
-        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Cr48_to_p_V47_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_removed);
-        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr48_He4_to_Fe52_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Cr48_to_Fe52_removed);
-    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Cr48_to_p_Mn51_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Mn51_to_Fe52_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ag + r_ap * r_pg * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Cr48_to_Fe52_removed);
-        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Cr48_to_p_Mn51_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_removed);
-        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe52_to_Cr48_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ga = rate_eval.screened_rates(k_Fe52_to_He4_Cr48_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_removed);
-    amrex::Real r_gp = rate_eval.screened_rates(k_Fe52_to_p_Mn51_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Mn51_to_Fe52_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ga + r_gp * r_pa * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Fe52_to_He4_Cr48_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_removed);
-        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Fe52_to_p_Mn51_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_removed);
-        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe52_He4_to_Ni56_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Fe52_to_Ni56_removed);
-    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Fe52_to_p_Co55_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Co55_to_Ni56_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ag + r_ap * r_pg * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_removed);
-        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_Co55_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_removed);
-        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni56_to_Fe52_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ga = rate_eval.screened_rates(k_Ni56_to_He4_Fe52_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_removed);
-    amrex::Real r_gp = rate_eval.screened_rates(k_Ni56_to_p_Co55_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Co55_to_Ni56_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ga + r_gp * r_pa * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ni56_to_He4_Fe52_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_removed);
-        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ni56_to_p_Co55_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_removed);
-        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-
-template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void
-fill_reaclib_rates(const tf_t& tfactors, T& rate_eval)
-{
-
-    amrex::Real rate;
-    amrex::Real drate_dT;
-
-    rate_N13_to_C13_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_N13_to_C13_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_N13_to_C13_reaclib) = drate_dT;
-
-    }
-    rate_O14_to_N14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O14_to_N14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O14_to_N14_reaclib) = drate_dT;
-
-    }
-    rate_O15_to_N15_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O15_to_N15_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O15_to_N15_reaclib) = drate_dT;
-
-    }
-    rate_p_C12_to_N13_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_C12_to_N13_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib) = drate_dT;
-
-    }
-    rate_He4_C12_to_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = drate_dT;
-
-    }
-    rate_p_C13_to_N14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_C13_to_N14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_C13_to_N14_reaclib) = drate_dT;
-
-    }
-    rate_p_N13_to_O14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_N13_to_O14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_N13_to_O14_reaclib) = drate_dT;
-
-    }
-    rate_p_N14_to_O15_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_N14_to_O15_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_N14_to_O15_reaclib) = drate_dT;
-
-    }
-    rate_He4_N14_to_F18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_N14_to_F18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_N14_to_F18_reaclib) = drate_dT;
-
-    }
-    rate_p_N15_to_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_N15_to_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_N15_to_O16_reaclib) = drate_dT;
-
-    }
-    rate_He4_N15_to_F19_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_N15_to_F19_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_N15_to_F19_reaclib) = drate_dT;
-
-    }
-    rate_He4_O14_to_Ne18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_O14_to_Ne18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O14_to_Ne18_reaclib) = drate_dT;
-
-    }
-    rate_He4_O15_to_Ne19_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_O15_to_Ne19_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O15_to_Ne19_reaclib) = drate_dT;
-
-    }
-    rate_p_O16_to_F17_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_O16_to_F17_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O16_to_F17_reaclib) = drate_dT;
-
-    }
-    rate_He4_O16_to_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib) = drate_dT;
-
-    }
-    rate_p_O17_to_F18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_O17_to_F18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O17_to_F18_reaclib) = drate_dT;
-
-    }
-    rate_He4_O17_to_Ne21_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_O17_to_Ne21_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O17_to_Ne21_reaclib) = drate_dT;
-
-    }
-    rate_p_O18_to_F19_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_O18_to_F19_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O18_to_F19_reaclib) = drate_dT;
-
-    }
-    rate_p_F17_to_Ne18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_F17_to_Ne18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_F17_to_Ne18_reaclib) = drate_dT;
-
-    }
-    rate_p_F18_to_Ne19_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_F18_to_Ne19_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_F18_to_Ne19_reaclib) = drate_dT;
-
-    }
-    rate_He4_F18_to_Na22_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_F18_to_Na22_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_F18_to_Na22_reaclib) = drate_dT;
-
-    }
-    rate_p_F19_to_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_F19_to_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_F19_to_Ne20_reaclib) = drate_dT;
-
-    }
-    rate_He4_F19_to_Na23_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_F19_to_Na23_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_F19_to_Na23_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ne18_to_Mg22_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ne18_to_Mg22_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ne18_to_Mg22_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ne20_to_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib) = drate_dT;
-
-    }
-    rate_p_Ne21_to_Na22_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ne21_to_Na22_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ne21_to_Na22_reaclib) = drate_dT;
-
-    }
-    rate_p_Na23_to_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Na23_to_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_Mg24_reaclib) = drate_dT;
-
-    }
-    rate_He4_Mg24_to_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Mg24_to_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_Si28_reaclib) = drate_dT;
-
-    }
-    rate_p_Al27_to_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Al27_to_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_Si28_reaclib) = drate_dT;
-
-    }
-    rate_He4_Si28_to_S32_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Si28_to_S32_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_S32_reaclib) = drate_dT;
-
-    }
-    rate_p_P31_to_S32_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_P31_to_S32_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_P31_to_S32_reaclib) = drate_dT;
-
-    }
-    rate_C12_C12_to_p_Na23_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib) = drate_dT;
-
-    }
-    rate_C12_C12_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib) = drate_dT;
-
-    }
-    rate_He4_N13_to_p_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib) = drate_dT;
-
-    }
-    rate_p_N15_to_He4_C12_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_N15_to_He4_C12_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_N15_to_He4_C12_reaclib) = drate_dT;
-
-    }
-    rate_He4_O14_to_p_F17_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_O14_to_p_F17_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O14_to_p_F17_reaclib) = drate_dT;
-
-    }
-    rate_C12_O16_to_p_Al27_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_O16_to_p_Al27_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_p_Al27_reaclib) = drate_dT;
-
-    }
-    rate_C12_O16_to_He4_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_O16_to_He4_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_He4_Mg24_reaclib) = drate_dT;
-
-    }
-    rate_O16_O16_to_p_P31_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O16_O16_to_p_P31_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_p_P31_reaclib) = drate_dT;
-
-    }
-    rate_O16_O16_to_He4_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O16_O16_to_He4_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_He4_Si28_reaclib) = drate_dT;
-
-    }
-    rate_p_O17_to_He4_N14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_O17_to_He4_N14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O17_to_He4_N14_reaclib) = drate_dT;
-
-    }
-    rate_p_O18_to_He4_N15_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_O18_to_He4_N15_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O18_to_He4_N15_reaclib) = drate_dT;
-
-    }
-    rate_p_F18_to_He4_O15_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_F18_to_He4_O15_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_F18_to_He4_O15_reaclib) = drate_dT;
-
-    }
-    rate_He4_F18_to_p_Ne21_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_F18_to_p_Ne21_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_F18_to_p_Ne21_reaclib) = drate_dT;
-
-    }
-    rate_p_F19_to_He4_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_F19_to_He4_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_F19_to_He4_O16_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ne19_to_p_Na22_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ne19_to_p_Na22_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ne19_to_p_Na22_reaclib) = drate_dT;
-
-    }
-    rate_p_Ne20_to_He4_F17_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ne20_to_He4_F17_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ne20_to_He4_F17_reaclib) = drate_dT;
-
-    }
-    rate_p_Na23_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Na23_to_He4_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_He4_Ne20_reaclib) = drate_dT;
-
-    }
-    rate_p_Al27_to_He4_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Al27_to_He4_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_He4_Mg24_reaclib) = drate_dT;
-
-    }
-    rate_p_P31_to_He4_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_P31_to_He4_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_P31_to_He4_Si28_reaclib) = drate_dT;
-
-    }
-    rate_He4_He4_He4_to_C12_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib) = drate_dT;
-
-    }
-    rate_C12_C12_to_n_Mg23_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_C12_to_n_Mg23_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_n_Mg23_removed) = drate_dT;
-
-    }
-    rate_O16_O16_to_n_S31_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O16_O16_to_n_S31_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_n_S31_removed) = drate_dT;
-
-    }
-    rate_C12_O16_to_n_Si27_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_O16_to_n_Si27_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_n_Si27_removed) = drate_dT;
-
-    }
-    rate_He4_S32_to_Ar36_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_S32_to_Ar36_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_removed) = drate_dT;
-
-    }
-    rate_p_Cl35_to_Ar36_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cl35_to_Ar36_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_removed) = drate_dT;
-
-    }
-    rate_p_Cl35_to_He4_S32_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cl35_to_He4_S32_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_removed) = drate_dT;
-
-    }
-    rate_He4_Ar36_to_Ca40_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ar36_to_Ca40_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_removed) = drate_dT;
-
-    }
-    rate_p_K39_to_Ca40_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_K39_to_Ca40_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_removed) = drate_dT;
-
-    }
-    rate_p_K39_to_He4_Ar36_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_K39_to_He4_Ar36_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_removed) = drate_dT;
-
-    }
-    rate_He4_Ca40_to_Ti44_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ca40_to_Ti44_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_removed) = drate_dT;
-
-    }
-    rate_p_Sc43_to_Ti44_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Sc43_to_Ti44_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_removed) = drate_dT;
-
-    }
-    rate_p_Sc43_to_He4_Ca40_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_removed) = drate_dT;
-
-    }
-    rate_He4_Ti44_to_Cr48_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ti44_to_Cr48_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_removed) = drate_dT;
-
-    }
-    rate_He4_Ti44_to_p_V47_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ti44_to_p_V47_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_removed) = drate_dT;
-
-    }
-    rate_p_V47_to_Cr48_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_V47_to_Cr48_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_removed) = drate_dT;
-
-    }
-    rate_He4_Cr48_to_Fe52_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cr48_to_Fe52_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cr48_to_Fe52_removed) = drate_dT;
-
-    }
-    rate_He4_Cr48_to_p_Mn51_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cr48_to_p_Mn51_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cr48_to_p_Mn51_removed) = drate_dT;
-
-    }
-    rate_p_Mn51_to_Fe52_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Mn51_to_Fe52_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_removed) = drate_dT;
-
-    }
-    rate_He4_Fe52_to_Ni56_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Fe52_to_Ni56_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_removed) = drate_dT;
-
-    }
-    rate_He4_Fe52_to_p_Co55_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Fe52_to_p_Co55_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_Co55_removed) = drate_dT;
-
-    }
-    rate_p_Co55_to_Ni56_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Co55_to_Ni56_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_removed) = drate_dT;
-
-    }
-    rate_C12_C12_to_Mg24_modified<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_C12_to_Mg24_modified) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_Mg24_modified) = drate_dT;
-
-    }
-    rate_O16_O16_to_S32_modified<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O16_O16_to_S32_modified) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_S32_modified) = drate_dT;
-
-    }
-    rate_C12_O16_to_Si28_modified<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_O16_to_Si28_modified) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_Si28_modified) = drate_dT;
-
-    }
-
-}
 
 template <int do_T_derivatives, typename T>
 AMREX_GPU_HOST_DEVICE AMREX_INLINE
 void
-fill_approx_rates([[maybe_unused]] const tf_t& tfactors,
-                  [[maybe_unused]] const amrex::Real rho,
-                  [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
-                  [[maybe_unused]] T& rate_eval)
+fill_reaclib_rates([[maybe_unused]] const tf_t& tfactors,
+                   [[maybe_unused]] T& rate_eval)
 {
 
-    [[maybe_unused]] amrex::Real rate{};
-    [[maybe_unused]] amrex::Real drate_dT{};
-
-    rate_S32_He4_to_Ar36_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_S32_He4_to_Ar36_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_S32_He4_to_Ar36_approx) = drate_dT;
-
-    }
-    rate_Ar36_to_S32_He4_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ar36_to_S32_He4_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ar36_to_S32_He4_approx) = drate_dT;
-
-    }
-    rate_Ar36_He4_to_Ca40_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ar36_He4_to_Ca40_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ar36_He4_to_Ca40_approx) = drate_dT;
-
-    }
-    rate_Ca40_to_Ar36_He4_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ca40_to_Ar36_He4_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca40_to_Ar36_He4_approx) = drate_dT;
+    [[maybe_unused]] amrex::Real rate;
+    [[maybe_unused]] amrex::Real drate_dT;
 
-    }
-    rate_Ca40_He4_to_Ti44_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ca40_He4_to_Ti44_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca40_He4_to_Ti44_approx) = drate_dT;
+    {
+        // N13_to_C13_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_N13_to_C13_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_N13_to_C13_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_N13_to_C13_reaclib) = drate_dT;
+        }
     }
-    rate_Ti44_to_Ca40_He4_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ti44_to_Ca40_He4_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti44_to_Ca40_He4_approx) = drate_dT;
 
-    }
-    rate_Ti44_He4_to_Cr48_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ti44_He4_to_Cr48_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti44_He4_to_Cr48_approx) = drate_dT;
+    {
+        // O14_to_N14_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O14_to_N14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O14_to_N14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O14_to_N14_reaclib) = drate_dT;
+        }
     }
-    rate_Cr48_to_Ti44_He4_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Cr48_to_Ti44_He4_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr48_to_Ti44_He4_approx) = drate_dT;
 
-    }
-    rate_Cr48_He4_to_Fe52_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Cr48_He4_to_Fe52_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr48_He4_to_Fe52_approx) = drate_dT;
+    {
+        // O15_to_N15_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O15_to_N15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O15_to_N15_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O15_to_N15_reaclib) = drate_dT;
+        }
     }
-    rate_Fe52_to_Cr48_He4_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Fe52_to_Cr48_He4_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe52_to_Cr48_He4_approx) = drate_dT;
 
-    }
-    rate_Fe52_He4_to_Ni56_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Fe52_He4_to_Ni56_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe52_He4_to_Ni56_approx) = drate_dT;
+    {
+        // p_C12_to_N13_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_C12);
+        }
+#endif
+        rate_p_C12_to_N13_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_C12_to_N13_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_C12_to_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_C12);
+        }
+#endif
+        rate_He4_C12_to_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_C13_to_N14_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_C13);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_C13);
+        }
+#endif
+        rate_p_C13_to_N14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_C13_to_N14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_C13_to_N14_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_N13_to_O14_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_N13);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_N13);
+        }
+#endif
+        rate_p_N13_to_O14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_N13_to_O14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_N13_to_O14_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_N14_to_O15_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_N14);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_N14);
+        }
+#endif
+        rate_p_N14_to_O15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_N14_to_O15_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_N14_to_O15_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_N14_to_F18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_N14);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_N14);
+        }
+#endif
+        rate_He4_N14_to_F18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_N14_to_F18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_N14_to_F18_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_N15_to_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_N15);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_N15);
+        }
+#endif
+        rate_p_N15_to_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_N15_to_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_N15_to_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_N15_to_F19_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_N15);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_N15);
+        }
+#endif
+        rate_He4_N15_to_F19_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_N15_to_F19_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_N15_to_F19_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O14_to_Ne18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O14);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O14);
+        }
+#endif
+        rate_He4_O14_to_Ne18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_O14_to_Ne18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O14_to_Ne18_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O15_to_Ne19_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O15);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O15);
+        }
+#endif
+        rate_He4_O15_to_Ne19_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_O15_to_Ne19_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O15_to_Ne19_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_O16_to_F17_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O16);
+        }
+#endif
+        rate_p_O16_to_F17_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_O16_to_F17_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O16_to_F17_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O16_to_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O16);
+        }
+#endif
+        rate_He4_O16_to_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_O17_to_F18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O17);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O17);
+        }
+#endif
+        rate_p_O17_to_F18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_O17_to_F18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O17_to_F18_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O17_to_Ne21_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O17);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O17);
+        }
+#endif
+        rate_He4_O17_to_Ne21_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_O17_to_Ne21_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O17_to_Ne21_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_O18_to_F19_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O18);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O18);
+        }
+#endif
+        rate_p_O18_to_F19_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_O18_to_F19_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O18_to_F19_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_F17_to_Ne18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_F17);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_F17);
+        }
+#endif
+        rate_p_F17_to_Ne18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_F17_to_Ne18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_F17_to_Ne18_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_F18_to_Ne19_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_F18);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_F18);
+        }
+#endif
+        rate_p_F18_to_Ne19_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_F18_to_Ne19_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_F18_to_Ne19_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_F18_to_Na22_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_F18);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_F18);
+        }
+#endif
+        rate_He4_F18_to_Na22_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_F18_to_Na22_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_F18_to_Na22_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_F19_to_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_F19);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_F19);
+        }
+#endif
+        rate_p_F19_to_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_F19_to_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_F19_to_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_F19_to_Na23_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_F19);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_F19);
+        }
+#endif
+        rate_He4_F19_to_Na23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_F19_to_Na23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_F19_to_Na23_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ne18_to_Mg22_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ne18);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ne18);
+        }
+#endif
+        rate_He4_Ne18_to_Mg22_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ne18_to_Mg22_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ne18_to_Mg22_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ne20_to_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ne20);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ne20);
+        }
+#endif
+        rate_He4_Ne20_to_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ne21_to_Na22_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ne21);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ne21);
+        }
+#endif
+        rate_p_Ne21_to_Na22_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ne21_to_Na22_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ne21_to_Na22_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Na23_to_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Na23);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Na23);
+        }
+#endif
+        rate_p_Na23_to_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Na23_to_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Na23_to_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mg24_to_Si28_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mg24);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mg24);
+        }
+#endif
+        rate_He4_Mg24_to_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Mg24_to_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mg24_to_Si28_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Al27_to_Si28_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Al27);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Al27);
+        }
+#endif
+        rate_p_Al27_to_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Al27_to_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Al27_to_Si28_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Si28_to_S32_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Si28);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Si28);
+        }
+#endif
+        rate_He4_Si28_to_S32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Si28_to_S32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Si28_to_S32_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_P31_to_S32_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_P31);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_P31);
+        }
+#endif
+        rate_p_P31_to_S32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_P31_to_S32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_P31_to_S32_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_C12_to_p_Na23_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_C12);
+        }
+#endif
+        rate_C12_C12_to_p_Na23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_C12_to_He4_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_C12);
+        }
+#endif
+        rate_C12_C12_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_N13_to_p_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_N13);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_N13);
+        }
+#endif
+        rate_He4_N13_to_p_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_N15_to_He4_C12_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_N15);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_N15);
+        }
+#endif
+        rate_p_N15_to_He4_C12_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_N15_to_He4_C12_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_N15_to_He4_C12_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O14_to_p_F17_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O14);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O14);
+        }
+#endif
+        rate_He4_O14_to_p_F17_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_O14_to_p_F17_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O14_to_p_F17_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_O16_to_p_Al27_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_O16);
+        }
+#endif
+        rate_C12_O16_to_p_Al27_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_O16_to_p_Al27_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_O16_to_p_Al27_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_O16_to_He4_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_O16);
+        }
+#endif
+        rate_C12_O16_to_He4_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_O16_to_He4_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_O16_to_He4_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // O16_O16_to_p_P31_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_O16_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_O16_O16);
+        }
+#endif
+        rate_O16_O16_to_p_P31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O16_O16_to_p_P31_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O16_O16_to_p_P31_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // O16_O16_to_He4_Si28_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_O16_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_O16_O16);
+        }
+#endif
+        rate_O16_O16_to_He4_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O16_O16_to_He4_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O16_O16_to_He4_Si28_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_O17_to_He4_N14_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O17);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O17);
+        }
+#endif
+        rate_p_O17_to_He4_N14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_O17_to_He4_N14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O17_to_He4_N14_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_O18_to_He4_N15_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O18);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O18);
+        }
+#endif
+        rate_p_O18_to_He4_N15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_O18_to_He4_N15_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O18_to_He4_N15_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_F18_to_He4_O15_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_F18);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_F18);
+        }
+#endif
+        rate_p_F18_to_He4_O15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_F18_to_He4_O15_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_F18_to_He4_O15_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_F18_to_p_Ne21_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_F18);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_F18);
+        }
+#endif
+        rate_He4_F18_to_p_Ne21_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_F18_to_p_Ne21_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_F18_to_p_Ne21_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_F19_to_He4_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_F19);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_F19);
+        }
+#endif
+        rate_p_F19_to_He4_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_F19_to_He4_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_F19_to_He4_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ne19_to_p_Na22_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ne19);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ne19);
+        }
+#endif
+        rate_He4_Ne19_to_p_Na22_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ne19_to_p_Na22_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ne19_to_p_Na22_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ne20_to_He4_F17_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ne20);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ne20);
+        }
+#endif
+        rate_p_Ne20_to_He4_F17_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ne20_to_He4_F17_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ne20_to_He4_F17_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Na23_to_He4_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Na23);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Na23);
+        }
+#endif
+        rate_p_Na23_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Na23_to_He4_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Na23_to_He4_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Al27_to_He4_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Al27);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Al27);
+        }
+#endif
+        rate_p_Al27_to_He4_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Al27_to_He4_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Al27_to_He4_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_P31_to_He4_Si28_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_P31);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_P31);
+        }
+#endif
+        rate_p_P31_to_He4_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_P31_to_He4_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_P31_to_He4_Si28_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_He4_He4_to_C12_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_He4) + rate_eval.log_screen(k_He4_Be8);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_He4) + rate_eval.dlog_screen_dT(k_He4_Be8);
+        }
+#endif
+        rate_He4_He4_He4_to_C12_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_C12_to_n_Mg23_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_C12);
+        }
+#endif
+        rate_C12_C12_to_n_Mg23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_C12_to_n_Mg23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_C12_to_n_Mg23_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // O16_O16_to_n_S31_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_O16_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_O16_O16);
+        }
+#endif
+        rate_O16_O16_to_n_S31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O16_O16_to_n_S31_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O16_O16_to_n_S31_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_O16_to_n_Si27_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_O16);
+        }
+#endif
+        rate_C12_O16_to_n_Si27_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_O16_to_n_Si27_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_O16_to_n_Si27_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_S32_to_Ar36_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_S32);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_S32);
+        }
+#endif
+        rate_He4_S32_to_Ar36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_S32_to_Ar36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cl35_to_Ar36_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cl35);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cl35);
+        }
+#endif
+        rate_p_Cl35_to_Ar36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cl35_to_Ar36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cl35_to_He4_S32_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cl35);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cl35);
+        }
+#endif
+        rate_p_Cl35_to_He4_S32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cl35_to_He4_S32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ar36_to_Ca40_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ar36);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ar36);
+        }
+#endif
+        rate_He4_Ar36_to_Ca40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ar36_to_Ca40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_K39_to_Ca40_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_K39);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_K39);
+        }
+#endif
+        rate_p_K39_to_Ca40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_K39_to_Ca40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_K39_to_He4_Ar36_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_K39);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_K39);
+        }
+#endif
+        rate_p_K39_to_He4_Ar36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_K39_to_He4_Ar36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ca40_to_Ti44_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ca40);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ca40);
+        }
+#endif
+        rate_He4_Ca40_to_Ti44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ca40_to_Ti44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Sc43_to_Ti44_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Sc43);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Sc43);
+        }
+#endif
+        rate_p_Sc43_to_Ti44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Sc43_to_Ti44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Sc43_to_He4_Ca40_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Sc43);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Sc43);
+        }
+#endif
+        rate_p_Sc43_to_He4_Ca40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ti44_to_Cr48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ti44);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ti44);
+        }
+#endif
+        rate_He4_Ti44_to_Cr48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ti44_to_Cr48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ti44_to_p_V47_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ti44);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ti44);
+        }
+#endif
+        rate_He4_Ti44_to_p_V47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ti44_to_p_V47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_V47_to_Cr48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_V47);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_V47);
+        }
+#endif
+        rate_p_V47_to_Cr48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_V47_to_Cr48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cr48_to_Fe52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cr48);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cr48);
+        }
+#endif
+        rate_He4_Cr48_to_Fe52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cr48_to_Fe52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cr48_to_Fe52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cr48_to_p_Mn51_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cr48);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cr48);
+        }
+#endif
+        rate_He4_Cr48_to_p_Mn51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cr48_to_p_Mn51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cr48_to_p_Mn51_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Mn51_to_Fe52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Mn51);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Mn51);
+        }
+#endif
+        rate_p_Mn51_to_Fe52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Mn51_to_Fe52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe52_to_Ni56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe52);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe52);
+        }
+#endif
+        rate_He4_Fe52_to_Ni56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Fe52_to_Ni56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe52_to_p_Co55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe52);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe52);
+        }
+#endif
+        rate_He4_Fe52_to_p_Co55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Fe52_to_p_Co55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_Co55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Co55_to_Ni56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Co55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Co55);
+        }
+#endif
+        rate_p_Co55_to_Ni56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Co55_to_Ni56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_reaclib) = drate_dT;
+        }
     }
-    rate_Ni56_to_Fe52_He4_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ni56_to_Fe52_He4_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni56_to_Fe52_He4_approx) = drate_dT;
 
-    }
 
 }
 
diff --git a/networks/he-burn/cno-he-burn-33a/table_rates.H b/networks/he-burn/cno-he-burn-33a/table_rates.H
index 9e86699165..c7c85fc58c 100644
--- a/networks/he-burn/cno-he-burn-33a/table_rates.H
+++ b/networks/he-burn/cno-he-burn-33a/table_rates.H
@@ -55,11 +55,11 @@ constexpr int add_vars = 1;  // 1 Additional Var in entries
 namespace rate_tables
 {
     // F17 --> O17
-    inline AMREX_GPU_MANAGED table_t j_F17_O17_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_F17_O17_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 12> j_F17_O17_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
+    inline AMREX_GPU_DEVICE table_t j_F17_O17_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_F17_O17_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 12> j_F17_O17_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
          j_F17_O17_data{
 -1.98599,       -1.985996,       -1.985997,       -1.985998,       -1.985991,       -1.985811,       -1.984179,       -1.977601,       -1.918501,       -1.559899,       -0.462121,        1.718247,  // RATE
 -1.985903,       -1.985964,       -1.985971,       -1.985976,       -1.985976,       -1.985801,       -1.984173,       -1.977571,       -1.918501,       -1.559899,       -0.462121,        1.718247,
@@ -97,11 +97,11 @@ namespace rate_tables
          };
 
     // O17 --> F17
-    inline AMREX_GPU_MANAGED table_t j_O17_F17_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_O17_F17_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 12> j_O17_F17_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
+    inline AMREX_GPU_DEVICE table_t j_O17_F17_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_O17_F17_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 12> j_O17_F17_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
          j_O17_F17_data{
 -99.69897,       -99.69897,         -72.639,         -36.441,         -21.007,         -15.597,         -11.237,          -8.922,       -6.409967,       -4.069196,       -1.723001,        1.202117,  // RATE
 -99.69897,       -99.69897,         -73.639,         -37.441,          -21.42,         -15.619,         -11.238,          -8.923,       -6.409967,       -4.069196,       -1.723001,        1.202117,
@@ -139,11 +139,11 @@ namespace rate_tables
          };
 
     // F18 --> Ne18
-    inline AMREX_GPU_MANAGED table_t j_F18_Ne18_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_F18_Ne18_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 12> j_F18_Ne18_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
+    inline AMREX_GPU_DEVICE table_t j_F18_Ne18_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_F18_Ne18_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 12> j_F18_Ne18_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
          j_F18_Ne18_data{
 -99.69897,       -99.69897,       -99.69897,         -57.312,         -32.796,          -23.76,         -16.591,         -12.888,           -9.04,       -5.755992,       -2.758693,        0.781225,  // RATE
 -99.69897,       -99.69897,       -99.69897,         -58.312,         -33.209,         -23.782,         -16.592,         -12.889,           -9.04,       -5.755992,       -2.758693,        0.781225,
@@ -181,11 +181,11 @@ namespace rate_tables
          };
 
     // F18 --> O18
-    inline AMREX_GPU_MANAGED table_t j_F18_O18_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_F18_O18_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 12> j_F18_O18_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
+    inline AMREX_GPU_DEVICE table_t j_F18_O18_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_F18_O18_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 12> j_F18_O18_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
          j_F18_O18_data{
 -4.010762,       -4.010915,       -4.010933,       -4.010943,       -4.010771,       -4.006329,       -3.943745,       -3.744878,       -3.181896,       -2.350694,       -1.090264,        1.385945,  // RATE
 -4.008732,       -4.010152,       -4.010328,       -4.010433,       -4.010408,       -4.006087,       -3.943458,       -3.744432,       -3.181896,       -2.350694,       -1.090264,        1.385945,
@@ -223,11 +223,11 @@ namespace rate_tables
          };
 
     // Ne18 --> F18
-    inline AMREX_GPU_MANAGED table_t j_Ne18_F18_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ne18_F18_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 12> j_Ne18_F18_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
+    inline AMREX_GPU_DEVICE table_t j_Ne18_F18_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ne18_F18_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 12> j_Ne18_F18_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
          j_Ne18_F18_data{
 -0.397998,       -0.397999,          -0.398,          -0.398,       -0.397998,        -0.39797,       -0.398569,       -0.397001,       -0.387511,        -0.31553,        0.210666,         2.08323,  // RATE
 -0.397983,       -0.397994,       -0.397995,       -0.397996,       -0.397996,       -0.397969,       -0.398568,       -0.397001,       -0.387511,        -0.31553,        0.210666,         2.08323,
@@ -265,11 +265,11 @@ namespace rate_tables
          };
 
     // O18 --> F18
-    inline AMREX_GPU_MANAGED table_t j_O18_F18_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_O18_F18_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 12> j_O18_F18_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
+    inline AMREX_GPU_DEVICE table_t j_O18_F18_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_O18_F18_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 12> j_O18_F18_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
          j_O18_F18_data{
 -99.69897,         -88.207,         -45.102,         -22.822,         -13.332,         -10.285,          -7.744,       -6.326997,       -4.685921,       -2.989331,       -1.097718,        1.521493,  // RATE
 -99.69897,         -89.208,         -46.103,         -23.823,         -13.745,         -10.307,          -7.746,       -6.326997,       -4.685921,       -2.989331,       -1.097718,        1.521493,
@@ -307,11 +307,11 @@ namespace rate_tables
          };
 
     // F19 --> Ne19
-    inline AMREX_GPU_MANAGED table_t j_F19_Ne19_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_F19_Ne19_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 12> j_F19_Ne19_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
+    inline AMREX_GPU_DEVICE table_t j_F19_Ne19_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_F19_Ne19_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 12> j_F19_Ne19_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
          j_F19_Ne19_data{
 -99.69897,       -99.69897,         -84.364,         -42.168,         -24.192,          -17.79,         -12.668,       -9.975998,       -7.087988,       -4.446942,       -1.881574,        1.186902,  // RATE
 -99.69897,       -99.69897,         -85.364,         -43.168,         -24.605,         -17.811,          -12.67,       -9.976998,       -7.087988,       -4.446942,       -1.881574,        1.186902,
@@ -349,11 +349,11 @@ namespace rate_tables
          };
 
     // Ne19 --> F19
-    inline AMREX_GPU_MANAGED table_t j_Ne19_F19_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ne19_F19_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 12> j_Ne19_F19_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
+    inline AMREX_GPU_DEVICE table_t j_Ne19_F19_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ne19_F19_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 12> j_Ne19_F19_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
          j_Ne19_F19_data{
 -1.414994,       -1.414998,       -1.414998,       -1.414999,       -1.422995,       -1.439902,       -1.467534,       -1.481045,       -1.464793,       -1.231792,        -0.30521,        1.816432,  // RATE
 -1.414946,        -1.41498,       -1.414985,       -1.414988,       -1.422987,       -1.439897,       -1.467528,       -1.481045,       -1.464793,       -1.231792,        -0.30521,        1.816432,
@@ -391,11 +391,11 @@ namespace rate_tables
          };
 
     // Mg22 --> Na22
-    inline AMREX_GPU_MANAGED table_t j_Mg22_Na22_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Mg22_Na22_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 12> j_Mg22_Na22_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
+    inline AMREX_GPU_DEVICE table_t j_Mg22_Na22_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Mg22_Na22_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 12> j_Mg22_Na22_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
          j_Mg22_Na22_data{
 -0.761997,       -0.761999,       -0.761999,       -0.761999,       -0.761998,       -0.761952,       -0.761312,       -0.758822,       -0.738414,       -0.606744,        0.103714,        2.136132,  // RATE
 -0.76197,       -0.761989,       -0.761992,       -0.761994,       -0.761994,        -0.76195,       -0.761309,       -0.758822,       -0.738414,       -0.606744,        0.103714,        2.136132,
@@ -433,11 +433,11 @@ namespace rate_tables
          };
 
     // Na22 --> Mg22
-    inline AMREX_GPU_MANAGED table_t j_Na22_Mg22_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Na22_Mg22_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 12> j_Na22_Mg22_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
+    inline AMREX_GPU_DEVICE table_t j_Na22_Mg22_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Na22_Mg22_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 12> j_Na22_Mg22_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
          j_Na22_Mg22_data{
 -99.69897,       -99.69897,       -99.69897,         -62.223,         -35.856,         -26.079,         -18.333,      -14.338999,      -10.172988,       -6.526864,       -3.183744,        0.717702,  // RATE
 -99.69897,       -99.69897,       -99.69897,         -63.223,          -36.27,         -26.101,         -18.334,      -14.339999,      -10.172988,       -6.526864,       -3.183744,        0.717702,
@@ -477,7 +477,7 @@ namespace rate_tables
 }
 
 
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_linear_1d(const amrex::Real fhi, const amrex::Real flo, const amrex::Real xhi, const amrex::Real xlo, const amrex::Real x)
 {
@@ -490,7 +490,7 @@ evaluate_linear_1d(const amrex::Real fhi, const amrex::Real flo, const amrex::Re
     return f;
 }
 
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_linear_2d(const amrex::Real fip1jp1, const amrex::Real fip1j, const amrex::Real fijp1, const amrex::Real fij,
           const amrex::Real xhi, const amrex::Real xlo, const amrex::Real yhi, const amrex::Real ylo,
@@ -522,7 +522,7 @@ evaluate_linear_2d(const amrex::Real fip1jp1, const amrex::Real fip1j, const amr
 
 
 template<typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_vars(const int irhoy_lo, const int jtemp_lo,
               const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -552,7 +552,7 @@ evaluate_vars(const int irhoy_lo, const int jtemp_lo,
 
 
 template<typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_dr_dtemp(const int irhoy_lo, const int jtemp_lo,
                   const table_t& table_meta, const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -695,7 +695,7 @@ evaluate_dr_dtemp(const int irhoy_lo, const int jtemp_lo,
 
 
 template <typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 void
 get_entries(const int irhoy_lo, const int jtemp_lo,
             const table_t& table_meta, const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -723,7 +723,7 @@ get_entries(const int irhoy_lo, const int jtemp_lo,
 }
 
 template <typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 void
 tabular_evaluate(const table_t& table_meta,
                  const R& log_rhoy_table, const T& log_temp_table, const D& data,
diff --git a/networks/he-burn/cno-he-burn-33a/temperature_table_rates.H b/networks/he-burn/cno-he-burn-33a/temperature_table_rates.H
index 4fdd0d89c7..8490332679 100644
--- a/networks/he-burn/cno-he-burn-33a/temperature_table_rates.H
+++ b/networks/he-burn/cno-he-burn-33a/temperature_table_rates.H
@@ -5,7 +5,7 @@
 
 #include <tfactors.H>
 #include <actual_network.H>
-
+#include <interp_tools.H>
 
 using namespace amrex::literals;
 
@@ -28,6 +28,7 @@ namespace temp_tabular {
         [[maybe_unused]] amrex::Real drate_dT;
 
 
+
     }
 
 
diff --git a/networks/he-burn/cno-he-burn-34am/Make.package b/networks/he-burn/cno-he-burn-34am/Make.package
index fd942a5ce1..35413fdcff 100644
--- a/networks/he-burn/cno-he-burn-34am/Make.package
+++ b/networks/he-burn/cno-he-burn-34am/Make.package
@@ -2,13 +2,15 @@ PYNUCASTRO_NETWORK = TRUE
 CEXE_headers += network_properties.H
 
 ifeq ($(USE_REACT),TRUE)
-  CEXE_sources += actual_network_data.cpp
   CEXE_headers += actual_network.H
   CEXE_headers += tfactors.H
   CEXE_headers += interp_tools.H
   CEXE_headers += partition_functions.H
   CEXE_headers += actual_rhs.H
+  CEXE_headers += rate_type.H
   CEXE_headers += reaclib_rates.H
+  CEXE_headers += approximate_rates.H
+  CEXE_headers += modified_rates.H
   CEXE_headers += table_rates.H
   CEXE_headers += temperature_table_rates.H
   CEXE_headers += derived_rates.H
diff --git a/networks/he-burn/cno-he-burn-34am/actual_network.H b/networks/he-burn/cno-he-burn-34am/actual_network.H
index 55260d8180..bab3c0709b 100644
--- a/networks/he-burn/cno-he-burn-34am/actual_network.H
+++ b/networks/he-burn/cno-he-burn-34am/actual_network.H
@@ -1,18 +1,25 @@
 #ifndef actual_network_H
 #define actual_network_H
 
+#include <random>
 #include <string_view>
 
 #include <AMReX_REAL.H>
 #include <AMReX_Array.H>
 #include <AMReX_Loop.H>
 
+#include <extern_parameters.H>
 #include <fundamental_constants.H>
 #include <network_properties.H>
 
 using namespace amrex::literals;
 
-void actual_network_init();
+
+inline
+void actual_network_init() {
+
+
+}
 
 constexpr std::string_view network_name = "pynucastro-cxx";
 
@@ -352,29 +359,29 @@ namespace Rates
         k_p_Al27_to_He4_Mg24_reaclib = 57,
         k_p_P31_to_He4_Si28_reaclib = 58,
         k_He4_He4_He4_to_C12_reaclib = 59,
-        k_C12_C12_to_n_Mg23_removed = 60,
-        k_O16_O16_to_n_S31_removed = 61,
-        k_C12_O16_to_n_Si27_removed = 62,
-        k_He4_Na22_to_Al26_removed = 63,
-        k_p_Mg24_to_Al25_removed = 64,
-        k_He4_S32_to_Ar36_removed = 65,
-        k_p_Cl35_to_Ar36_removed = 66,
-        k_p_Cl35_to_He4_S32_removed = 67,
-        k_He4_Ar36_to_Ca40_removed = 68,
-        k_p_K39_to_Ca40_removed = 69,
-        k_p_K39_to_He4_Ar36_removed = 70,
-        k_He4_Ca40_to_Ti44_removed = 71,
-        k_p_Sc43_to_Ti44_removed = 72,
-        k_p_Sc43_to_He4_Ca40_removed = 73,
-        k_He4_Ti44_to_Cr48_removed = 74,
-        k_He4_Ti44_to_p_V47_removed = 75,
-        k_p_V47_to_Cr48_removed = 76,
-        k_He4_Cr48_to_Fe52_removed = 77,
-        k_He4_Cr48_to_p_Mn51_removed = 78,
-        k_p_Mn51_to_Fe52_removed = 79,
-        k_He4_Fe52_to_Ni56_removed = 80,
-        k_He4_Fe52_to_p_Co55_removed = 81,
-        k_p_Co55_to_Ni56_removed = 82,
+        k_C12_C12_to_n_Mg23_reaclib = 60,
+        k_O16_O16_to_n_S31_reaclib = 61,
+        k_C12_O16_to_n_Si27_reaclib = 62,
+        k_He4_Na22_to_Al26_reaclib = 63,
+        k_p_Mg24_to_Al25_reaclib = 64,
+        k_He4_S32_to_Ar36_reaclib = 65,
+        k_p_Cl35_to_Ar36_reaclib = 66,
+        k_p_Cl35_to_He4_S32_reaclib = 67,
+        k_He4_Ar36_to_Ca40_reaclib = 68,
+        k_p_K39_to_Ca40_reaclib = 69,
+        k_p_K39_to_He4_Ar36_reaclib = 70,
+        k_He4_Ca40_to_Ti44_reaclib = 71,
+        k_p_Sc43_to_Ti44_reaclib = 72,
+        k_p_Sc43_to_He4_Ca40_reaclib = 73,
+        k_He4_Ti44_to_Cr48_reaclib = 74,
+        k_He4_Ti44_to_p_V47_reaclib = 75,
+        k_p_V47_to_Cr48_reaclib = 76,
+        k_He4_Cr48_to_Fe52_reaclib = 77,
+        k_He4_Cr48_to_p_Mn51_reaclib = 78,
+        k_p_Mn51_to_Fe52_reaclib = 79,
+        k_He4_Fe52_to_Ni56_reaclib = 80,
+        k_He4_Fe52_to_p_Co55_reaclib = 81,
+        k_p_Co55_to_Ni56_reaclib = 82,
         k_F17_to_O17_weaktab = 83,
         k_O17_to_F17_weaktab = 84,
         k_F18_to_Ne18_weaktab = 85,
@@ -454,25 +461,89 @@ namespace Rates
         k_p_Na22_to_He4_Ne19_derived = 159,
         k_He4_Mg24_to_p_Al27_derived = 160,
         k_He4_Si28_to_p_P31_derived = 161,
-        k_He4_S32_to_p_Cl35_removed = 162,
-        k_Ar36_to_He4_S32_removed = 163,
-        k_Ar36_to_p_Cl35_removed = 164,
-        k_He4_Ar36_to_p_K39_removed = 165,
-        k_Ca40_to_He4_Ar36_removed = 166,
-        k_Ca40_to_p_K39_removed = 167,
-        k_He4_Ca40_to_p_Sc43_removed = 168,
-        k_Ti44_to_He4_Ca40_removed = 169,
-        k_Ti44_to_p_Sc43_removed = 170,
-        k_Cr48_to_He4_Ti44_removed = 171,
-        k_Cr48_to_p_V47_removed = 172,
-        k_p_V47_to_He4_Ti44_removed = 173,
-        k_Fe52_to_He4_Cr48_removed = 174,
-        k_Fe52_to_p_Mn51_removed = 175,
-        k_p_Mn51_to_He4_Cr48_removed = 176,
-        k_Ni56_to_He4_Fe52_removed = 177,
-        k_Ni56_to_p_Co55_removed = 178,
-        k_p_Co55_to_He4_Fe52_removed = 179,
-        NumRates = k_p_Co55_to_He4_Fe52_removed
+        k_He4_S32_to_p_Cl35_derived = 162,
+        k_Ar36_to_He4_S32_derived = 163,
+        k_Ar36_to_p_Cl35_derived = 164,
+        k_He4_Ar36_to_p_K39_derived = 165,
+        k_Ca40_to_He4_Ar36_derived = 166,
+        k_Ca40_to_p_K39_derived = 167,
+        k_He4_Ca40_to_p_Sc43_derived = 168,
+        k_Ti44_to_He4_Ca40_derived = 169,
+        k_Ti44_to_p_Sc43_derived = 170,
+        k_Cr48_to_He4_Ti44_derived = 171,
+        k_Cr48_to_p_V47_derived = 172,
+        k_p_V47_to_He4_Ti44_derived = 173,
+        k_Fe52_to_He4_Cr48_derived = 174,
+        k_Fe52_to_p_Mn51_derived = 175,
+        k_p_Mn51_to_He4_Cr48_derived = 176,
+        k_Ni56_to_He4_Fe52_derived = 177,
+        k_Ni56_to_p_Co55_derived = 178,
+        k_p_Co55_to_He4_Fe52_derived = 179,
+        NumRates = k_p_Co55_to_He4_Fe52_derived
+    };
+
+    enum ScreenPairs :
+    std::uint8_t
+    {
+        k_He4_Ne18 = 1,
+        k_p_F18 = 2,
+        k_p_C12 = 3,
+        k_p_Na21 = 4,
+        k_He4_O16 = 5,
+        k_He4_F17 = 6,
+        k_He4_N14 = 7,
+        k_p_K39 = 8,
+        k_He4_Ne19 = 9,
+        k_p_F19 = 10,
+        k_p_C13 = 11,
+        k_He4_Ca40 = 12,
+        k_p_Mg24 = 13,
+        k_He4_Ar36 = 14,
+        k_p_Sc43 = 15,
+        k_p_Na22 = 16,
+        k_He4_F18 = 17,
+        k_He4_C12 = 18,
+        k_p_O17 = 19,
+        k_He4_Na21 = 20,
+        k_He4_Ti44 = 21,
+        k_p_N15 = 22,
+        k_p_Ne20 = 23,
+        k_He4_F19 = 24,
+        k_He4_Mg24 = 25,
+        k_C12_O16 = 26,
+        k_p_O18 = 27,
+        k_He4_Na22 = 28,
+        k_p_V47 = 29,
+        k_p_Ne21 = 30,
+        k_He4_Cr48 = 31,
+        k_He4_O17 = 32,
+        k_C12_C12 = 33,
+        k_p_Co55 = 34,
+        k_He4_N15 = 35,
+        k_He4_Ne20 = 36,
+        k_p_Al27 = 37,
+        k_p_Mn51 = 38,
+        k_p_Ne22 = 39,
+        k_p_Na23 = 40,
+        k_He4_O18 = 41,
+        k_He4_Fe52 = 42,
+        k_He4_S32 = 43,
+        k_p_N13 = 44,
+        k_He4_O14 = 45,
+        k_p_P31 = 46,
+        k_He4_Na23 = 47,
+        k_He4_Al27 = 48,
+        k_He4_He4 = 49,
+        k_p_O16 = 50,
+        k_He4_Be8 = 51,
+        k_p_N14 = 52,
+        k_He4_Si28 = 53,
+        k_p_Cl35 = 54,
+        k_p_F17 = 55,
+        k_O16_O16 = 56,
+        k_He4_O15 = 57,
+        k_He4_N13 = 58,
+        NumScreenPairs = k_He4_N13
     };
 
     // rate names -- note: the rates are 1-based, not zero-based, so we pad
@@ -540,29 +611,29 @@ namespace Rates
         "p_Al27_to_He4_Mg24_reaclib",  // 57,
         "p_P31_to_He4_Si28_reaclib",  // 58,
         "He4_He4_He4_to_C12_reaclib",  // 59,
-        "C12_C12_to_n_Mg23_removed",  // 60,
-        "O16_O16_to_n_S31_removed",  // 61,
-        "C12_O16_to_n_Si27_removed",  // 62,
-        "He4_Na22_to_Al26_removed",  // 63,
-        "p_Mg24_to_Al25_removed",  // 64,
-        "He4_S32_to_Ar36_removed",  // 65,
-        "p_Cl35_to_Ar36_removed",  // 66,
-        "p_Cl35_to_He4_S32_removed",  // 67,
-        "He4_Ar36_to_Ca40_removed",  // 68,
-        "p_K39_to_Ca40_removed",  // 69,
-        "p_K39_to_He4_Ar36_removed",  // 70,
-        "He4_Ca40_to_Ti44_removed",  // 71,
-        "p_Sc43_to_Ti44_removed",  // 72,
-        "p_Sc43_to_He4_Ca40_removed",  // 73,
-        "He4_Ti44_to_Cr48_removed",  // 74,
-        "He4_Ti44_to_p_V47_removed",  // 75,
-        "p_V47_to_Cr48_removed",  // 76,
-        "He4_Cr48_to_Fe52_removed",  // 77,
-        "He4_Cr48_to_p_Mn51_removed",  // 78,
-        "p_Mn51_to_Fe52_removed",  // 79,
-        "He4_Fe52_to_Ni56_removed",  // 80,
-        "He4_Fe52_to_p_Co55_removed",  // 81,
-        "p_Co55_to_Ni56_removed",  // 82,
+        "C12_C12_to_n_Mg23_reaclib",  // 60,
+        "O16_O16_to_n_S31_reaclib",  // 61,
+        "C12_O16_to_n_Si27_reaclib",  // 62,
+        "He4_Na22_to_Al26_reaclib",  // 63,
+        "p_Mg24_to_Al25_reaclib",  // 64,
+        "He4_S32_to_Ar36_reaclib",  // 65,
+        "p_Cl35_to_Ar36_reaclib",  // 66,
+        "p_Cl35_to_He4_S32_reaclib",  // 67,
+        "He4_Ar36_to_Ca40_reaclib",  // 68,
+        "p_K39_to_Ca40_reaclib",  // 69,
+        "p_K39_to_He4_Ar36_reaclib",  // 70,
+        "He4_Ca40_to_Ti44_reaclib",  // 71,
+        "p_Sc43_to_Ti44_reaclib",  // 72,
+        "p_Sc43_to_He4_Ca40_reaclib",  // 73,
+        "He4_Ti44_to_Cr48_reaclib",  // 74,
+        "He4_Ti44_to_p_V47_reaclib",  // 75,
+        "p_V47_to_Cr48_reaclib",  // 76,
+        "He4_Cr48_to_Fe52_reaclib",  // 77,
+        "He4_Cr48_to_p_Mn51_reaclib",  // 78,
+        "p_Mn51_to_Fe52_reaclib",  // 79,
+        "He4_Fe52_to_Ni56_reaclib",  // 80,
+        "He4_Fe52_to_p_Co55_reaclib",  // 81,
+        "p_Co55_to_Ni56_reaclib",  // 82,
         "F17_to_O17_weaktab",  // 83,
         "O17_to_F17_weaktab",  // 84,
         "F18_to_Ne18_weaktab",  // 85,
@@ -642,26 +713,32 @@ namespace Rates
         "p_Na22_to_He4_Ne19_derived",  // 159,
         "He4_Mg24_to_p_Al27_derived",  // 160,
         "He4_Si28_to_p_P31_derived",  // 161,
-        "He4_S32_to_p_Cl35_removed",  // 162,
-        "Ar36_to_He4_S32_removed",  // 163,
-        "Ar36_to_p_Cl35_removed",  // 164,
-        "He4_Ar36_to_p_K39_removed",  // 165,
-        "Ca40_to_He4_Ar36_removed",  // 166,
-        "Ca40_to_p_K39_removed",  // 167,
-        "He4_Ca40_to_p_Sc43_removed",  // 168,
-        "Ti44_to_He4_Ca40_removed",  // 169,
-        "Ti44_to_p_Sc43_removed",  // 170,
-        "Cr48_to_He4_Ti44_removed",  // 171,
-        "Cr48_to_p_V47_removed",  // 172,
-        "p_V47_to_He4_Ti44_removed",  // 173,
-        "Fe52_to_He4_Cr48_removed",  // 174,
-        "Fe52_to_p_Mn51_removed",  // 175,
-        "p_Mn51_to_He4_Cr48_removed",  // 176,
-        "Ni56_to_He4_Fe52_removed",  // 177,
-        "Ni56_to_p_Co55_removed",  // 178,
-        "p_Co55_to_He4_Fe52_removed"  // 179,
+        "He4_S32_to_p_Cl35_derived",  // 162,
+        "Ar36_to_He4_S32_derived",  // 163,
+        "Ar36_to_p_Cl35_derived",  // 164,
+        "He4_Ar36_to_p_K39_derived",  // 165,
+        "Ca40_to_He4_Ar36_derived",  // 166,
+        "Ca40_to_p_K39_derived",  // 167,
+        "He4_Ca40_to_p_Sc43_derived",  // 168,
+        "Ti44_to_He4_Ca40_derived",  // 169,
+        "Ti44_to_p_Sc43_derived",  // 170,
+        "Cr48_to_He4_Ti44_derived",  // 171,
+        "Cr48_to_p_V47_derived",  // 172,
+        "p_V47_to_He4_Ti44_derived",  // 173,
+        "Fe52_to_He4_Cr48_derived",  // 174,
+        "Fe52_to_p_Mn51_derived",  // 175,
+        "p_Mn51_to_He4_Cr48_derived",  // 176,
+        "Ni56_to_He4_Fe52_derived",  // 177,
+        "Ni56_to_p_Co55_derived",  // 178,
+        "p_Co55_to_He4_Fe52_derived"  // 179,
     };
 
+    template<std::uint8_t rate>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    constexpr amrex::Real get_p_random() {
+        return 0.0_rt;
+    }
+
 }
 
 #ifdef NSE_NET
diff --git a/networks/he-burn/cno-he-burn-34am/actual_rhs.H b/networks/he-burn/cno-he-burn-34am/actual_rhs.H
index 955117362b..562e56f90a 100644
--- a/networks/he-burn/cno-he-burn-34am/actual_rhs.H
+++ b/networks/he-burn/cno-he-burn-34am/actual_rhs.H
@@ -1,5 +1,5 @@
-#ifndef actual_rhs_H
-#define actual_rhs_H
+#ifndef ACTUAL_RHS_H
+#define ACTUAL_RHS_H
 
 #include <AMReX_REAL.H>
 #include <AMReX_Array.H>
@@ -15,7 +15,10 @@
 #ifdef NEUTRINOS
 #include <neutrino.H>
 #endif
+#include <rate_type.H>
 #include <reaclib_rates.H>
+#include <approximate_rates.H>
+#include <modified_rates.H>
 #include <table_rates.H>
 #include <temperature_table_rates.H>
 #include <derived_rates.H>
@@ -28,9 +31,8 @@ using namespace Rates;
 
 using namespace rate_tables;
 
-
 template<class T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void ener_gener_rate(T const& dydt, amrex::Real& enuc)
 {
 
@@ -49,17 +51,14 @@ void ener_gener_rate(T const& dydt, amrex::Real& enuc)
 }
 
 
+#ifdef SCREENING
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void evaluate_rates(const burn_t& state,
-                    const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
-                    T& rate_eval) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void evaluate_screening(const burn_t& state,
+                        const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                        T& rate_eval) {
 
-    // here Y is consistent with state.xn
-
-    [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
-
-    // Calculate Reaclib rates
+    // Evaluate screening terms
 
     using number_t = std::conditional_t<do_T_derivatives, autodiff::dual, amrex::Real>;
     number_t temp = state.T;
@@ -68,1148 +67,636 @@ void evaluate_rates(const burn_t& state,
         autodiff::seed(temp);
     }
 
-#ifdef SCREENING
     plasma_state_t<number_t> pstate{};
     fill_plasma_state(pstate, temp, state.rho, Y);
-#endif
-
-    const tf_t tfactors = evaluate_tfactors(state.T);
-
-    fill_reaclib_rates<do_T_derivatives, T>(tfactors, rate_eval);
-
-    temp_tabular::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
-
-    // Calculate Derived Rates. This should go last but before approx rates.
-    fill_derived_rates<do_T_derivatives, T>(tfactors, rate_eval);
-
-
-#ifdef SCREENING
-    // Evaluate screening factors
-
-    amrex::Real ratraw, dratraw_dT;
-    amrex::Real scor, dscor_dt;
-    [[maybe_unused]] amrex::Real scor2, dscor2_dt;
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 6.0_rt, 12.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_C12_to_N13_reaclib);
-    rate_eval.screened_rates(k_p_C12_to_N13_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
 
+    amrex::Real log_scor, dlog_scor_dT;
 
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 6.0_rt, 12.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 10.0_rt, 18.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_C12_to_O16_reaclib);
-    rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_C12_to_p_N15_derived);
-    rate_eval.screened_rates(k_He4_C12_to_p_N15_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_C12_to_p_N15_derived);
-        rate_eval.dscreened_rates_dT(k_He4_C12_to_p_N15_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ne18) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ne18) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 6.0_rt, 13.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_C13_to_N14_reaclib);
-    rate_eval.screened_rates(k_p_C13_to_N14_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_C13_to_N14_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_C13_to_N14_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 7.0_rt, 13.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_N13_to_O14_reaclib);
-    rate_eval.screened_rates(k_p_N13_to_O14_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_N13_to_O14_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_N13_to_O14_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 7.0_rt, 14.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 9.0_rt, 18.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_N14_to_O15_reaclib);
-    rate_eval.screened_rates(k_p_N14_to_O15_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_N14_to_O15_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_N14_to_O15_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 14.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_F18) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_F18) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_N14_to_F18_reaclib);
-    rate_eval.screened_rates(k_He4_N14_to_F18_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_N14_to_F18_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_N14_to_F18_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_N14_to_p_O17_derived);
-    rate_eval.screened_rates(k_He4_N14_to_p_O17_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_N14_to_p_O17_derived);
-        rate_eval.dscreened_rates_dT(k_He4_N14_to_p_O17_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 7.0_rt, 15.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 6.0_rt, 12.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_N15_to_O16_reaclib);
-    rate_eval.screened_rates(k_p_N15_to_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_N15_to_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_N15_to_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_N15_to_He4_C12_reaclib);
-    rate_eval.screened_rates(k_p_N15_to_He4_C12_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_N15_to_He4_C12_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_N15_to_He4_C12_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 15.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_N15_to_F19_reaclib);
-    rate_eval.screened_rates(k_He4_N15_to_F19_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_N15_to_F19_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_N15_to_F19_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_N15_to_p_O18_derived);
-    rate_eval.screened_rates(k_He4_N15_to_p_O18_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_N15_to_p_O18_derived);
-        rate_eval.dscreened_rates_dT(k_He4_N15_to_p_O18_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 14.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_C12) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_C12) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_O14_to_Ne18_reaclib);
-    rate_eval.screened_rates(k_He4_O14_to_Ne18_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O14_to_Ne18_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_O14_to_Ne18_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_O14_to_p_F17_reaclib);
-    rate_eval.screened_rates(k_He4_O14_to_p_F17_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O14_to_p_F17_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_O14_to_p_F17_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 15.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_O15_to_Ne19_reaclib);
-    rate_eval.screened_rates(k_He4_O15_to_Ne19_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O15_to_Ne19_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_O15_to_Ne19_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_O15_to_p_F18_derived);
-    rate_eval.screened_rates(k_He4_O15_to_p_F18_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O15_to_p_F18_derived);
-        rate_eval.dscreened_rates_dT(k_He4_O15_to_p_F18_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 16.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 11.0_rt, 21.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_O16_to_F17_reaclib);
-    rate_eval.screened_rates(k_p_O16_to_F17_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O16_to_F17_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_O16_to_F17_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_O16_to_He4_N13_derived);
-    rate_eval.screened_rates(k_p_O16_to_He4_N13_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O16_to_He4_N13_derived);
-        rate_eval.dscreened_rates_dT(k_p_O16_to_He4_N13_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Na21) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Na21) = dlog_scor_dT;
+        }
     }
 
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 16.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib);
-    rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_O16_to_p_F19_derived);
-    rate_eval.screened_rates(k_He4_O16_to_p_F19_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O16_to_p_F19_derived);
-        rate_eval.dscreened_rates_dT(k_He4_O16_to_p_F19_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 17.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_O17_to_F18_reaclib);
-    rate_eval.screened_rates(k_p_O17_to_F18_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O17_to_F18_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_O17_to_F18_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_O17_to_He4_N14_reaclib);
-    rate_eval.screened_rates(k_p_O17_to_He4_N14_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O17_to_He4_N14_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_O17_to_He4_N14_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_O16) = dlog_scor_dT;
+        }
     }
 
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 17.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_O17_to_Ne21_reaclib);
-    rate_eval.screened_rates(k_He4_O17_to_Ne21_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O17_to_Ne21_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_O17_to_Ne21_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 18.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_O18_to_F19_reaclib);
-    rate_eval.screened_rates(k_p_O18_to_F19_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O18_to_F19_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_O18_to_F19_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_O18_to_He4_N15_reaclib);
-    rate_eval.screened_rates(k_p_O18_to_He4_N15_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O18_to_He4_N15_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_O18_to_He4_N15_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 18.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_O18_to_Ne22_reaclib);
-    rate_eval.screened_rates(k_He4_O18_to_Ne22_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O18_to_Ne22_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_O18_to_Ne22_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 9.0_rt, 17.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_F17_to_Ne18_reaclib);
-    rate_eval.screened_rates(k_p_F17_to_Ne18_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_F17_to_Ne18_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_F17_to_Ne18_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_F17_to_He4_O14_derived);
-    rate_eval.screened_rates(k_p_F17_to_He4_O14_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_F17_to_He4_O14_derived);
-        rate_eval.dscreened_rates_dT(k_p_F17_to_He4_O14_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 9.0_rt, 17.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_F17) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_F17) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_F17_to_Na21_reaclib);
-    rate_eval.screened_rates(k_He4_F17_to_Na21_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_F17_to_Na21_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_F17_to_Na21_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_F17_to_p_Ne20_derived);
-    rate_eval.screened_rates(k_He4_F17_to_p_Ne20_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_F17_to_p_Ne20_derived);
-        rate_eval.dscreened_rates_dT(k_He4_F17_to_p_Ne20_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 9.0_rt, 18.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_F18_to_Ne19_reaclib);
-    rate_eval.screened_rates(k_p_F18_to_Ne19_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_F18_to_Ne19_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_F18_to_Ne19_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_F18_to_He4_O15_reaclib);
-    rate_eval.screened_rates(k_p_F18_to_He4_O15_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_F18_to_He4_O15_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_F18_to_He4_O15_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 9.0_rt, 18.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_F18_to_Na22_reaclib);
-    rate_eval.screened_rates(k_He4_F18_to_Na22_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_F18_to_Na22_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_F18_to_Na22_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_F18_to_p_Ne21_reaclib);
-    rate_eval.screened_rates(k_He4_F18_to_p_Ne21_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_F18_to_p_Ne21_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_F18_to_p_Ne21_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 9.0_rt, 19.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_F19_to_Ne20_reaclib);
-    rate_eval.screened_rates(k_p_F19_to_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_F19_to_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_F19_to_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_F19_to_He4_O16_reaclib);
-    rate_eval.screened_rates(k_p_F19_to_He4_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_F19_to_He4_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_F19_to_He4_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 9.0_rt, 19.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_F19_to_Na23_reaclib);
-    rate_eval.screened_rates(k_He4_F19_to_Na23_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_F19_to_Na23_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_F19_to_Na23_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_F19_to_p_Ne22_reaclib);
-    rate_eval.screened_rates(k_He4_F19_to_p_Ne22_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_F19_to_p_Ne22_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_F19_to_p_Ne22_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 10.0_rt, 20.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ne20_to_Na21_reaclib);
-    rate_eval.screened_rates(k_p_Ne20_to_Na21_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ne20_to_Na21_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ne20_to_Na21_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ne20_to_He4_F17_reaclib);
-    rate_eval.screened_rates(k_p_Ne20_to_He4_F17_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ne20_to_He4_F17_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ne20_to_He4_F17_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 10.0_rt, 20.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 14.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib);
-    rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ne20_to_p_Na23_derived);
-    rate_eval.screened_rates(k_He4_Ne20_to_p_Na23_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ne20_to_p_Na23_derived);
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_p_Na23_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 10.0_rt, 21.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_N14) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_N14) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Ne21_to_Na22_reaclib);
-    rate_eval.screened_rates(k_p_Ne21_to_Na22_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ne21_to_Na22_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ne21_to_Na22_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ne21_to_He4_F18_derived);
-    rate_eval.screened_rates(k_p_Ne21_to_He4_F18_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ne21_to_He4_F18_derived);
-        rate_eval.dscreened_rates_dT(k_p_Ne21_to_He4_F18_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 10.0_rt, 22.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ne22_to_Na23_reaclib);
-    rate_eval.screened_rates(k_p_Ne22_to_Na23_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ne22_to_Na23_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ne22_to_Na23_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ne22_to_He4_F19_derived);
-    rate_eval.screened_rates(k_p_Ne22_to_He4_F19_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ne22_to_He4_F19_derived);
-        rate_eval.dscreened_rates_dT(k_p_Ne22_to_He4_F19_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 11.0_rt, 23.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 19.0_rt, 39.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Na23_to_Mg24_reaclib);
-    rate_eval.screened_rates(k_p_Na23_to_Mg24_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Na23_to_Mg24_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_Mg24_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_K39) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_K39) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Na23_to_He4_Ne20_reaclib);
-    rate_eval.screened_rates(k_p_Na23_to_He4_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Na23_to_He4_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_He4_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 11.0_rt, 23.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Na23_to_Al27_reaclib);
-    rate_eval.screened_rates(k_He4_Na23_to_Al27_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Na23_to_Al27_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Na23_to_Al27_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 12.0_rt, 24.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 10.0_rt, 19.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ne19) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ne19) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Mg24_to_Si28_reaclib);
-    rate_eval.screened_rates(k_He4_Mg24_to_Si28_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mg24_to_Si28_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_Si28_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Mg24_to_p_Al27_derived);
-    rate_eval.screened_rates(k_He4_Mg24_to_p_Al27_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mg24_to_p_Al27_derived);
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_p_Al27_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 13.0_rt, 27.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 9.0_rt, 19.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Al27_to_Si28_reaclib);
-    rate_eval.screened_rates(k_p_Al27_to_Si28_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Al27_to_Si28_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_Si28_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_F19) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_F19) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Al27_to_He4_Mg24_reaclib);
-    rate_eval.screened_rates(k_p_Al27_to_He4_Mg24_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Al27_to_He4_Mg24_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_He4_Mg24_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 13.0_rt, 27.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Al27_to_P31_reaclib);
-    rate_eval.screened_rates(k_He4_Al27_to_P31_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Al27_to_P31_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Al27_to_P31_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 14.0_rt, 28.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Si28_to_S32_reaclib);
-    rate_eval.screened_rates(k_He4_Si28_to_S32_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Si28_to_S32_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_S32_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Si28_to_p_P31_derived);
-    rate_eval.screened_rates(k_He4_Si28_to_p_P31_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Si28_to_p_P31_derived);
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_p_P31_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 15.0_rt, 31.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 6.0_rt, 13.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_P31_to_S32_reaclib);
-    rate_eval.screened_rates(k_p_P31_to_S32_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_P31_to_S32_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_P31_to_S32_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_P31_to_He4_Si28_reaclib);
-    rate_eval.screened_rates(k_p_P31_to_He4_Si28_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_P31_to_He4_Si28_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_P31_to_He4_Si28_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(6.0_rt, 12.0_rt, 6.0_rt, 12.0_rt);
-        static_assert(scn_fac.z1 == 6.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib);
-    rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib);
-    rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_C12_to_Mg24_modified);
-    rate_eval.screened_rates(k_C12_C12_to_Mg24_modified) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_C12_to_Mg24_modified);
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_Mg24_modified) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 13.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib);
-    rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(6.0_rt, 12.0_rt, 8.0_rt, 16.0_rt);
-        static_assert(scn_fac.z1 == 6.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_O16_to_p_Al27_reaclib);
-    rate_eval.screened_rates(k_C12_O16_to_p_Al27_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_O16_to_p_Al27_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_p_Al27_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_O16_to_He4_Mg24_reaclib);
-    rate_eval.screened_rates(k_C12_O16_to_He4_Mg24_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_O16_to_He4_Mg24_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_He4_Mg24_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_O16_to_Si28_modified);
-    rate_eval.screened_rates(k_C12_O16_to_Si28_modified) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_O16_to_Si28_modified);
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_Si28_modified) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(8.0_rt, 16.0_rt, 8.0_rt, 16.0_rt);
-        static_assert(scn_fac.z1 == 8.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_O16_O16_to_p_P31_reaclib);
-    rate_eval.screened_rates(k_O16_O16_to_p_P31_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_O16_O16_to_p_P31_reaclib);
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_p_P31_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_O16_O16_to_He4_Si28_reaclib);
-    rate_eval.screened_rates(k_O16_O16_to_He4_Si28_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_O16_O16_to_He4_Si28_reaclib);
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_He4_Si28_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_O16_O16_to_S32_modified);
-    rate_eval.screened_rates(k_O16_O16_to_S32_modified) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_O16_O16_to_S32_modified);
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_S32_modified) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_C13) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_C13) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 10.0_rt, 18.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 20.0_rt, 40.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ca40) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ca40) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Ne18_to_p_Na21_reaclib);
-    rate_eval.screened_rates(k_He4_Ne18_to_p_Na21_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ne18_to_p_Na21_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ne18_to_p_Na21_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 12.0_rt, 24.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Mg24) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Mg24) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 10.0_rt, 19.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 18.0_rt, 36.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ar36) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ar36) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Ne19_to_p_Na22_reaclib);
-    rate_eval.screened_rates(k_He4_Ne19_to_p_Na22_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ne19_to_p_Na22_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ne19_to_p_Na22_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 21.0_rt, 43.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Sc43) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Sc43) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 12.0_rt, 24.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 11.0_rt, 22.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Na22) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Na22) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Mg24_to_He4_Na21_reaclib);
-    rate_eval.screened_rates(k_p_Mg24_to_He4_Na21_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Mg24_to_He4_Na21_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Mg24_to_He4_Na21_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 9.0_rt, 18.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_F18) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_F18) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Mg24_to_Na22_He4_modified);
-    rate_eval.screened_rates(k_p_Mg24_to_Na22_He4_modified) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Mg24_to_Na22_He4_modified);
-        rate_eval.dscreened_rates_dT(k_p_Mg24_to_Na22_He4_modified) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 6.0_rt, 12.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_C12) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_C12) = dlog_scor_dT;
+        }
     }
 
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 17.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_O17) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_O17) = dlog_scor_dT;
+        }
+    }
 
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 2.0_rt, 4.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 11.0_rt, 21.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Na21) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Na21) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac2 = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 4.0_rt, 8.0_rt);
-        static_assert(scn_fac2.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac2, scor2, dscor2_dt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 22.0_rt, 44.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ti44) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ti44) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib);
-    rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib) *= scor * scor2;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib) = ratraw * (scor * dscor2_dt + dscor_dt * scor2) + dratraw_dT * scor * scor2;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 7.0_rt, 15.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_N15) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_N15) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 11.0_rt, 21.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 10.0_rt, 20.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ne20) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ne20) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Na21_to_He4_Ne18_derived);
-    rate_eval.screened_rates(k_p_Na21_to_He4_Ne18_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Na21_to_He4_Ne18_derived);
-        rate_eval.dscreened_rates_dT(k_p_Na21_to_He4_Ne18_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 9.0_rt, 19.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_F19) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_F19) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 11.0_rt, 21.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 12.0_rt, 24.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Mg24) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Mg24) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Na21_to_p_Mg24_derived);
-    rate_eval.screened_rates(k_He4_Na21_to_p_Mg24_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Na21_to_p_Mg24_derived);
-        rate_eval.dscreened_rates_dT(k_He4_Na21_to_p_Mg24_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(6.0_rt, 12.0_rt, 8.0_rt, 16.0_rt);
+        static_assert(scn_fac.z1 == 6.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_C12_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_C12_O16) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 11.0_rt, 22.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 18.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Na22_to_He4_Ne19_derived);
-    rate_eval.screened_rates(k_p_Na22_to_He4_Ne19_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Na22_to_He4_Ne19_derived);
-        rate_eval.dscreened_rates_dT(k_p_Na22_to_He4_Ne19_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_O18) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_O18) = dlog_scor_dT;
+        }
     }
 
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 11.0_rt, 22.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Na22) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Na22) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Na22_to_Si28_modified);
-    rate_eval.screened_rates(k_He4_Na22_to_Si28_modified) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Na22_to_Si28_modified);
-        rate_eval.dscreened_rates_dT(k_He4_Na22_to_Si28_modified) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 23.0_rt, 47.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_V47) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_V47) = dlog_scor_dT;
+        }
     }
 
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 10.0_rt, 21.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ne21) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ne21) = dlog_scor_dT;
+        }
+    }
 
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 16.0_rt, 32.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 24.0_rt, 48.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Cr48) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Cr48) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_S32_to_Ar36_removed);
-    rate_eval.screened_rates(k_He4_S32_to_Ar36_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_removed);
-        rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 17.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_O17) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_O17) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_S32_to_p_Cl35_removed);
-    rate_eval.screened_rates(k_He4_S32_to_p_Cl35_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_removed);
-        rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(6.0_rt, 12.0_rt, 6.0_rt, 12.0_rt);
+        static_assert(scn_fac.z1 == 6.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_C12_C12) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_C12_C12) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 17.0_rt, 35.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 27.0_rt, 55.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Co55) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Co55) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Cl35_to_Ar36_removed);
-    rate_eval.screened_rates(k_p_Cl35_to_Ar36_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_removed);
-        rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cl35_to_He4_S32_removed);
-    rate_eval.screened_rates(k_p_Cl35_to_He4_S32_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_removed);
-        rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 18.0_rt, 36.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 15.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_N15) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_N15) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Ar36_to_Ca40_removed);
-    rate_eval.screened_rates(k_He4_Ar36_to_Ca40_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 10.0_rt, 20.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ne20) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ne20) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Ar36_to_p_K39_removed);
-    rate_eval.screened_rates(k_He4_Ar36_to_p_K39_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 13.0_rt, 27.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Al27) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Al27) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 19.0_rt, 39.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 25.0_rt, 51.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Mn51) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Mn51) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_K39_to_Ca40_removed);
-    rate_eval.screened_rates(k_p_K39_to_Ca40_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_removed);
-        rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 10.0_rt, 22.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ne22) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ne22) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_K39_to_He4_Ar36_removed);
-    rate_eval.screened_rates(k_p_K39_to_He4_Ar36_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_removed);
-        rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 11.0_rt, 23.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Na23) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Na23) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 20.0_rt, 40.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 18.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_O18) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_O18) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Ca40_to_Ti44_removed);
-    rate_eval.screened_rates(k_He4_Ca40_to_Ti44_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 26.0_rt, 52.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Fe52) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Fe52) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_removed);
-    rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 16.0_rt, 32.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_S32) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_S32) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 21.0_rt, 43.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 7.0_rt, 13.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_N13) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_N13) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Sc43_to_Ti44_removed);
-    rate_eval.screened_rates(k_p_Sc43_to_Ti44_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_removed);
-        rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 14.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_O14) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_O14) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_removed);
-    rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_removed);
-        rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 15.0_rt, 31.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_P31) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_P31) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 22.0_rt, 44.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 11.0_rt, 23.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Na23) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Na23) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Ti44_to_Cr48_removed);
-    rate_eval.screened_rates(k_He4_Ti44_to_Cr48_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 13.0_rt, 27.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Al27) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Al27) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Ti44_to_p_V47_removed);
-    rate_eval.screened_rates(k_He4_Ti44_to_p_V47_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 2.0_rt, 4.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_He4) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_He4) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 23.0_rt, 47.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 16.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_O16) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_V47_to_Cr48_removed);
-    rate_eval.screened_rates(k_p_V47_to_Cr48_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_removed);
-        rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 4.0_rt, 8.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Be8) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Be8) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_V47_to_He4_Ti44_removed);
-    rate_eval.screened_rates(k_p_V47_to_He4_Ti44_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_removed);
-        rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 7.0_rt, 14.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_N14) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_N14) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 24.0_rt, 48.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 14.0_rt, 28.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Cr48_to_Fe52_removed);
-    rate_eval.screened_rates(k_He4_Cr48_to_Fe52_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cr48_to_Fe52_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Cr48_to_Fe52_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Si28) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Si28) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Cr48_to_p_Mn51_removed);
-    rate_eval.screened_rates(k_He4_Cr48_to_p_Mn51_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cr48_to_p_Mn51_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Cr48_to_p_Mn51_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 17.0_rt, 35.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Cl35) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Cl35) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 25.0_rt, 51.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 9.0_rt, 17.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_F17) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_F17) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Mn51_to_Fe52_removed);
-    rate_eval.screened_rates(k_p_Mn51_to_Fe52_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_removed);
-        rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(8.0_rt, 16.0_rt, 8.0_rt, 16.0_rt);
+        static_assert(scn_fac.z1 == 8.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_O16_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_O16_O16) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_removed);
-    rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_removed);
-        rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 15.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_O15) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_O15) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 26.0_rt, 52.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 13.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_N13) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_N13) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Fe52_to_Ni56_removed);
-    rate_eval.screened_rates(k_He4_Fe52_to_Ni56_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+}
+#endif
 
-    ratraw = rate_eval.screened_rates(k_He4_Fe52_to_p_Co55_removed);
-    rate_eval.screened_rates(k_He4_Fe52_to_p_Co55_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_Co55_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_Co55_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
 
+template <int do_T_derivatives, typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void evaluate_rates(const burn_t& state,
+                    const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                    T& rate_eval) {
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 27.0_rt, 55.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
+    // here Y is consistent with state.xn
 
-    ratraw = rate_eval.screened_rates(k_p_Co55_to_Ni56_removed);
-    rate_eval.screened_rates(k_p_Co55_to_Ni56_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_removed);
-        rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
 
-    ratraw = rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_removed);
-    rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_removed);
-        rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    const tf_t tfactors = evaluate_tfactors(state.T);
 
+    // Precompute screening terms
+
+#ifdef SCREENING
+    evaluate_screening<do_T_derivatives, T>(state, Y, rate_eval);
 #endif
 
+    // Fill in different rates
+
+    fill_reaclib_rates<do_T_derivatives, T>(tfactors, rate_eval);
+
+    temp_tabular::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
+
+    // fill modified rates next -- these can have ReacLib or
+    // TemperatureTabular/StarLib rates as the original rate
+    modified_rates::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
+
+    // Calculate Derived Rates next. This should go last but before
+    // approx rates, since those may have ReacLibRate,
+    // TemperatureTabularRate / StarLibRate, or DerivedRate as the
+    // underlying rate.
+
+    fill_derived_rates<do_T_derivatives, T>(tfactors, rate_eval);
+
+
     // Fill approximate rates
 
     fill_approx_rates<do_T_derivatives, T>(tfactors, state.rho, Y, rate_eval);
 
-    // Calculate tabular rates
+    // Calculate tabular weak rates
 
     [[maybe_unused]] amrex::Real rate, drate_dt, edot_nu, edot_gamma;
 
@@ -1320,7 +807,7 @@ void evaluate_rates(const burn_t& state,
 
 // backwards-compatible wrapper
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void evaluate_rates(const burn_t& state,
                     T& rate_eval) {
 
@@ -1335,17 +822,19 @@ void evaluate_rates(const burn_t& state,
 
 
 #ifdef NSE_NET
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_ydot_weak(const burn_t& state,
-             amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
-             amrex::Real& enuc_weak,
-             [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y) {
+                   amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
+                   amrex::Real& enuc_weak,
+                   [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y) {
     ///
     /// Calculate Ydots contribute only from weak reactions.
     /// This is used to calculate dyedt and energy generation from
     /// weak reactions for self-consistent NSE
     ///
 
+    using namespace modified_rates;
+    using namespace temp_tabular;
 
     // initialize ydot_nuc to 0
 
@@ -1355,81 +844,141 @@ void get_ydot_weak(const burn_t& state,
 
     rate_t rate_eval;
 
-    [[maybe_unused]] amrex::Real rate, drate_dt, edot_nu, edot_gamma;
+    constexpr int do_T_derivatives = 0;
+    [[maybe_unused]] amrex::Real rate, drate_dT, edot_nu, edot_gamma;
     [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
 
     rate_eval.enuc_weak = 0.0_rt;
 
-    // Calculate tabular rates and get ydot_weak
+    // Compute all weak rates and get ydot_weak
+
+#ifdef SCREENING
+    {
+        plasma_state_t<amrex::Real> pstate{};
+        fill_plasma_state(pstate, state.T, state.rho, Y);
+        amrex::Real log_scor, dlog_scor_dT;
+        {
+            constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 12.0_rt, 24.0_rt);
+            static_assert(scn_fac.z1 == 1.0_rt);
+            actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+            rate_eval.log_screen(k_p_Mg24) = log_scor;
+        }
+
+    }
+#endif
+
+    const tf_t tfactors = evaluate_tfactors(state.T);
+
+    {
+        // N13_to_C13_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_N13_to_C13_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_N13_to_C13_reaclib) = rate;
+    }
+
+    {
+        // O14_to_N14_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O14_to_N14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O14_to_N14_reaclib) = rate;
+    }
+
+    {
+        // O15_to_N15_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O15_to_N15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O15_to_N15_reaclib) = rate;
+    }
+
+    {
+        // p_Mg24_to_Na22_He4_modified
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Mg24);
+#endif
+        rate_p_Mg24_to_Na22_He4_modified<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Mg24_to_Na22_He4_modified) = rate;
+    }
 
     amrex::Real log_temp = std::log10(state.T);
     amrex::Real log_rhoy = std::log10(rhoy);
 
     tabular_evaluate(j_F17_O17_meta, j_F17_O17_rhoy, j_F17_O17_temp, j_F17_O17_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_F17_to_O17_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(F17) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_O17_F17_meta, j_O17_F17_rhoy, j_O17_F17_temp, j_O17_F17_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_O17_to_F17_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(O17) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_F18_Ne18_meta, j_F18_Ne18_rhoy, j_F18_Ne18_temp, j_F18_Ne18_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_F18_to_Ne18_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(F18) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_F18_O18_meta, j_F18_O18_rhoy, j_F18_O18_temp, j_F18_O18_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_F18_to_O18_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(F18) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ne18_F18_meta, j_Ne18_F18_rhoy, j_Ne18_F18_temp, j_Ne18_F18_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ne18_to_F18_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ne18) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_O18_F18_meta, j_O18_F18_rhoy, j_O18_F18_temp, j_O18_F18_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_O18_to_F18_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(O18) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_F19_Ne19_meta, j_F19_Ne19_rhoy, j_F19_Ne19_temp, j_F19_Ne19_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_F19_to_Ne19_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(F19) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ne19_F19_meta, j_Ne19_F19_rhoy, j_Ne19_F19_temp, j_Ne19_F19_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ne19_to_F19_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ne19) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Na21_Ne21_meta, j_Na21_Ne21_rhoy, j_Na21_Ne21_temp, j_Na21_Ne21_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Na21_to_Ne21_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Na21) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ne21_Na21_meta, j_Ne21_Na21_rhoy, j_Ne21_Na21_temp, j_Ne21_Na21_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ne21_to_Na21_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ne21) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Na22_Ne22_meta, j_Na22_Ne22_rhoy, j_Na22_Ne22_temp, j_Na22_Ne22_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Na22_to_Ne22_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Na22) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ne22_Na22_meta, j_Ne22_Na22_rhoy, j_Ne22_Na22_temp, j_Ne22_Na22_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ne22_to_Na22_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ne22) * (edot_nu + edot_gamma);
 
-    auto screened_rates = rate_eval.screened_rates;
 
-    ydot_nuc(H1) = 0.0_rt;
+    const auto& screened_rates = rate_eval.screened_rates;
+
+    ydot_nuc(H1) =
+        -2.0*screened_rates(k_p_Mg24_to_Na22_He4_modified)*Y(Mg24)*Y(H1)*state.rho;
 
-    ydot_nuc(He4) = 0.0_rt;
+    ydot_nuc(He4) =
+        screened_rates(k_p_Mg24_to_Na22_He4_modified)*Y(Mg24)*Y(H1)*state.rho;
 
     ydot_nuc(C12) = 0.0_rt;
 
@@ -1487,11 +1036,13 @@ void get_ydot_weak(const burn_t& state,
         (-screened_rates(k_Na21_to_Ne21_weaktab)*Y(Na21) + screened_rates(k_Ne21_to_Na21_weaktab)*Y(Ne21));
 
     ydot_nuc(Na22) =
+        screened_rates(k_p_Mg24_to_Na22_He4_modified)*Y(Mg24)*Y(H1)*state.rho +
         (-screened_rates(k_Na22_to_Ne22_weaktab)*Y(Na22) + screened_rates(k_Ne22_to_Na22_weaktab)*Y(Ne22));
 
     ydot_nuc(Na23) = 0.0_rt;
 
-    ydot_nuc(Mg24) = 0.0_rt;
+    ydot_nuc(Mg24) =
+        -screened_rates(k_p_Mg24_to_Na22_He4_modified)*Y(Mg24)*Y(H1)*state.rho;
 
     ydot_nuc(Al27) = 0.0_rt;
 
@@ -1518,7 +1069,7 @@ void get_ydot_weak(const burn_t& state,
 #endif
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void rhs_nuc(const burn_t& state,
              amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
              const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
@@ -1832,7 +1383,7 @@ void rhs_nuc(const burn_t& state,
 }
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void actual_rhs (const burn_t& state, amrex::Array1D<amrex::Real, 1, neqs>& ydot)
 {
 
@@ -1879,7 +1430,7 @@ void actual_rhs (const burn_t& state, amrex::Array1D<amrex::Real, 1, neqs>& ydot
 
 
 template<class MatrixType>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void jac_nuc(const burn_t& state,
              MatrixType& jac,
              const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
@@ -4493,7 +4044,7 @@ void jac_nuc(const burn_t& state,
 
 
 template<class MatrixType>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void actual_jac(const burn_t& state, MatrixType& jac)
 {
 
diff --git a/networks/he-burn/cno-he-burn-34am/approximate_rates.H b/networks/he-burn/cno-he-burn-34am/approximate_rates.H
new file mode 100644
index 0000000000..cb7a05d244
--- /dev/null
+++ b/networks/he-burn/cno-he-burn-34am/approximate_rates.H
@@ -0,0 +1,355 @@
+#ifndef APPROXIMATE_RATES_H
+#define APPROXIMATE_RATES_H
+
+#include <AMReX.H>
+#include <AMReX_Print.H>
+
+#include <tfactors.H>
+#include <actual_network.H>
+#include <rate_type.H>
+
+using namespace Rates;
+using namespace Species;
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_S32_He4_to_Ar36_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Cl35_to_Ar36_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Cl35_to_He4_S32_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ag = rate_eval.screened_rates(k_He4_S32_to_Ar36_reaclib);
+    amrex::Real r_ap = rate_eval.screened_rates(k_He4_S32_to_p_Cl35_derived);
+    rate = r_ag + r_ap * r_pg * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_reaclib);
+        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_reaclib);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ar36_to_S32_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Cl35_to_Ar36_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Cl35_to_He4_S32_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ga = rate_eval.screened_rates(k_Ar36_to_He4_S32_derived);
+    amrex::Real r_gp = rate_eval.screened_rates(k_Ar36_to_p_Cl35_derived);
+    rate = r_ga + r_gp * r_pa * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ar36_to_He4_S32_derived);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_reaclib);
+        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ar36_to_p_Cl35_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ar36_He4_to_Ca40_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_K39_to_Ca40_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_K39_to_He4_Ar36_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ar36_to_Ca40_reaclib);
+    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ar36_to_p_K39_derived);
+    rate = r_ag + r_ap * r_pg * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_reaclib);
+        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_reaclib);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca40_to_Ar36_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_K39_to_Ca40_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_K39_to_He4_Ar36_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ga = rate_eval.screened_rates(k_Ca40_to_He4_Ar36_derived);
+    amrex::Real r_gp = rate_eval.screened_rates(k_Ca40_to_p_K39_derived);
+    rate = r_ga + r_gp * r_pa * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ca40_to_He4_Ar36_derived);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_reaclib);
+        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ca40_to_p_K39_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca40_He4_to_Ti44_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Sc43_to_Ti44_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ca40_to_Ti44_reaclib);
+    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_derived);
+    rate = r_ag + r_ap * r_pg * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_reaclib);
+        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_reaclib);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti44_to_Ca40_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Sc43_to_Ti44_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ga = rate_eval.screened_rates(k_Ti44_to_He4_Ca40_derived);
+    amrex::Real r_gp = rate_eval.screened_rates(k_Ti44_to_p_Sc43_derived);
+    rate = r_ga + r_gp * r_pa * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ti44_to_He4_Ca40_derived);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_reaclib);
+        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ti44_to_p_Sc43_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti44_He4_to_Cr48_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_V47_to_Cr48_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_V47_to_He4_Ti44_derived);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ti44_to_Cr48_reaclib);
+    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ti44_to_p_V47_reaclib);
+    rate = r_ag + r_ap * r_pg * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_reaclib);
+        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_reaclib);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_reaclib);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_derived);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr48_to_Ti44_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_V47_to_Cr48_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_V47_to_He4_Ti44_derived);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ga = rate_eval.screened_rates(k_Cr48_to_He4_Ti44_derived);
+    amrex::Real r_gp = rate_eval.screened_rates(k_Cr48_to_p_V47_derived);
+    rate = r_ga + r_gp * r_pa * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Cr48_to_He4_Ti44_derived);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_derived);
+        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Cr48_to_p_V47_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr48_He4_to_Fe52_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Mn51_to_Fe52_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_derived);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Cr48_to_Fe52_reaclib);
+    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Cr48_to_p_Mn51_reaclib);
+    rate = r_ag + r_ap * r_pg * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Cr48_to_Fe52_reaclib);
+        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Cr48_to_p_Mn51_reaclib);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_reaclib);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_derived);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe52_to_Cr48_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Mn51_to_Fe52_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_derived);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ga = rate_eval.screened_rates(k_Fe52_to_He4_Cr48_derived);
+    amrex::Real r_gp = rate_eval.screened_rates(k_Fe52_to_p_Mn51_derived);
+    rate = r_ga + r_gp * r_pa * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Fe52_to_He4_Cr48_derived);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_derived);
+        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Fe52_to_p_Mn51_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe52_He4_to_Ni56_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Co55_to_Ni56_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_derived);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Fe52_to_Ni56_reaclib);
+    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Fe52_to_p_Co55_reaclib);
+    rate = r_ag + r_ap * r_pg * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_reaclib);
+        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_Co55_reaclib);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_reaclib);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_derived);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni56_to_Fe52_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Co55_to_Ni56_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_derived);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ga = rate_eval.screened_rates(k_Ni56_to_He4_Fe52_derived);
+    amrex::Real r_gp = rate_eval.screened_rates(k_Ni56_to_p_Co55_derived);
+    rate = r_ga + r_gp * r_pa * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ni56_to_He4_Fe52_derived);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_derived);
+        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ni56_to_p_Co55_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+
+
+template <int do_T_derivatives, typename T>
+AMREX_GPU_HOST_DEVICE AMREX_INLINE
+void
+fill_approx_rates([[maybe_unused]] const tf_t& tfactors,
+                  [[maybe_unused]] const amrex::Real rho,
+                  [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                  [[maybe_unused]] T& rate_eval)
+{
+
+    [[maybe_unused]] amrex::Real rate{};
+    [[maybe_unused]] amrex::Real drate_dT{};
+
+    rate_S32_He4_to_Ar36_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_S32_He4_to_Ar36_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_S32_He4_to_Ar36_approx) = drate_dT;
+    }
+
+    rate_Ar36_to_S32_He4_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ar36_to_S32_He4_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ar36_to_S32_He4_approx) = drate_dT;
+    }
+
+    rate_Ar36_He4_to_Ca40_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ar36_He4_to_Ca40_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ar36_He4_to_Ca40_approx) = drate_dT;
+    }
+
+    rate_Ca40_to_Ar36_He4_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ca40_to_Ar36_He4_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ca40_to_Ar36_He4_approx) = drate_dT;
+    }
+
+    rate_Ca40_He4_to_Ti44_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ca40_He4_to_Ti44_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ca40_He4_to_Ti44_approx) = drate_dT;
+    }
+
+    rate_Ti44_to_Ca40_He4_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ti44_to_Ca40_He4_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ti44_to_Ca40_He4_approx) = drate_dT;
+    }
+
+    rate_Ti44_He4_to_Cr48_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ti44_He4_to_Cr48_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ti44_He4_to_Cr48_approx) = drate_dT;
+    }
+
+    rate_Cr48_to_Ti44_He4_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Cr48_to_Ti44_He4_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Cr48_to_Ti44_He4_approx) = drate_dT;
+    }
+
+    rate_Cr48_He4_to_Fe52_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Cr48_He4_to_Fe52_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Cr48_He4_to_Fe52_approx) = drate_dT;
+    }
+
+    rate_Fe52_to_Cr48_He4_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Fe52_to_Cr48_He4_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Fe52_to_Cr48_He4_approx) = drate_dT;
+    }
+
+    rate_Fe52_He4_to_Ni56_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Fe52_He4_to_Ni56_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Fe52_He4_to_Ni56_approx) = drate_dT;
+    }
+
+    rate_Ni56_to_Fe52_He4_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ni56_to_Fe52_He4_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ni56_to_Fe52_He4_approx) = drate_dT;
+    }
+
+
+}
+
+#endif
diff --git a/networks/he-burn/cno-he-burn-34am/cno-he-burn-34am.png b/networks/he-burn/cno-he-burn-34am/cno-he-burn-34am.png
index 69b8db9878..49f722189e 100644
Binary files a/networks/he-burn/cno-he-burn-34am/cno-he-burn-34am.png and b/networks/he-burn/cno-he-burn-34am/cno-he-burn-34am.png differ
diff --git a/networks/he-burn/cno-he-burn-34am/derived_rates.H b/networks/he-burn/cno-he-burn-34am/derived_rates.H
index 97a2cc302e..e2b2a38fca 100644
--- a/networks/he-burn/cno-he-burn-34am/derived_rates.H
+++ b/networks/he-burn/cno-he-burn-34am/derived_rates.H
@@ -10,8 +10,8 @@
 using namespace Rates;
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_N13_to_p_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_N13_to_p_C12_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // N13 --> p + C12
 
@@ -49,13 +49,13 @@ void rate_N13_to_p_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  40.059128683693466 + -22.553277271250543 * tfactors.T9i + -13.692 * tfactors.T913i + -0.230881 * tfactors.T913
                          + 4.44362 * tfactors.T9 + -3.15898 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  22.553277271250543 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -13.692 * tfactors.T943i + (1.0/3.0) * -0.230881 * tfactors.T923i
                                   + 4.44362 + (5.0/3.0) * -3.15898 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -70,13 +70,13 @@ void rate_N13_to_p_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  40.45372868369347 + -26.331767271250545 * tfactors.T9i + -5.10735 * tfactors.T913i + -2.24111 * tfactors.T913
                          + 0.148883 * tfactors.T9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  26.331767271250545 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -5.10735 * tfactors.T943i + (1.0/3.0) * -2.24111 * tfactors.T923i
                                   + 0.148883;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -90,8 +90,8 @@ void rate_N13_to_p_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_N14_to_p_C13_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_N14_to_p_C13_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // N14 --> p + C13
 
@@ -129,13 +129,13 @@ void rate_N14_to_p_C13_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  41.72421240281699 + -87.62065170634826 * tfactors.T9i + -13.72 * tfactors.T913i + -0.450018 * tfactors.T913
                          + 3.70823 * tfactors.T9 + -1.70545 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  87.62065170634826 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -13.72 * tfactors.T943i + (1.0/3.0) * -0.450018 * tfactors.T923i
                                   + 3.70823 + (5.0/3.0) * -1.70545 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -150,13 +150,13 @@ void rate_N14_to_p_C13_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  37.17241240281699 + -93.40212170634825 * tfactors.T9i + -0.196703 * tfactors.T913
                          + 0.142126 * tfactors.T9 + -0.0238912 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  93.40212170634825 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.196703 * tfactors.T923i
                                   + 0.142126 + (5.0/3.0) * -0.0238912 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -170,12 +170,12 @@ void rate_N14_to_p_C13_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // ReacLib set derived from nacrr
     ln_set_rate =  38.39121240281698 + -101.17495170634825 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  101.17495170634825 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -189,8 +189,8 @@ void rate_N14_to_p_C13_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O14_to_p_N13_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O14_to_p_N13_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // O14 --> p + N13
 
@@ -226,12 +226,12 @@ void rate_O14_to_p_N13_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // ReacLib set derived from lg06r
     ln_set_rate =  35.3038971632548 + -59.81629660012578 * tfactors.T9i + 1.57122 * tfactors.T913i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  59.81629660012578 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 1.57122 * tfactors.T943i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -246,13 +246,13 @@ void rate_O14_to_p_N13_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  42.44239716325481 + -53.690276600125785 * tfactors.T9i + -15.1676 * tfactors.T913i + 0.0955166 * tfactors.T913
                          + 3.0659 * tfactors.T9 + -0.507339 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  53.690276600125785 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -15.1676 * tfactors.T943i + (1.0/3.0) * 0.0955166 * tfactors.T923i
                                   + 3.0659 + (5.0/3.0) * -0.507339 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -266,8 +266,8 @@ void rate_O14_to_p_N13_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O15_to_p_N14_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O15_to_p_N14_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // O15 --> p + N14
 
@@ -304,13 +304,13 @@ void rate_O15_to_p_N14_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  30.76303704754867 + -89.56670699689953 * tfactors.T9i
                          + 1.5682 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  89.56670699689953 * tfactors.T9i * tfactors.T9i
                                   + 1.5682 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -324,12 +324,12 @@ void rate_O15_to_p_N14_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // ReacLib set derived from im05r
     ln_set_rate =  31.68169704754867 + -87.67370699689953 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  87.67370699689953 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -344,13 +344,13 @@ void rate_O15_to_p_N14_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  44.144157047548674 + -84.67570699689952 * tfactors.T9i + -15.193 * tfactors.T913i + -4.63975 * tfactors.T913
                          + 9.73458 * tfactors.T9 + -9.55051 * tfactors.T953 + 1.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  84.67570699689952 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -15.193 * tfactors.T943i + (1.0/3.0) * -4.63975 * tfactors.T923i
                                   + 9.73458 + (5.0/3.0) * -9.55051 * tfactors.T923 + 1.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -365,13 +365,13 @@ void rate_O15_to_p_N14_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  41.03725704754867 + -84.67570699689952 * tfactors.T9i + -15.193 * tfactors.T913i + -0.161954 * tfactors.T913
                          + -7.52123 * tfactors.T9 + -0.987565 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  84.67570699689952 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -15.193 * tfactors.T943i + (1.0/3.0) * -0.161954 * tfactors.T923i
                                   + -7.52123 + (5.0/3.0) * -0.987565 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -385,8 +385,8 @@ void rate_O15_to_p_N14_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_to_p_N15_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O16_to_p_N15_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // O16 --> p + N15
 
@@ -423,13 +423,13 @@ void rate_O16_to_p_N15_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  38.86679552635226 + -150.96226378057287 * tfactors.T9i
                          + 0.0459037 * tfactors.T9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  150.96226378057287 * tfactors.T9i * tfactors.T9i
                                   + 0.0459037;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -443,12 +443,12 @@ void rate_O16_to_p_N15_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // ReacLib set derived from li10r
     ln_set_rate =  30.912955526352267 + -143.65591378057286 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  143.65591378057286 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -463,13 +463,13 @@ void rate_O16_to_p_N15_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  44.33999552635227 + -140.73276378057287 * tfactors.T9i + -15.24 * tfactors.T913i + 0.334926 * tfactors.T913
                          + 4.59088 * tfactors.T9 + -4.78468 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  140.73276378057287 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -15.24 * tfactors.T943i + (1.0/3.0) * 0.334926 * tfactors.T923i
                                   + 4.59088 + (5.0/3.0) * -4.78468 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -483,8 +483,8 @@ void rate_O16_to_p_N15_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_to_He4_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O16_to_He4_C12_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // O16 --> He4 + C12
 
@@ -521,13 +521,13 @@ void rate_O16_to_He4_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  279.29694929711803 + -84.95157686791683 * tfactors.T9i + 103.411 * tfactors.T913i + -420.567 * tfactors.T913
                          + 64.0874 * tfactors.T9 + -12.4624 * tfactors.T953 + 138.803 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  84.95157686791683 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 103.411 * tfactors.T943i + (1.0/3.0) * -420.567 * tfactors.T923i
                                   + 64.0874 + (5.0/3.0) * -12.4624 * tfactors.T923 + 138.803 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -542,13 +542,13 @@ void rate_O16_to_He4_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  94.31554929711803 + -84.50314686791683 * tfactors.T9i + 58.9128 * tfactors.T913i + -148.273 * tfactors.T913
                          + 9.08324 * tfactors.T9 + -0.541041 * tfactors.T953 + 71.8554 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  84.50314686791683 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 58.9128 * tfactors.T943i + (1.0/3.0) * -148.273 * tfactors.T923i
                                   + 9.08324 + (5.0/3.0) * -0.541041 * tfactors.T923 + 71.8554 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -562,8 +562,8 @@ void rate_O16_to_He4_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_F17_to_p_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_F17_to_p_O16_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // F17 --> p + O16
 
@@ -599,13 +599,13 @@ void rate_F17_to_p_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  40.93184403787935 + -6.965832070525503 * tfactors.T9i + -16.696 * tfactors.T913i + -1.16252 * tfactors.T913
                          + 0.267703 * tfactors.T9 + -0.0338411 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  6.965832070525503 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -16.696 * tfactors.T943i + (1.0/3.0) * -1.16252 * tfactors.T923i
                                   + 0.267703 + (5.0/3.0) * -0.0338411 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -619,8 +619,8 @@ void rate_F17_to_p_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_F18_to_p_O17_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_F18_to_p_O17_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // F18 --> p + O17
 
@@ -656,13 +656,13 @@ void rate_F18_to_p_O17_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  33.72287495567065 + -71.29605321275191 * tfactors.T9i + 2.31435 * tfactors.T913
                          + -0.302835 * tfactors.T9 + 0.020133 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  71.29605321275191 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 2.31435 * tfactors.T923i
                                   + -0.302835 + (5.0/3.0) * 0.020133 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -676,12 +676,12 @@ void rate_F18_to_p_O17_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // ReacLib set derived from il10r
     ln_set_rate =  11.255394955670651 + -65.81406921275192 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  65.81406921275192 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -696,13 +696,13 @@ void rate_F18_to_p_O17_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  40.22529495567065 + -65.06777321275192 * tfactors.T9i + -16.4035 * tfactors.T913i + 4.31885 * tfactors.T913
                          + -0.709921 * tfactors.T9 + -2.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  65.06777321275192 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -16.4035 * tfactors.T943i + (1.0/3.0) * 4.31885 * tfactors.T923i
                                   + -0.709921 + (5.0/3.0) * -2.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -716,8 +716,8 @@ void rate_F18_to_p_O17_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_F18_to_He4_N14_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_F18_to_He4_N14_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // F18 --> He4 + N14
 
@@ -753,12 +753,12 @@ void rate_F18_to_He4_N14_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     // ReacLib set derived from il10r
     ln_set_rate =  38.61662473666887 + -62.20224752987261 * tfactors.T9i + -5.6227 * tfactors.T913i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  62.20224752987261 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -5.6227 * tfactors.T943i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -772,12 +772,12 @@ void rate_F18_to_He4_N14_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     // ReacLib set derived from il10r
     ln_set_rate =  24.91396273666887 + -56.396987529872604 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  56.396987529872604 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -792,13 +792,13 @@ void rate_F18_to_He4_N14_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  46.25102473666887 + -51.236647529872606 * tfactors.T9i + -36.2504 * tfactors.T913i
                          + -5.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  51.236647529872606 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -36.2504 * tfactors.T943i
                                   + (5.0/3.0) * -5.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -812,8 +812,8 @@ void rate_F18_to_He4_N14_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_F19_to_p_O18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_F19_to_p_O18_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // F19 --> p + O18
 
@@ -849,13 +849,13 @@ void rate_F19_to_p_O18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  42.868088644181995 + -92.7618744782197 * tfactors.T9i + -16.7246 * tfactors.T913i
                          + -3.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  92.7618744782197 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -16.7246 * tfactors.T943i
                                   + (5.0/3.0) * -3.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -870,13 +870,13 @@ void rate_F19_to_p_O18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  30.219848644181997 + -99.4871744782197 * tfactors.T9i + 3.99059 * tfactors.T913
                          + -0.593127 * tfactors.T9 + 0.0877534 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  99.4871744782197 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 3.99059 * tfactors.T923i
                                   + -0.593127 + (5.0/3.0) * 0.0877534 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -890,12 +890,12 @@ void rate_F19_to_p_O18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // ReacLib set derived from il10r
     ln_set_rate =  28.027568644181997 + -94.41868447821969 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  94.41868447821969 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -909,12 +909,12 @@ void rate_F19_to_p_O18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // ReacLib set derived from il10r
     ln_set_rate =  -12.056811355818002 + -93.0066174782197 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  93.0066174782197 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -928,8 +928,8 @@ void rate_F19_to_p_O18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_F19_to_He4_N15_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_F19_to_He4_N15_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // F19 --> He4 + N15
 
@@ -966,13 +966,13 @@ void rate_F19_to_He4_N15_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -4.0595772096034 + -50.77806404408662 * tfactors.T9i + 35.4292 * tfactors.T913
                          + -5.5767 * tfactors.T9 + 0.441293 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  50.77806404408662 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 35.4292 * tfactors.T923i
                                   + -5.5767 + (5.0/3.0) * 0.441293 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -986,12 +986,12 @@ void rate_F19_to_He4_N15_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     // ReacLib set derived from il10r
     ln_set_rate =  28.273522790396598 + -53.56282404408662 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  53.56282404408662 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1005,12 +1005,12 @@ void rate_F19_to_He4_N15_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     // ReacLib set derived from il10r
     ln_set_rate =  15.3204027903966 + -50.75615404408662 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  50.75615404408662 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1025,13 +1025,13 @@ void rate_F19_to_He4_N15_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  50.130922790396596 + -46.57820404408662 * tfactors.T9i + -36.2324 * tfactors.T913i
                          + -2.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  46.57820404408662 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -36.2324 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1045,8 +1045,8 @@ void rate_F19_to_He4_N15_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ne18_to_p_F17_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ne18_to_p_F17_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ne18 --> p + F17
 
@@ -1082,13 +1082,13 @@ void rate_Ne18_to_p_F17_derived(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  17.58370046698957 + -45.55769965436449 * tfactors.T9i + -14.2191 * tfactors.T913i + 34.0647 * tfactors.T913
                          + -16.5698 * tfactors.T9 + 2.48116 * tfactors.T953 + -0.6337600000000001 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  45.55769965436449 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -14.2191 * tfactors.T943i + (1.0/3.0) * 34.0647 * tfactors.T923i
                                   + -16.5698 + (5.0/3.0) * 2.48116 * tfactors.T923 + -0.6337600000000001 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1103,13 +1103,13 @@ void rate_Ne18_to_p_F17_derived(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  53.00858046698957 + -50.485039254364494 * tfactors.T9i + -21.3249 * tfactors.T913i + -0.230774 * tfactors.T913
                          + 0.917931 * tfactors.T9 + -0.0440377 * tfactors.T953 + -5.86014 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  50.485039254364494 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -21.3249 * tfactors.T943i + (1.0/3.0) * -0.230774 * tfactors.T923i
                                   + 0.917931 + (5.0/3.0) * -0.0440377 * tfactors.T923 + -5.86014 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1123,8 +1123,8 @@ void rate_Ne18_to_p_F17_derived(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ne18_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ne18_to_He4_O14_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ne18 --> He4 + O14
 
@@ -1160,13 +1160,13 @@ void rate_Ne18_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  51.160347955038674 + -59.35823432141371 * tfactors.T9i + -39.38 * tfactors.T913i + -0.0772187 * tfactors.T913
                          + -0.635361 * tfactors.T9 + 0.106236 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  59.35823432141371 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.38 * tfactors.T943i + (1.0/3.0) * -0.0772187 * tfactors.T923i
                                   + -0.635361 + (5.0/3.0) * 0.106236 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1181,13 +1181,13 @@ void rate_Ne18_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  20.01796795503867 + -71.51723432141371 * tfactors.T9i
                          + 6.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  71.51723432141371 * tfactors.T9i * tfactors.T9i
                                   + 6.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1201,12 +1201,12 @@ void rate_Ne18_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     // ReacLib set derived from wh87r
     ln_set_rate =  28.243807955038672 + -81.96823432141372 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  81.96823432141372 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1220,12 +1220,12 @@ void rate_Ne18_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     // ReacLib set derived from wh87r
     ln_set_rate =  22.56327795503867 + -71.08823432141371 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  71.08823432141371 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1239,8 +1239,8 @@ void rate_Ne18_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ne19_to_p_F18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ne19_to_p_F18_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ne19 --> p + F18
 
@@ -1276,13 +1276,13 @@ void rate_Ne19_to_p_F18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  18.192220240787112 + -77.27667559674641 * tfactors.T9i + 13.1683 * tfactors.T913
                          + -1.92023 * tfactors.T9 + 0.16901 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  77.27667559674641 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 13.1683 * tfactors.T923i
                                   + -1.92023 + (5.0/3.0) * 0.16901 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1297,13 +1297,13 @@ void rate_Ne19_to_p_F18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -5.39950975921289 + -74.78415559674642 * tfactors.T9i + 22.4903 * tfactors.T913
                          + 0.307872 * tfactors.T9 + -0.296226 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  74.78415559674642 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 22.4903 * tfactors.T923i
                                   + 0.307872 + (5.0/3.0) * -0.296226 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1318,13 +1318,13 @@ void rate_Ne19_to_p_F18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  81.45789024078711 + -74.38520559674642 * tfactors.T9i + -21.4023 * tfactors.T913i + -93.766 * tfactors.T913
                          + 179.258 * tfactors.T9 + -202.561 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  74.38520559674642 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -21.4023 * tfactors.T943i + (1.0/3.0) * -93.766 * tfactors.T923i
                                   + 179.258 + (5.0/3.0) * -202.561 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1338,8 +1338,8 @@ void rate_Ne19_to_p_F18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ne19_to_He4_O15_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ne19_to_He4_O15_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ne19 --> He4 + O15
 
@@ -1375,13 +1375,13 @@ void rate_Ne19_to_He4_O15_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -7.510242070092687 + -45.15053612970033 * tfactors.T9i + -3.24609 * tfactors.T913i + 44.4647 * tfactors.T913
                          + -9.79962 * tfactors.T9 + 0.841782 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  45.15053612970033 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -3.24609 * tfactors.T943i + (1.0/3.0) * 44.4647 * tfactors.T923i
                                   + -9.79962 + (5.0/3.0) * 0.841782 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1395,12 +1395,12 @@ void rate_Ne19_to_He4_O15_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     // ReacLib set derived from dc11r
     ln_set_rate =  24.694111429907313 + -46.83053612970032 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  46.83053612970032 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1415,13 +1415,13 @@ void rate_Ne19_to_He4_O15_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  51.03075792990731 + -40.946146129700324 * tfactors.T9i + -39.578 * tfactors.T913i
                          + -3.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  40.946146129700324 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.578 * tfactors.T943i
                                   + (5.0/3.0) * -3.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1435,8 +1435,8 @@ void rate_Ne19_to_He4_O15_derived(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ne20_to_p_F19_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ne20_to_p_F19_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ne20 --> p + F19
 
@@ -1472,13 +1472,13 @@ void rate_Ne20_to_p_F19_derived(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  18.711255537457795 + -156.78628300750532 * tfactors.T9i + 31.6442 * tfactors.T913i + -58.6563 * tfactors.T913
                          + 67.7365 * tfactors.T9 + -22.9721 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  156.78628300750532 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 31.6442 * tfactors.T943i + (1.0/3.0) * -58.6563 * tfactors.T923i
                                   + 67.7365 + (5.0/3.0) * -22.9721 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1493,13 +1493,13 @@ void rate_Ne20_to_p_F19_derived(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  36.72378553745779 + -150.75597300750533 * tfactors.T9i + -11.3832 * tfactors.T913i + 5.47872 * tfactors.T913
                          + -1.07203 * tfactors.T9 + 0.11196 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  150.75597300750533 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -11.3832 * tfactors.T943i + (1.0/3.0) * 5.47872 * tfactors.T923i
                                   + -1.07203 + (5.0/3.0) * 0.11196 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1514,13 +1514,13 @@ void rate_Ne20_to_p_F19_derived(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  42.62288553745779 + -149.04214300750533 * tfactors.T9i + -18.116 * tfactors.T913i + -1.4622 * tfactors.T913
                          + 6.95113 * tfactors.T9 + -2.90366 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  149.04214300750533 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -18.116 * tfactors.T943i + (1.0/3.0) * -1.4622 * tfactors.T923i
                                   + 6.95113 + (5.0/3.0) * -2.90366 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1534,8 +1534,8 @@ void rate_Ne20_to_p_F19_derived(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ne20 --> He4 + O16
 
@@ -1570,12 +1570,12 @@ void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     // ReacLib set derived from co10r
     ln_set_rate =  28.644822801502126 + -65.24608327101186 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  65.24608327101186 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1590,13 +1590,13 @@ void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  48.662112801502126 + -54.887583271011856 * tfactors.T9i + -39.7262 * tfactors.T913i + -0.210799 * tfactors.T913
                          + 0.442879 * tfactors.T9 + -0.0797753 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  54.887583271011856 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.7262 * tfactors.T943i + (1.0/3.0) * -0.210799 * tfactors.T923i
                                   + 0.442879 + (5.0/3.0) * -0.0797753 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1611,13 +1611,13 @@ void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  34.267592801502126 + -67.65188327101185 * tfactors.T9i + -3.65925 * tfactors.T913
                          + 0.714224 * tfactors.T9 + -0.00107508 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  67.65188327101185 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -3.65925 * tfactors.T923i
                                   + 0.714224 + (5.0/3.0) * -0.00107508 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1631,8 +1631,8 @@ void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ne21_to_He4_O17_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ne21_to_He4_O17_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ne21 --> He4 + O17
 
@@ -1668,13 +1668,13 @@ void rate_Ne21_to_He4_O17_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  0.09298411543850094 + -90.7784662204353 * tfactors.T9i + 123.363 * tfactors.T913i + -87.4351 * tfactors.T913
                          + -3.40974e-06 * tfactors.T9 + -57.0469 * tfactors.T953 + 83.7218 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  90.7784662204353 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 123.363 * tfactors.T943i + (1.0/3.0) * -87.4351 * tfactors.T923i
                                   + -3.40974e-06 + (5.0/3.0) * -57.0469 * tfactors.T923 + 83.7218 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1689,13 +1689,13 @@ void rate_Ne21_to_He4_O17_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -91.95121588456149 + -98.9451062204353 * tfactors.T9i + 3.31162e-08 * tfactors.T913i + 130.258 * tfactors.T913
                          + -7.92551e-05 * tfactors.T9 + -4.13772 * tfactors.T953 + -41.2753 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  98.9451062204353 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 3.31162e-08 * tfactors.T943i + (1.0/3.0) * 130.258 * tfactors.T923i
                                   + -7.92551e-05 + (5.0/3.0) * -4.13772 * tfactors.T923 + -41.2753 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1710,13 +1710,13 @@ void rate_Ne21_to_He4_O17_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  27.322784115438502 + -91.26872622043531 * tfactors.T9i + 2.87641 * tfactors.T913i + -3.54489 * tfactors.T913
                          + -2.11222e-08 * tfactors.T9 + -3.90649e-09 * tfactors.T953 + 6.25778 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  91.26872622043531 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 2.87641 * tfactors.T943i + (1.0/3.0) * -3.54489 * tfactors.T923i
                                   + -2.11222e-08 + (5.0/3.0) * -3.90649e-09 * tfactors.T923 + 6.25778 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1730,8 +1730,8 @@ void rate_Ne21_to_He4_O17_derived(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ne22_to_He4_O18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ne22_to_He4_O18_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ne22 --> He4 + O18
 
@@ -1766,12 +1766,12 @@ void rate_Ne22_to_He4_O18_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     // ReacLib set derived from il10r
     ln_set_rate =  -7.119065921580848 + -114.18179645973349 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  114.18179645973349 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1785,12 +1785,12 @@ void rate_Ne22_to_He4_O18_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     // ReacLib set derived from il10r
     ln_set_rate =  -56.510065921580846 + -112.85484845973349 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  112.85484845973349 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1804,12 +1804,12 @@ void rate_Ne22_to_He4_O18_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     // ReacLib set derived from il10r
     ln_set_rate =  39.76833407841915 + -143.2255364597335 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  143.2255364597335 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1824,13 +1824,13 @@ void rate_Ne22_to_He4_O18_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  106.99883407841915 + -113.76407645973349 * tfactors.T9i + -44.3823 * tfactors.T913i + -46.6617 * tfactors.T913
                          + 7.88059 * tfactors.T9 + -0.590829 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  113.76407645973349 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -44.3823 * tfactors.T943i + (1.0/3.0) * -46.6617 * tfactors.T923i
                                   + 7.88059 + (5.0/3.0) * -0.590829 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1844,8 +1844,8 @@ void rate_Ne22_to_He4_O18_derived(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Na21_to_p_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Na21_to_p_Ne20_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Na21 --> p + Ne20
 
@@ -1881,13 +1881,13 @@ void rate_Na21_to_p_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  195319.2650977437 + -89.3610144370849 * tfactors.T9i + 21894.7 * tfactors.T913i + -319153.0 * tfactors.T913
                          + 224369.0 * tfactors.T9 + -188049.0 * tfactors.T953 + 48704.9 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  89.3610144370849 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 21894.7 * tfactors.T943i + (1.0/3.0) * -319153.0 * tfactors.T923i
                                   + 224369.0 + (5.0/3.0) * -188049.0 * tfactors.T923 + 48704.9 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1902,13 +1902,13 @@ void rate_Na21_to_p_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  230.14209774368004 + -28.373725437084907 * tfactors.T9i + 15.325 * tfactors.T913i + -294.859 * tfactors.T913
                          + 107.692 * tfactors.T9 + -46.2072 * tfactors.T953 + 59.3398 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  28.373725437084907 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 15.325 * tfactors.T943i + (1.0/3.0) * -294.859 * tfactors.T923i
                                   + 107.692 + (5.0/3.0) * -46.2072 * tfactors.T923 + 59.3398 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1923,13 +1923,13 @@ void rate_Na21_to_p_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  28.096127743680043 + -37.059014437084905 * tfactors.T9i + 20.5893 * tfactors.T913i + -17.5841 * tfactors.T913
                          + 0.243226 * tfactors.T9 + -0.000231418 * tfactors.T953 + 14.3398 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  37.059014437084905 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 20.5893 * tfactors.T943i + (1.0/3.0) * -17.5841 * tfactors.T923i
                                   + 0.243226 + (5.0/3.0) * -0.000231418 * tfactors.T923 + 14.3398 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1944,13 +1944,13 @@ void rate_Na21_to_p_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  252.28409774368004 + -32.674594437084906 * tfactors.T9i + 258.57 * tfactors.T913i + -506.387 * tfactors.T913
                          + 22.1576 * tfactors.T9 + -0.721182 * tfactors.T953 + 231.788 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  32.674594437084906 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 258.57 * tfactors.T943i + (1.0/3.0) * -506.387 * tfactors.T923i
                                   + 22.1576 + (5.0/3.0) * -0.721182 * tfactors.T923 + 231.788 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1964,8 +1964,8 @@ void rate_Na21_to_p_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Na21_to_He4_F17_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Na21_to_He4_F17_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Na21 --> He4 + F17
 
@@ -2001,13 +2001,13 @@ void rate_Na21_to_He4_F17_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  66.33566650730282 + -77.87093563755207 * tfactors.T9i + 15.559 * tfactors.T913i + -68.3231 * tfactors.T913
                          + 2.54275 * tfactors.T9 + -0.0989207 * tfactors.T953 + 38.3877 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  77.87093563755207 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 15.559 * tfactors.T943i + (1.0/3.0) * -68.3231 * tfactors.T923i
                                   + 2.54275 + (5.0/3.0) * -0.0989207 * tfactors.T923 + 38.3877 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2021,8 +2021,8 @@ void rate_Na21_to_He4_F17_derived(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Na22_to_p_Ne21_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Na22_to_p_Ne21_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Na22 --> p + Ne21
 
@@ -2058,13 +2058,13 @@ void rate_Na22_to_p_Ne21_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  42.165346980750385 + -78.19798607071328 * tfactors.T9i + -19.2096 * tfactors.T913i
                          + -1.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  78.19798607071328 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -19.2096 * tfactors.T943i
                                   + (5.0/3.0) * -1.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2079,13 +2079,13 @@ void rate_Na22_to_p_Ne21_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -16.390453019249613 + -82.41183607071328 * tfactors.T9i + 21.1176 * tfactors.T913i + 34.0411 * tfactors.T913
                          + -4.45593 * tfactors.T9 + 0.328613 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  82.41183607071328 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 21.1176 * tfactors.T943i + (1.0/3.0) * 34.0411 * tfactors.T923i
                                   + -4.45593 + (5.0/3.0) * 0.328613 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2099,12 +2099,12 @@ void rate_Na22_to_p_Ne21_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     // ReacLib set derived from il10r
     ln_set_rate =  24.852786980750384 + -79.59755607071328 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  79.59755607071328 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2118,12 +2118,12 @@ void rate_Na22_to_p_Ne21_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     // ReacLib set derived from il10r
     ln_set_rate =  -24.559653019249616 + -78.39416607071328 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  78.39416607071328 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2137,8 +2137,8 @@ void rate_Na22_to_p_Ne21_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Na22_to_He4_F18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Na22_to_He4_F18_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Na22 --> He4 + F18
 
@@ -2174,13 +2174,13 @@ void rate_Na22_to_He4_F18_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  59.32473614051823 + -100.22898907841348 * tfactors.T9i + 18.8956 * tfactors.T913i + -65.6134 * tfactors.T913
                          + 1.71114 * tfactors.T9 + -0.0260999 * tfactors.T953 + 39.3396 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  100.22898907841348 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 18.8956 * tfactors.T943i + (1.0/3.0) * -65.6134 * tfactors.T923i
                                   + 1.71114 + (5.0/3.0) * -0.0260999 * tfactors.T923 + 39.3396 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2194,8 +2194,8 @@ void rate_Na22_to_He4_F18_derived(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Na23_to_p_Ne22_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Na23_to_p_Ne22_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Na23 --> p + Ne22
 
@@ -2231,13 +2231,13 @@ void rate_Na23_to_p_Ne22_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  21.673073381706992 + -103.77146219384292 * tfactors.T9i
                          + 1.189235 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  103.77146219384292 * tfactors.T9i * tfactors.T9i
                                   + 1.189235 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2252,13 +2252,13 @@ void rate_Na23_to_p_Ne22_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  0.8379043817069913 + -102.46235419384291 * tfactors.T9i
                          + 0.009810000000000096 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  102.46235419384291 * tfactors.T9i * tfactors.T9i
                                   + 0.009810000000000096 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2273,13 +2273,13 @@ void rate_Na23_to_p_Ne22_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  18.18205438170699 + -102.85114819384292 * tfactors.T9i
                          + 4.735580000000001 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  102.85114819384292 * tfactors.T9i * tfactors.T9i
                                   + 4.735580000000001 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2294,13 +2294,13 @@ void rate_Na23_to_p_Ne22_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.30970438170699 + -110.77516219384292 * tfactors.T9i
                          + 0.732533 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  110.77516219384292 * tfactors.T9i * tfactors.T9i
                                   + 0.732533 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2315,13 +2315,13 @@ void rate_Na23_to_p_Ne22_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  33.91320438170699 + -106.65075219384292 * tfactors.T9i
                          + 1.656226 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  106.65075219384292 * tfactors.T9i * tfactors.T9i
                                   + 1.656226 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2336,13 +2336,13 @@ void rate_Na23_to_p_Ne22_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  18.266434381706993 + -104.66929219384292 * tfactors.T9i
                          + -2.79964 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  104.66929219384292 * tfactors.T9i * tfactors.T9i
                                   + -2.79964 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2356,8 +2356,8 @@ void rate_Na23_to_p_Ne22_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Na23_to_He4_F19_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Na23_to_He4_F19_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Na23 --> He4 + F19
 
@@ -2393,13 +2393,13 @@ void rate_Na23_to_He4_F19_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  76.90044981594414 + -123.58233417534949 * tfactors.T9i + 39.7219 * tfactors.T913i + -100.401 * tfactors.T913
                          + 3.15808 * tfactors.T9 + -0.0629822 * tfactors.T953 + 55.9823 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  123.58233417534949 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 39.7219 * tfactors.T943i + (1.0/3.0) * -100.401 * tfactors.T923i
                                   + 3.15808 + (5.0/3.0) * -0.0629822 * tfactors.T923 + 55.9823 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2413,8 +2413,8 @@ void rate_Na23_to_He4_F19_derived(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Mg24 --> p + Na23
 
@@ -2450,13 +2450,13 @@ void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  34.107544561463015 + -138.96838756220697 * tfactors.T9i + -0.360588 * tfactors.T913
                          + 1.4187 * tfactors.T9 + -0.184061 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  138.96838756220697 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.360588 * tfactors.T923i
                                   + 1.4187 + (5.0/3.0) * -0.184061 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2470,12 +2470,12 @@ void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     // ReacLib set derived from il10r
     ln_set_rate =  20.02229456146302 + -137.30028756220696 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  137.30028756220696 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2490,13 +2490,13 @@ void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  43.95564456146302 + -135.68809756220696 * tfactors.T9i + -20.6428 * tfactors.T913i + 1.52954 * tfactors.T913
                          + 2.7487 * tfactors.T9 + -1.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  135.68809756220696 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -20.6428 * tfactors.T943i + (1.0/3.0) * 1.52954 * tfactors.T923i
                                   + 2.7487 + (5.0/3.0) * -1.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2510,8 +2510,8 @@ void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Mg24 --> He4 + Ne20
 
@@ -2547,13 +2547,13 @@ void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  16.022538839949377 + -120.89510873006793 * tfactors.T9i + 16.9229 * tfactors.T913
                          + -2.57325 * tfactors.T9 + 0.208997 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  120.89510873006793 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 16.9229 * tfactors.T923i
                                   + -2.57325 + (5.0/3.0) * 0.208997 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2567,12 +2567,12 @@ void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amre
     // ReacLib set derived from il10r
     ln_set_rate =  26.803878839949377 + -117.33446873006793 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  117.33446873006793 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2586,12 +2586,12 @@ void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amre
     // ReacLib set derived from il10r
     ln_set_rate =  -13.884691160050625 + -110.62025873006793 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  110.62025873006793 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2606,13 +2606,13 @@ void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  49.32660883994937 + -108.11420873006793 * tfactors.T9i + -46.2525 * tfactors.T913i + 5.58901 * tfactors.T913
                          + 7.61843 * tfactors.T9 + -3.683 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  108.11420873006793 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -46.2525 * tfactors.T943i + (1.0/3.0) * 5.58901 * tfactors.T923i
                                   + 7.61843 + (5.0/3.0) * -3.683 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2626,8 +2626,8 @@ void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Al27_to_He4_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Al27_to_He4_Na23_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Al27 --> He4 + Na23
 
@@ -2663,13 +2663,13 @@ void rate_Al27_to_He4_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  69.2206963145215 + -117.11189602392653 * tfactors.T9i + -50.2042 * tfactors.T913i + -1.64239 * tfactors.T913
                          + -1.59995 * tfactors.T9 + 0.184933 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  117.11189602392653 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -50.2042 * tfactors.T943i + (1.0/3.0) * -1.64239 * tfactors.T923i
                                   + -1.59995 + (5.0/3.0) * 0.184933 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2683,8 +2683,8 @@ void rate_Al27_to_He4_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Si28 --> p + Al27
 
@@ -2720,13 +2720,13 @@ void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  11.796402252999236 + -136.3412367256539 * tfactors.T9i + 23.8634 * tfactors.T913
                          + -3.70135 * tfactors.T9 + 0.28964 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  136.3412367256539 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 23.8634 * tfactors.T923i
                                   + -3.70135 + (5.0/3.0) * 0.28964 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2741,13 +2741,13 @@ void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  111.48620225299923 + -134.8245897256539 * tfactors.T9i + -26.8327 * tfactors.T913i + -116.137 * tfactors.T913
                          + 0.00950567 * tfactors.T9 + 0.00999755 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  134.8245897256539 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -26.8327 * tfactors.T943i + (1.0/3.0) * -116.137 * tfactors.T923i
                                   + 0.00950567 + (5.0/3.0) * 0.00999755 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2762,13 +2762,13 @@ void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  46.569302252999236 + -134.4372767256539 * tfactors.T9i + -23.2205 * tfactors.T913i
                          + -2.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  134.4372767256539 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -23.2205 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2782,8 +2782,8 @@ void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Si28_to_He4_Mg24_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Si28_to_He4_Mg24_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Si28 --> He4 + Mg24
 
@@ -2818,12 +2818,12 @@ void rate_Si28_to_He4_Mg24_derived(const tf_t& tfactors, amrex::Real& rate, amre
     // ReacLib set derived from st08r
     ln_set_rate =  32.902724006057724 + -131.4900751873663 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  131.4900751873663 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2838,13 +2838,13 @@ void rate_Si28_to_He4_Mg24_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -25.68644599394228 + -128.6942751873663 * tfactors.T9i + 21.3721 * tfactors.T913i + 37.7649 * tfactors.T913
                          + -4.10635 * tfactors.T9 + 0.249618 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  128.6942751873663 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 21.3721 * tfactors.T943i + (1.0/3.0) * 37.7649 * tfactors.T923i
                                   + -4.10635 + (5.0/3.0) * 0.249618 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2858,8 +2858,8 @@ void rate_Si28_to_He4_Mg24_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_P31_to_He4_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_P31_to_He4_Al27_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // P31 --> He4 + Al27
 
@@ -2895,13 +2895,13 @@ void rate_P31_to_He4_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  73.21877134266595 + -112.19944704325766 * tfactors.T9i + -56.5351 * tfactors.T913i + -0.896208 * tfactors.T913
                          + -1.72024 * tfactors.T9 + 0.185409 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  112.19944704325766 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -56.5351 * tfactors.T943i + (1.0/3.0) * -0.896208 * tfactors.T923i
                                   + -1.72024 + (5.0/3.0) * 0.185409 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2915,8 +2915,8 @@ void rate_P31_to_He4_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_S32_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_S32_to_p_P31_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // S32 --> p + P31
 
@@ -2952,13 +2952,13 @@ void rate_S32_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  25.192389422303183 + -106.63906812813134 * tfactors.T9i + 8.09341 * tfactors.T913
                          + -0.615971 * tfactors.T9 + 0.031159 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  106.63906812813134 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 8.09341 * tfactors.T923i
                                   + -0.615971 + (5.0/3.0) * 0.031159 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2972,12 +2972,12 @@ void rate_S32_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // ReacLib set derived from il10r
     ln_set_rate =  21.702443422303183 + -105.12160812813134 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  105.12160812813134 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2992,13 +2992,13 @@ void rate_S32_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  43.630433422303184 + -102.86202812813134 * tfactors.T9i + -25.3278 * tfactors.T913i + 6.4931 * tfactors.T913
                          + -9.27513 * tfactors.T9 + -0.610439 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  102.86202812813134 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -25.3278 * tfactors.T943i + (1.0/3.0) * 6.4931 * tfactors.T923i
                                   + -9.27513 + (5.0/3.0) * -0.610439 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3012,8 +3012,8 @@ void rate_S32_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_S32_to_He4_Si28_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_S32_to_He4_Si28_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // S32 --> He4 + Si28
 
@@ -3049,13 +3049,13 @@ void rate_S32_to_He4_Si28_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  72.8147025119699 + -80.62419844573513 * tfactors.T9i + -59.4896 * tfactors.T913i + 4.47205 * tfactors.T913
                          + -4.78989 * tfactors.T9 + 0.557201 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  80.62419844573513 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -59.4896 * tfactors.T943i + (1.0/3.0) * 4.47205 * tfactors.T923i
                                   + -4.78989 + (5.0/3.0) * 0.557201 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3069,8 +3069,8 @@ void rate_S32_to_He4_Si28_derived(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // C12 --> 3 He4
 
@@ -3102,13 +3102,13 @@ void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  34.96090397991297 + -85.44440046993657 * tfactors.T9i + -23.57 * tfactors.T913i + 20.4886 * tfactors.T913
                          + -12.9882 * tfactors.T9 + -20.0 * tfactors.T953 + 0.8333300000000001 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  85.44440046993657 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -23.57 * tfactors.T943i + (1.0/3.0) * 20.4886 * tfactors.T923i
                                   + -12.9882 + (5.0/3.0) * -20.0 * tfactors.T923 + 0.8333300000000001 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3123,13 +3123,13 @@ void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  45.77825197991297 + -84.41994046993656 * tfactors.T9i + -37.06 * tfactors.T913i + 29.3493 * tfactors.T913
                          + -115.507 * tfactors.T9 + -10.0 * tfactors.T953 + 1.66667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  84.41994046993656 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -37.06 * tfactors.T943i + (1.0/3.0) * 29.3493 * tfactors.T923i
                                   + -115.507 + (5.0/3.0) * -10.0 * tfactors.T923 + 1.66667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3144,13 +3144,13 @@ void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  22.398803979912973 + -88.54650046993656 * tfactors.T9i + -13.49 * tfactors.T913i + 21.4259 * tfactors.T913
                          + -1.34769 * tfactors.T9 + 0.0879816 * tfactors.T953 + -10.1653 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  88.54650046993656 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -13.49 * tfactors.T943i + (1.0/3.0) * 21.4259 * tfactors.T923i
                                   + -1.34769 + (5.0/3.0) * 0.0879816 * tfactors.T923 + -10.1653 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3164,8 +3164,8 @@ void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_C12_to_p_N15_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_C12_to_p_N15_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // C12 + He4 --> p + N15
 
@@ -3209,13 +3209,13 @@ void rate_He4_C12_to_p_N15_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  27.135846229234243 + -57.62215691264642 * tfactors.T9i + -15.253 * tfactors.T913i + 1.59318 * tfactors.T913
                          + 2.4479 * tfactors.T9 + -2.19708 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  57.62215691264642 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -15.253 * tfactors.T943i + (1.0/3.0) * 1.59318 * tfactors.T923i
                                   + 2.4479 + (5.0/3.0) * -2.19708 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3230,13 +3230,13 @@ void rate_He4_C12_to_p_N15_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -6.915773770765759 + -58.78595691264642 * tfactors.T9i + 22.7105 * tfactors.T913
                          + -2.90707 * tfactors.T9 + 0.205754 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  58.78595691264642 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 22.7105 * tfactors.T923i
                                   + -2.90707 + (5.0/3.0) * 0.205754 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3251,13 +3251,13 @@ void rate_He4_C12_to_p_N15_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.556646229234243 + -65.02815691264642 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  65.02815691264642 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3272,13 +3272,13 @@ void rate_He4_C12_to_p_N15_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -5.21402377076576 + -59.643326912646415 * tfactors.T9i + 30.8497 * tfactors.T913
                          + -8.50433 * tfactors.T9 + -1.54426 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  59.643326912646415 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 30.8497 * tfactors.T923i
                                   + -8.50433 + (5.0/3.0) * -1.54426 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3292,8 +3292,8 @@ void rate_He4_C12_to_p_N15_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_N14_to_p_O17_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_N14_to_p_O17_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // N14 + He4 --> p + O17
 
@@ -3336,13 +3336,13 @@ void rate_He4_N14_to_p_O17_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -7.592359780998223 + -14.584520682879308 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  14.584520682879308 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3357,13 +3357,13 @@ void rate_He4_N14_to_p_O17_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  19.194270219001776 + -13.831125682879309 * tfactors.T9i + -16.9078 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  13.831125682879309 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -16.9078 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3378,13 +3378,13 @@ void rate_He4_N14_to_p_O17_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  9.789270219001777 + -18.78977568287931 * tfactors.T9i + 5.10182 * tfactors.T913
                          + 0.379373 * tfactors.T9 + -0.0672515 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  18.78977568287931 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 5.10182 * tfactors.T923i
                                   + 0.379373 + (5.0/3.0) * -0.0672515 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3399,13 +3399,13 @@ void rate_He4_N14_to_p_O17_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  5.148870219001777 + -15.945895682879309 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  15.945895682879309 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3419,8 +3419,8 @@ void rate_He4_N14_to_p_O17_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_N15_to_p_O18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_N15_to_p_O18_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // N15 + He4 --> p + O18
 
@@ -3463,13 +3463,13 @@ void rate_He4_N15_to_p_O18_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -29.6926341462146 + -46.42955443414268 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  46.42955443414268 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3484,13 +3484,13 @@ void rate_He4_N15_to_p_O18_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  25.178865853785396 + -46.183670434142684 * tfactors.T9i + -16.6979 * tfactors.T913i
                          + -3.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  46.183670434142684 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -16.6979 * tfactors.T943i
                                   + (5.0/3.0) * -3.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3505,13 +3505,13 @@ void rate_He4_N15_to_p_O18_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  7.155285853785398 + -51.50702043414268 * tfactors.T9i + 11.6568 * tfactors.T913
                          + -2.16303 * tfactors.T9 + 0.209965 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  51.50702043414268 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 11.6568 * tfactors.T923i
                                   + -2.16303 + (5.0/3.0) * 0.209965 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3526,13 +3526,13 @@ void rate_He4_N15_to_p_O18_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  8.4842658537854 + -47.84667043414268 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  47.84667043414268 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3546,8 +3546,8 @@ void rate_He4_N15_to_p_O18_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O15_to_p_F18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O15_to_p_F18_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // O15 + He4 --> p + F18
 
@@ -3589,13 +3589,13 @@ void rate_He4_O15_to_p_F18_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  1.0671723108797964 + -36.45580946704611 * tfactors.T9i + 13.3223 * tfactors.T913
                          + -1.36696 * tfactors.T9 + 0.0757363 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  36.45580946704611 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 13.3223 * tfactors.T923i
                                   + -1.36696 + (5.0/3.0) * 0.0757363 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3610,13 +3610,13 @@ void rate_He4_O15_to_p_F18_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -32.4286676891202 + -33.81549146704611 * tfactors.T9i + 61.738 * tfactors.T913
                          + -108.29 * tfactors.T9 + -34.2365 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  33.81549146704611 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 61.738 * tfactors.T923i
                                   + -108.29 + (5.0/3.0) * -34.2365 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3631,13 +3631,13 @@ void rate_He4_O15_to_p_F18_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  61.315932310879795 + -33.43905946704611 * tfactors.T9i + -21.4023 * tfactors.T913i + -80.8891 * tfactors.T913
                          + 134.6 * tfactors.T9 + -126.504 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  33.43905946704611 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -21.4023 * tfactors.T943i + (1.0/3.0) * -80.8891 * tfactors.T923i
                                   + 134.6 + (5.0/3.0) * -126.504 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3651,8 +3651,8 @@ void rate_He4_O15_to_p_F18_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O16_to_He4_N13_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O16_to_He4_N13_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // O16 + p --> He4 + N13
 
@@ -3695,13 +3695,13 @@ void rate_p_O16_to_He4_N13_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  42.21642061342456 + -60.557329596678294 * tfactors.T9i + -35.829 * tfactors.T913i + -0.530275 * tfactors.T913
                          + -0.982462 * tfactors.T9 + 0.0808059 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  60.557329596678294 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -35.829 * tfactors.T943i + (1.0/3.0) * -0.530275 * tfactors.T923i
                                   + -0.982462 + (5.0/3.0) * 0.0808059 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3715,8 +3715,8 @@ void rate_p_O16_to_He4_N13_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O16_to_p_F19_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O16_to_p_F19_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // O16 + He4 --> p + F19
 
@@ -3758,13 +3758,13 @@ void rate_He4_O16_to_p_F19_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -53.121227264044336 + -94.28220973651266 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  94.28220973651266 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3779,13 +3779,13 @@ void rate_He4_O16_to_p_F19_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  25.874672735955667 + -94.15455973651265 * tfactors.T9i + -18.116 * tfactors.T913i
                          + 1.86674 * tfactors.T9 + -7.5666 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  94.15455973651265 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -18.116 * tfactors.T943i
                                   + 1.86674 + (5.0/3.0) * -7.5666 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3800,13 +3800,13 @@ void rate_He4_O16_to_p_F19_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  13.941672735955667 + -97.44055973651265 * tfactors.T9i
                          + -0.21103 * tfactors.T9 + 2.87702 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  97.44055973651265 * tfactors.T9i * tfactors.T9i
                                   + -0.21103 + 2.87702 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3821,13 +3821,13 @@ void rate_He4_O16_to_p_F19_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  14.778572735955667 + -97.90640973651266 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  97.90640973651266 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3842,13 +3842,13 @@ void rate_He4_O16_to_p_F19_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  7.822072735955667 + -96.62283973651265 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  96.62283973651265 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3862,8 +3862,8 @@ void rate_He4_O16_to_p_F19_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_F17_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_F17_to_He4_O14_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // F17 + p --> He4 + O14
 
@@ -3905,13 +3905,13 @@ void rate_p_F17_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  11.415567488049104 + -25.85518506704921 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  25.85518506704921 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3926,13 +3926,13 @@ void rate_p_F17_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  17.938467488049106 + -39.83288506704921 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  39.83288506704921 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3947,13 +3947,13 @@ void rate_p_F17_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  40.122467488049104 + -13.83288506704921 * tfactors.T9i + -39.388 * tfactors.T913i + -17.4673 * tfactors.T913
                          + 35.3029 * tfactors.T9 + -24.8162 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  13.83288506704921 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.388 * tfactors.T943i + (1.0/3.0) * -17.4673 * tfactors.T923i
                                   + 35.3029 + (5.0/3.0) * -24.8162 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3968,13 +3968,13 @@ void rate_p_F17_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  15.595367488049106 + -36.34288506704921 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  36.34288506704921 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3989,13 +3989,13 @@ void rate_p_F17_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  10.405067488049104 + -27.43288506704921 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  27.43288506704921 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4010,13 +4010,13 @@ void rate_p_F17_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -106.80433251195089 + -14.285921067049209 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  14.285921067049209 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4030,8 +4030,8 @@ void rate_p_F17_to_He4_O14_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_F17_to_p_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_F17_to_p_Ne20_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // F17 + He4 --> p + Ne20
 
@@ -4073,13 +4073,13 @@ void rate_He4_F17_to_p_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  38.645331236377224 + -0.004848799532844339 * tfactors.T9i + -43.18 * tfactors.T913i + 4.46827 * tfactors.T913
                          + -1.63915 * tfactors.T9 + 0.123483 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  0.004848799532844339 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -43.18 * tfactors.T943i + (1.0/3.0) * 4.46827 * tfactors.T923i
                                   + -1.63915 + (5.0/3.0) * 0.123483 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4093,8 +4093,8 @@ void rate_He4_F17_to_p_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ne20 + He4 --> p + Na23
 
@@ -4136,13 +4136,13 @@ void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -6.360024278486355 + -29.889658832139027 * tfactors.T9i + 19.7297 * tfactors.T913
                          + -2.20987 * tfactors.T9 + 0.153374 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  29.889658832139027 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 19.7297 * tfactors.T923i
                                   + -2.20987 + (5.0/3.0) * 0.153374 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4157,13 +4157,13 @@ void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  0.24516522151364528 + -29.434918832139026 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  29.434918832139026 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4178,13 +4178,13 @@ void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  19.202935721513644 + -27.573888832139026 * tfactors.T9i + -20.0024 * tfactors.T913i + 11.5988 * tfactors.T913
                          + -1.37398 * tfactors.T9 + -1.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  27.573888832139026 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -20.0024 * tfactors.T943i + (1.0/3.0) * 11.5988 * tfactors.T923i
                                   + -1.37398 + (5.0/3.0) * -1.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4198,8 +4198,8 @@ void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ne21_to_He4_F18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ne21_to_He4_F18_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ne21 + p --> He4 + F18
 
@@ -4241,13 +4241,13 @@ void rate_p_Ne21_to_He4_F18_derived(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  50.63668915976785 + -22.04702300768339 * tfactors.T9i + 21.4461 * tfactors.T913i + -73.252 * tfactors.T913
                          + 2.42329 * tfactors.T9 + -0.077278 * tfactors.T953 + 40.7604 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  22.04702300768339 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 21.4461 * tfactors.T943i + (1.0/3.0) * -73.252 * tfactors.T923i
                                   + 2.42329 + (5.0/3.0) * -0.077278 * tfactors.T923 + 40.7604 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4261,8 +4261,8 @@ void rate_p_Ne21_to_He4_F18_derived(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ne22_to_He4_F19_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ne22_to_He4_F19_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ne22 + p --> He4 + F19
 
@@ -4304,13 +4304,13 @@ void rate_p_Ne22_to_He4_F19_derived(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  54.774145434237155 + -22.26126198150658 * tfactors.T9i + -38.7722 * tfactors.T913i + -13.3654 * tfactors.T913
                          + 0.863648 * tfactors.T9 + -0.0451491 * tfactors.T953 + 1.33333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  22.26126198150658 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -38.7722 * tfactors.T943i + (1.0/3.0) * -13.3654 * tfactors.T923i
                                   + 0.863648 + (5.0/3.0) * -0.0451491 * tfactors.T923 + 1.33333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4325,13 +4325,13 @@ void rate_p_Ne22_to_He4_F19_derived(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  53.51334543423716 + -65.19766198150657 * tfactors.T9i + -34.5008 * tfactors.T913i + 56.9316 * tfactors.T913
                          + 2.09613 * tfactors.T9 + -32.496 * tfactors.T953 + 0.333333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  65.19766198150657 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -34.5008 * tfactors.T943i + (1.0/3.0) * 56.9316 * tfactors.T923i
                                   + 2.09613 + (5.0/3.0) * -32.496 * tfactors.T923 + 0.333333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4346,13 +4346,13 @@ void rate_p_Ne22_to_He4_F19_derived(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  29432.442445434237 + -152.44286198150658 * tfactors.T9i + 12625.1 * tfactors.T913i + -49107.1 * tfactors.T913
                          + 9227.53 * tfactors.T9 + -2086.65 * tfactors.T953 + 14520.2 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  152.44286198150658 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 12625.1 * tfactors.T943i + (1.0/3.0) * -49107.1 * tfactors.T923i
                                   + 9227.53 + (5.0/3.0) * -2086.65 * tfactors.T923 + 14520.2 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4366,8 +4366,8 @@ void rate_p_Ne22_to_He4_F19_derived(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Na21_to_He4_Ne18_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Na21_to_He4_Ne18_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Na21 + p --> He4 + Ne18
 
@@ -4409,13 +4409,13 @@ void rate_p_Na21_to_He4_Ne18_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -23.82911395968675 + -36.38615638318757 * tfactors.T9i + 8.5632e-08 * tfactors.T913i + 24.8579 * tfactors.T913
                          + 0.0823845 * tfactors.T9 + -0.365374 * tfactors.T953 + -2.21415e-06 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  36.38615638318757 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 8.5632e-08 * tfactors.T943i + (1.0/3.0) * 24.8579 * tfactors.T923i
                                   + 0.0823845 + (5.0/3.0) * -0.365374 * tfactors.T923 + -2.21415e-06 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4430,13 +4430,13 @@ void rate_p_Na21_to_He4_Ne18_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -22.686913959686752 + -40.87721638318757 * tfactors.T9i + 4.73034e-07 * tfactors.T913i + 36.29 * tfactors.T913
                          + -6.56565 * tfactors.T9 + -2.96287e-06 * tfactors.T953 + -9.00373e-07 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  40.87721638318757 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 4.73034e-07 * tfactors.T943i + (1.0/3.0) * 36.29 * tfactors.T923i
                                   + -6.56565 + (5.0/3.0) * -2.96287e-06 * tfactors.T923 + -9.00373e-07 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4451,13 +4451,13 @@ void rate_p_Na21_to_He4_Ne18_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -37.64591395968675 + -34.48551638318757 * tfactors.T9i + 7.09521e-06 * tfactors.T913i + 34.1789 * tfactors.T913
                          + -1.72974 * tfactors.T9 + -0.0395081 * tfactors.T953 + -7.82759e-07 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  34.48551638318757 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 7.09521e-06 * tfactors.T943i + (1.0/3.0) * 34.1789 * tfactors.T923i
                                   + -1.72974 + (5.0/3.0) * -0.0395081 * tfactors.T923 + -7.82759e-07 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4471,8 +4471,8 @@ void rate_p_Na21_to_He4_Ne18_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Na21_to_p_Mg24_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Na21_to_p_Mg24_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Na21 + He4 --> p + Mg24
 
@@ -4514,13 +4514,13 @@ void rate_He4_Na21_to_p_Mg24_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  39.83098890373066 + -0.00380570701699412 * tfactors.T9i + -49.9621 * tfactors.T913i + 5.90498 * tfactors.T913
                          + -1.6598 * tfactors.T9 + 0.117817 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  0.00380570701699412 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -49.9621 * tfactors.T943i + (1.0/3.0) * 5.90498 * tfactors.T923i
                                   + -1.6598 + (5.0/3.0) * 0.117817 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4534,8 +4534,8 @@ void rate_He4_Na21_to_p_Mg24_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Na22_to_He4_Ne19_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Na22_to_He4_Ne19_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Na22 + p --> He4 + Ne19
 
@@ -4577,13 +4577,13 @@ void rate_p_Na22_to_He4_Ne19_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  43.08404589973112 + -24.01421348166705 * tfactors.T9i + -46.6346 * tfactors.T913i + 0.866532 * tfactors.T913
                          + -0.893541 * tfactors.T9 + 0.0747971 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  24.01421348166705 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -46.6346 * tfactors.T943i + (1.0/3.0) * 0.866532 * tfactors.T923i
                                   + -0.893541 + (5.0/3.0) * 0.0747971 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4597,8 +4597,8 @@ void rate_p_Na22_to_He4_Ne19_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Mg24 + He4 --> p + Al27
 
@@ -4640,13 +4640,13 @@ void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -6.4280417530584835 + -22.818701538287602 * tfactors.T9i + 18.0416 * tfactors.T913
                          + -1.54137 * tfactors.T9 + 0.0847506 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  22.818701538287602 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 18.0416 * tfactors.T923i
                                   + -1.54137 + (5.0/3.0) * 0.0847506 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4661,13 +4661,13 @@ void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -26.268451753058486 + -19.5392135382876 * tfactors.T9i + 5.18642 * tfactors.T913i + -34.7936 * tfactors.T913
                          + 168.225 * tfactors.T9 + -115.825 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  19.5392135382876 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 5.18642 * tfactors.T943i + (1.0/3.0) * -34.7936 * tfactors.T923i
                                   + 168.225 + (5.0/3.0) * -115.825 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4682,13 +4682,13 @@ void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  30.057448246941515 + -18.576201538287602 * tfactors.T9i + -26.4162 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  18.576201538287602 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -26.4162 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4702,8 +4702,8 @@ void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Si28 + He4 --> p + P31
 
@@ -4745,13 +4745,13 @@ void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -11.415669089666713 + -25.663579682396225 * tfactors.T9i + 21.521 * tfactors.T913
                          + -1.90355 * tfactors.T9 + 0.092724 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  25.663579682396225 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 21.521 * tfactors.T923i
                                   + -1.90355 + (5.0/3.0) * 0.092724 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4766,13 +4766,13 @@ void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -13.441669089666712 + -24.114989682396224 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  24.114989682396224 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4787,13 +4787,13 @@ void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  60.360230910333286 + -22.237829682396224 * tfactors.T9i + -31.932 * tfactors.T913i + -77.0334 * tfactors.T913
                          + -43.6847 * tfactors.T9 + -4.28955 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  22.237829682396224 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -31.932 * tfactors.T943i + (1.0/3.0) * -77.0334 * tfactors.T923i
                                   + -43.6847 + (5.0/3.0) * -4.28955 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4807,8 +4807,8 @@ void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_S32_to_p_Cl35_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // S32 + He4 --> p + Cl35
 
@@ -4850,13 +4850,13 @@ void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -0.8597847344696254 + -25.589703706656966 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  25.589703706656966 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4871,13 +4871,13 @@ void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -57.37716473446963 + -22.187684706656967 * tfactors.T9i + 25.5338 * tfactors.T913
                          + 6.45824 * tfactors.T9 + -0.950294 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  22.187684706656967 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 25.5338 * tfactors.T923i
                                   + 6.45824 + (5.0/3.0) * -0.950294 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4892,13 +4892,13 @@ void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  32.27223526553037 + -21.654753706656965 * tfactors.T9i + -30.9147 * tfactors.T913i + -1.2345 * tfactors.T913
                          + 22.5118 * tfactors.T9 + -33.0589 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  21.654753706656965 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -30.9147 * tfactors.T943i + (1.0/3.0) * -1.2345 * tfactors.T923i
                                   + 22.5118 + (5.0/3.0) * -33.0589 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4913,13 +4913,13 @@ void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  2.4434452655303747 + -27.664513706656965 * tfactors.T9i + 5.33756 * tfactors.T913
                          + 1.64418 * tfactors.T9 + -0.246167 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  27.664513706656965 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 5.33756 * tfactors.T923i
                                   + 1.64418 + (5.0/3.0) * -0.246167 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4933,8 +4933,8 @@ void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ar36_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ar36_to_He4_S32_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ar36 --> He4 + S32
 
@@ -4970,13 +4970,13 @@ void rate_Ar36_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  73.81807507159112 + -77.06468541928012 * tfactors.T9i + -65.3709 * tfactors.T913i + 5.68294 * tfactors.T913
                          + -5.00388 * tfactors.T9 + 0.571407 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  77.06468541928012 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -65.3709 * tfactors.T943i + (1.0/3.0) * 5.68294 * tfactors.T923i
                                   + -5.00388 + (5.0/3.0) * 0.571407 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4990,8 +4990,8 @@ void rate_Ar36_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ar36_to_p_Cl35_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ar36 --> p + Cl35
 
@@ -5026,12 +5026,12 @@ void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     // ReacLib set derived from il10r
     ln_set_rate =  -17.455589662878502 + -99.28409012589869 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  99.28409012589869 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5046,13 +5046,13 @@ void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  60.7561103371215 + -98.71943912589869 * tfactors.T9i + -27.8971 * tfactors.T913i + -16.2304 * tfactors.T913
                          + 35.255 * tfactors.T9 + -25.8411 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  98.71943912589869 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -27.8971 * tfactors.T943i + (1.0/3.0) * -16.2304 * tfactors.T923i
                                   + 35.255 + (5.0/3.0) * -25.8411 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5067,13 +5067,13 @@ void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  17.222320337121502 + -102.37035912589869 * tfactors.T9i + 18.0179 * tfactors.T913
                          + -2.86304 * tfactors.T9 + 0.250854 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  102.37035912589869 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 18.0179 * tfactors.T923i
                                   + -2.86304 + (5.0/3.0) * 0.250854 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5087,12 +5087,12 @@ void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     // ReacLib set derived from il10r
     ln_set_rate =  16.0363703371215 + -100.7293991258987 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  100.7293991258987 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5106,8 +5106,8 @@ void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ar36_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ar36_to_p_K39_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ar36 + He4 --> p + K39
 
@@ -5149,13 +5149,13 @@ void rate_He4_Ar36_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  20.654451232729432 + -14.951286608188834 * tfactors.T9i + -30.0732 * tfactors.T913i + 7.03263 * tfactors.T913
                          + -1.10085 * tfactors.T9 + 0.133768 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  14.951286608188834 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -30.0732 * tfactors.T943i + (1.0/3.0) * 7.03263 * tfactors.T923i
                                   + -1.10085 + (5.0/3.0) * 0.133768 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5169,8 +5169,8 @@ void rate_He4_Ar36_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca40_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca40_to_He4_Ar36_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ca40 --> He4 + Ar36
 
@@ -5206,13 +5206,13 @@ void rate_Ca40_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  77.28432125250924 + -81.69320665503751 * tfactors.T9i + -71.0046 * tfactors.T913i + 4.0656 * tfactors.T913
                          + -5.26509 * tfactors.T9 + 0.683546 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  81.69320665503751 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -71.0046 * tfactors.T943i + (1.0/3.0) * 4.0656 * tfactors.T923i
                                   + -5.26509 + (5.0/3.0) * 0.683546 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5226,8 +5226,8 @@ void rate_Ca40_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca40_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca40_to_p_K39_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ca40 --> p + K39
 
@@ -5263,13 +5263,13 @@ void rate_Ca40_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  2786.453572485239 + -101.86683326322635 * tfactors.T9i + 802.18 * tfactors.T913i + -4010.27 * tfactors.T913
                          + 1137.69 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  101.86683326322635 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 802.18 * tfactors.T943i + (1.0/3.0) * -4010.27 * tfactors.T923i
                                   + 1137.69 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5284,13 +5284,13 @@ void rate_Ca40_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  613.1725724852387 + -109.20919326322635 * tfactors.T9i + 641.844 * tfactors.T913i + -1248.49 * tfactors.T913
                          + 566.426 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  109.20919326322635 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 641.844 * tfactors.T943i + (1.0/3.0) * -1248.49 * tfactors.T923i
                                   + 566.426 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5305,13 +5305,13 @@ void rate_Ca40_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  127.32557248523868 + -98.30957326322635 * tfactors.T9i + 41.1723 * tfactors.T913i + -149.299 * tfactors.T913
                          + 10.5229 * tfactors.T9 + -0.68208 * tfactors.T953 + 60.7367 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  98.30957326322635 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 41.1723 * tfactors.T943i + (1.0/3.0) * -149.299 * tfactors.T923i
                                   + 10.5229 + (5.0/3.0) * -0.68208 * tfactors.T923 + 60.7367 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5325,8 +5325,8 @@ void rate_Ca40_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ca40_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ca40_to_p_Sc43_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ca40 + He4 --> p + Sc43
 
@@ -5368,13 +5368,13 @@ void rate_He4_Ca40_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  35.67546755788414 + -40.87525788838128 * tfactors.T9i + -32.1734 * tfactors.T913i + 0.0296879 * tfactors.T913
                          + -0.95232 * tfactors.T9 + 0.129022 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  40.87525788838128 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -32.1734 * tfactors.T943i + (1.0/3.0) * 0.0296879 * tfactors.T923i
                                   + -0.95232 + (5.0/3.0) * 0.129022 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5388,8 +5388,8 @@ void rate_He4_Ca40_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti44_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti44_to_He4_Ca40_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ti44 --> He4 + Ca40
 
@@ -5425,13 +5425,13 @@ void rate_Ti44_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  78.7006646483486 + -59.49768581557457 * tfactors.T9i + -76.4273 * tfactors.T913i + 3.87451 * tfactors.T913
                          + -3.61477 * tfactors.T9 + 0.367451 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  59.49768581557457 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -76.4273 * tfactors.T943i + (1.0/3.0) * 3.87451 * tfactors.T923i
                                   + -3.61477 + (5.0/3.0) * 0.367451 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5445,8 +5445,8 @@ void rate_Ti44_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti44_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti44_to_p_Sc43_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ti44 --> p + Sc43
 
@@ -5482,13 +5482,13 @@ void rate_Ti44_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  62.61343220623275 + -100.37294370395585 * tfactors.T9i + -32.1734 * tfactors.T913i + -1.77078 * tfactors.T913
                          + -2.21706 * tfactors.T9 + 0.298499 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  100.37294370395585 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -32.1734 * tfactors.T943i + (1.0/3.0) * -1.77078 * tfactors.T923i
                                   + -2.21706 + (5.0/3.0) * 0.298499 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5502,8 +5502,8 @@ void rate_Ti44_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr48_to_He4_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr48_to_He4_Ti44_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Cr48 --> He4 + Ti44
 
@@ -5539,13 +5539,13 @@ void rate_Cr48_to_He4_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  89.75906465832496 + -89.32364150067336 * tfactors.T9i + -81.667 * tfactors.T913i + -10.6333 * tfactors.T913
                          + -0.672613 * tfactors.T9 + 0.161209 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  89.32364150067336 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -81.667 * tfactors.T943i + (1.0/3.0) * -10.6333 * tfactors.T923i
                                   + -0.672613 + (5.0/3.0) * 0.161209 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5559,8 +5559,8 @@ void rate_Cr48_to_He4_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr48_to_p_V47_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Cr48 --> p + V47
 
@@ -5596,13 +5596,13 @@ void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  67.75975303984967 + -100.08956223422913 * tfactors.T9i + -34.0548 * tfactors.T913i + -3.41973 * tfactors.T913
                          + 1.16501 * tfactors.T9 + -0.105543 * tfactors.T953 + -6.20886 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  100.08956223422913 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -34.0548 * tfactors.T943i + (1.0/3.0) * -3.41973 * tfactors.T923i
                                   + 1.16501 + (5.0/3.0) * -0.105543 * tfactors.T923 + -6.20886 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5617,13 +5617,13 @@ void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  536.5429530398497 + -99.32517223422914 * tfactors.T9i + 317.171 * tfactors.T913i + -911.679 * tfactors.T913
                          + 94.4245 * tfactors.T9 + -10.1973 * tfactors.T953 + 332.227 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  99.32517223422914 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 317.171 * tfactors.T943i + (1.0/3.0) * -911.679 * tfactors.T923i
                                   + 94.4245 + (5.0/3.0) * -10.1973 * tfactors.T923 + 332.227 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5638,13 +5638,13 @@ void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  48.911453039849675 + -93.78359723422915 * tfactors.T9i + -45.9868 * tfactors.T913i + 13.6822 * tfactors.T913
                          + -0.376902 * tfactors.T9 + -0.0194875 * tfactors.T953 + -6.9232499999999995 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  93.78359723422915 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -45.9868 * tfactors.T943i + (1.0/3.0) * 13.6822 * tfactors.T923i
                                   + -0.376902 + (5.0/3.0) * -0.0194875 * tfactors.T923 + -6.9232499999999995 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5659,13 +5659,13 @@ void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  65.64255303984967 + -94.54467623422914 * tfactors.T9i + -110.655 * tfactors.T913i + 83.0232 * tfactors.T913
                          + -19.7762 * tfactors.T9 + 3.03961 * tfactors.T953 + -47.9742 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  94.54467623422914 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -110.655 * tfactors.T943i + (1.0/3.0) * 83.0232 * tfactors.T923i
                                   + -19.7762 + (5.0/3.0) * 3.03961 * tfactors.T923 + -47.9742 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5679,8 +5679,8 @@ void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_V47_to_He4_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_V47_to_He4_Ti44_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // V47 + p --> He4 + Ti44
 
@@ -5722,13 +5722,13 @@ void rate_p_V47_to_He4_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -76.63208838152472 + -6.086479266444236 * tfactors.T9i + 70.2835 * tfactors.T913
                          + -7.99061 * tfactors.T9 + 0.486213 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  6.086479266444236 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 70.2835 * tfactors.T923i
                                   + -7.99061 + (5.0/3.0) * 0.486213 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5742,8 +5742,8 @@ void rate_p_V47_to_He4_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe52_to_He4_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe52_to_He4_Cr48_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Fe52 --> He4 + Cr48
 
@@ -5779,13 +5779,13 @@ void rate_Fe52_to_He4_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  90.149113992515 + -92.09363997638769 * tfactors.T9i + -86.7459 * tfactors.T913i + -9.79373 * tfactors.T913
                          + -0.772169 * tfactors.T9 + 0.155883 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  92.09363997638769 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -86.7459 * tfactors.T943i + (1.0/3.0) * -9.79373 * tfactors.T923i
                                   + -0.772169 + (5.0/3.0) * 0.155883 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5799,8 +5799,8 @@ void rate_Fe52_to_He4_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe52_to_p_Mn51_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe52_to_p_Mn51_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Fe52 --> p + Mn51
 
@@ -5836,13 +5836,13 @@ void rate_Fe52_to_p_Mn51_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  61.74743132228039 + -85.61663846070292 * tfactors.T9i + -36.1825 * tfactors.T913i + 0.873042 * tfactors.T913
                          + -2.89731 * tfactors.T9 + 0.364394 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  85.61663846070292 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -36.1825 * tfactors.T943i + (1.0/3.0) * 0.873042 * tfactors.T923i
                                   + -2.89731 + (5.0/3.0) * 0.364394 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5856,8 +5856,8 @@ void rate_Fe52_to_p_Mn51_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Mn51_to_He4_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Mn51_to_He4_Cr48_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Mn51 + p --> He4 + Cr48
 
@@ -5899,13 +5899,13 @@ void rate_p_Mn51_to_He4_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  58.71348267023461 + -6.47700151570639 * tfactors.T9i + -86.7459 * tfactors.T913i + 1.05653 * tfactors.T913
                          + -1.15757 * tfactors.T9 + 0.0877546 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  6.47700151570639 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -86.7459 * tfactors.T943i + (1.0/3.0) * 1.05653 * tfactors.T923i
                                   + -1.15757 + (5.0/3.0) * 0.0877546 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5919,8 +5919,8 @@ void rate_p_Mn51_to_He4_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni56_to_He4_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni56_to_He4_Fe52_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ni56 --> He4 + Fe52
 
@@ -5956,13 +5956,13 @@ void rate_Ni56_to_He4_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  91.62430485073777 + -92.84097094326391 * tfactors.T9i + -91.6819 * tfactors.T913i + -9.51885 * tfactors.T913
                          + -0.533014 * tfactors.T9 + 0.0892607 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  92.84097094326391 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -91.6819 * tfactors.T943i + (1.0/3.0) * -9.51885 * tfactors.T923i
                                   + -0.533014 + (5.0/3.0) * 0.0892607 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5976,8 +5976,8 @@ void rate_Ni56_to_He4_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni56_to_p_Co55_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni56_to_p_Co55_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ni56 --> p + Co55
 
@@ -6013,13 +6013,13 @@ void rate_Ni56_to_p_Co55_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  63.15120404192561 + -83.16460378149378 * tfactors.T9i + -38.1053 * tfactors.T913i + -0.210947 * tfactors.T913
                          + -2.68377 * tfactors.T9 + 0.355814 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  83.16460378149378 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -38.1053 * tfactors.T943i + (1.0/3.0) * -0.210947 * tfactors.T923i
                                   + -2.68377 + (5.0/3.0) * 0.355814 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -6033,8 +6033,8 @@ void rate_Ni56_to_p_Co55_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Co55_to_He4_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Co55_to_He4_Fe52_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Co55 + p --> He4 + Fe52
 
@@ -6076,13 +6076,13 @@ void rate_p_Co55_to_He4_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  61.42570080881217 + -9.676367161770125 * tfactors.T9i + -91.6819 * tfactors.T913i + -0.329235 * tfactors.T913
                          + -0.780924 * tfactors.T9 + 0.0425179 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  9.676367161770125 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -91.6819 * tfactors.T943i + (1.0/3.0) * -0.329235 * tfactors.T923i
                                   + -0.780924 + (5.0/3.0) * 0.0425179 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -6112,414 +6112,954 @@ fill_derived_rates(const tf_t& tfactors, T& rate_eval)
 
     pf_cache.index_temp_array_1 = interp_net::find_index(tfactors.T9, part_fun::temp_array_1);
 
-    rate_N13_to_p_C12_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_N13_to_p_C12_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_N13_to_p_C12_derived) = drate_dT;
+    {
+        // N13_to_p_C12_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_N13_to_p_C12_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_N13_to_p_C12_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_N13_to_p_C12_derived) = drate_dT;
+        }
     }
-    rate_N14_to_p_C13_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_N14_to_p_C13_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_N14_to_p_C13_derived) = drate_dT;
 
-    }
-    rate_O14_to_p_N13_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_O14_to_p_N13_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O14_to_p_N13_derived) = drate_dT;
+    {
+        // N14_to_p_C13_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_N14_to_p_C13_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_N14_to_p_C13_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_N14_to_p_C13_derived) = drate_dT;
+        }
     }
-    rate_O15_to_p_N14_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_O15_to_p_N14_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O15_to_p_N14_derived) = drate_dT;
 
-    }
-    rate_O16_to_p_N15_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_O16_to_p_N15_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_to_p_N15_derived) = drate_dT;
+    {
+        // O14_to_p_N13_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O14_to_p_N13_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_O14_to_p_N13_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O14_to_p_N13_derived) = drate_dT;
+        }
     }
-    rate_O16_to_He4_C12_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_O16_to_He4_C12_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_to_He4_C12_derived) = drate_dT;
 
-    }
-    rate_F17_to_p_O16_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_F17_to_p_O16_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_F17_to_p_O16_derived) = drate_dT;
+    {
+        // O15_to_p_N14_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O15_to_p_N14_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_O15_to_p_N14_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O15_to_p_N14_derived) = drate_dT;
+        }
     }
-    rate_F18_to_p_O17_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_F18_to_p_O17_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_F18_to_p_O17_derived) = drate_dT;
 
-    }
-    rate_F18_to_He4_N14_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_F18_to_He4_N14_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_F18_to_He4_N14_derived) = drate_dT;
+    {
+        // O16_to_p_N15_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O16_to_p_N15_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_O16_to_p_N15_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O16_to_p_N15_derived) = drate_dT;
+        }
     }
-    rate_F19_to_p_O18_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_F19_to_p_O18_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_F19_to_p_O18_derived) = drate_dT;
 
-    }
-    rate_F19_to_He4_N15_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_F19_to_He4_N15_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_F19_to_He4_N15_derived) = drate_dT;
+    {
+        // O16_to_He4_C12_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O16_to_He4_C12_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_O16_to_He4_C12_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O16_to_He4_C12_derived) = drate_dT;
+        }
     }
-    rate_Ne18_to_p_F17_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ne18_to_p_F17_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ne18_to_p_F17_derived) = drate_dT;
 
-    }
-    rate_Ne18_to_He4_O14_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ne18_to_He4_O14_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ne18_to_He4_O14_derived) = drate_dT;
+    {
+        // F17_to_p_O16_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_F17_to_p_O16_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_F17_to_p_O16_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_F17_to_p_O16_derived) = drate_dT;
+        }
     }
-    rate_Ne19_to_p_F18_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ne19_to_p_F18_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ne19_to_p_F18_derived) = drate_dT;
 
-    }
-    rate_Ne19_to_He4_O15_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ne19_to_He4_O15_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ne19_to_He4_O15_derived) = drate_dT;
+    {
+        // F18_to_p_O17_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_F18_to_p_O17_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_F18_to_p_O17_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_F18_to_p_O17_derived) = drate_dT;
+        }
     }
-    rate_Ne20_to_p_F19_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ne20_to_p_F19_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ne20_to_p_F19_derived) = drate_dT;
 
-    }
-    rate_Ne20_to_He4_O16_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ne20_to_He4_O16_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ne20_to_He4_O16_derived) = drate_dT;
+    {
+        // F18_to_He4_N14_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_F18_to_He4_N14_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_F18_to_He4_N14_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_F18_to_He4_N14_derived) = drate_dT;
+        }
     }
-    rate_Ne21_to_He4_O17_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ne21_to_He4_O17_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ne21_to_He4_O17_derived) = drate_dT;
 
-    }
-    rate_Ne22_to_He4_O18_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ne22_to_He4_O18_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ne22_to_He4_O18_derived) = drate_dT;
+    {
+        // F19_to_p_O18_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_F19_to_p_O18_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_F19_to_p_O18_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_F19_to_p_O18_derived) = drate_dT;
+        }
     }
-    rate_Na21_to_p_Ne20_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Na21_to_p_Ne20_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Na21_to_p_Ne20_derived) = drate_dT;
 
-    }
-    rate_Na21_to_He4_F17_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Na21_to_He4_F17_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Na21_to_He4_F17_derived) = drate_dT;
+    {
+        // F19_to_He4_N15_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_F19_to_He4_N15_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_F19_to_He4_N15_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_F19_to_He4_N15_derived) = drate_dT;
+        }
     }
-    rate_Na22_to_p_Ne21_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Na22_to_p_Ne21_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Na22_to_p_Ne21_derived) = drate_dT;
 
-    }
-    rate_Na22_to_He4_F18_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Na22_to_He4_F18_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Na22_to_He4_F18_derived) = drate_dT;
+    {
+        // Ne18_to_p_F17_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne18_to_p_F17_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ne18_to_p_F17_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ne18_to_p_F17_derived) = drate_dT;
+        }
     }
-    rate_Na23_to_p_Ne22_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Na23_to_p_Ne22_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Na23_to_p_Ne22_derived) = drate_dT;
 
-    }
-    rate_Na23_to_He4_F19_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Na23_to_He4_F19_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Na23_to_He4_F19_derived) = drate_dT;
+    {
+        // Ne18_to_He4_O14_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne18_to_He4_O14_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ne18_to_He4_O14_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ne18_to_He4_O14_derived) = drate_dT;
+        }
     }
-    rate_Mg24_to_p_Na23_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Mg24_to_p_Na23_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mg24_to_p_Na23_derived) = drate_dT;
 
-    }
-    rate_Mg24_to_He4_Ne20_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Mg24_to_He4_Ne20_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mg24_to_He4_Ne20_derived) = drate_dT;
+    {
+        // Ne19_to_p_F18_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne19_to_p_F18_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ne19_to_p_F18_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ne19_to_p_F18_derived) = drate_dT;
+        }
     }
-    rate_Al27_to_He4_Na23_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Al27_to_He4_Na23_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Al27_to_He4_Na23_derived) = drate_dT;
 
-    }
-    rate_Si28_to_p_Al27_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Si28_to_p_Al27_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Si28_to_p_Al27_derived) = drate_dT;
+    {
+        // Ne19_to_He4_O15_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne19_to_He4_O15_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ne19_to_He4_O15_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ne19_to_He4_O15_derived) = drate_dT;
+        }
     }
-    rate_Si28_to_He4_Mg24_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Si28_to_He4_Mg24_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Si28_to_He4_Mg24_derived) = drate_dT;
 
-    }
-    rate_P31_to_He4_Al27_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_P31_to_He4_Al27_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_P31_to_He4_Al27_derived) = drate_dT;
+    {
+        // Ne20_to_p_F19_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne20_to_p_F19_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ne20_to_p_F19_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ne20_to_p_F19_derived) = drate_dT;
+        }
     }
-    rate_S32_to_p_P31_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_S32_to_p_P31_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_S32_to_p_P31_derived) = drate_dT;
 
-    }
-    rate_S32_to_He4_Si28_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_S32_to_He4_Si28_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_S32_to_He4_Si28_derived) = drate_dT;
+    {
+        // Ne20_to_He4_O16_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne20_to_He4_O16_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ne20_to_He4_O16_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ne20_to_He4_O16_derived) = drate_dT;
+        }
     }
-    rate_C12_to_He4_He4_He4_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_C12_to_He4_He4_He4_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_to_He4_He4_He4_derived) = drate_dT;
 
-    }
-    rate_He4_C12_to_p_N15_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_C12_to_p_N15_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_C12_to_p_N15_derived) = drate_dT;
+    {
+        // Ne21_to_He4_O17_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne21_to_He4_O17_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ne21_to_He4_O17_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ne21_to_He4_O17_derived) = drate_dT;
+        }
     }
-    rate_He4_N14_to_p_O17_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_N14_to_p_O17_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_N14_to_p_O17_derived) = drate_dT;
 
-    }
-    rate_He4_N15_to_p_O18_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_N15_to_p_O18_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_N15_to_p_O18_derived) = drate_dT;
+    {
+        // Ne22_to_He4_O18_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne22_to_He4_O18_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ne22_to_He4_O18_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ne22_to_He4_O18_derived) = drate_dT;
+        }
     }
-    rate_He4_O15_to_p_F18_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_O15_to_p_F18_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O15_to_p_F18_derived) = drate_dT;
 
-    }
-    rate_p_O16_to_He4_N13_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_O16_to_He4_N13_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O16_to_He4_N13_derived) = drate_dT;
+    {
+        // Na21_to_p_Ne20_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Na21_to_p_Ne20_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Na21_to_p_Ne20_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Na21_to_p_Ne20_derived) = drate_dT;
+        }
     }
-    rate_He4_O16_to_p_F19_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_O16_to_p_F19_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O16_to_p_F19_derived) = drate_dT;
 
-    }
-    rate_p_F17_to_He4_O14_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_F17_to_He4_O14_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_F17_to_He4_O14_derived) = drate_dT;
+    {
+        // Na21_to_He4_F17_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Na21_to_He4_F17_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Na21_to_He4_F17_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Na21_to_He4_F17_derived) = drate_dT;
+        }
     }
-    rate_He4_F17_to_p_Ne20_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_F17_to_p_Ne20_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_F17_to_p_Ne20_derived) = drate_dT;
 
-    }
-    rate_He4_Ne20_to_p_Na23_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Ne20_to_p_Na23_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_p_Na23_derived) = drate_dT;
+    {
+        // Na22_to_p_Ne21_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Na22_to_p_Ne21_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Na22_to_p_Ne21_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Na22_to_p_Ne21_derived) = drate_dT;
+        }
     }
-    rate_p_Ne21_to_He4_F18_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_Ne21_to_He4_F18_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ne21_to_He4_F18_derived) = drate_dT;
 
-    }
-    rate_p_Ne22_to_He4_F19_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_Ne22_to_He4_F19_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ne22_to_He4_F19_derived) = drate_dT;
+    {
+        // Na22_to_He4_F18_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Na22_to_He4_F18_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Na22_to_He4_F18_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Na22_to_He4_F18_derived) = drate_dT;
+        }
     }
-    rate_p_Na21_to_He4_Ne18_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_Na21_to_He4_Ne18_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Na21_to_He4_Ne18_derived) = drate_dT;
 
-    }
-    rate_He4_Na21_to_p_Mg24_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Na21_to_p_Mg24_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Na21_to_p_Mg24_derived) = drate_dT;
+    {
+        // Na23_to_p_Ne22_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Na23_to_p_Ne22_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Na23_to_p_Ne22_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Na23_to_p_Ne22_derived) = drate_dT;
+        }
     }
-    rate_p_Na22_to_He4_Ne19_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_Na22_to_He4_Ne19_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Na22_to_He4_Ne19_derived) = drate_dT;
 
-    }
-    rate_He4_Mg24_to_p_Al27_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Mg24_to_p_Al27_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_p_Al27_derived) = drate_dT;
+    {
+        // Na23_to_He4_F19_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Na23_to_He4_F19_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Na23_to_He4_F19_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Na23_to_He4_F19_derived) = drate_dT;
+        }
     }
-    rate_He4_Si28_to_p_P31_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Si28_to_p_P31_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_p_P31_derived) = drate_dT;
 
-    }
-    rate_He4_S32_to_p_Cl35_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_S32_to_p_Cl35_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_removed) = drate_dT;
+    {
+        // Mg24_to_p_Na23_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mg24_to_p_Na23_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Mg24_to_p_Na23_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mg24_to_p_Na23_derived) = drate_dT;
+        }
     }
-    rate_Ar36_to_He4_S32_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ar36_to_He4_S32_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ar36_to_He4_S32_removed) = drate_dT;
 
-    }
-    rate_Ar36_to_p_Cl35_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ar36_to_p_Cl35_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ar36_to_p_Cl35_removed) = drate_dT;
+    {
+        // Mg24_to_He4_Ne20_derived
 
-    }
-    rate_He4_Ar36_to_p_K39_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Ar36_to_p_K39_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_removed) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mg24_to_He4_Ne20_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Mg24_to_He4_Ne20_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mg24_to_He4_Ne20_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_Ca40_to_He4_Ar36_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ca40_to_He4_Ar36_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca40_to_He4_Ar36_removed) = drate_dT;
+    {
+        // Al27_to_He4_Na23_derived
 
-    }
-    rate_Ca40_to_p_K39_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ca40_to_p_K39_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca40_to_p_K39_removed) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Al27_to_He4_Na23_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Al27_to_He4_Na23_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Al27_to_He4_Na23_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_He4_Ca40_to_p_Sc43_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_removed) = drate_dT;
+    {
+        // Si28_to_p_Al27_derived
 
-    }
-    rate_Ti44_to_He4_Ca40_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ti44_to_He4_Ca40_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti44_to_He4_Ca40_removed) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Si28_to_p_Al27_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Si28_to_p_Al27_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Si28_to_p_Al27_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_Ti44_to_p_Sc43_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ti44_to_p_Sc43_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti44_to_p_Sc43_removed) = drate_dT;
+    {
+        // Si28_to_He4_Mg24_derived
 
-    }
-    rate_Cr48_to_He4_Ti44_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Cr48_to_He4_Ti44_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr48_to_He4_Ti44_removed) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Si28_to_He4_Mg24_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Si28_to_He4_Mg24_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Si28_to_He4_Mg24_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_Cr48_to_p_V47_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Cr48_to_p_V47_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr48_to_p_V47_removed) = drate_dT;
+    {
+        // P31_to_He4_Al27_derived
 
-    }
-    rate_p_V47_to_He4_Ti44_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_V47_to_He4_Ti44_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_removed) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_P31_to_He4_Al27_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_P31_to_He4_Al27_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_P31_to_He4_Al27_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_Fe52_to_He4_Cr48_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Fe52_to_He4_Cr48_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe52_to_He4_Cr48_removed) = drate_dT;
+    {
+        // S32_to_p_P31_derived
 
-    }
-    rate_Fe52_to_p_Mn51_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Fe52_to_p_Mn51_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe52_to_p_Mn51_removed) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_S32_to_p_P31_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_S32_to_p_P31_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_S32_to_p_P31_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_p_Mn51_to_He4_Cr48_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_removed) = drate_dT;
+    {
+        // S32_to_He4_Si28_derived
 
-    }
-    rate_Ni56_to_He4_Fe52_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ni56_to_He4_Fe52_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni56_to_He4_Fe52_removed) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_S32_to_He4_Si28_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_S32_to_He4_Si28_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_S32_to_He4_Si28_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_Ni56_to_p_Co55_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ni56_to_p_Co55_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni56_to_p_Co55_removed) = drate_dT;
+    {
+        // C12_to_He4_He4_He4_derived
 
-    }
-    rate_p_Co55_to_He4_Fe52_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_removed) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_C12_to_He4_He4_He4_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_C12_to_He4_He4_He4_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_to_He4_He4_He4_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_C12_to_p_N15_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_C12);
+        }
+#endif
+        rate_He4_C12_to_p_N15_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_C12_to_p_N15_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_C12_to_p_N15_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_N14_to_p_O17_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_N14);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_N14);
+        }
+#endif
+        rate_He4_N14_to_p_O17_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_N14_to_p_O17_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_N14_to_p_O17_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_N15_to_p_O18_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_N15);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_N15);
+        }
+#endif
+        rate_He4_N15_to_p_O18_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_N15_to_p_O18_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_N15_to_p_O18_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O15_to_p_F18_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O15);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O15);
+        }
+#endif
+        rate_He4_O15_to_p_F18_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_O15_to_p_F18_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O15_to_p_F18_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_O16_to_He4_N13_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O16);
+        }
+#endif
+        rate_p_O16_to_He4_N13_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_O16_to_He4_N13_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O16_to_He4_N13_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O16_to_p_F19_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O16);
+        }
+#endif
+        rate_He4_O16_to_p_F19_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_O16_to_p_F19_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O16_to_p_F19_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_F17_to_He4_O14_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_F17);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_F17);
+        }
+#endif
+        rate_p_F17_to_He4_O14_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_F17_to_He4_O14_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_F17_to_He4_O14_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_F17_to_p_Ne20_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_F17);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_F17);
+        }
+#endif
+        rate_He4_F17_to_p_Ne20_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_F17_to_p_Ne20_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_F17_to_p_Ne20_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ne20_to_p_Na23_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ne20);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ne20);
+        }
+#endif
+        rate_He4_Ne20_to_p_Na23_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Ne20_to_p_Na23_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ne20_to_p_Na23_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ne21_to_He4_F18_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ne21);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ne21);
+        }
+#endif
+        rate_p_Ne21_to_He4_F18_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_Ne21_to_He4_F18_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ne21_to_He4_F18_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ne22_to_He4_F19_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ne22);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ne22);
+        }
+#endif
+        rate_p_Ne22_to_He4_F19_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_Ne22_to_He4_F19_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ne22_to_He4_F19_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_Na21_to_He4_Ne18_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Na21);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Na21);
+        }
+#endif
+        rate_p_Na21_to_He4_Ne18_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_Na21_to_He4_Ne18_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Na21_to_He4_Ne18_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Na21_to_p_Mg24_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Na21);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Na21);
+        }
+#endif
+        rate_He4_Na21_to_p_Mg24_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Na21_to_p_Mg24_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Na21_to_p_Mg24_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_Na22_to_He4_Ne19_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Na22);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Na22);
+        }
+#endif
+        rate_p_Na22_to_He4_Ne19_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_Na22_to_He4_Ne19_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Na22_to_He4_Ne19_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mg24_to_p_Al27_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mg24);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mg24);
+        }
+#endif
+        rate_He4_Mg24_to_p_Al27_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Mg24_to_p_Al27_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mg24_to_p_Al27_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Si28_to_p_P31_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Si28);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Si28);
+        }
+#endif
+        rate_He4_Si28_to_p_P31_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Si28_to_p_P31_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Si28_to_p_P31_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_S32_to_p_Cl35_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_S32);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_S32);
+        }
+#endif
+        rate_He4_S32_to_p_Cl35_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_S32_to_p_Cl35_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ar36_to_He4_S32_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ar36_to_He4_S32_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ar36_to_He4_S32_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ar36_to_He4_S32_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ar36_to_p_Cl35_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ar36_to_p_Cl35_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ar36_to_p_Cl35_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ar36_to_p_Cl35_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ar36_to_p_K39_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ar36);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ar36);
+        }
+#endif
+        rate_He4_Ar36_to_p_K39_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Ar36_to_p_K39_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ca40_to_He4_Ar36_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ca40_to_He4_Ar36_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ca40_to_He4_Ar36_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ca40_to_He4_Ar36_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ca40_to_p_K39_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ca40_to_p_K39_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ca40_to_p_K39_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ca40_to_p_K39_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ca40_to_p_Sc43_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ca40);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ca40);
+        }
+#endif
+        rate_He4_Ca40_to_p_Sc43_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ti44_to_He4_Ca40_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ti44_to_He4_Ca40_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ti44_to_He4_Ca40_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ti44_to_He4_Ca40_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ti44_to_p_Sc43_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ti44_to_p_Sc43_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ti44_to_p_Sc43_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ti44_to_p_Sc43_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Cr48_to_He4_Ti44_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cr48_to_He4_Ti44_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Cr48_to_He4_Ti44_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cr48_to_He4_Ti44_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Cr48_to_p_V47_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cr48_to_p_V47_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Cr48_to_p_V47_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cr48_to_p_V47_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_V47_to_He4_Ti44_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_V47);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_V47);
+        }
+#endif
+        rate_p_V47_to_He4_Ti44_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_V47_to_He4_Ti44_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Fe52_to_He4_Cr48_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe52_to_He4_Cr48_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Fe52_to_He4_Cr48_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe52_to_He4_Cr48_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Fe52_to_p_Mn51_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe52_to_p_Mn51_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Fe52_to_p_Mn51_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe52_to_p_Mn51_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_Mn51_to_He4_Cr48_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Mn51);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Mn51);
+        }
+#endif
+        rate_p_Mn51_to_He4_Cr48_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ni56_to_He4_Fe52_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni56_to_He4_Fe52_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ni56_to_He4_Fe52_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni56_to_He4_Fe52_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ni56_to_p_Co55_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni56_to_p_Co55_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ni56_to_p_Co55_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni56_to_p_Co55_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_Co55_to_He4_Fe52_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Co55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Co55);
+        }
+#endif
+        rate_p_Co55_to_He4_Fe52_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_derived) = drate_dT;
+        }
     }
 
+
 }
 #endif
diff --git a/networks/he-burn/cno-he-burn-34am/interp_tools.H b/networks/he-burn/cno-he-burn-34am/interp_tools.H
index 5444bb552a..bbc0d26855 100644
--- a/networks/he-burn/cno-he-burn-34am/interp_tools.H
+++ b/networks/he-burn/cno-he-burn-34am/interp_tools.H
@@ -55,7 +55,7 @@ namespace interp_net {
 
         if (x0 < x_array(left)) {
             idx = left;
-        } else if (x0 > x_array(right)) {
+        } else if (x0 >= x_array(right)) {
             idx = right - 1;
         } else {
             idx = find_index(x0, x_array);
diff --git a/networks/he-burn/cno-he-burn-34am/modified_rates.H b/networks/he-burn/cno-he-burn-34am/modified_rates.H
new file mode 100644
index 0000000000..13c5468cd1
--- /dev/null
+++ b/networks/he-burn/cno-he-burn-34am/modified_rates.H
@@ -0,0 +1,166 @@
+#ifndef MODIFIED_RATES_H
+#define MODIFIED_RATES_H
+
+#include <AMReX.H>
+#include <AMReX_Print.H>
+
+#include <tfactors.H>
+#include <actual_network.H>
+#include <rate_type.H>
+#include <temperature_table_rates.H>
+#include <reaclib_rates.H>
+
+namespace modified_rates {
+
+    using namespace temp_tabular;
+
+    template <int do_T_derivatives>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    void rate_C12_C12_to_Mg24_modified(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
+
+        // C12 + C12 --> Mg24 (calls the underlying rate)
+
+        rate_C12_C12_to_n_Mg23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+    }
+
+    template <int do_T_derivatives>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    void rate_O16_O16_to_S32_modified(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
+
+        // O16 + O16 --> S32 (calls the underlying rate)
+
+        rate_O16_O16_to_n_S31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+    }
+
+    template <int do_T_derivatives>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    void rate_C12_O16_to_Si28_modified(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
+
+        // O16 + C12 --> Si28 (calls the underlying rate)
+
+        rate_C12_O16_to_n_Si27_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+    }
+
+    template <int do_T_derivatives>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    void rate_He4_Na22_to_Si28_modified(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
+
+        // Na22 + 1.5 He4 --> Si28 (calls the underlying rate)
+
+        rate_He4_Na22_to_Al26_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+    }
+
+    template <int do_T_derivatives>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    void rate_p_Mg24_to_Na22_He4_modified(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
+
+        // Mg24 + p + p --> Na22 + He4 (calls the underlying rate)
+
+        rate_p_Mg24_to_Al25_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+    }
+
+
+    template <int do_T_derivatives, typename T>
+    AMREX_GPU_HOST_DEVICE AMREX_INLINE
+    void
+    fill_rates([[maybe_unused]] const tf_t& tfactors,
+               [[maybe_unused]] T& rate_eval)
+    {
+
+        [[maybe_unused]] amrex::Real rate;
+        [[maybe_unused]] amrex::Real drate_dT;
+
+        {
+            // C12_C12_to_Mg24_modified
+
+            amrex::Real log_scor {0.0_rt};
+            amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+            log_scor = rate_eval.log_screen(k_C12_C12);
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_C12);
+            }
+#endif
+            rate_C12_C12_to_Mg24_modified<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+            rate_eval.screened_rates(k_C12_C12_to_Mg24_modified) = rate;
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                rate_eval.dscreened_rates_dT(k_C12_C12_to_Mg24_modified) = drate_dT;
+            }
+        }
+
+        {
+            // O16_O16_to_S32_modified
+
+            amrex::Real log_scor {0.0_rt};
+            amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+            log_scor = rate_eval.log_screen(k_O16_O16);
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                dlog_scor_dT = rate_eval.dlog_screen_dT(k_O16_O16);
+            }
+#endif
+            rate_O16_O16_to_S32_modified<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+            rate_eval.screened_rates(k_O16_O16_to_S32_modified) = rate;
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                rate_eval.dscreened_rates_dT(k_O16_O16_to_S32_modified) = drate_dT;
+            }
+        }
+
+        {
+            // C12_O16_to_Si28_modified
+
+            amrex::Real log_scor {0.0_rt};
+            amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+            log_scor = rate_eval.log_screen(k_C12_O16);
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_O16);
+            }
+#endif
+            rate_C12_O16_to_Si28_modified<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+            rate_eval.screened_rates(k_C12_O16_to_Si28_modified) = rate;
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                rate_eval.dscreened_rates_dT(k_C12_O16_to_Si28_modified) = drate_dT;
+            }
+        }
+
+        {
+            // He4_Na22_to_Si28_modified
+
+            amrex::Real log_scor {0.0_rt};
+            amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+            log_scor = rate_eval.log_screen(k_He4_Na22);
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Na22);
+            }
+#endif
+            rate_He4_Na22_to_Si28_modified<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+            rate_eval.screened_rates(k_He4_Na22_to_Si28_modified) = rate;
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                rate_eval.dscreened_rates_dT(k_He4_Na22_to_Si28_modified) = drate_dT;
+            }
+        }
+
+        {
+            // p_Mg24_to_Na22_He4_modified
+
+            amrex::Real log_scor {0.0_rt};
+            amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+            log_scor = rate_eval.log_screen(k_p_Mg24);
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Mg24);
+            }
+#endif
+            rate_p_Mg24_to_Na22_He4_modified<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+            rate_eval.screened_rates(k_p_Mg24_to_Na22_He4_modified) = rate;
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                rate_eval.dscreened_rates_dT(k_p_Mg24_to_Na22_He4_modified) = drate_dT;
+            }
+        }
+
+
+    }
+}
+#endif
diff --git a/networks/he-burn/cno-he-burn-34am/partition_functions.H b/networks/he-burn/cno-he-burn-34am/partition_functions.H
index 9a62860ca9..47d03cfc05 100644
--- a/networks/he-burn/cno-he-burn-34am/partition_functions.H
+++ b/networks/he-burn/cno-he-burn-34am/partition_functions.H
@@ -22,7 +22,7 @@ namespace part_fun {
 
     // this is T9
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> temp_array_1 = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> temp_array_1 = {
         0.01, 0.15, 0.2, 0.3, 0.4,
         0.5, 0.6, 0.7, 0.8, 0.9,
         1.0, 1.5, 2.0, 2.5, 3.0,
@@ -45,12 +45,12 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> O14_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> O14_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
-        0.0, 0.0, 0.0, 0.0, 0.04879016416943205,
+        0.0, 0.0, 0.0, 0.0, 0.04879016416943204,
         0.10436001532424286, 0.1823215567939546, 0.27763173659827955, 0.3852624007906449, 0.5007752879124892,
         0.6097655716208943, 0.712949807856125, 0.8153648132841944, 0.9082585601768908, 1.1085626195212777,
         1.269760544863939, 1.3937663759585917, 1.4906543764441336, 1.5644405465033646, 1.6193882432872684,
@@ -60,7 +60,7 @@ namespace part_fun {
         1.2781522025001875, 1.2178757094949273, 1.1568811967920856, 1.091923300517313, 1.0260415958332743,
         0.9555114450274363, 0.8878912573524571, 0.8153648132841944, 0.7419373447293773, 0.5933268452777344,
         0.4382549309311553, 0.28517894223366247, 0.12221763272424911, -0.040821994520255166, -0.2045671657412744,
-        -0.3696154552144672, -0.7874578600311866,
+        -0.36961545521446726, -0.7874578600311866,
     };
 
     constexpr amrex::Real O14_pf_threshold_T9 = 10.0;
@@ -69,12 +69,12 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> O15_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> O15_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
-        0.0, 0.0, 0.0, 0.0, 0.04879016416943205,
+        0.0, 0.0, 0.0, 0.0, 0.04879016416943204,
         0.10436001532424286, 0.1906203596086497, 0.3148107398400336, 0.47000362924573563, 0.6418538861723947,
         0.8329091229351039, 1.0296194171811581, 1.2325602611778486, 1.43746264769429, 1.9572739077056285,
         2.4849066497880004, 3.0155349008501706, 3.55820113047182, 4.109233174715851, 4.672828834461906,
@@ -93,7 +93,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> O16_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> O16_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
@@ -117,7 +117,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> O17_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> O17_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.009950330853168092, 0.009950330853168092,
@@ -141,11 +141,11 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> O18_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> O18_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
-        0.009950330853168092, 0.01980262729617973, 0.02955880224154443, 0.04879016416943205, 0.11332868530700327,
+        0.009950330853168092, 0.01980262729617973, 0.02955880224154443, 0.04879016416943204, 0.11332868530700327,
         0.19885085874516517, 0.3074846997479607, 0.4252677354043441, 0.5481214085096876, 0.883767540168595,
         1.1786549963416462, 1.4586150226995167, 1.7209792871670078, 1.965712776351493, 2.1972245773362196,
         2.424802725718295, 2.6390573296152584, 2.8622008809294686, 3.0819099697950434, 3.66612246699132,
@@ -165,10 +165,10 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> F17_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> F17_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
-        0.0, 0.009950330853168092, 0.01980262729617973, 0.02955880224154443, 0.04879016416943205,
+        0.0, 0.009950330853168092, 0.01980262729617973, 0.02955880224154443, 0.04879016416943204,
         0.058268908123975824, 0.0769610411361284, 0.08617769624105241, 0.09531017980432493, 0.12221763272424911,
         0.13976194237515863, 0.1570037488096647, 0.17395330712343798, 0.19885085874516517, 0.26236426446749106,
         0.3293037471426003, 0.41871033485818504, 0.5247285289349821, 0.6471032420585384, 0.7884573603642703,
@@ -189,7 +189,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> F18_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> F18_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.01980262729617973, 0.058268908123975824, 0.11332868530700327,
@@ -213,8 +213,8 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> F19_pf_array = {
-        0.0, 0.0, 0.0, 0.01980262729617973, 0.04879016416943205,
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> F19_pf_array = {
+        0.0, 0.0, 0.0, 0.01980262729617973, 0.04879016416943204,
         0.10436001532424286, 0.1823215567939546, 0.25464221837358075, 0.3293037471426003, 0.4054651081081644,
         0.4762341789963717, 0.7514160886839212, 0.9282193027394288, 1.0473189942805592, 1.1378330018213911,
         1.208960345836975, 1.2725655957915476, 1.3270750014599193, 1.3762440252663892, 1.4701758451005926,
@@ -237,7 +237,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ne18_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ne18_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 1.9999980000601777e-06, 8.799612822723034e-05, 0.0007846920486507036, 0.003394233068015617,
@@ -261,8 +261,8 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ne19_pf_array = {
-        0.0, 0.0, 2.9999954999842446e-06, 0.0003219481691259959, 0.003318487723826479,
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ne19_pf_array = {
+        0.0, 0.0, 2.9999954999842446e-06, 0.0003219481691259959, 0.0033184877238264794,
         0.013481711943087782, 0.03417917980009353, 0.06595532949044476, 0.10712645546785465, 0.15502315625184526,
         0.20693855676966694, 0.4661192196858503, 0.6710247746567657, 0.8227626032729527, 0.9386027570158706,
         1.0315639539149817, 1.109845294891226, 1.1784257392950268, 1.240344462774468, 1.3511613618686162,
@@ -285,7 +285,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ne20_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ne20_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 1.5999872001381317e-05, 0.00038192705657577196, 0.0025407695097516073, 0.008962714607884434,
@@ -309,7 +309,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ne21_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ne21_pf_array = {
         0.0, 0.0, 0.0, 1.9999980000601777e-06, 5.6998375561702104e-05,
         0.00043790410599996464, 0.0016975583321979725, 0.004468003589507688, 0.00921937069756716, 0.01616858116158369,
         0.02529633275369882, 0.09484097883767402, 0.1790771326706854, 0.25859486149358507, 0.3283586964062474,
@@ -333,7 +333,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ne22_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ne22_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         1.9999980000601777e-06, 0.00026096594542543384, 0.003066294111560706, 0.013387979718225645, 0.035508060548991756,
@@ -357,7 +357,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Na21_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Na21_pf_array = {
         0.0, 0.0, 0.0, 3.999991999914312e-06, 9.899509982348023e-05,
         0.0006767709388771284, 0.0024410182892125013, 0.006096379259495127, 0.012091601053391313, 0.02055822411393352,
         0.031367844548991185, 0.10890821512347947, 0.19780358923836597, 0.2791911261787138, 0.34935391045177344,
@@ -381,7 +381,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Na22_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Na22_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         9.999994999180668e-07, 5.99998200002249e-06, 2.999955000897429e-05, 0.00010499448788586636, 0.0002759619190066846,
         0.000604817061281531, 0.006891201037725975, 0.02495306647419179, 0.05592181623486148, 0.09769188674184422,
@@ -405,7 +405,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Na23_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Na23_pf_array = {
         0.0, 0.0, 0.0, 0.0, 3.999991999914312e-06,
         5.499848755537228e-05, 0.0003019544071791481, 0.0010184811719273939, 0.002532789778269521, 0.0051397687298581594,
         0.00904794362623629, 0.048651106882368046, 0.11044327651595648, 0.1779034781081781, 0.24236561796080108,
@@ -429,10 +429,10 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Mg24_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Mg24_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
-        9.999994999180668e-07, 0.0001259920626667995, 0.0017764212290928272, 0.008665347199341391, 0.02478529122240376,
+        9.999994999180668e-07, 0.0001259920626667995, 0.0017764212290928272, 0.008665347199341391, 0.024785291222403763,
         0.05209612203517594, 0.09017063128626053, 0.13704782771330884, 0.19024508258946665, 0.30679917070896673,
         0.42717245621910793, 0.5457138884802113, 0.660894613389287, 0.773014180490088, 0.9932517730102834,
         1.2119409739751128, 1.4398351280479205, 1.682688374173693, 1.9487632180377197, 2.244955980157409,
@@ -453,7 +453,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Al27_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Al27_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 1.9999980000601777e-06, 7.999968000178667e-06,
         2.3999712004631918e-05, 0.0007467211343664971, 0.0043365834151270505, 0.012613119117341724, 0.025879225360058624,
@@ -477,7 +477,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Si28_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Si28_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 4.999987500074422e-06, 0.00016398655347018683, 0.0012951609168895288, 0.005118876169847203,
@@ -501,7 +501,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> P31_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> P31_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         9.999994999180668e-07, 0.00011099383995581128, 0.0012951609168895288, 0.005682822135497365, 0.015358452840402968,
@@ -525,11 +525,11 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> S32_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> S32_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 1.1999928000476974e-05, 0.0001599872013651075, 0.0008965979359162839,
-        0.0030782573008273765, 0.007778667567807429, 0.01603376935914739, 0.02868269041229125, 0.06934041108806749,
+        0.003078257300827377, 0.007778667567807429, 0.01603376935914739, 0.02868269041229125, 0.06934041108806749,
         0.13236245968854618, 0.21875794860165648, 0.32915769331179123, 0.4643325791959468, 0.8109302162163288,
         1.2669476034873244, 1.81319474994812, 2.4336133554004498, 3.086486636822455, 3.756538102587751,
         4.4272389774954295, 5.093750200806762, 5.746203190540153, 6.386879319362645, 7.940939762327791,
@@ -549,7 +549,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Cl35_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Cl35_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 4.1999118024792734e-05, 0.0004768862716642343, 0.002171640281399847, 0.006214649003101918,
@@ -573,7 +573,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ar36_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ar36_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 9.999994999180668e-07, 5.399854205248437e-05, 0.0005328580059528724, 0.0024460060865663185,
@@ -597,7 +597,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> K39_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> K39_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 8.999959500168733e-06, 7.899687966427683e-05,
@@ -621,7 +621,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ca40_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ca40_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 7.999968000178667e-06,
@@ -645,7 +645,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Sc43_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Sc43_pf_array = {
         0.0, 3.999991999914312e-06, 7.399726213497465e-05, 0.001402016715091746, 0.006077494560027172,
         0.014618625311574956, 0.02619392408247513, 0.039701366851552046, 0.05424762604898671, 0.06923404240290812,
         0.08429886812818674, 0.15680885802481764, 0.22576092300652262, 0.2958459074810483, 0.3697667707656917,
@@ -669,7 +669,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ti44_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ti44_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 9.999994999180668e-07, 3.999991999914312e-06,
         1.6999855501571383e-05, 0.001148340404701717, 0.009309531525720607, 0.03254753540924965, 0.07466488847560604,
@@ -693,7 +693,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> V47_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> V47_pf_array = {
         5.799831806492598e-05, 0.0017464740260096463, 0.009732485344379859, 0.056357648868795907, 0.13811537012749586,
         0.23671188375470134, 0.33785770498795076, 0.4340856062023528, 0.5224146112876673, 0.6021781642551665,
         0.6737563884480131, 0.9374767156169274, 1.1057414821365488, 1.2270658944596067, 1.3241582851318665,
@@ -717,7 +717,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Cr48_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Cr48_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 1.9999980000601777e-06, 1.8999819502277547e-05, 9.099585975123644e-05, 0.0003069528851426514,
         0.0008086729358847522, 0.01474081832149851, 0.06183142275093884, 0.143112843568674, 0.24629820135844444,
@@ -741,7 +741,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Mn51_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Mn51_pf_array = {
         0.0, 0.0, 9.999994999180668e-07, 0.00013899034039500225, 0.001371059667992007,
         0.005417299897942013, 0.013501443923597083, 0.02583439952789853, 0.0418873468309038, 0.060801547340661864,
         0.08168044277606486, 0.19327880627694072, 0.29229193070917964, 0.3745845060072903, 0.44569620808461924,
@@ -765,7 +765,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Fe52_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Fe52_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 3.999991999914312e-06, 2.1999758003515767e-05, 8.699621571943491e-05,
         0.00026096594542543384, 0.006963697081509575, 0.035510955889664755, 0.09259923578662213, 0.17220724583011637,
@@ -789,11 +789,11 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Co55_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Co55_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 1.9999980000601777e-06, 3.299945551192844e-05, 0.0002149768908123338,
-        0.0008776147834635239, 0.002650484360963482, 0.006510758935580232, 0.013783568660113304, 0.04542450669313041,
+        0.0008776147834635239, 0.0026504843609634825, 0.006510758935580232, 0.013783568660113304, 0.04542450669313041,
         0.11337689843044624, 0.2341190990271887, 0.4197354671252422, 0.6733637730790638, 1.3506671834767394,
         2.175887439948088, 3.068052935133617, 3.9982007016691985, 4.948759890378168, 5.910796644040527,
         6.887552571664617, 7.874739125171811, 8.869257522797287, 9.87302834505142, 12.392552212472792,
@@ -813,11 +813,11 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ni56_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ni56_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 9.999994999180668e-07, 1.7999838002017484e-05, 0.00014798904908051437,
-        0.0006687763192560828, 0.0021007917908672197, 0.0051805577080849445, 0.0108093677159202, 0.033929817942853414,
+        0.0006687763192560828, 0.0021007917908672197, 0.005180557708084945, 0.0108093677159202, 0.033929817942853414,
         0.08125919821801637, 0.16557206393583876, 0.30308828495767837, 0.5109446166860524, 1.172482137234565,
         2.102913897864978, 3.1654750481410856, 4.272490747605575, 5.389071729816501, 6.498282149476434,
         7.605890001053122, 8.712759974960212, 9.814656338829513, 10.918718232265187, 13.664687668229691,
@@ -837,7 +837,7 @@ namespace part_fun {
     // interpolation routine
 
     template <typename T>
-    AMREX_GPU_HOST_DEVICE AMREX_INLINE
+    AMREX_GPU_DEVICE AMREX_INLINE
     void interpolate_pf(const amrex::Real t9, int idx,
                         const T& temp_array, const T& pf_array,
                         amrex::Real& logpf, amrex::Real& dlogpf_dT9) {
@@ -883,7 +883,7 @@ namespace part_fun {
         amrex::Array2D<amrex::Real, 1, NumSpecTotal, 1, 2, amrex::Order::C> data;
         int index_temp_array_1{-1};
 
-        AMREX_GPU_HOST_DEVICE AMREX_INLINE
+        AMREX_GPU_DEVICE AMREX_INLINE
         pf_cache_t() {
             // The entries will be default-initialized to -900,
             // log(partition_function) should never be -900.
@@ -899,7 +899,7 @@ namespace part_fun {
 // get the partition function for nucleus inuc.  Here pf_cache
 // should already contain the index into the temp / pf arrays
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function(const int inuc,
                             [[maybe_unused]] const amrex::Real T9,
                             const part_fun::pf_cache_t& pf_cache,
@@ -1125,7 +1125,7 @@ void get_partition_function(const int inuc,
 // index into the arrays. Uses tfactors instead of T9 as argument,
 // and returns pf and dpf_dT instead of logpf and dlogpf_dT9
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function(const int inuc,
                             [[maybe_unused]] const tf_t& tfactors,
                             amrex::Real& pf, amrex::Real& dpf_dT) {
@@ -1145,7 +1145,7 @@ void get_partition_function(const int inuc,
 }
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function_cached(const int inuc, const amrex::Real T9,
                                    part_fun::pf_cache_t& pf_cache,
                                    amrex::Real& logpf, amrex::Real& dlogpf_dT9) {
@@ -1163,7 +1163,7 @@ void get_partition_function_cached(const int inuc, const amrex::Real T9,
 
 
 template <int spec>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 constexpr amrex::Real get_spin_state() {
 
     static_assert(spec >= 1 && spec <= NumSpec);
@@ -1229,7 +1229,7 @@ constexpr amrex::Real get_spin_state() {
 
 // Legacy (non-templated) interface
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 amrex::Real get_spin_state (int spec) {
 
     amrex::Real s = -1.0_rt;
diff --git a/networks/he-burn/cno-he-burn-34am/pynucastro-info.txt b/networks/he-burn/cno-he-burn-34am/pynucastro-info.txt
index e055581de4..6256cf5f54 100644
--- a/networks/he-burn/cno-he-burn-34am/pynucastro-info.txt
+++ b/networks/he-burn/cno-he-burn-34am/pynucastro-info.txt
@@ -1 +1 @@
-pynucastro version: 2.9.0-28-gbcc09d414
+pynucastro version: 2.11.0-7-g6944c31a3
diff --git a/networks/he-burn/cno-he-burn-34am/rate_type.H b/networks/he-burn/cno-he-burn-34am/rate_type.H
new file mode 100644
index 0000000000..4819ade44e
--- /dev/null
+++ b/networks/he-burn/cno-he-burn-34am/rate_type.H
@@ -0,0 +1,25 @@
+#ifndef NET_RATE_TYPE_H
+#define NET_RATE_TYPE_H
+
+#include <actual_network.H>
+
+struct rate_t {
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  screened_rates;
+#ifdef SCREENING
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  log_screen;
+#endif
+    amrex::Real enuc_weak;
+};
+
+struct rate_derivs_t {
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  screened_rates;
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  dscreened_rates_dT;
+#ifdef SCREENING
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  log_screen;
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  dlog_screen_dT;
+#endif
+    amrex::Real enuc_weak;
+};
+
+
+#endif
\ No newline at end of file
diff --git a/networks/he-burn/cno-he-burn-34am/reaclib_rates.H b/networks/he-burn/cno-he-burn-34am/reaclib_rates.H
index 8f0371a4ec..345f1ba846 100644
--- a/networks/he-burn/cno-he-burn-34am/reaclib_rates.H
+++ b/networks/he-burn/cno-he-burn-34am/reaclib_rates.H
@@ -6,25 +6,14 @@
 
 #include <tfactors.H>
 #include <actual_network.H>
+#include <rate_type.H>
 
 using namespace Rates;
 using namespace Species;
 
-struct rate_t {
-    amrex::Array1D<amrex::Real, 1, NumRates>  screened_rates;
-    amrex::Real enuc_weak;
-};
-
-struct rate_derivs_t {
-    amrex::Array1D<amrex::Real, 1, NumRates>  screened_rates;
-    amrex::Array1D<amrex::Real, 1, NumRates>  dscreened_rates_dT;
-    amrex::Real enuc_weak;
-};
-
-
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_N13_to_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_N13_to_C13_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N13 --> C13
 
@@ -39,8 +28,12 @@ void rate_N13_to_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
     ln_set_rate =  -6.7601;
     amrex::ignore_unused(tfactors);
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 = 0.0;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -54,8 +47,8 @@ void rate_N13_to_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O14_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O14_to_N14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O14 --> N14
 
@@ -70,8 +63,12 @@ void rate_O14_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
     ln_set_rate =  -4.62354;
     amrex::ignore_unused(tfactors);
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 = 0.0;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -85,8 +82,8 @@ void rate_O14_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O15_to_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O15_to_N15_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O15 --> N15
 
@@ -101,8 +98,12 @@ void rate_O15_to_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
     ln_set_rate =  -5.17053;
     amrex::ignore_unused(tfactors);
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 = 0.0;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -116,8 +117,8 @@ void rate_O15_to_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + p --> N13
 
@@ -132,9 +133,13 @@ void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  17.1482 + -13.692 * tfactors.T913i + -0.230881 * tfactors.T913
                          + 4.44362 * tfactors.T9 + -3.15898 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -13.692 * tfactors.T943i + (1.0/3.0) * -0.230881 * tfactors.T923i
                                   + 4.44362 + (5.0/3.0) * -3.15898 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -149,9 +154,13 @@ void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  17.5428 + -3.77849 * tfactors.T9i + -5.10735 * tfactors.T913i + -2.24111 * tfactors.T913
                          + 0.148883 * tfactors.T9 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.77849 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -5.10735 * tfactors.T943i + (1.0/3.0) * -2.24111 * tfactors.T923i
                                   + 0.148883 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -165,8 +174,8 @@ void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + He4 --> O16
 
@@ -181,9 +190,13 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  254.634 + -1.84097 * tfactors.T9i + 103.411 * tfactors.T913i + -420.567 * tfactors.T913
                          + 64.0874 * tfactors.T9 + -12.4624 * tfactors.T953 + 137.303 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.84097 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 103.411 * tfactors.T943i + (1.0/3.0) * -420.567 * tfactors.T923i
                                   + 64.0874 + (5.0/3.0) * -12.4624 * tfactors.T923 + 137.303 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -198,9 +211,13 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  69.6526 + -1.39254 * tfactors.T9i + 58.9128 * tfactors.T913i + -148.273 * tfactors.T913
                          + 9.08324 * tfactors.T9 + -0.541041 * tfactors.T953 + 70.3554 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.39254 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 58.9128 * tfactors.T943i + (1.0/3.0) * -148.273 * tfactors.T923i
                                   + 9.08324 + (5.0/3.0) * -0.541041 * tfactors.T923 + 70.3554 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -214,8 +231,8 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_C13_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_C13_to_N14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C13 + p --> N14
 
@@ -230,9 +247,13 @@ void rate_p_C13_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  18.5155 + -13.72 * tfactors.T913i + -0.450018 * tfactors.T913
                          + 3.70823 * tfactors.T9 + -1.70545 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -13.72 * tfactors.T943i + (1.0/3.0) * -0.450018 * tfactors.T923i
                                   + 3.70823 + (5.0/3.0) * -1.70545 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -247,9 +268,13 @@ void rate_p_C13_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  13.9637 + -5.78147 * tfactors.T9i + -0.196703 * tfactors.T913
                          + 0.142126 * tfactors.T9 + -0.0238912 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.78147 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.196703 * tfactors.T923i
                                   + 0.142126 + (5.0/3.0) * -0.0238912 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -264,9 +289,13 @@ void rate_p_C13_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  15.1825 + -13.5543 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  13.5543 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -280,8 +309,8 @@ void rate_p_C13_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_N13_to_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_N13_to_O14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N13 + p --> O14
 
@@ -296,9 +325,13 @@ void rate_p_N13_to_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  10.9971 + -6.12602 * tfactors.T9i + 1.57122 * tfactors.T913i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.12602 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 1.57122 * tfactors.T943i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -313,9 +346,13 @@ void rate_p_N13_to_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  18.1356 + -15.1676 * tfactors.T913i + 0.0955166 * tfactors.T913
                          + 3.0659 * tfactors.T9 + -0.507339 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -15.1676 * tfactors.T943i + (1.0/3.0) * 0.0955166 * tfactors.T923i
                                   + 3.0659 + (5.0/3.0) * -0.507339 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -329,8 +366,8 @@ void rate_p_N13_to_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N14 + p --> O15
 
@@ -345,9 +382,13 @@ void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  6.73578 + -4.891 * tfactors.T9i
                          + 0.0682 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.891 * tfactors.T9i * tfactors.T9i
                                   + 0.0682 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -362,9 +403,13 @@ void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  7.65444 + -2.998 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.998 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -379,9 +424,13 @@ void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  20.1169 + -15.193 * tfactors.T913i + -4.63975 * tfactors.T913
                          + 9.73458 * tfactors.T9 + -9.55051 * tfactors.T953 + 0.333333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -15.193 * tfactors.T943i + (1.0/3.0) * -4.63975 * tfactors.T923i
                                   + 9.73458 + (5.0/3.0) * -9.55051 * tfactors.T923 + 0.333333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -396,9 +445,13 @@ void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  17.01 + -15.193 * tfactors.T913i + -0.161954 * tfactors.T913
                          + -7.52123 * tfactors.T9 + -0.987565 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -15.193 * tfactors.T943i + (1.0/3.0) * -0.161954 * tfactors.T923i
                                   + -7.52123 + (5.0/3.0) * -0.987565 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -412,8 +465,8 @@ void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_N14_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_N14_to_F18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N14 + He4 --> F18
 
@@ -428,9 +481,13 @@ void rate_He4_N14_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  13.8995 + -10.9656 * tfactors.T9i + -5.6227 * tfactors.T913i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.9656 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -5.6227 * tfactors.T943i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -445,9 +502,13 @@ void rate_He4_N14_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  0.196838 + -5.16034 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.16034 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -462,9 +523,13 @@ void rate_He4_N14_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  21.5339 + -36.2504 * tfactors.T913i
                          + -5.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -36.2504 * tfactors.T943i
                                   + (5.0/3.0) * -5.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -478,8 +543,8 @@ void rate_He4_N14_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_N15_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_N15_to_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N15 + p --> O16
 
@@ -494,9 +559,13 @@ void rate_p_N15_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  14.5444 + -10.2295 * tfactors.T9i
                          + 0.0459037 * tfactors.T9 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.2295 * tfactors.T9i * tfactors.T9i
                                   + 0.0459037 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -511,9 +580,13 @@ void rate_p_N15_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  6.59056 + -2.92315 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.92315 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -528,9 +601,13 @@ void rate_p_N15_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  20.0176 + -15.24 * tfactors.T913i + 0.334926 * tfactors.T913
                          + 4.59088 * tfactors.T9 + -4.78468 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -15.24 * tfactors.T943i + (1.0/3.0) * 0.334926 * tfactors.T923i
                                   + 4.59088 + (5.0/3.0) * -4.78468 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -544,8 +621,8 @@ void rate_p_N15_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_N15_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_N15_to_F19_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N15 + He4 --> F19
 
@@ -560,9 +637,13 @@ void rate_He4_N15_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -28.7989 + -4.19986 * tfactors.T9i + 35.4292 * tfactors.T913
                          + -5.5767 * tfactors.T9 + 0.441293 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.19986 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 35.4292 * tfactors.T923i
                                   + -5.5767 + (5.0/3.0) * 0.441293 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -577,9 +658,13 @@ void rate_He4_N15_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  3.5342 + -6.98462 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.98462 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -594,9 +679,13 @@ void rate_He4_N15_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -9.41892 + -4.17795 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.17795 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -611,9 +700,13 @@ void rate_He4_N15_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  25.3916 + -36.2324 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -36.2324 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -627,8 +720,8 @@ void rate_He4_N15_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O14_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O14_to_Ne18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O14 + He4 --> Ne18
 
@@ -643,9 +736,13 @@ void rate_He4_O14_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  26.4429 + -39.38 * tfactors.T913i + -0.0772187 * tfactors.T913
                          + -0.635361 * tfactors.T9 + 0.106236 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.38 * tfactors.T943i + (1.0/3.0) * -0.0772187 * tfactors.T923i
                                   + -0.635361 + (5.0/3.0) * 0.106236 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -660,9 +757,13 @@ void rate_He4_O14_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -4.69948 + -12.159 * tfactors.T9i
                          + 5.0 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.159 * tfactors.T9i * tfactors.T9i
                                   + 5.0 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -677,9 +778,13 @@ void rate_He4_O14_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  3.52636 + -22.61 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  22.61 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -694,9 +799,13 @@ void rate_He4_O14_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -2.15417 + -11.73 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  11.73 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -710,8 +819,8 @@ void rate_He4_O14_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O15_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O15_to_Ne19_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O15 + He4 --> Ne19
 
@@ -726,9 +835,13 @@ void rate_He4_O15_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -32.2496 + -4.20439 * tfactors.T9i + -3.24609 * tfactors.T913i + 44.4647 * tfactors.T913
                          + -9.79962 * tfactors.T9 + 0.841782 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.20439 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -3.24609 * tfactors.T943i + (1.0/3.0) * 44.4647 * tfactors.T923i
                                   + -9.79962 + (5.0/3.0) * 0.841782 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -743,9 +856,13 @@ void rate_He4_O15_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -0.0452465 + -5.88439 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.88439 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -760,9 +877,13 @@ void rate_He4_O15_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  26.2914 + -39.578 * tfactors.T913i
                          + -3.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.578 * tfactors.T943i
                                   + (5.0/3.0) * -3.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -776,8 +897,8 @@ void rate_He4_O15_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O16_to_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O16_to_F17_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + p --> F17
 
@@ -792,9 +913,13 @@ void rate_p_O16_to_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  19.0904 + -16.696 * tfactors.T913i + -1.16252 * tfactors.T913
                          + 0.267703 * tfactors.T9 + -0.0338411 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -16.696 * tfactors.T943i + (1.0/3.0) * -1.16252 * tfactors.T923i
                                   + 0.267703 + (5.0/3.0) * -0.0338411 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -808,8 +933,8 @@ void rate_p_O16_to_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + He4 --> Ne20
 
@@ -824,9 +949,13 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  3.88571 + -10.3585 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.3585 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -841,9 +970,13 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  23.903 + -39.7262 * tfactors.T913i + -0.210799 * tfactors.T913
                          + 0.442879 * tfactors.T9 + -0.0797753 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.7262 * tfactors.T943i + (1.0/3.0) * -0.210799 * tfactors.T923i
                                   + 0.442879 + (5.0/3.0) * -0.0797753 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -858,9 +991,13 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  9.50848 + -12.7643 * tfactors.T9i + -3.65925 * tfactors.T913
                          + 0.714224 * tfactors.T9 + -0.00107508 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.7643 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -3.65925 * tfactors.T923i
                                   + 0.714224 + (5.0/3.0) * -0.00107508 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -874,8 +1011,8 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O17_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O17_to_F18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O17 + p --> F18
 
@@ -890,9 +1027,13 @@ void rate_p_O17_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  9.39048 + -6.22828 * tfactors.T9i + 2.31435 * tfactors.T913
                          + -0.302835 * tfactors.T9 + 0.020133 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.22828 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 2.31435 * tfactors.T923i
                                   + -0.302835 + (5.0/3.0) * 0.020133 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -907,9 +1048,13 @@ void rate_p_O17_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  -13.077 + -0.746296 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.746296 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -924,9 +1069,13 @@ void rate_p_O17_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  15.8929 + -16.4035 * tfactors.T913i + 4.31885 * tfactors.T913
                          + -0.709921 * tfactors.T9 + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -16.4035 * tfactors.T943i + (1.0/3.0) * 4.31885 * tfactors.T923i
                                   + -0.709921 + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -940,8 +1089,8 @@ void rate_p_O17_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O17_to_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O17_to_Ne21_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O17 + He4 --> Ne21
 
@@ -956,9 +1105,13 @@ void rate_He4_O17_to_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -25.0898 + -5.50926 * tfactors.T9i + 123.363 * tfactors.T913i + -87.4351 * tfactors.T913
                          + -3.40974e-06 * tfactors.T9 + -57.0469 * tfactors.T953 + 82.2218 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.50926 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 123.363 * tfactors.T943i + (1.0/3.0) * -87.4351 * tfactors.T923i
                                   + -3.40974e-06 + (5.0/3.0) * -57.0469 * tfactors.T923 + 82.2218 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -973,9 +1126,13 @@ void rate_He4_O17_to_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -117.134 + -13.6759 * tfactors.T9i + 3.31162e-08 * tfactors.T913i + 130.258 * tfactors.T913
                          + -7.92551e-05 * tfactors.T9 + -4.13772 * tfactors.T953 + -42.7753 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  13.6759 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 3.31162e-08 * tfactors.T943i + (1.0/3.0) * 130.258 * tfactors.T923i
                                   + -7.92551e-05 + (5.0/3.0) * -4.13772 * tfactors.T923 + -42.7753 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -990,9 +1147,13 @@ void rate_He4_O17_to_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  2.14 + -5.99952 * tfactors.T9i + 2.87641 * tfactors.T913i + -3.54489 * tfactors.T913
                          + -2.11222e-08 * tfactors.T9 + -3.90649e-09 * tfactors.T953 + 4.75778 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.99952 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 2.87641 * tfactors.T943i + (1.0/3.0) * -3.54489 * tfactors.T923i
                                   + -2.11222e-08 + (5.0/3.0) * -3.90649e-09 * tfactors.T923 + 4.75778 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1006,8 +1167,8 @@ void rate_He4_O17_to_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O18_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O18_to_F19_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O18 + p --> F19
 
@@ -1022,9 +1183,13 @@ void rate_p_O18_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  19.917 + -16.7246 * tfactors.T913i
                          + -3.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -16.7246 * tfactors.T943i
                                   + (5.0/3.0) * -3.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1039,9 +1204,13 @@ void rate_p_O18_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  7.26876 + -6.7253 * tfactors.T9i + 3.99059 * tfactors.T913
                          + -0.593127 * tfactors.T9 + 0.0877534 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.7253 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 3.99059 * tfactors.T923i
                                   + -0.593127 + (5.0/3.0) * 0.0877534 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1056,9 +1225,13 @@ void rate_p_O18_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  5.07648 + -1.65681 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.65681 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1073,9 +1246,13 @@ void rate_p_O18_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  -35.0079 + -0.244743 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.244743 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1089,8 +1266,8 @@ void rate_p_O18_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O18_to_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O18_to_Ne22_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O18 + He4 --> Ne22
 
@@ -1105,9 +1282,13 @@ void rate_He4_O18_to_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -31.9126 + -2.00306 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.00306 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1122,9 +1303,13 @@ void rate_He4_O18_to_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -81.3036 + -0.676112 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.676112 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1139,9 +1324,13 @@ void rate_He4_O18_to_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  14.9748 + -31.0468 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  31.0468 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1156,9 +1345,13 @@ void rate_He4_O18_to_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  82.2053 + -1.58534 * tfactors.T9i + -44.3823 * tfactors.T913i + -46.6617 * tfactors.T913
                          + 7.88059 * tfactors.T9 + -0.590829 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.58534 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -44.3823 * tfactors.T943i + (1.0/3.0) * -46.6617 * tfactors.T923i
                                   + 7.88059 + (5.0/3.0) * -0.590829 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1172,8 +1365,8 @@ void rate_He4_O18_to_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_F17_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_F17_to_Ne18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F17 + p --> Ne18
 
@@ -1188,9 +1381,13 @@ void rate_p_F17_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -7.84708 + -0.0323504 * tfactors.T9i + -14.2191 * tfactors.T913i + 34.0647 * tfactors.T913
                          + -16.5698 * tfactors.T9 + 2.48116 * tfactors.T953 + -2.13376 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.0323504 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -14.2191 * tfactors.T943i + (1.0/3.0) * 34.0647 * tfactors.T923i
                                   + -16.5698 + (5.0/3.0) * 2.48116 * tfactors.T923 + -2.13376 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1205,9 +1402,13 @@ void rate_p_F17_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  27.5778 + -4.95969 * tfactors.T9i + -21.3249 * tfactors.T913i + -0.230774 * tfactors.T913
                          + 0.917931 * tfactors.T9 + -0.0440377 * tfactors.T953 + -7.36014 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.95969 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -21.3249 * tfactors.T943i + (1.0/3.0) * -0.230774 * tfactors.T923i
                                   + 0.917931 + (5.0/3.0) * -0.0440377 * tfactors.T923 + -7.36014 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1221,8 +1422,8 @@ void rate_p_F17_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_F17_to_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_F17_to_Na21_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F17 + He4 --> Na21
 
@@ -1237,9 +1438,13 @@ void rate_He4_F17_to_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  41.1529 + -1.72817 * tfactors.T9i + 15.559 * tfactors.T913i + -68.3231 * tfactors.T913
                          + 2.54275 * tfactors.T9 + -0.0989207 * tfactors.T953 + 36.8877 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.72817 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 15.559 * tfactors.T943i + (1.0/3.0) * -68.3231 * tfactors.T923i
                                   + 2.54275 + (5.0/3.0) * -0.0989207 * tfactors.T923 + 36.8877 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1253,8 +1458,8 @@ void rate_He4_F17_to_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_F18_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_F18_to_Ne19_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F18 + p --> Ne19
 
@@ -1269,9 +1474,13 @@ void rate_p_F18_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -5.85727 + -2.89147 * tfactors.T9i + 13.1683 * tfactors.T913
                          + -1.92023 * tfactors.T9 + 0.16901 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.89147 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 13.1683 * tfactors.T923i
                                   + -1.92023 + (5.0/3.0) * 0.16901 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1286,9 +1495,13 @@ void rate_p_F18_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -29.449 + -0.39895 * tfactors.T9i + 22.4903 * tfactors.T913
                          + 0.307872 * tfactors.T9 + -0.296226 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.39895 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 22.4903 * tfactors.T923i
                                   + 0.307872 + (5.0/3.0) * -0.296226 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1303,9 +1516,13 @@ void rate_p_F18_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  57.4084 + -21.4023 * tfactors.T913i + -93.766 * tfactors.T913
                          + 179.258 * tfactors.T9 + -202.561 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -21.4023 * tfactors.T943i + (1.0/3.0) * -93.766 * tfactors.T923i
                                   + 179.258 + (5.0/3.0) * -202.561 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1319,8 +1536,8 @@ void rate_p_F18_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_F18_to_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_F18_to_Na22_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F18 + He4 --> Na22
 
@@ -1335,9 +1552,13 @@ void rate_He4_F18_to_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  35.3786 + -1.82957 * tfactors.T9i + 18.8956 * tfactors.T913i + -65.6134 * tfactors.T913
                          + 1.71114 * tfactors.T9 + -0.0260999 * tfactors.T953 + 37.8396 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.82957 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 18.8956 * tfactors.T943i + (1.0/3.0) * -65.6134 * tfactors.T923i
                                   + 1.71114 + (5.0/3.0) * -0.0260999 * tfactors.T923 + 37.8396 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1351,8 +1572,8 @@ void rate_He4_F18_to_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_F19_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_F19_to_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F19 + p --> Ne20
 
@@ -1367,9 +1588,13 @@ void rate_p_F19_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -5.63093 + -7.74414 * tfactors.T9i + 31.6442 * tfactors.T913i + -58.6563 * tfactors.T913
                          + 67.7365 * tfactors.T9 + -22.9721 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  7.74414 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 31.6442 * tfactors.T943i + (1.0/3.0) * -58.6563 * tfactors.T923i
                                   + 67.7365 + (5.0/3.0) * -22.9721 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1384,9 +1609,13 @@ void rate_p_F19_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  12.3816 + -1.71383 * tfactors.T9i + -11.3832 * tfactors.T913i + 5.47872 * tfactors.T913
                          + -1.07203 * tfactors.T9 + 0.11196 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.71383 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -11.3832 * tfactors.T943i + (1.0/3.0) * 5.47872 * tfactors.T923i
                                   + -1.07203 + (5.0/3.0) * 0.11196 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1401,9 +1630,13 @@ void rate_p_F19_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  18.2807 + -18.116 * tfactors.T913i + -1.4622 * tfactors.T913
                          + 6.95113 * tfactors.T9 + -2.90366 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -18.116 * tfactors.T943i + (1.0/3.0) * -1.4622 * tfactors.T923i
                                   + 6.95113 + (5.0/3.0) * -2.90366 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1417,8 +1650,8 @@ void rate_p_F19_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_F19_to_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_F19_to_Na23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F19 + He4 --> Na23
 
@@ -1433,9 +1666,13 @@ void rate_He4_F19_to_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  52.7856 + -2.11408 * tfactors.T9i + 39.7219 * tfactors.T913i + -100.401 * tfactors.T913
                          + 3.15808 * tfactors.T9 + -0.0629822 * tfactors.T953 + 54.4823 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.11408 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 39.7219 * tfactors.T943i + (1.0/3.0) * -100.401 * tfactors.T923i
                                   + 3.15808 + (5.0/3.0) * -0.0629822 * tfactors.T923 + 54.4823 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1449,8 +1686,8 @@ void rate_He4_F19_to_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ne20_to_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ne20_to_Na21_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne20 + p --> Na21
 
@@ -1465,9 +1702,13 @@ void rate_p_Ne20_to_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  195297.0 + -61.14 * tfactors.T9i + 21894.7 * tfactors.T913i + -319153.0 * tfactors.T913
                          + 224369.0 * tfactors.T9 + -188049.0 * tfactors.T953 + 48703.4 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  61.14 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 21894.7 * tfactors.T943i + (1.0/3.0) * -319153.0 * tfactors.T923i
                                   + 224369.0 + (5.0/3.0) * -188049.0 * tfactors.T923 + 48703.4 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1482,9 +1723,13 @@ void rate_p_Ne20_to_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  207.877 + -0.152711 * tfactors.T9i + 15.325 * tfactors.T913i + -294.859 * tfactors.T913
                          + 107.692 * tfactors.T9 + -46.2072 * tfactors.T953 + 57.8398 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.152711 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 15.325 * tfactors.T943i + (1.0/3.0) * -294.859 * tfactors.T923i
                                   + 107.692 + (5.0/3.0) * -46.2072 * tfactors.T923 + 57.8398 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1499,9 +1744,13 @@ void rate_p_Ne20_to_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  5.83103 + -8.838 * tfactors.T9i + 20.5893 * tfactors.T913i + -17.5841 * tfactors.T913
                          + 0.243226 * tfactors.T9 + -0.000231418 * tfactors.T953 + 12.8398 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  8.838 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 20.5893 * tfactors.T943i + (1.0/3.0) * -17.5841 * tfactors.T923i
                                   + 0.243226 + (5.0/3.0) * -0.000231418 * tfactors.T923 + 12.8398 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1516,9 +1765,13 @@ void rate_p_Ne20_to_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  230.019 + -4.45358 * tfactors.T9i + 258.57 * tfactors.T913i + -506.387 * tfactors.T913
                          + 22.1576 * tfactors.T9 + -0.721182 * tfactors.T953 + 230.288 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.45358 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 258.57 * tfactors.T943i + (1.0/3.0) * -506.387 * tfactors.T923i
                                   + 22.1576 + (5.0/3.0) * -0.721182 * tfactors.T923 + 230.288 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1532,8 +1785,8 @@ void rate_p_Ne20_to_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne20 + He4 --> Mg24
 
@@ -1548,9 +1801,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -8.79827 + -12.7809 * tfactors.T9i + 16.9229 * tfactors.T913
                          + -2.57325 * tfactors.T9 + 0.208997 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.7809 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 16.9229 * tfactors.T923i
                                   + -2.57325 + (5.0/3.0) * 0.208997 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1565,9 +1822,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  1.98307 + -9.22026 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  9.22026 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1582,9 +1843,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -38.7055 + -2.50605 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.50605 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1599,9 +1864,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  24.5058 + -46.2525 * tfactors.T913i + 5.58901 * tfactors.T913
                          + 7.61843 * tfactors.T9 + -3.683 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -46.2525 * tfactors.T943i + (1.0/3.0) * 5.58901 * tfactors.T923i
                                   + 7.61843 + (5.0/3.0) * -3.683 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1615,8 +1884,8 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ne21_to_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ne21_to_Na22_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne21 + p --> Na22
 
@@ -1631,9 +1900,13 @@ void rate_p_Ne21_to_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  19.0696 + -19.2096 * tfactors.T913i
                          + -1.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -19.2096 * tfactors.T943i
                                   + (5.0/3.0) * -1.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1648,9 +1921,13 @@ void rate_p_Ne21_to_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -39.4862 + -4.21385 * tfactors.T9i + 21.1176 * tfactors.T913i + 34.0411 * tfactors.T913
                          + -4.45593 * tfactors.T9 + 0.328613 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.21385 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 21.1176 * tfactors.T943i + (1.0/3.0) * 34.0411 * tfactors.T923i
                                   + -4.45593 + (5.0/3.0) * 0.328613 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1665,9 +1942,13 @@ void rate_p_Ne21_to_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  1.75704 + -1.39957 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.39957 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1682,9 +1963,13 @@ void rate_p_Ne21_to_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -47.6554 + -0.19618 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.19618 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1698,8 +1983,8 @@ void rate_p_Ne21_to_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ne22_to_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ne22_to_Na23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne22 + p --> Na23
 
@@ -1714,9 +1999,13 @@ void rate_p_Ne22_to_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -0.599331 + -1.72007 * tfactors.T9i
                          + -0.310765 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.72007 * tfactors.T9i * tfactors.T9i
                                   + -0.310765 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1731,9 +2020,13 @@ void rate_p_Ne22_to_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -21.4345 + -0.410962 * tfactors.T9i
                          + -1.49019 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.410962 * tfactors.T9i * tfactors.T9i
                                   + -1.49019 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1748,9 +2041,13 @@ void rate_p_Ne22_to_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -4.09035 + -0.799756 * tfactors.T9i
                          + 3.23558 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.799756 * tfactors.T9i * tfactors.T9i
                                   + 3.23558 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1765,9 +2062,13 @@ void rate_p_Ne22_to_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  14.0373 + -8.72377 * tfactors.T9i
                          + -0.767467 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  8.72377 * tfactors.T9i * tfactors.T9i
                                   + -0.767467 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1782,9 +2083,13 @@ void rate_p_Ne22_to_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  11.6408 + -4.59936 * tfactors.T9i
                          + 0.156226 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.59936 * tfactors.T9i * tfactors.T9i
                                   + 0.156226 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1799,9 +2104,13 @@ void rate_p_Ne22_to_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -4.00597 + -2.6179 * tfactors.T9i
                          + -4.29964 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.6179 * tfactors.T9i * tfactors.T9i
                                   + -4.29964 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1815,8 +2124,8 @@ void rate_p_Ne22_to_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na23 + p --> Mg24
 
@@ -1831,9 +2140,13 @@ void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  9.0594 + -3.28029 * tfactors.T9i + -0.360588 * tfactors.T913
                          + 1.4187 * tfactors.T9 + -0.184061 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.28029 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.360588 * tfactors.T923i
                                   + 1.4187 + (5.0/3.0) * -0.184061 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1848,9 +2161,13 @@ void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -5.02585 + -1.61219 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.61219 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1865,9 +2182,13 @@ void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  18.9075 + -20.6428 * tfactors.T913i + 1.52954 * tfactors.T913
                          + 2.7487 * tfactors.T9 + -1.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -20.6428 * tfactors.T943i + (1.0/3.0) * 1.52954 * tfactors.T923i
                                   + 2.7487 + (5.0/3.0) * -1.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1881,8 +2202,8 @@ void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Na23_to_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Na23_to_Al27_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na23 + He4 --> Al27
 
@@ -1897,9 +2218,13 @@ void rate_He4_Na23_to_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  44.7724 + -50.2042 * tfactors.T913i + -1.64239 * tfactors.T913
                          + -1.59995 * tfactors.T9 + 0.184933 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -50.2042 * tfactors.T943i + (1.0/3.0) * -1.64239 * tfactors.T923i
                                   + -1.59995 + (5.0/3.0) * 0.184933 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1913,8 +2238,8 @@ void rate_He4_Na23_to_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg24 + He4 --> Si28
 
@@ -1929,9 +2254,13 @@ void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  8.03977 + -15.629 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  15.629 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1946,9 +2275,13 @@ void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -50.5494 + -12.8332 * tfactors.T9i + 21.3721 * tfactors.T913i + 37.7649 * tfactors.T913
                          + -4.10635 * tfactors.T9 + 0.249618 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.8332 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 21.3721 * tfactors.T943i + (1.0/3.0) * 37.7649 * tfactors.T923i
                                   + -4.10635 + (5.0/3.0) * 0.249618 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1962,8 +2295,8 @@ void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al27 + p --> Si28
 
@@ -1978,9 +2311,13 @@ void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -13.6664 + -1.90396 * tfactors.T9i + 23.8634 * tfactors.T913
                          + -3.70135 * tfactors.T9 + 0.28964 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.90396 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 23.8634 * tfactors.T923i
                                   + -3.70135 + (5.0/3.0) * 0.28964 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1995,9 +2332,13 @@ void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  86.0234 + -0.387313 * tfactors.T9i + -26.8327 * tfactors.T913i + -116.137 * tfactors.T913
                          + 0.00950567 * tfactors.T9 + 0.00999755 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.387313 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -26.8327 * tfactors.T943i + (1.0/3.0) * -116.137 * tfactors.T923i
                                   + 0.00950567 + (5.0/3.0) * 0.00999755 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2012,9 +2353,13 @@ void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  21.1065 + -23.2205 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -23.2205 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2028,8 +2373,8 @@ void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Al27_to_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Al27_to_P31_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al27 + He4 --> P31
 
@@ -2044,9 +2389,13 @@ void rate_He4_Al27_to_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  47.2333 + -56.5351 * tfactors.T913i + -0.896208 * tfactors.T913
                          + -1.72024 * tfactors.T9 + 0.185409 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -56.5351 * tfactors.T943i + (1.0/3.0) * -0.896208 * tfactors.T923i
                                   + -1.72024 + (5.0/3.0) * 0.185409 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2060,8 +2409,8 @@ void rate_He4_Al27_to_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Si28_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Si28_to_S32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si28 + He4 --> S32
 
@@ -2076,9 +2425,13 @@ void rate_He4_Si28_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  47.9212 + -59.4896 * tfactors.T913i + 4.47205 * tfactors.T913
                          + -4.78989 * tfactors.T9 + 0.557201 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -59.4896 * tfactors.T943i + (1.0/3.0) * 4.47205 * tfactors.T923i
                                   + -4.78989 + (5.0/3.0) * 0.557201 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2092,8 +2445,8 @@ void rate_He4_Si28_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P31 + p --> S32
 
@@ -2108,9 +2461,13 @@ void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  0.821556 + -3.77704 * tfactors.T9i + 8.09341 * tfactors.T913
                          + -0.615971 * tfactors.T9 + 0.031159 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.77704 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 8.09341 * tfactors.T923i
                                   + -0.615971 + (5.0/3.0) * 0.031159 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2125,9 +2482,13 @@ void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  -2.66839 + -2.25958 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.25958 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2142,9 +2503,13 @@ void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  19.2596 + -25.3278 * tfactors.T913i + 6.4931 * tfactors.T913
                          + -9.27513 * tfactors.T9 + -0.610439 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -25.3278 * tfactors.T943i + (1.0/3.0) * 6.4931 * tfactors.T923i
                                   + -9.27513 + (5.0/3.0) * -0.610439 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2158,8 +2523,8 @@ void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + C12 --> p + Na23
 
@@ -2174,9 +2539,13 @@ void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  60.9649 + -84.165 * tfactors.T913i + -1.4191 * tfactors.T913
                          + -0.114619 * tfactors.T9 + -0.070307 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -84.165 * tfactors.T943i + (1.0/3.0) * -1.4191 * tfactors.T923i
                                   + -0.114619 + (5.0/3.0) * -0.070307 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2190,8 +2559,8 @@ void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + C12 --> He4 + Ne20
 
@@ -2206,9 +2575,13 @@ void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  61.2863 + -84.165 * tfactors.T913i + -1.56627 * tfactors.T913
                          + -0.0736084 * tfactors.T9 + -0.072797 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -84.165 * tfactors.T943i + (1.0/3.0) * -1.56627 * tfactors.T923i
                                   + -0.0736084 + (5.0/3.0) * -0.072797 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2222,8 +2595,8 @@ void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, a
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N13 + He4 --> p + O16
 
@@ -2238,9 +2611,13 @@ void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  40.4644 + -35.829 * tfactors.T913i + -0.530275 * tfactors.T913
                          + -0.982462 * tfactors.T9 + 0.0808059 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -35.829 * tfactors.T943i + (1.0/3.0) * -0.530275 * tfactors.T923i
                                   + -0.982462 + (5.0/3.0) * 0.0808059 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2254,8 +2631,8 @@ void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N15 + p --> He4 + C12
 
@@ -2270,9 +2647,13 @@ void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  27.4764 + -15.253 * tfactors.T913i + 1.59318 * tfactors.T913
                          + 2.4479 * tfactors.T9 + -2.19708 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -15.253 * tfactors.T943i + (1.0/3.0) * 1.59318 * tfactors.T923i
                                   + 2.4479 + (5.0/3.0) * -2.19708 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2287,9 +2668,13 @@ void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -6.57522 + -1.1638 * tfactors.T9i + 22.7105 * tfactors.T913
                          + -2.90707 * tfactors.T9 + 0.205754 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.1638 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 22.7105 * tfactors.T923i
                                   + -2.90707 + (5.0/3.0) * 0.205754 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2304,9 +2689,13 @@ void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.8972 + -7.406 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  7.406 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2321,9 +2710,13 @@ void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -4.87347 + -2.02117 * tfactors.T9i + 30.8497 * tfactors.T913
                          + -8.50433 * tfactors.T9 + -1.54426 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.02117 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 30.8497 * tfactors.T923i
                                   + -8.50433 + (5.0/3.0) * -1.54426 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2337,8 +2730,8 @@ void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O14 + He4 --> p + F17
 
@@ -2353,9 +2746,13 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  12.1289 + -12.0223 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.0223 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2370,9 +2767,13 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  18.6518 + -26.0 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  26.0 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2387,9 +2788,13 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  40.8358 + -39.388 * tfactors.T913i + -17.4673 * tfactors.T913
                          + 35.3029 * tfactors.T9 + -24.8162 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.388 * tfactors.T943i + (1.0/3.0) * -17.4673 * tfactors.T923i
                                   + 35.3029 + (5.0/3.0) * -24.8162 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2404,9 +2809,13 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  16.3087 + -22.51 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  22.51 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2421,9 +2830,13 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  11.1184 + -13.6 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  13.6 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2438,9 +2851,13 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -106.091 + -0.453036 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.453036 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2454,8 +2871,8 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_O16_to_p_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_O16_to_p_Al27_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + C12 --> p + Al27
 
@@ -2470,9 +2887,13 @@ void rate_C12_O16_to_p_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  68.5253 + 0.205134 * tfactors.T9i + -119.242 * tfactors.T913i + 13.3667 * tfactors.T913
                          + 0.295425 * tfactors.T9 + -0.267288 * tfactors.T953 + -9.91729 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.205134 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -119.242 * tfactors.T943i + (1.0/3.0) * 13.3667 * tfactors.T923i
                                   + 0.295425 + (5.0/3.0) * -0.267288 * tfactors.T923 + -9.91729 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2486,8 +2907,8 @@ void rate_C12_O16_to_p_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_O16_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_O16_to_He4_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + C12 --> He4 + Mg24
 
@@ -2502,9 +2923,13 @@ void rate_C12_O16_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  48.5341 + 0.37204 * tfactors.T9i + -133.413 * tfactors.T913i + 50.1572 * tfactors.T913
                          + -3.15987 * tfactors.T9 + 0.0178251 * tfactors.T953 + -23.7027 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.37204 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -133.413 * tfactors.T943i + (1.0/3.0) * 50.1572 * tfactors.T923i
                                   + -3.15987 + (5.0/3.0) * 0.0178251 * tfactors.T923 + -23.7027 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2518,8 +2943,8 @@ void rate_C12_O16_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, a
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_O16_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O16_O16_to_p_P31_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + O16 --> p + P31
 
@@ -2534,9 +2959,13 @@ void rate_O16_O16_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  85.2628 + 0.223453 * tfactors.T9i + -145.844 * tfactors.T913i + 8.72612 * tfactors.T913
                          + -0.554035 * tfactors.T9 + -0.137562 * tfactors.T953 + -6.88807 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.223453 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -145.844 * tfactors.T943i + (1.0/3.0) * 8.72612 * tfactors.T923i
                                   + -0.554035 + (5.0/3.0) * -0.137562 * tfactors.T923 + -6.88807 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2550,8 +2979,8 @@ void rate_O16_O16_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_O16_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O16_O16_to_He4_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + O16 --> He4 + Si28
 
@@ -2566,9 +2995,13 @@ void rate_O16_O16_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  97.2435 + -0.268514 * tfactors.T9i + -119.324 * tfactors.T913i + -32.2497 * tfactors.T913
                          + 1.46214 * tfactors.T9 + -0.200893 * tfactors.T953 + 13.2148 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.268514 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -119.324 * tfactors.T943i + (1.0/3.0) * -32.2497 * tfactors.T923i
                                   + 1.46214 + (5.0/3.0) * -0.200893 * tfactors.T923 + 13.2148 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2582,8 +3015,8 @@ void rate_O16_O16_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, a
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O17 + p --> He4 + N14
 
@@ -2598,9 +3031,13 @@ void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -7.20763 + -0.753395 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.753395 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2615,9 +3052,13 @@ void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  19.579 + -16.9078 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -16.9078 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2632,9 +3073,13 @@ void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  10.174 + -4.95865 * tfactors.T9i + 5.10182 * tfactors.T913
                          + 0.379373 * tfactors.T9 + -0.0672515 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.95865 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 5.10182 * tfactors.T923i
                                   + 0.379373 + (5.0/3.0) * -0.0672515 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2649,9 +3094,13 @@ void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  5.5336 + -2.11477 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.11477 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2665,8 +3114,8 @@ void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O18_to_He4_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O18_to_He4_N15_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O18 + p --> He4 + N15
 
@@ -2681,9 +3130,13 @@ void rate_p_O18_to_He4_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -27.9044 + -0.245884 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.245884 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2698,9 +3151,13 @@ void rate_p_O18_to_He4_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  26.9671 + -16.6979 * tfactors.T913i
                          + -3.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -16.6979 * tfactors.T943i
                                   + (5.0/3.0) * -3.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2715,9 +3172,13 @@ void rate_p_O18_to_He4_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  8.94352 + -5.32335 * tfactors.T9i + 11.6568 * tfactors.T913
                          + -2.16303 * tfactors.T9 + 0.209965 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.32335 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 11.6568 * tfactors.T923i
                                   + -2.16303 + (5.0/3.0) * 0.209965 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2732,9 +3193,13 @@ void rate_p_O18_to_He4_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  10.2725 + -1.663 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.663 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2748,8 +3213,8 @@ void rate_p_O18_to_He4_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_F18_to_He4_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_F18_to_He4_O15_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F18 + p --> He4 + O15
 
@@ -2764,9 +3229,13 @@ void rate_p_F18_to_He4_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  1.75704 + -3.01675 * tfactors.T9i + 13.3223 * tfactors.T913
                          + -1.36696 * tfactors.T9 + 0.0757363 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.01675 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 13.3223 * tfactors.T923i
                                   + -1.36696 + (5.0/3.0) * 0.0757363 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2781,9 +3250,13 @@ void rate_p_F18_to_He4_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -31.7388 + -0.376432 * tfactors.T9i + 61.738 * tfactors.T913
                          + -108.29 * tfactors.T9 + -34.2365 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.376432 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 61.738 * tfactors.T923i
                                   + -108.29 + (5.0/3.0) * -34.2365 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2798,9 +3271,13 @@ void rate_p_F18_to_He4_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  62.0058 + -21.4023 * tfactors.T913i + -80.8891 * tfactors.T913
                          + 134.6 * tfactors.T9 + -126.504 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -21.4023 * tfactors.T943i + (1.0/3.0) * -80.8891 * tfactors.T923i
                                   + 134.6 + (5.0/3.0) * -126.504 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2814,8 +3291,8 @@ void rate_p_F18_to_He4_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_F18_to_p_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_F18_to_p_Ne21_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F18 + He4 --> p + Ne21
 
@@ -2830,9 +3307,13 @@ void rate_He4_F18_to_p_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  49.7863 + -1.84559 * tfactors.T9i + 21.4461 * tfactors.T913i + -73.252 * tfactors.T913
                          + 2.42329 * tfactors.T9 + -0.077278 * tfactors.T953 + 40.7604 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.84559 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 21.4461 * tfactors.T943i + (1.0/3.0) * -73.252 * tfactors.T923i
                                   + 2.42329 + (5.0/3.0) * -0.077278 * tfactors.T923 + 40.7604 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2846,8 +3327,8 @@ void rate_He4_F18_to_p_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_F19_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_F19_to_He4_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F19 + p --> He4 + O16
 
@@ -2862,9 +3343,13 @@ void rate_p_F19_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -52.7043 + -0.12765 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.12765 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2879,9 +3364,13 @@ void rate_p_F19_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  26.2916 + -18.116 * tfactors.T913i
                          + 1.86674 * tfactors.T9 + -7.5666 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -18.116 * tfactors.T943i
                                   + 1.86674 + (5.0/3.0) * -7.5666 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2896,9 +3385,13 @@ void rate_p_F19_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  14.3586 + -3.286 * tfactors.T9i
                          + -0.21103 * tfactors.T9 + 2.87702 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.286 * tfactors.T9i * tfactors.T9i
                                   + -0.21103 + 2.87702 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2913,9 +3406,13 @@ void rate_p_F19_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  15.1955 + -3.75185 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.75185 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2930,9 +3427,13 @@ void rate_p_F19_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  8.239 + -2.46828 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.46828 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2946,8 +3447,8 @@ void rate_p_F19_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_F19_to_p_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_F19_to_p_Ne22_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F19 + He4 --> p + Ne22
 
@@ -2962,9 +3463,13 @@ void rate_He4_F19_to_p_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  52.9317 + -2.8444 * tfactors.T9i + -38.7722 * tfactors.T913i + -13.3654 * tfactors.T913
                          + 0.863648 * tfactors.T9 + -0.0451491 * tfactors.T953 + 1.33333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.8444 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -38.7722 * tfactors.T943i + (1.0/3.0) * -13.3654 * tfactors.T923i
                                   + 0.863648 + (5.0/3.0) * -0.0451491 * tfactors.T923 + 1.33333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2979,9 +3484,13 @@ void rate_He4_F19_to_p_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  51.6709 + -45.7808 * tfactors.T9i + -34.5008 * tfactors.T913i + 56.9316 * tfactors.T913
                          + 2.09613 * tfactors.T9 + -32.496 * tfactors.T953 + 0.333333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  45.7808 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -34.5008 * tfactors.T943i + (1.0/3.0) * 56.9316 * tfactors.T923i
                                   + 2.09613 + (5.0/3.0) * -32.496 * tfactors.T923 + 0.333333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2996,9 +3505,13 @@ void rate_He4_F19_to_p_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  29430.6 + -133.026 * tfactors.T9i + 12625.1 * tfactors.T913i + -49107.1 * tfactors.T913
                          + 9227.53 * tfactors.T9 + -2086.65 * tfactors.T953 + 14520.2 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  133.026 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 12625.1 * tfactors.T943i + (1.0/3.0) * -49107.1 * tfactors.T923i
                                   + 9227.53 + (5.0/3.0) * -2086.65 * tfactors.T923 + 14520.2 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3012,8 +3525,8 @@ void rate_He4_F19_to_p_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ne18_to_p_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ne18_to_p_Na21_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne18 + He4 --> p + Na21
 
@@ -3028,9 +3541,13 @@ void rate_He4_Ne18_to_p_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -23.5811 + -5.76874 * tfactors.T9i + 8.5632e-08 * tfactors.T913i + 24.8579 * tfactors.T913
                          + 0.0823845 * tfactors.T9 + -0.365374 * tfactors.T953 + -2.21415e-06 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.76874 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 8.5632e-08 * tfactors.T943i + (1.0/3.0) * 24.8579 * tfactors.T923i
                                   + 0.0823845 + (5.0/3.0) * -0.365374 * tfactors.T923 + -2.21415e-06 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3045,9 +3562,13 @@ void rate_He4_Ne18_to_p_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -22.4389 + -10.2598 * tfactors.T9i + 4.73034e-07 * tfactors.T913i + 36.29 * tfactors.T913
                          + -6.56565 * tfactors.T9 + -2.96287e-06 * tfactors.T953 + -9.00373e-07 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.2598 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 4.73034e-07 * tfactors.T943i + (1.0/3.0) * 36.29 * tfactors.T923i
                                   + -6.56565 + (5.0/3.0) * -2.96287e-06 * tfactors.T923 + -9.00373e-07 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3062,9 +3583,13 @@ void rate_He4_Ne18_to_p_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -37.3979 + -3.8681 * tfactors.T9i + 7.09521e-06 * tfactors.T913i + 34.1789 * tfactors.T913
                          + -1.72974 * tfactors.T9 + -0.0395081 * tfactors.T953 + -7.82759e-07 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.8681 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 7.09521e-06 * tfactors.T943i + (1.0/3.0) * 34.1789 * tfactors.T923i
                                   + -1.72974 + (5.0/3.0) * -0.0395081 * tfactors.T923 + -7.82759e-07 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3078,8 +3603,8 @@ void rate_He4_Ne18_to_p_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ne19_to_p_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ne19_to_p_Na22_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne19 + He4 --> p + Na22
 
@@ -3094,9 +3619,13 @@ void rate_He4_Ne19_to_p_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  43.1874 + -46.6346 * tfactors.T913i + 0.866532 * tfactors.T913
                          + -0.893541 * tfactors.T9 + 0.0747971 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -46.6346 * tfactors.T943i + (1.0/3.0) * 0.866532 * tfactors.T923i
                                   + -0.893541 + (5.0/3.0) * 0.0747971 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3110,8 +3639,8 @@ void rate_He4_Ne19_to_p_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ne20_to_He4_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ne20_to_He4_F17_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne20 + p --> He4 + F17
 
@@ -3126,9 +3655,13 @@ void rate_p_Ne20_to_He4_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  41.563 + -47.9266 * tfactors.T9i + -43.18 * tfactors.T913i + 4.46827 * tfactors.T913
                          + -1.63915 * tfactors.T9 + 0.123483 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  47.9266 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -43.18 * tfactors.T943i + (1.0/3.0) * 4.46827 * tfactors.T923i
                                   + -1.63915 + (5.0/3.0) * 0.123483 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3142,8 +3675,8 @@ void rate_p_Ne20_to_He4_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na23 + p --> He4 + Ne20
 
@@ -3158,9 +3691,13 @@ void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -6.58736 + -2.31577 * tfactors.T9i + 19.7297 * tfactors.T913
                          + -2.20987 * tfactors.T9 + 0.153374 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.31577 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 19.7297 * tfactors.T923i
                                   + -2.20987 + (5.0/3.0) * 0.153374 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3175,9 +3712,13 @@ void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  0.0178295 + -1.86103 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.86103 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3192,9 +3733,13 @@ void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  18.9756 + -20.0024 * tfactors.T913i + 11.5988 * tfactors.T913
                          + -1.37398 * tfactors.T9 + -1.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -20.0024 * tfactors.T943i + (1.0/3.0) * 11.5988 * tfactors.T923i
                                   + -1.37398 + (5.0/3.0) * -1.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3208,8 +3753,8 @@ void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Mg24_to_He4_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Mg24_to_He4_Na21_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg24 + p --> He4 + Na21
 
@@ -3224,9 +3769,13 @@ void rate_p_Mg24_to_He4_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  42.3867 + -79.897 * tfactors.T9i + -49.9621 * tfactors.T913i + 5.90498 * tfactors.T913
                          + -1.6598 * tfactors.T9 + 0.117817 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  79.897 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -49.9621 * tfactors.T943i + (1.0/3.0) * 5.90498 * tfactors.T923i
                                   + -1.6598 + (5.0/3.0) * 0.117817 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3240,8 +3789,8 @@ void rate_p_Mg24_to_He4_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al27 + p --> He4 + Mg24
 
@@ -3256,9 +3805,13 @@ void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -7.02789 + -4.2425 * tfactors.T9i + 18.0416 * tfactors.T913
                          + -1.54137 * tfactors.T9 + 0.0847506 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.2425 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 18.0416 * tfactors.T923i
                                   + -1.54137 + (5.0/3.0) * 0.0847506 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3273,9 +3826,13 @@ void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -26.8683 + -0.963012 * tfactors.T9i + 5.18642 * tfactors.T913i + -34.7936 * tfactors.T913
                          + 168.225 * tfactors.T9 + -115.825 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.963012 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 5.18642 * tfactors.T943i + (1.0/3.0) * -34.7936 * tfactors.T923i
                                   + 168.225 + (5.0/3.0) * -115.825 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3290,9 +3847,13 @@ void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  29.4576 + -26.4162 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -26.4162 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3306,8 +3867,8 @@ void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P31 + p --> He4 + Si28
 
@@ -3322,9 +3883,13 @@ void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -10.893 + -3.42575 * tfactors.T9i + 21.521 * tfactors.T913
                          + -1.90355 * tfactors.T9 + 0.092724 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.42575 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 21.521 * tfactors.T923i
                                   + -1.90355 + (5.0/3.0) * 0.092724 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3339,9 +3904,13 @@ void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -12.919 + -1.87716 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.87716 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3356,9 +3925,13 @@ void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  60.8829 + -31.932 * tfactors.T913i + -77.0334 * tfactors.T913
                          + -43.6847 * tfactors.T9 + -4.28955 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -31.932 * tfactors.T943i + (1.0/3.0) * -77.0334 * tfactors.T923i
                                   + -43.6847 + (5.0/3.0) * -4.28955 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3372,8 +3945,8 @@ void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // 3 He4 --> C12
 
@@ -3388,9 +3961,13 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -11.7884 + -1.02446 * tfactors.T9i + -23.57 * tfactors.T913i + 20.4886 * tfactors.T913
                          + -12.9882 * tfactors.T9 + -20.0 * tfactors.T953 + -2.16667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.02446 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -23.57 * tfactors.T943i + (1.0/3.0) * 20.4886 * tfactors.T923i
                                   + -12.9882 + (5.0/3.0) * -20.0 * tfactors.T923 + -2.16667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3405,9 +3982,13 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -0.971052 + -37.06 * tfactors.T913i + 29.3493 * tfactors.T913
                          + -115.507 * tfactors.T9 + -10.0 * tfactors.T953 + -1.33333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -37.06 * tfactors.T943i + (1.0/3.0) * 29.3493 * tfactors.T923i
                                   + -115.507 + (5.0/3.0) * -10.0 * tfactors.T923 + -1.33333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3422,9 +4003,13 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -24.3505 + -4.12656 * tfactors.T9i + -13.49 * tfactors.T913i + 21.4259 * tfactors.T913
                          + -1.34769 * tfactors.T9 + 0.0879816 * tfactors.T953 + -13.1653 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.12656 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -13.49 * tfactors.T943i + (1.0/3.0) * 21.4259 * tfactors.T923i
                                   + -1.34769 + (5.0/3.0) * 0.0879816 * tfactors.T923 + -13.1653 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3438,8 +4023,8 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_C12_to_n_Mg23_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_C12_to_n_Mg23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + C12 --> n + Mg23
 
@@ -3454,9 +4039,13 @@ void rate_C12_C12_to_n_Mg23_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -12.8056 + -30.1498 * tfactors.T9i + 11.4826 * tfactors.T913
                          + 1.82849 * tfactors.T9 + -0.34844 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  30.1498 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 11.4826 * tfactors.T923i
                                   + 1.82849 + (5.0/3.0) * -0.34844 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3470,8 +4059,8 @@ void rate_C12_C12_to_n_Mg23_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_O16_to_n_S31_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O16_O16_to_n_S31_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + O16 --> n + S31
 
@@ -3486,9 +4075,13 @@ void rate_O16_O16_to_n_S31_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  77.5491 + -0.373641 * tfactors.T9i + -120.83 * tfactors.T913i + -7.72334 * tfactors.T913
                          + -2.27939 * tfactors.T9 + 0.167655 * tfactors.T953 + 7.62001 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.373641 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -120.83 * tfactors.T943i + (1.0/3.0) * -7.72334 * tfactors.T923i
                                   + -2.27939 + (5.0/3.0) * 0.167655 * tfactors.T923 + 7.62001 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3502,8 +4095,8 @@ void rate_O16_O16_to_n_S31_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_O16_to_n_Si27_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_O16_to_n_Si27_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + C12 --> n + Si27
 
@@ -3518,9 +4111,13 @@ void rate_C12_O16_to_n_Si27_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -132.213 + -1.46479 * tfactors.T9i + -293.089 * tfactors.T913i + 414.404 * tfactors.T913
                          + -28.0562 * tfactors.T9 + 1.61807 * tfactors.T953 + -178.28 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.46479 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -293.089 * tfactors.T943i + (1.0/3.0) * 414.404 * tfactors.T923i
                                   + -28.0562 + (5.0/3.0) * 1.61807 * tfactors.T923 + -178.28 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3534,8 +4131,8 @@ void rate_C12_O16_to_n_Si27_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Na22_to_Al26_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Na22_to_Al26_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na22 + He4 --> Al26
 
@@ -3550,9 +4147,13 @@ void rate_He4_Na22_to_Al26_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  36.3797 + -50.0924 * tfactors.T913i + -0.390826 * tfactors.T913
                          + -0.99531 * tfactors.T9 + 0.101354 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -50.0924 * tfactors.T943i + (1.0/3.0) * -0.390826 * tfactors.T923i
                                   + -0.99531 + (5.0/3.0) * 0.101354 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3566,8 +4167,8 @@ void rate_He4_Na22_to_Al26_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Mg24_to_Al25_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Mg24_to_Al25_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg24 + p --> Al25
 
@@ -3582,9 +4183,13 @@ void rate_p_Mg24_to_Al25_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  8.24021 + -2.48451 * tfactors.T9i + -1.57811 * tfactors.T913
                          + 1.52232 * tfactors.T9 + -0.183001 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.48451 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.57811 * tfactors.T923i
                                   + 1.52232 + (5.0/3.0) * -0.183001 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3599,9 +4204,13 @@ void rate_p_Mg24_to_Al25_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  19.8966 + -22.0227 * tfactors.T913i + 0.361297 * tfactors.T913
                          + 2.61292 * tfactors.T9 + -1.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -22.0227 * tfactors.T943i + (1.0/3.0) * 0.361297 * tfactors.T923i
                                   + 2.61292 + (5.0/3.0) * -1.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3615,8 +4224,8 @@ void rate_p_Mg24_to_Al25_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_S32_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_S32_to_Ar36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S32 + He4 --> Ar36
 
@@ -3631,9 +4240,13 @@ void rate_He4_S32_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  48.901 + -65.3709 * tfactors.T913i + 5.68294 * tfactors.T913
                          + -5.00388 * tfactors.T9 + 0.571407 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -65.3709 * tfactors.T943i + (1.0/3.0) * 5.68294 * tfactors.T923i
                                   + -5.00388 + (5.0/3.0) * 0.571407 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3647,8 +4260,8 @@ void rate_He4_S32_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cl35_to_Ar36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl35 + p --> Ar36
 
@@ -3663,9 +4276,13 @@ void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -42.5249 + -0.564651 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.564651 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3680,9 +4297,13 @@ void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  35.6868 + -27.8971 * tfactors.T913i + -16.2304 * tfactors.T913
                          + 35.255 * tfactors.T9 + -25.8411 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -27.8971 * tfactors.T943i + (1.0/3.0) * -16.2304 * tfactors.T923i
                                   + 35.255 + (5.0/3.0) * -25.8411 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3697,9 +4318,13 @@ void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -7.84699 + -3.65092 * tfactors.T9i + 18.0179 * tfactors.T913
                          + -2.86304 * tfactors.T9 + 0.250854 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.65092 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 18.0179 * tfactors.T923i
                                   + -2.86304 + (5.0/3.0) * 0.250854 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3714,9 +4339,13 @@ void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -9.03294 + -2.00996 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.00996 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3730,8 +4359,8 @@ void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cl35_to_He4_S32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl35 + p --> He4 + S32
 
@@ -3746,9 +4375,13 @@ void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -1.01202 + -3.93495 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.93495 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3763,9 +4396,13 @@ void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -57.5294 + -0.532931 * tfactors.T9i + 25.5338 * tfactors.T913
                          + 6.45824 * tfactors.T9 + -0.950294 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.532931 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 25.5338 * tfactors.T923i
                                   + 6.45824 + (5.0/3.0) * -0.950294 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3780,9 +4417,13 @@ void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  32.12 + -30.9147 * tfactors.T913i + -1.2345 * tfactors.T913
                          + 22.5118 * tfactors.T9 + -33.0589 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -30.9147 * tfactors.T943i + (1.0/3.0) * -1.2345 * tfactors.T923i
                                   + 22.5118 + (5.0/3.0) * -33.0589 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3797,9 +4438,13 @@ void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  2.29121 + -6.00976 * tfactors.T9i + 5.33756 * tfactors.T913
                          + 1.64418 * tfactors.T9 + -0.246167 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.00976 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 5.33756 * tfactors.T923i
                                   + 1.64418 + (5.0/3.0) * -0.246167 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3813,8 +4458,8 @@ void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ar36_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ar36_to_Ca40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar36 + He4 --> Ca40
 
@@ -3829,9 +4474,13 @@ void rate_He4_Ar36_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  52.3486 + -71.0046 * tfactors.T913i + 4.0656 * tfactors.T913
                          + -5.26509 * tfactors.T9 + 0.683546 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -71.0046 * tfactors.T943i + (1.0/3.0) * 4.0656 * tfactors.T923i
                                   + -5.26509 + (5.0/3.0) * 0.683546 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3845,8 +4494,8 @@ void rate_He4_Ar36_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_K39_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_K39_to_Ca40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K39 + p --> Ca40
 
@@ -3861,9 +4510,13 @@ void rate_p_K39_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  2761.38 + -5.22234 * tfactors.T9i + 802.18 * tfactors.T913i + -4010.27 * tfactors.T913
                          + 1136.19 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.22234 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 802.18 * tfactors.T943i + (1.0/3.0) * -4010.27 * tfactors.T923i
                                   + 1136.19 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3878,9 +4531,13 @@ void rate_p_K39_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  588.099 + -12.5647 * tfactors.T9i + 641.844 * tfactors.T913i + -1248.49 * tfactors.T913
                          + 564.926 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.5647 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 641.844 * tfactors.T943i + (1.0/3.0) * -1248.49 * tfactors.T923i
                                   + 564.926 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3895,9 +4552,13 @@ void rate_p_K39_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  102.252 + -1.66508 * tfactors.T9i + 41.1723 * tfactors.T913i + -149.299 * tfactors.T913
                          + 10.5229 * tfactors.T9 + -0.68208 * tfactors.T953 + 59.2367 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.66508 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 41.1723 * tfactors.T943i + (1.0/3.0) * -149.299 * tfactors.T923i
                                   + 10.5229 + (5.0/3.0) * -0.68208 * tfactors.T923 + 59.2367 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3911,8 +4572,8 @@ void rate_p_K39_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_K39_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_K39_to_He4_Ar36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K39 + p --> He4 + Ar36
 
@@ -3927,9 +4588,13 @@ void rate_p_K39_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  20.5166 + -30.0732 * tfactors.T913i + 7.03263 * tfactors.T913
                          + -1.10085 * tfactors.T9 + 0.133768 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -30.0732 * tfactors.T943i + (1.0/3.0) * 7.03263 * tfactors.T923i
                                   + -1.10085 + (5.0/3.0) * 0.133768 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3943,8 +4608,8 @@ void rate_p_K39_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ca40_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ca40_to_Ti44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca40 + He4 --> Ti44
 
@@ -3959,9 +4624,13 @@ void rate_He4_Ca40_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  53.75 + -76.4273 * tfactors.T913i + 3.87451 * tfactors.T913
                          + -3.61477 * tfactors.T9 + 0.367451 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -76.4273 * tfactors.T943i + (1.0/3.0) * 3.87451 * tfactors.T923i
                                   + -3.61477 + (5.0/3.0) * 0.367451 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3975,8 +4644,8 @@ void rate_He4_Ca40_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Sc43_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Sc43_to_Ti44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc43 + p --> Ti44
 
@@ -3991,9 +4660,13 @@ void rate_p_Sc43_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.8432 + -32.1734 * tfactors.T913i + -1.77078 * tfactors.T913
                          + -2.21706 * tfactors.T9 + 0.298499 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -32.1734 * tfactors.T943i + (1.0/3.0) * -1.77078 * tfactors.T923i
                                   + -2.21706 + (5.0/3.0) * 0.298499 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4007,8 +4680,8 @@ void rate_p_Sc43_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Sc43_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Sc43_to_He4_Ca40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc43 + p --> He4 + Ca40
 
@@ -4023,9 +4696,13 @@ void rate_p_Sc43_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  34.8559 + -32.1734 * tfactors.T913i + 0.0296879 * tfactors.T913
                          + -0.95232 * tfactors.T9 + 0.129022 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -32.1734 * tfactors.T943i + (1.0/3.0) * 0.0296879 * tfactors.T923i
                                   + -0.95232 + (5.0/3.0) * 0.129022 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4039,8 +4716,8 @@ void rate_p_Sc43_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ti44_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ti44_to_Cr48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti44 + He4 --> Cr48
 
@@ -4055,9 +4732,13 @@ void rate_He4_Ti44_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  64.7958 + -81.667 * tfactors.T913i + -10.6333 * tfactors.T913
                          + -0.672613 * tfactors.T9 + 0.161209 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -81.667 * tfactors.T943i + (1.0/3.0) * -10.6333 * tfactors.T923i
                                   + -0.672613 + (5.0/3.0) * 0.161209 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4071,8 +4752,8 @@ void rate_He4_Ti44_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ti44_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ti44_to_p_V47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti44 + He4 --> p + V47
 
@@ -4087,9 +4768,13 @@ void rate_He4_Ti44_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -76.5154 + -10.7931 * tfactors.T9i + 70.2835 * tfactors.T913
                          + -7.99061 * tfactors.T9 + 0.486213 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.7931 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 70.2835 * tfactors.T923i
                                   + -7.99061 + (5.0/3.0) * 0.486213 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4103,8 +4788,8 @@ void rate_He4_Ti44_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_V47_to_Cr48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V47 + p --> Cr48
 
@@ -4119,9 +4804,13 @@ void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  42.6798 + -6.0593 * tfactors.T9i + -34.0548 * tfactors.T913i + -3.41973 * tfactors.T913
                          + 1.16501 * tfactors.T9 + -0.105543 * tfactors.T953 + -7.70886 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.0593 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -34.0548 * tfactors.T943i + (1.0/3.0) * -3.41973 * tfactors.T923i
                                   + 1.16501 + (5.0/3.0) * -0.105543 * tfactors.T923 + -7.70886 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4136,9 +4825,13 @@ void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  511.463 + -5.29491 * tfactors.T9i + 317.171 * tfactors.T913i + -911.679 * tfactors.T913
                          + 94.4245 * tfactors.T9 + -10.1973 * tfactors.T953 + 330.727 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.29491 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 317.171 * tfactors.T943i + (1.0/3.0) * -911.679 * tfactors.T923i
                                   + 94.4245 + (5.0/3.0) * -10.1973 * tfactors.T923 + 330.727 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4153,9 +4846,13 @@ void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  23.8315 + 0.246665 * tfactors.T9i + -45.9868 * tfactors.T913i + 13.6822 * tfactors.T913
                          + -0.376902 * tfactors.T9 + -0.0194875 * tfactors.T953 + -8.42325 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.246665 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -45.9868 * tfactors.T943i + (1.0/3.0) * 13.6822 * tfactors.T923i
                                   + -0.376902 + (5.0/3.0) * -0.0194875 * tfactors.T923 + -8.42325 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4170,9 +4867,13 @@ void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  40.5626 + -0.514414 * tfactors.T9i + -110.655 * tfactors.T913i + 83.0232 * tfactors.T913
                          + -19.7762 * tfactors.T9 + 3.03961 * tfactors.T953 + -49.4742 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.514414 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -110.655 * tfactors.T943i + (1.0/3.0) * 83.0232 * tfactors.T923i
                                   + -19.7762 + (5.0/3.0) * 3.03961 * tfactors.T923 + -49.4742 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4186,8 +4887,8 @@ void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cr48_to_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cr48_to_Fe52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr48 + He4 --> Fe52
 
@@ -4202,9 +4903,13 @@ void rate_He4_Cr48_to_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  65.1754 + -86.7459 * tfactors.T913i + -9.79373 * tfactors.T913
                          + -0.772169 * tfactors.T9 + 0.155883 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -86.7459 * tfactors.T943i + (1.0/3.0) * -9.79373 * tfactors.T923i
                                   + -0.772169 + (5.0/3.0) * 0.155883 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4218,8 +4923,8 @@ void rate_He4_Cr48_to_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cr48_to_p_Mn51_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cr48_to_p_Mn51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr48 + He4 --> p + Mn51
 
@@ -4234,9 +4939,13 @@ void rate_He4_Cr48_to_p_Mn51_removed(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  59.2276 + -86.7459 * tfactors.T913i + 1.05653 * tfactors.T913
                          + -1.15757 * tfactors.T9 + 0.0877546 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -86.7459 * tfactors.T943i + (1.0/3.0) * 1.05653 * tfactors.T923i
                                   + -1.15757 + (5.0/3.0) * 0.0877546 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4250,8 +4959,8 @@ void rate_He4_Cr48_to_p_Mn51_removed(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Mn51_to_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Mn51_to_Fe52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn51 + p --> Fe52
 
@@ -4266,9 +4975,13 @@ void rate_p_Mn51_to_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.2596 + -36.1825 * tfactors.T913i + 0.873042 * tfactors.T913
                          + -2.89731 * tfactors.T9 + 0.364394 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -36.1825 * tfactors.T943i + (1.0/3.0) * 0.873042 * tfactors.T923i
                                   + -2.89731 + (5.0/3.0) * 0.364394 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4282,8 +4995,8 @@ void rate_p_Mn51_to_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe52_to_Ni56_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe52_to_Ni56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe52 + He4 --> Ni56
 
@@ -4298,9 +5011,13 @@ void rate_He4_Fe52_to_Ni56_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  66.6417 + -91.6819 * tfactors.T913i + -9.51885 * tfactors.T913
                          + -0.533014 * tfactors.T9 + 0.0892607 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -91.6819 * tfactors.T943i + (1.0/3.0) * -9.51885 * tfactors.T923i
                                   + -0.533014 + (5.0/3.0) * 0.0892607 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4314,8 +5031,8 @@ void rate_He4_Fe52_to_Ni56_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe52_to_p_Co55_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe52_to_p_Co55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe52 + He4 --> p + Co55
 
@@ -4330,9 +5047,13 @@ void rate_He4_Fe52_to_p_Co55_removed(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  62.2207 + -91.6819 * tfactors.T913i + -0.329235 * tfactors.T913
                          + -0.780924 * tfactors.T9 + 0.0425179 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -91.6819 * tfactors.T943i + (1.0/3.0) * -0.329235 * tfactors.T923i
                                   + -0.780924 + (5.0/3.0) * 0.0425179 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4346,8 +5067,8 @@ void rate_He4_Fe52_to_p_Co55_removed(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Co55_to_Ni56_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Co55_to_Ni56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co55 + p --> Ni56
 
@@ -4362,9 +5083,13 @@ void rate_p_Co55_to_Ni56_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  37.3736 + -38.1053 * tfactors.T913i + -0.210947 * tfactors.T913
                          + -2.68377 * tfactors.T9 + 0.355814 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -38.1053 * tfactors.T943i + (1.0/3.0) * -0.210947 * tfactors.T923i
                                   + -2.68377 + (5.0/3.0) * 0.355814 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4377,899 +5102,1475 @@ void rate_p_Co55_to_Ni56_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 
 }
 
-template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_C12_to_Mg24_modified(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    // C12 + C12 --> Mg24 (calls the underlying rate)
-
-    rate_C12_C12_to_n_Mg23_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-}
-
-template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_O16_to_S32_modified(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    // O16 + O16 --> S32 (calls the underlying rate)
-
-    rate_O16_O16_to_n_S31_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-}
-
-template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_O16_to_Si28_modified(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    // O16 + C12 --> Si28 (calls the underlying rate)
-
-    rate_C12_O16_to_n_Si27_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-}
-
-template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Na22_to_Si28_modified(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    // Na22 + 1.5 He4 --> Si28 (calls the underlying rate)
-
-    rate_He4_Na22_to_Al26_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-}
-
-template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Mg24_to_Na22_He4_modified(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    // Mg24 + p + p --> Na22 + He4 (calls the underlying rate)
-
-    rate_p_Mg24_to_Al25_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-}
-
 
-template <typename T>
+template <int do_T_derivatives, typename T>
 AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_S32_He4_to_Ar36_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ag = rate_eval.screened_rates(k_He4_S32_to_Ar36_removed);
-    amrex::Real r_ap = rate_eval.screened_rates(k_He4_S32_to_p_Cl35_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Cl35_to_Ar36_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Cl35_to_He4_S32_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ag + r_ap * r_pg * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_removed);
-        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_removed);
-        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
+void
+fill_reaclib_rates([[maybe_unused]] const tf_t& tfactors,
+                   [[maybe_unused]] T& rate_eval)
+{
 
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ar36_to_S32_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ga = rate_eval.screened_rates(k_Ar36_to_He4_S32_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Cl35_to_He4_S32_removed);
-    amrex::Real r_gp = rate_eval.screened_rates(k_Ar36_to_p_Cl35_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Cl35_to_Ar36_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ga + r_gp * r_pa * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ar36_to_He4_S32_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_removed);
-        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ar36_to_p_Cl35_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_removed);
-        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
+    [[maybe_unused]] amrex::Real rate;
+    [[maybe_unused]] amrex::Real drate_dT;
 
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ar36_He4_to_Ca40_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ar36_to_Ca40_removed);
-    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ar36_to_p_K39_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_K39_to_Ca40_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_K39_to_He4_Ar36_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ag + r_ap * r_pg * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_removed);
-        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_removed);
-        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
+    {
+        // N13_to_C13_reaclib
 
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca40_to_Ar36_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ga = rate_eval.screened_rates(k_Ca40_to_He4_Ar36_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_K39_to_He4_Ar36_removed);
-    amrex::Real r_gp = rate_eval.screened_rates(k_Ca40_to_p_K39_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_K39_to_Ca40_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ga + r_gp * r_pa * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ca40_to_He4_Ar36_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_removed);
-        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ca40_to_p_K39_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_removed);
-        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa);
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_N13_to_C13_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_N13_to_C13_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_N13_to_C13_reaclib) = drate_dT;
+        }
     }
-}
 
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca40_He4_to_Ti44_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ca40_to_Ti44_removed);
-    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Sc43_to_Ti44_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ag + r_ap * r_pg * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_removed);
-        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_removed);
-        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
+    {
+        // O14_to_N14_reaclib
 
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti44_to_Ca40_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ga = rate_eval.screened_rates(k_Ti44_to_He4_Ca40_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_removed);
-    amrex::Real r_gp = rate_eval.screened_rates(k_Ti44_to_p_Sc43_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Sc43_to_Ti44_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ga + r_gp * r_pa * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ti44_to_He4_Ca40_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_removed);
-        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ti44_to_p_Sc43_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_removed);
-        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa);
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O14_to_N14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O14_to_N14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O14_to_N14_reaclib) = drate_dT;
+        }
     }
-}
 
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti44_He4_to_Cr48_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ti44_to_Cr48_removed);
-    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ti44_to_p_V47_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_V47_to_Cr48_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_V47_to_He4_Ti44_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ag + r_ap * r_pg * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_removed);
-        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_removed);
-        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
+    {
+        // O15_to_N15_reaclib
 
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr48_to_Ti44_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ga = rate_eval.screened_rates(k_Cr48_to_He4_Ti44_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_V47_to_He4_Ti44_removed);
-    amrex::Real r_gp = rate_eval.screened_rates(k_Cr48_to_p_V47_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_V47_to_Cr48_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ga + r_gp * r_pa * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Cr48_to_He4_Ti44_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_removed);
-        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Cr48_to_p_V47_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_removed);
-        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa);
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O15_to_N15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O15_to_N15_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O15_to_N15_reaclib) = drate_dT;
+        }
     }
-}
 
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr48_He4_to_Fe52_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Cr48_to_Fe52_removed);
-    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Cr48_to_p_Mn51_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Mn51_to_Fe52_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ag + r_ap * r_pg * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Cr48_to_Fe52_removed);
-        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Cr48_to_p_Mn51_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_removed);
-        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe52_to_Cr48_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ga = rate_eval.screened_rates(k_Fe52_to_He4_Cr48_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_removed);
-    amrex::Real r_gp = rate_eval.screened_rates(k_Fe52_to_p_Mn51_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Mn51_to_Fe52_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ga + r_gp * r_pa * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Fe52_to_He4_Cr48_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_removed);
-        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Fe52_to_p_Mn51_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_removed);
-        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe52_He4_to_Ni56_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Fe52_to_Ni56_removed);
-    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Fe52_to_p_Co55_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Co55_to_Ni56_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ag + r_ap * r_pg * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_removed);
-        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_Co55_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_removed);
-        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni56_to_Fe52_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ga = rate_eval.screened_rates(k_Ni56_to_He4_Fe52_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_removed);
-    amrex::Real r_gp = rate_eval.screened_rates(k_Ni56_to_p_Co55_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Co55_to_Ni56_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ga + r_gp * r_pa * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ni56_to_He4_Fe52_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_removed);
-        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ni56_to_p_Co55_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_removed);
-        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-
-template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void
-fill_reaclib_rates(const tf_t& tfactors, T& rate_eval)
-{
-
-    amrex::Real rate;
-    amrex::Real drate_dT;
-
-    rate_N13_to_C13_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_N13_to_C13_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_N13_to_C13_reaclib) = drate_dT;
-
-    }
-    rate_O14_to_N14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O14_to_N14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O14_to_N14_reaclib) = drate_dT;
-
-    }
-    rate_O15_to_N15_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O15_to_N15_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O15_to_N15_reaclib) = drate_dT;
-
-    }
-    rate_p_C12_to_N13_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_C12_to_N13_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib) = drate_dT;
-
-    }
-    rate_He4_C12_to_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = drate_dT;
-
-    }
-    rate_p_C13_to_N14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_C13_to_N14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_C13_to_N14_reaclib) = drate_dT;
-
-    }
-    rate_p_N13_to_O14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_N13_to_O14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_N13_to_O14_reaclib) = drate_dT;
-
-    }
-    rate_p_N14_to_O15_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_N14_to_O15_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_N14_to_O15_reaclib) = drate_dT;
-
-    }
-    rate_He4_N14_to_F18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_N14_to_F18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_N14_to_F18_reaclib) = drate_dT;
-
-    }
-    rate_p_N15_to_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_N15_to_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_N15_to_O16_reaclib) = drate_dT;
-
-    }
-    rate_He4_N15_to_F19_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_N15_to_F19_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_N15_to_F19_reaclib) = drate_dT;
-
-    }
-    rate_He4_O14_to_Ne18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_O14_to_Ne18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O14_to_Ne18_reaclib) = drate_dT;
-
-    }
-    rate_He4_O15_to_Ne19_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_O15_to_Ne19_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O15_to_Ne19_reaclib) = drate_dT;
-
-    }
-    rate_p_O16_to_F17_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_O16_to_F17_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O16_to_F17_reaclib) = drate_dT;
-
-    }
-    rate_He4_O16_to_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib) = drate_dT;
-
-    }
-    rate_p_O17_to_F18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_O17_to_F18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O17_to_F18_reaclib) = drate_dT;
-
-    }
-    rate_He4_O17_to_Ne21_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_O17_to_Ne21_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O17_to_Ne21_reaclib) = drate_dT;
-
-    }
-    rate_p_O18_to_F19_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_O18_to_F19_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O18_to_F19_reaclib) = drate_dT;
-
-    }
-    rate_He4_O18_to_Ne22_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_O18_to_Ne22_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O18_to_Ne22_reaclib) = drate_dT;
-
-    }
-    rate_p_F17_to_Ne18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_F17_to_Ne18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_F17_to_Ne18_reaclib) = drate_dT;
-
-    }
-    rate_He4_F17_to_Na21_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_F17_to_Na21_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_F17_to_Na21_reaclib) = drate_dT;
-
-    }
-    rate_p_F18_to_Ne19_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_F18_to_Ne19_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_F18_to_Ne19_reaclib) = drate_dT;
-
-    }
-    rate_He4_F18_to_Na22_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_F18_to_Na22_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_F18_to_Na22_reaclib) = drate_dT;
-
-    }
-    rate_p_F19_to_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_F19_to_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_F19_to_Ne20_reaclib) = drate_dT;
-
-    }
-    rate_He4_F19_to_Na23_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_F19_to_Na23_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_F19_to_Na23_reaclib) = drate_dT;
-
-    }
-    rate_p_Ne20_to_Na21_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ne20_to_Na21_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ne20_to_Na21_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ne20_to_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib) = drate_dT;
-
-    }
-    rate_p_Ne21_to_Na22_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ne21_to_Na22_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ne21_to_Na22_reaclib) = drate_dT;
-
-    }
-    rate_p_Ne22_to_Na23_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ne22_to_Na23_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ne22_to_Na23_reaclib) = drate_dT;
-
-    }
-    rate_p_Na23_to_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Na23_to_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_Mg24_reaclib) = drate_dT;
-
-    }
-    rate_He4_Na23_to_Al27_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Na23_to_Al27_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Na23_to_Al27_reaclib) = drate_dT;
-
-    }
-    rate_He4_Mg24_to_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Mg24_to_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_Si28_reaclib) = drate_dT;
-
-    }
-    rate_p_Al27_to_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Al27_to_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_Si28_reaclib) = drate_dT;
-
-    }
-    rate_He4_Al27_to_P31_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Al27_to_P31_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Al27_to_P31_reaclib) = drate_dT;
-
-    }
-    rate_He4_Si28_to_S32_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Si28_to_S32_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_S32_reaclib) = drate_dT;
-
-    }
-    rate_p_P31_to_S32_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_P31_to_S32_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_P31_to_S32_reaclib) = drate_dT;
-
-    }
-    rate_C12_C12_to_p_Na23_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib) = drate_dT;
-
-    }
-    rate_C12_C12_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib) = drate_dT;
-
-    }
-    rate_He4_N13_to_p_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib) = drate_dT;
-
-    }
-    rate_p_N15_to_He4_C12_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_N15_to_He4_C12_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_N15_to_He4_C12_reaclib) = drate_dT;
-
-    }
-    rate_He4_O14_to_p_F17_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_O14_to_p_F17_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O14_to_p_F17_reaclib) = drate_dT;
-
-    }
-    rate_C12_O16_to_p_Al27_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_O16_to_p_Al27_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_p_Al27_reaclib) = drate_dT;
-
-    }
-    rate_C12_O16_to_He4_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_O16_to_He4_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_He4_Mg24_reaclib) = drate_dT;
-
-    }
-    rate_O16_O16_to_p_P31_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O16_O16_to_p_P31_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_p_P31_reaclib) = drate_dT;
-
-    }
-    rate_O16_O16_to_He4_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O16_O16_to_He4_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_He4_Si28_reaclib) = drate_dT;
-
-    }
-    rate_p_O17_to_He4_N14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_O17_to_He4_N14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O17_to_He4_N14_reaclib) = drate_dT;
-
-    }
-    rate_p_O18_to_He4_N15_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_O18_to_He4_N15_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O18_to_He4_N15_reaclib) = drate_dT;
-
-    }
-    rate_p_F18_to_He4_O15_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_F18_to_He4_O15_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_F18_to_He4_O15_reaclib) = drate_dT;
-
-    }
-    rate_He4_F18_to_p_Ne21_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_F18_to_p_Ne21_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_F18_to_p_Ne21_reaclib) = drate_dT;
-
-    }
-    rate_p_F19_to_He4_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_F19_to_He4_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_F19_to_He4_O16_reaclib) = drate_dT;
-
-    }
-    rate_He4_F19_to_p_Ne22_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_F19_to_p_Ne22_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_F19_to_p_Ne22_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ne18_to_p_Na21_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ne18_to_p_Na21_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ne18_to_p_Na21_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ne19_to_p_Na22_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ne19_to_p_Na22_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ne19_to_p_Na22_reaclib) = drate_dT;
-
-    }
-    rate_p_Ne20_to_He4_F17_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ne20_to_He4_F17_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ne20_to_He4_F17_reaclib) = drate_dT;
-
-    }
-    rate_p_Na23_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Na23_to_He4_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_He4_Ne20_reaclib) = drate_dT;
-
-    }
-    rate_p_Mg24_to_He4_Na21_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Mg24_to_He4_Na21_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Mg24_to_He4_Na21_reaclib) = drate_dT;
-
-    }
-    rate_p_Al27_to_He4_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Al27_to_He4_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_He4_Mg24_reaclib) = drate_dT;
-
-    }
-    rate_p_P31_to_He4_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_P31_to_He4_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_P31_to_He4_Si28_reaclib) = drate_dT;
-
-    }
-    rate_He4_He4_He4_to_C12_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib) = drate_dT;
-
-    }
-    rate_C12_C12_to_n_Mg23_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_C12_to_n_Mg23_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_n_Mg23_removed) = drate_dT;
-
-    }
-    rate_O16_O16_to_n_S31_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O16_O16_to_n_S31_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_n_S31_removed) = drate_dT;
-
-    }
-    rate_C12_O16_to_n_Si27_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_O16_to_n_Si27_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_n_Si27_removed) = drate_dT;
-
-    }
-    rate_He4_Na22_to_Al26_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Na22_to_Al26_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Na22_to_Al26_removed) = drate_dT;
-
-    }
-    rate_p_Mg24_to_Al25_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Mg24_to_Al25_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Mg24_to_Al25_removed) = drate_dT;
-
-    }
-    rate_He4_S32_to_Ar36_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_S32_to_Ar36_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_removed) = drate_dT;
-
-    }
-    rate_p_Cl35_to_Ar36_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cl35_to_Ar36_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_removed) = drate_dT;
-
-    }
-    rate_p_Cl35_to_He4_S32_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cl35_to_He4_S32_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_removed) = drate_dT;
-
-    }
-    rate_He4_Ar36_to_Ca40_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ar36_to_Ca40_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_removed) = drate_dT;
-
-    }
-    rate_p_K39_to_Ca40_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_K39_to_Ca40_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_removed) = drate_dT;
-
-    }
-    rate_p_K39_to_He4_Ar36_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_K39_to_He4_Ar36_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_removed) = drate_dT;
-
-    }
-    rate_He4_Ca40_to_Ti44_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ca40_to_Ti44_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_removed) = drate_dT;
-
-    }
-    rate_p_Sc43_to_Ti44_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Sc43_to_Ti44_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_removed) = drate_dT;
-
-    }
-    rate_p_Sc43_to_He4_Ca40_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_removed) = drate_dT;
-
-    }
-    rate_He4_Ti44_to_Cr48_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ti44_to_Cr48_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_removed) = drate_dT;
-
-    }
-    rate_He4_Ti44_to_p_V47_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ti44_to_p_V47_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_removed) = drate_dT;
-
-    }
-    rate_p_V47_to_Cr48_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_V47_to_Cr48_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_removed) = drate_dT;
-
-    }
-    rate_He4_Cr48_to_Fe52_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cr48_to_Fe52_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cr48_to_Fe52_removed) = drate_dT;
-
-    }
-    rate_He4_Cr48_to_p_Mn51_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cr48_to_p_Mn51_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cr48_to_p_Mn51_removed) = drate_dT;
-
-    }
-    rate_p_Mn51_to_Fe52_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Mn51_to_Fe52_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_removed) = drate_dT;
-
-    }
-    rate_He4_Fe52_to_Ni56_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Fe52_to_Ni56_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_removed) = drate_dT;
-
-    }
-    rate_He4_Fe52_to_p_Co55_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Fe52_to_p_Co55_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_Co55_removed) = drate_dT;
-
-    }
-    rate_p_Co55_to_Ni56_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Co55_to_Ni56_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_removed) = drate_dT;
-
-    }
-    rate_C12_C12_to_Mg24_modified<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_C12_to_Mg24_modified) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_Mg24_modified) = drate_dT;
-
-    }
-    rate_O16_O16_to_S32_modified<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O16_O16_to_S32_modified) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_S32_modified) = drate_dT;
-
-    }
-    rate_C12_O16_to_Si28_modified<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_O16_to_Si28_modified) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_Si28_modified) = drate_dT;
-
-    }
-    rate_He4_Na22_to_Si28_modified<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Na22_to_Si28_modified) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Na22_to_Si28_modified) = drate_dT;
-
-    }
-    rate_p_Mg24_to_Na22_He4_modified<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Mg24_to_Na22_He4_modified) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Mg24_to_Na22_He4_modified) = drate_dT;
-
-    }
-
-}
-
-template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void
-fill_approx_rates([[maybe_unused]] const tf_t& tfactors,
-                  [[maybe_unused]] const amrex::Real rho,
-                  [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
-                  [[maybe_unused]] T& rate_eval)
-{
-
-    [[maybe_unused]] amrex::Real rate{};
-    [[maybe_unused]] amrex::Real drate_dT{};
-
-    rate_S32_He4_to_Ar36_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_S32_He4_to_Ar36_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_S32_He4_to_Ar36_approx) = drate_dT;
-
-    }
-    rate_Ar36_to_S32_He4_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ar36_to_S32_He4_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ar36_to_S32_He4_approx) = drate_dT;
-
-    }
-    rate_Ar36_He4_to_Ca40_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ar36_He4_to_Ca40_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ar36_He4_to_Ca40_approx) = drate_dT;
-
-    }
-    rate_Ca40_to_Ar36_He4_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ca40_to_Ar36_He4_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca40_to_Ar36_He4_approx) = drate_dT;
-
-    }
-    rate_Ca40_He4_to_Ti44_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ca40_He4_to_Ti44_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca40_He4_to_Ti44_approx) = drate_dT;
-
-    }
-    rate_Ti44_to_Ca40_He4_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ti44_to_Ca40_He4_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti44_to_Ca40_He4_approx) = drate_dT;
-
-    }
-    rate_Ti44_He4_to_Cr48_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ti44_He4_to_Cr48_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti44_He4_to_Cr48_approx) = drate_dT;
-
-    }
-    rate_Cr48_to_Ti44_He4_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Cr48_to_Ti44_He4_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr48_to_Ti44_He4_approx) = drate_dT;
-
-    }
-    rate_Cr48_He4_to_Fe52_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Cr48_He4_to_Fe52_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr48_He4_to_Fe52_approx) = drate_dT;
-
-    }
-    rate_Fe52_to_Cr48_He4_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Fe52_to_Cr48_He4_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe52_to_Cr48_He4_approx) = drate_dT;
-
-    }
-    rate_Fe52_He4_to_Ni56_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Fe52_He4_to_Ni56_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe52_He4_to_Ni56_approx) = drate_dT;
+    {
+        // p_C12_to_N13_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_C12);
+        }
+#endif
+        rate_p_C12_to_N13_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_C12_to_N13_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_C12_to_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_C12);
+        }
+#endif
+        rate_He4_C12_to_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_C13_to_N14_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_C13);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_C13);
+        }
+#endif
+        rate_p_C13_to_N14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_C13_to_N14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_C13_to_N14_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_N13_to_O14_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_N13);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_N13);
+        }
+#endif
+        rate_p_N13_to_O14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_N13_to_O14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_N13_to_O14_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_N14_to_O15_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_N14);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_N14);
+        }
+#endif
+        rate_p_N14_to_O15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_N14_to_O15_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_N14_to_O15_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_N14_to_F18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_N14);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_N14);
+        }
+#endif
+        rate_He4_N14_to_F18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_N14_to_F18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_N14_to_F18_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_N15_to_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_N15);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_N15);
+        }
+#endif
+        rate_p_N15_to_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_N15_to_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_N15_to_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_N15_to_F19_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_N15);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_N15);
+        }
+#endif
+        rate_He4_N15_to_F19_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_N15_to_F19_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_N15_to_F19_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O14_to_Ne18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O14);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O14);
+        }
+#endif
+        rate_He4_O14_to_Ne18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_O14_to_Ne18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O14_to_Ne18_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O15_to_Ne19_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O15);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O15);
+        }
+#endif
+        rate_He4_O15_to_Ne19_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_O15_to_Ne19_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O15_to_Ne19_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_O16_to_F17_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O16);
+        }
+#endif
+        rate_p_O16_to_F17_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_O16_to_F17_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O16_to_F17_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O16_to_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O16);
+        }
+#endif
+        rate_He4_O16_to_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_O17_to_F18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O17);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O17);
+        }
+#endif
+        rate_p_O17_to_F18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_O17_to_F18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O17_to_F18_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O17_to_Ne21_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O17);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O17);
+        }
+#endif
+        rate_He4_O17_to_Ne21_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_O17_to_Ne21_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O17_to_Ne21_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_O18_to_F19_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O18);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O18);
+        }
+#endif
+        rate_p_O18_to_F19_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_O18_to_F19_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O18_to_F19_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O18_to_Ne22_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O18);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O18);
+        }
+#endif
+        rate_He4_O18_to_Ne22_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_O18_to_Ne22_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O18_to_Ne22_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_F17_to_Ne18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_F17);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_F17);
+        }
+#endif
+        rate_p_F17_to_Ne18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_F17_to_Ne18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_F17_to_Ne18_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_F17_to_Na21_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_F17);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_F17);
+        }
+#endif
+        rate_He4_F17_to_Na21_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_F17_to_Na21_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_F17_to_Na21_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_F18_to_Ne19_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_F18);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_F18);
+        }
+#endif
+        rate_p_F18_to_Ne19_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_F18_to_Ne19_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_F18_to_Ne19_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_F18_to_Na22_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_F18);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_F18);
+        }
+#endif
+        rate_He4_F18_to_Na22_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_F18_to_Na22_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_F18_to_Na22_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_F19_to_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_F19);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_F19);
+        }
+#endif
+        rate_p_F19_to_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_F19_to_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_F19_to_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_F19_to_Na23_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_F19);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_F19);
+        }
+#endif
+        rate_He4_F19_to_Na23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_F19_to_Na23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_F19_to_Na23_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ne20_to_Na21_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ne20);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ne20);
+        }
+#endif
+        rate_p_Ne20_to_Na21_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ne20_to_Na21_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ne20_to_Na21_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ne20_to_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ne20);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ne20);
+        }
+#endif
+        rate_He4_Ne20_to_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ne21_to_Na22_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ne21);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ne21);
+        }
+#endif
+        rate_p_Ne21_to_Na22_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ne21_to_Na22_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ne21_to_Na22_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ne22_to_Na23_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ne22);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ne22);
+        }
+#endif
+        rate_p_Ne22_to_Na23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ne22_to_Na23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ne22_to_Na23_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Na23_to_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Na23);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Na23);
+        }
+#endif
+        rate_p_Na23_to_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Na23_to_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Na23_to_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Na23_to_Al27_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Na23);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Na23);
+        }
+#endif
+        rate_He4_Na23_to_Al27_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Na23_to_Al27_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Na23_to_Al27_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mg24_to_Si28_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mg24);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mg24);
+        }
+#endif
+        rate_He4_Mg24_to_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Mg24_to_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mg24_to_Si28_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Al27_to_Si28_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Al27);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Al27);
+        }
+#endif
+        rate_p_Al27_to_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Al27_to_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Al27_to_Si28_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Al27_to_P31_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Al27);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Al27);
+        }
+#endif
+        rate_He4_Al27_to_P31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Al27_to_P31_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Al27_to_P31_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Si28_to_S32_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Si28);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Si28);
+        }
+#endif
+        rate_He4_Si28_to_S32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Si28_to_S32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Si28_to_S32_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_P31_to_S32_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_P31);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_P31);
+        }
+#endif
+        rate_p_P31_to_S32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_P31_to_S32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_P31_to_S32_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_C12_to_p_Na23_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_C12);
+        }
+#endif
+        rate_C12_C12_to_p_Na23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_C12_to_He4_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_C12);
+        }
+#endif
+        rate_C12_C12_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_N13_to_p_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_N13);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_N13);
+        }
+#endif
+        rate_He4_N13_to_p_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_N15_to_He4_C12_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_N15);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_N15);
+        }
+#endif
+        rate_p_N15_to_He4_C12_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_N15_to_He4_C12_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_N15_to_He4_C12_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O14_to_p_F17_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O14);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O14);
+        }
+#endif
+        rate_He4_O14_to_p_F17_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_O14_to_p_F17_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O14_to_p_F17_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_O16_to_p_Al27_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_O16);
+        }
+#endif
+        rate_C12_O16_to_p_Al27_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_O16_to_p_Al27_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_O16_to_p_Al27_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_O16_to_He4_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_O16);
+        }
+#endif
+        rate_C12_O16_to_He4_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_O16_to_He4_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_O16_to_He4_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // O16_O16_to_p_P31_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_O16_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_O16_O16);
+        }
+#endif
+        rate_O16_O16_to_p_P31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O16_O16_to_p_P31_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O16_O16_to_p_P31_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // O16_O16_to_He4_Si28_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_O16_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_O16_O16);
+        }
+#endif
+        rate_O16_O16_to_He4_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O16_O16_to_He4_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O16_O16_to_He4_Si28_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_O17_to_He4_N14_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O17);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O17);
+        }
+#endif
+        rate_p_O17_to_He4_N14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_O17_to_He4_N14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O17_to_He4_N14_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_O18_to_He4_N15_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O18);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O18);
+        }
+#endif
+        rate_p_O18_to_He4_N15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_O18_to_He4_N15_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O18_to_He4_N15_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_F18_to_He4_O15_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_F18);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_F18);
+        }
+#endif
+        rate_p_F18_to_He4_O15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_F18_to_He4_O15_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_F18_to_He4_O15_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_F18_to_p_Ne21_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_F18);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_F18);
+        }
+#endif
+        rate_He4_F18_to_p_Ne21_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_F18_to_p_Ne21_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_F18_to_p_Ne21_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_F19_to_He4_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_F19);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_F19);
+        }
+#endif
+        rate_p_F19_to_He4_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_F19_to_He4_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_F19_to_He4_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_F19_to_p_Ne22_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_F19);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_F19);
+        }
+#endif
+        rate_He4_F19_to_p_Ne22_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_F19_to_p_Ne22_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_F19_to_p_Ne22_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ne18_to_p_Na21_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ne18);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ne18);
+        }
+#endif
+        rate_He4_Ne18_to_p_Na21_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ne18_to_p_Na21_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ne18_to_p_Na21_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ne19_to_p_Na22_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ne19);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ne19);
+        }
+#endif
+        rate_He4_Ne19_to_p_Na22_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ne19_to_p_Na22_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ne19_to_p_Na22_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ne20_to_He4_F17_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ne20);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ne20);
+        }
+#endif
+        rate_p_Ne20_to_He4_F17_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ne20_to_He4_F17_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ne20_to_He4_F17_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Na23_to_He4_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Na23);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Na23);
+        }
+#endif
+        rate_p_Na23_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Na23_to_He4_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Na23_to_He4_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Mg24_to_He4_Na21_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Mg24);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Mg24);
+        }
+#endif
+        rate_p_Mg24_to_He4_Na21_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Mg24_to_He4_Na21_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Mg24_to_He4_Na21_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Al27_to_He4_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Al27);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Al27);
+        }
+#endif
+        rate_p_Al27_to_He4_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Al27_to_He4_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Al27_to_He4_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_P31_to_He4_Si28_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_P31);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_P31);
+        }
+#endif
+        rate_p_P31_to_He4_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_P31_to_He4_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_P31_to_He4_Si28_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_He4_He4_to_C12_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_He4) + rate_eval.log_screen(k_He4_Be8);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_He4) + rate_eval.dlog_screen_dT(k_He4_Be8);
+        }
+#endif
+        rate_He4_He4_He4_to_C12_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_C12_to_n_Mg23_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_C12);
+        }
+#endif
+        rate_C12_C12_to_n_Mg23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_C12_to_n_Mg23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_C12_to_n_Mg23_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // O16_O16_to_n_S31_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_O16_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_O16_O16);
+        }
+#endif
+        rate_O16_O16_to_n_S31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O16_O16_to_n_S31_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O16_O16_to_n_S31_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_O16_to_n_Si27_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_O16);
+        }
+#endif
+        rate_C12_O16_to_n_Si27_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_O16_to_n_Si27_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_O16_to_n_Si27_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Na22_to_Al26_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Na22);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Na22);
+        }
+#endif
+        rate_He4_Na22_to_Al26_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Na22_to_Al26_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Na22_to_Al26_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Mg24_to_Al25_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Mg24);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Mg24);
+        }
+#endif
+        rate_p_Mg24_to_Al25_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Mg24_to_Al25_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Mg24_to_Al25_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_S32_to_Ar36_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_S32);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_S32);
+        }
+#endif
+        rate_He4_S32_to_Ar36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_S32_to_Ar36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cl35_to_Ar36_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cl35);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cl35);
+        }
+#endif
+        rate_p_Cl35_to_Ar36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cl35_to_Ar36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cl35_to_He4_S32_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cl35);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cl35);
+        }
+#endif
+        rate_p_Cl35_to_He4_S32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cl35_to_He4_S32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ar36_to_Ca40_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ar36);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ar36);
+        }
+#endif
+        rate_He4_Ar36_to_Ca40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ar36_to_Ca40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_K39_to_Ca40_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_K39);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_K39);
+        }
+#endif
+        rate_p_K39_to_Ca40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_K39_to_Ca40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_K39_to_He4_Ar36_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_K39);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_K39);
+        }
+#endif
+        rate_p_K39_to_He4_Ar36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_K39_to_He4_Ar36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ca40_to_Ti44_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ca40);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ca40);
+        }
+#endif
+        rate_He4_Ca40_to_Ti44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ca40_to_Ti44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Sc43_to_Ti44_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Sc43);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Sc43);
+        }
+#endif
+        rate_p_Sc43_to_Ti44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Sc43_to_Ti44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Sc43_to_He4_Ca40_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Sc43);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Sc43);
+        }
+#endif
+        rate_p_Sc43_to_He4_Ca40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ti44_to_Cr48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ti44);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ti44);
+        }
+#endif
+        rate_He4_Ti44_to_Cr48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ti44_to_Cr48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ti44_to_p_V47_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ti44);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ti44);
+        }
+#endif
+        rate_He4_Ti44_to_p_V47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ti44_to_p_V47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_V47_to_Cr48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_V47);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_V47);
+        }
+#endif
+        rate_p_V47_to_Cr48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_V47_to_Cr48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cr48_to_Fe52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cr48);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cr48);
+        }
+#endif
+        rate_He4_Cr48_to_Fe52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cr48_to_Fe52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cr48_to_Fe52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cr48_to_p_Mn51_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cr48);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cr48);
+        }
+#endif
+        rate_He4_Cr48_to_p_Mn51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cr48_to_p_Mn51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cr48_to_p_Mn51_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Mn51_to_Fe52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Mn51);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Mn51);
+        }
+#endif
+        rate_p_Mn51_to_Fe52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Mn51_to_Fe52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe52_to_Ni56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe52);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe52);
+        }
+#endif
+        rate_He4_Fe52_to_Ni56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Fe52_to_Ni56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe52_to_p_Co55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe52);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe52);
+        }
+#endif
+        rate_He4_Fe52_to_p_Co55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Fe52_to_p_Co55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_Co55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Co55_to_Ni56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Co55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Co55);
+        }
+#endif
+        rate_p_Co55_to_Ni56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Co55_to_Ni56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_reaclib) = drate_dT;
+        }
     }
-    rate_Ni56_to_Fe52_He4_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ni56_to_Fe52_He4_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni56_to_Fe52_He4_approx) = drate_dT;
 
-    }
 
 }
 
diff --git a/networks/he-burn/cno-he-burn-34am/table_rates.H b/networks/he-burn/cno-he-burn-34am/table_rates.H
index 08d22b2fe1..5d0ce25ab5 100644
--- a/networks/he-burn/cno-he-burn-34am/table_rates.H
+++ b/networks/he-burn/cno-he-burn-34am/table_rates.H
@@ -55,11 +55,11 @@ constexpr int add_vars = 1;  // 1 Additional Var in entries
 namespace rate_tables
 {
     // F17 --> O17
-    inline AMREX_GPU_MANAGED table_t j_F17_O17_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_F17_O17_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 12> j_F17_O17_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
+    inline AMREX_GPU_DEVICE table_t j_F17_O17_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_F17_O17_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 12> j_F17_O17_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
          j_F17_O17_data{
 -1.98599,       -1.985996,       -1.985997,       -1.985998,       -1.985991,       -1.985811,       -1.984179,       -1.977601,       -1.918501,       -1.559899,       -0.462121,        1.718247,  // RATE
 -1.985903,       -1.985964,       -1.985971,       -1.985976,       -1.985976,       -1.985801,       -1.984173,       -1.977571,       -1.918501,       -1.559899,       -0.462121,        1.718247,
@@ -97,11 +97,11 @@ namespace rate_tables
          };
 
     // O17 --> F17
-    inline AMREX_GPU_MANAGED table_t j_O17_F17_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_O17_F17_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 12> j_O17_F17_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
+    inline AMREX_GPU_DEVICE table_t j_O17_F17_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_O17_F17_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 12> j_O17_F17_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
          j_O17_F17_data{
 -99.69897,       -99.69897,         -72.639,         -36.441,         -21.007,         -15.597,         -11.237,          -8.922,       -6.409967,       -4.069196,       -1.723001,        1.202117,  // RATE
 -99.69897,       -99.69897,         -73.639,         -37.441,          -21.42,         -15.619,         -11.238,          -8.923,       -6.409967,       -4.069196,       -1.723001,        1.202117,
@@ -139,11 +139,11 @@ namespace rate_tables
          };
 
     // F18 --> Ne18
-    inline AMREX_GPU_MANAGED table_t j_F18_Ne18_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_F18_Ne18_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 12> j_F18_Ne18_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
+    inline AMREX_GPU_DEVICE table_t j_F18_Ne18_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_F18_Ne18_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 12> j_F18_Ne18_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
          j_F18_Ne18_data{
 -99.69897,       -99.69897,       -99.69897,         -57.312,         -32.796,          -23.76,         -16.591,         -12.888,           -9.04,       -5.755992,       -2.758693,        0.781225,  // RATE
 -99.69897,       -99.69897,       -99.69897,         -58.312,         -33.209,         -23.782,         -16.592,         -12.889,           -9.04,       -5.755992,       -2.758693,        0.781225,
@@ -181,11 +181,11 @@ namespace rate_tables
          };
 
     // F18 --> O18
-    inline AMREX_GPU_MANAGED table_t j_F18_O18_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_F18_O18_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 12> j_F18_O18_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
+    inline AMREX_GPU_DEVICE table_t j_F18_O18_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_F18_O18_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 12> j_F18_O18_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
          j_F18_O18_data{
 -4.010762,       -4.010915,       -4.010933,       -4.010943,       -4.010771,       -4.006329,       -3.943745,       -3.744878,       -3.181896,       -2.350694,       -1.090264,        1.385945,  // RATE
 -4.008732,       -4.010152,       -4.010328,       -4.010433,       -4.010408,       -4.006087,       -3.943458,       -3.744432,       -3.181896,       -2.350694,       -1.090264,        1.385945,
@@ -223,11 +223,11 @@ namespace rate_tables
          };
 
     // Ne18 --> F18
-    inline AMREX_GPU_MANAGED table_t j_Ne18_F18_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ne18_F18_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 12> j_Ne18_F18_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
+    inline AMREX_GPU_DEVICE table_t j_Ne18_F18_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ne18_F18_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 12> j_Ne18_F18_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
          j_Ne18_F18_data{
 -0.397998,       -0.397999,          -0.398,          -0.398,       -0.397998,        -0.39797,       -0.398569,       -0.397001,       -0.387511,        -0.31553,        0.210666,         2.08323,  // RATE
 -0.397983,       -0.397994,       -0.397995,       -0.397996,       -0.397996,       -0.397969,       -0.398568,       -0.397001,       -0.387511,        -0.31553,        0.210666,         2.08323,
@@ -265,11 +265,11 @@ namespace rate_tables
          };
 
     // O18 --> F18
-    inline AMREX_GPU_MANAGED table_t j_O18_F18_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_O18_F18_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 12> j_O18_F18_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
+    inline AMREX_GPU_DEVICE table_t j_O18_F18_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_O18_F18_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 12> j_O18_F18_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
          j_O18_F18_data{
 -99.69897,         -88.207,         -45.102,         -22.822,         -13.332,         -10.285,          -7.744,       -6.326997,       -4.685921,       -2.989331,       -1.097718,        1.521493,  // RATE
 -99.69897,         -89.208,         -46.103,         -23.823,         -13.745,         -10.307,          -7.746,       -6.326997,       -4.685921,       -2.989331,       -1.097718,        1.521493,
@@ -307,11 +307,11 @@ namespace rate_tables
          };
 
     // F19 --> Ne19
-    inline AMREX_GPU_MANAGED table_t j_F19_Ne19_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_F19_Ne19_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 12> j_F19_Ne19_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
+    inline AMREX_GPU_DEVICE table_t j_F19_Ne19_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_F19_Ne19_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 12> j_F19_Ne19_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
          j_F19_Ne19_data{
 -99.69897,       -99.69897,         -84.364,         -42.168,         -24.192,          -17.79,         -12.668,       -9.975998,       -7.087988,       -4.446942,       -1.881574,        1.186902,  // RATE
 -99.69897,       -99.69897,         -85.364,         -43.168,         -24.605,         -17.811,          -12.67,       -9.976998,       -7.087988,       -4.446942,       -1.881574,        1.186902,
@@ -349,11 +349,11 @@ namespace rate_tables
          };
 
     // Ne19 --> F19
-    inline AMREX_GPU_MANAGED table_t j_Ne19_F19_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ne19_F19_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 12> j_Ne19_F19_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
+    inline AMREX_GPU_DEVICE table_t j_Ne19_F19_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ne19_F19_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 12> j_Ne19_F19_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
          j_Ne19_F19_data{
 -1.414994,       -1.414998,       -1.414998,       -1.414999,       -1.422995,       -1.439902,       -1.467534,       -1.481045,       -1.464793,       -1.231792,        -0.30521,        1.816432,  // RATE
 -1.414946,        -1.41498,       -1.414985,       -1.414988,       -1.422987,       -1.439897,       -1.467528,       -1.481045,       -1.464793,       -1.231792,        -0.30521,        1.816432,
@@ -391,11 +391,11 @@ namespace rate_tables
          };
 
     // Na21 --> Ne21
-    inline AMREX_GPU_MANAGED table_t j_Na21_Ne21_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Na21_Ne21_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 12> j_Na21_Ne21_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
+    inline AMREX_GPU_DEVICE table_t j_Na21_Ne21_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Na21_Ne21_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 12> j_Na21_Ne21_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
          j_Na21_Ne21_data{
 -1.527996,       -1.527998,       -1.527999,       -1.527999,       -1.526996,       -1.526928,       -1.523957,       -1.518154,       -1.491626,       -1.321937,       -0.455925,         1.81133,  // RATE
 -1.527957,       -1.527985,       -1.527988,       -1.527991,       -1.526991,       -1.526925,       -1.523955,       -1.518154,       -1.491626,       -1.321937,       -0.455925,         1.81133,
@@ -433,11 +433,11 @@ namespace rate_tables
          };
 
     // Ne21 --> Na21
-    inline AMREX_GPU_MANAGED table_t j_Ne21_Na21_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ne21_Na21_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 12> j_Ne21_Na21_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
+    inline AMREX_GPU_DEVICE table_t j_Ne21_Na21_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ne21_Na21_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 12> j_Ne21_Na21_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
          j_Ne21_Na21_data{
 -99.69897,       -99.69897,         -92.394,          -46.31,         -26.643,      -19.542999,      -13.870992,      -10.906963,        -7.75779,       -4.923087,       -2.203306,        1.116625,  // RATE
 -99.69897,       -99.69897,         -93.395,          -47.31,         -27.056,      -19.563999,      -13.871992,      -10.906963,        -7.75779,       -4.923087,       -2.203306,        1.116625,
@@ -475,11 +475,11 @@ namespace rate_tables
          };
 
     // Na22 --> Ne22
-    inline AMREX_GPU_MANAGED table_t j_Na22_Ne22_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Na22_Ne22_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 12> j_Na22_Ne22_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
+    inline AMREX_GPU_DEVICE table_t j_Na22_Ne22_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Na22_Ne22_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 12> j_Na22_Ne22_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
          j_Na22_Ne22_data{
 -8.140485,       -8.140823,       -8.140863,        -8.13089,       -6.527984,       -5.221884,       -4.189497,       -3.670155,       -3.126789,       -2.478029,       -1.202487,        1.492835,  // RATE
 -8.136121,       -8.139238,       -8.139635,       -8.129903,       -6.527958,       -5.221878,        -4.18949,       -3.670155,       -3.126789,       -2.478029,       -1.202487,        1.492835,
@@ -517,11 +517,11 @@ namespace rate_tables
          };
 
     // Ne22 --> Na22
-    inline AMREX_GPU_MANAGED table_t j_Ne22_Na22_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ne22_Na22_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 12> j_Ne22_Na22_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
+    inline AMREX_GPU_DEVICE table_t j_Ne22_Na22_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ne22_Na22_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 12> j_Ne22_Na22_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
          j_Ne22_Na22_data{
 -99.69897,       -99.69897,         -78.572,         -41.337,      -25.197999,      -18.663995,      -13.182982,      -10.299883,       -7.224534,       -4.444142,       -1.750046,        1.406071,  // RATE
 -99.69897,       -99.69897,         -79.573,         -42.337,      -25.610998,      -18.684995,      -13.183982,      -10.299883,       -7.224534,       -4.444142,       -1.750046,        1.406071,
@@ -561,7 +561,7 @@ namespace rate_tables
 }
 
 
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_linear_1d(const amrex::Real fhi, const amrex::Real flo, const amrex::Real xhi, const amrex::Real xlo, const amrex::Real x)
 {
@@ -574,7 +574,7 @@ evaluate_linear_1d(const amrex::Real fhi, const amrex::Real flo, const amrex::Re
     return f;
 }
 
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_linear_2d(const amrex::Real fip1jp1, const amrex::Real fip1j, const amrex::Real fijp1, const amrex::Real fij,
           const amrex::Real xhi, const amrex::Real xlo, const amrex::Real yhi, const amrex::Real ylo,
@@ -606,7 +606,7 @@ evaluate_linear_2d(const amrex::Real fip1jp1, const amrex::Real fip1j, const amr
 
 
 template<typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_vars(const int irhoy_lo, const int jtemp_lo,
               const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -636,7 +636,7 @@ evaluate_vars(const int irhoy_lo, const int jtemp_lo,
 
 
 template<typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_dr_dtemp(const int irhoy_lo, const int jtemp_lo,
                   const table_t& table_meta, const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -779,7 +779,7 @@ evaluate_dr_dtemp(const int irhoy_lo, const int jtemp_lo,
 
 
 template <typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 void
 get_entries(const int irhoy_lo, const int jtemp_lo,
             const table_t& table_meta, const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -807,7 +807,7 @@ get_entries(const int irhoy_lo, const int jtemp_lo,
 }
 
 template <typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 void
 tabular_evaluate(const table_t& table_meta,
                  const R& log_rhoy_table, const T& log_temp_table, const D& data,
diff --git a/networks/he-burn/cno-he-burn-34am/temperature_table_rates.H b/networks/he-burn/cno-he-burn-34am/temperature_table_rates.H
index 4fdd0d89c7..8490332679 100644
--- a/networks/he-burn/cno-he-burn-34am/temperature_table_rates.H
+++ b/networks/he-burn/cno-he-burn-34am/temperature_table_rates.H
@@ -5,7 +5,7 @@
 
 #include <tfactors.H>
 #include <actual_network.H>
-
+#include <interp_tools.H>
 
 using namespace amrex::literals;
 
@@ -28,6 +28,7 @@ namespace temp_tabular {
         [[maybe_unused]] amrex::Real drate_dT;
 
 
+
     }
 
 
diff --git a/networks/he-burn/he-burn-19am/Make.package b/networks/he-burn/he-burn-19am/Make.package
index fd942a5ce1..35413fdcff 100644
--- a/networks/he-burn/he-burn-19am/Make.package
+++ b/networks/he-burn/he-burn-19am/Make.package
@@ -2,13 +2,15 @@ PYNUCASTRO_NETWORK = TRUE
 CEXE_headers += network_properties.H
 
 ifeq ($(USE_REACT),TRUE)
-  CEXE_sources += actual_network_data.cpp
   CEXE_headers += actual_network.H
   CEXE_headers += tfactors.H
   CEXE_headers += interp_tools.H
   CEXE_headers += partition_functions.H
   CEXE_headers += actual_rhs.H
+  CEXE_headers += rate_type.H
   CEXE_headers += reaclib_rates.H
+  CEXE_headers += approximate_rates.H
+  CEXE_headers += modified_rates.H
   CEXE_headers += table_rates.H
   CEXE_headers += temperature_table_rates.H
   CEXE_headers += derived_rates.H
diff --git a/networks/he-burn/he-burn-19am/actual_network.H b/networks/he-burn/he-burn-19am/actual_network.H
index 9723ff7c08..e286d657b2 100644
--- a/networks/he-burn/he-burn-19am/actual_network.H
+++ b/networks/he-burn/he-burn-19am/actual_network.H
@@ -1,18 +1,25 @@
 #ifndef actual_network_H
 #define actual_network_H
 
+#include <random>
 #include <string_view>
 
 #include <AMReX_REAL.H>
 #include <AMReX_Array.H>
 #include <AMReX_Loop.H>
 
+#include <extern_parameters.H>
 #include <fundamental_constants.H>
 #include <network_properties.H>
 
 using namespace amrex::literals;
 
-void actual_network_init();
+
+inline
+void actual_network_init() {
+
+
+}
 
 constexpr std::string_view network_name = "pynucastro-cxx";
 
@@ -223,29 +230,29 @@ namespace Rates
         k_p_Al27_to_He4_Mg24_reaclib = 18,
         k_p_P31_to_He4_Si28_reaclib = 19,
         k_He4_He4_He4_to_C12_reaclib = 20,
-        k_He4_N14_to_F18_removed = 21,
-        k_p_O16_to_F17_removed = 22,
-        k_C12_C12_to_n_Mg23_removed = 23,
-        k_O16_O16_to_n_S31_removed = 24,
-        k_C12_O16_to_n_Si27_removed = 25,
-        k_He4_S32_to_Ar36_removed = 26,
-        k_p_Cl35_to_Ar36_removed = 27,
-        k_p_Cl35_to_He4_S32_removed = 28,
-        k_He4_Ar36_to_Ca40_removed = 29,
-        k_p_K39_to_Ca40_removed = 30,
-        k_p_K39_to_He4_Ar36_removed = 31,
-        k_He4_Ca40_to_Ti44_removed = 32,
-        k_p_Sc43_to_Ti44_removed = 33,
-        k_p_Sc43_to_He4_Ca40_removed = 34,
-        k_He4_Ti44_to_Cr48_removed = 35,
-        k_He4_Ti44_to_p_V47_removed = 36,
-        k_p_V47_to_Cr48_removed = 37,
-        k_He4_Cr48_to_Fe52_removed = 38,
-        k_He4_Cr48_to_p_Mn51_removed = 39,
-        k_p_Mn51_to_Fe52_removed = 40,
-        k_He4_Fe52_to_Ni56_removed = 41,
-        k_He4_Fe52_to_p_Co55_removed = 42,
-        k_p_Co55_to_Ni56_removed = 43,
+        k_He4_N14_to_F18_reaclib = 21,
+        k_p_O16_to_F17_reaclib = 22,
+        k_C12_C12_to_n_Mg23_reaclib = 23,
+        k_O16_O16_to_n_S31_reaclib = 24,
+        k_C12_O16_to_n_Si27_reaclib = 25,
+        k_He4_S32_to_Ar36_reaclib = 26,
+        k_p_Cl35_to_Ar36_reaclib = 27,
+        k_p_Cl35_to_He4_S32_reaclib = 28,
+        k_He4_Ar36_to_Ca40_reaclib = 29,
+        k_p_K39_to_Ca40_reaclib = 30,
+        k_p_K39_to_He4_Ar36_reaclib = 31,
+        k_He4_Ca40_to_Ti44_reaclib = 32,
+        k_p_Sc43_to_Ti44_reaclib = 33,
+        k_p_Sc43_to_He4_Ca40_reaclib = 34,
+        k_He4_Ti44_to_Cr48_reaclib = 35,
+        k_He4_Ti44_to_p_V47_reaclib = 36,
+        k_p_V47_to_Cr48_reaclib = 37,
+        k_He4_Cr48_to_Fe52_reaclib = 38,
+        k_He4_Cr48_to_p_Mn51_reaclib = 39,
+        k_p_Mn51_to_Fe52_reaclib = 40,
+        k_He4_Fe52_to_Ni56_reaclib = 41,
+        k_He4_Fe52_to_p_Co55_reaclib = 42,
+        k_p_Co55_to_Ni56_reaclib = 43,
         k_S32_He4_to_Ar36_approx = 44,
         k_Ar36_to_S32_He4_approx = 45,
         k_Ar36_He4_to_Ca40_approx = 46,
@@ -277,25 +284,60 @@ namespace Rates
         k_He4_Ne20_to_p_Na23_derived = 72,
         k_He4_Mg24_to_p_Al27_derived = 73,
         k_He4_Si28_to_p_P31_derived = 74,
-        k_He4_S32_to_p_Cl35_removed = 75,
-        k_Ar36_to_He4_S32_removed = 76,
-        k_Ar36_to_p_Cl35_removed = 77,
-        k_He4_Ar36_to_p_K39_removed = 78,
-        k_Ca40_to_He4_Ar36_removed = 79,
-        k_Ca40_to_p_K39_removed = 80,
-        k_He4_Ca40_to_p_Sc43_removed = 81,
-        k_Ti44_to_He4_Ca40_removed = 82,
-        k_Ti44_to_p_Sc43_removed = 83,
-        k_Cr48_to_He4_Ti44_removed = 84,
-        k_Cr48_to_p_V47_removed = 85,
-        k_p_V47_to_He4_Ti44_removed = 86,
-        k_Fe52_to_He4_Cr48_removed = 87,
-        k_Fe52_to_p_Mn51_removed = 88,
-        k_p_Mn51_to_He4_Cr48_removed = 89,
-        k_Ni56_to_He4_Fe52_removed = 90,
-        k_Ni56_to_p_Co55_removed = 91,
-        k_p_Co55_to_He4_Fe52_removed = 92,
-        NumRates = k_p_Co55_to_He4_Fe52_removed
+        k_He4_S32_to_p_Cl35_derived = 75,
+        k_Ar36_to_He4_S32_derived = 76,
+        k_Ar36_to_p_Cl35_derived = 77,
+        k_He4_Ar36_to_p_K39_derived = 78,
+        k_Ca40_to_He4_Ar36_derived = 79,
+        k_Ca40_to_p_K39_derived = 80,
+        k_He4_Ca40_to_p_Sc43_derived = 81,
+        k_Ti44_to_He4_Ca40_derived = 82,
+        k_Ti44_to_p_Sc43_derived = 83,
+        k_Cr48_to_He4_Ti44_derived = 84,
+        k_Cr48_to_p_V47_derived = 85,
+        k_p_V47_to_He4_Ti44_derived = 86,
+        k_Fe52_to_He4_Cr48_derived = 87,
+        k_Fe52_to_p_Mn51_derived = 88,
+        k_p_Mn51_to_He4_Cr48_derived = 89,
+        k_Ni56_to_He4_Fe52_derived = 90,
+        k_Ni56_to_p_Co55_derived = 91,
+        k_p_Co55_to_He4_Fe52_derived = 92,
+        NumRates = k_p_Co55_to_He4_Fe52_derived
+    };
+
+    enum ScreenPairs :
+    std::uint8_t
+    {
+        k_p_C12 = 1,
+        k_He4_O16 = 2,
+        k_He4_N14 = 3,
+        k_p_K39 = 4,
+        k_He4_Ca40 = 5,
+        k_He4_Ar36 = 6,
+        k_p_Sc43 = 7,
+        k_He4_C12 = 8,
+        k_He4_Ti44 = 9,
+        k_He4_Mg24 = 10,
+        k_C12_O16 = 11,
+        k_p_V47 = 12,
+        k_He4_Cr48 = 13,
+        k_C12_C12 = 14,
+        k_p_Co55 = 15,
+        k_He4_Ne20 = 16,
+        k_p_Al27 = 17,
+        k_p_Mn51 = 18,
+        k_p_Na23 = 19,
+        k_He4_Fe52 = 20,
+        k_He4_S32 = 21,
+        k_p_P31 = 22,
+        k_He4_He4 = 23,
+        k_p_O16 = 24,
+        k_He4_Si28 = 25,
+        k_p_Cl35 = 26,
+        k_O16_O16 = 27,
+        k_He4_Be8 = 28,
+        k_He4_N13 = 29,
+        NumScreenPairs = k_He4_N13
     };
 
     // rate names -- note: the rates are 1-based, not zero-based, so we pad
@@ -324,29 +366,29 @@ namespace Rates
         "p_Al27_to_He4_Mg24_reaclib",  // 18,
         "p_P31_to_He4_Si28_reaclib",  // 19,
         "He4_He4_He4_to_C12_reaclib",  // 20,
-        "He4_N14_to_F18_removed",  // 21,
-        "p_O16_to_F17_removed",  // 22,
-        "C12_C12_to_n_Mg23_removed",  // 23,
-        "O16_O16_to_n_S31_removed",  // 24,
-        "C12_O16_to_n_Si27_removed",  // 25,
-        "He4_S32_to_Ar36_removed",  // 26,
-        "p_Cl35_to_Ar36_removed",  // 27,
-        "p_Cl35_to_He4_S32_removed",  // 28,
-        "He4_Ar36_to_Ca40_removed",  // 29,
-        "p_K39_to_Ca40_removed",  // 30,
-        "p_K39_to_He4_Ar36_removed",  // 31,
-        "He4_Ca40_to_Ti44_removed",  // 32,
-        "p_Sc43_to_Ti44_removed",  // 33,
-        "p_Sc43_to_He4_Ca40_removed",  // 34,
-        "He4_Ti44_to_Cr48_removed",  // 35,
-        "He4_Ti44_to_p_V47_removed",  // 36,
-        "p_V47_to_Cr48_removed",  // 37,
-        "He4_Cr48_to_Fe52_removed",  // 38,
-        "He4_Cr48_to_p_Mn51_removed",  // 39,
-        "p_Mn51_to_Fe52_removed",  // 40,
-        "He4_Fe52_to_Ni56_removed",  // 41,
-        "He4_Fe52_to_p_Co55_removed",  // 42,
-        "p_Co55_to_Ni56_removed",  // 43,
+        "He4_N14_to_F18_reaclib",  // 21,
+        "p_O16_to_F17_reaclib",  // 22,
+        "C12_C12_to_n_Mg23_reaclib",  // 23,
+        "O16_O16_to_n_S31_reaclib",  // 24,
+        "C12_O16_to_n_Si27_reaclib",  // 25,
+        "He4_S32_to_Ar36_reaclib",  // 26,
+        "p_Cl35_to_Ar36_reaclib",  // 27,
+        "p_Cl35_to_He4_S32_reaclib",  // 28,
+        "He4_Ar36_to_Ca40_reaclib",  // 29,
+        "p_K39_to_Ca40_reaclib",  // 30,
+        "p_K39_to_He4_Ar36_reaclib",  // 31,
+        "He4_Ca40_to_Ti44_reaclib",  // 32,
+        "p_Sc43_to_Ti44_reaclib",  // 33,
+        "p_Sc43_to_He4_Ca40_reaclib",  // 34,
+        "He4_Ti44_to_Cr48_reaclib",  // 35,
+        "He4_Ti44_to_p_V47_reaclib",  // 36,
+        "p_V47_to_Cr48_reaclib",  // 37,
+        "He4_Cr48_to_Fe52_reaclib",  // 38,
+        "He4_Cr48_to_p_Mn51_reaclib",  // 39,
+        "p_Mn51_to_Fe52_reaclib",  // 40,
+        "He4_Fe52_to_Ni56_reaclib",  // 41,
+        "He4_Fe52_to_p_Co55_reaclib",  // 42,
+        "p_Co55_to_Ni56_reaclib",  // 43,
         "S32_He4_to_Ar36_approx",  // 44,
         "Ar36_to_S32_He4_approx",  // 45,
         "Ar36_He4_to_Ca40_approx",  // 46,
@@ -378,26 +420,32 @@ namespace Rates
         "He4_Ne20_to_p_Na23_derived",  // 72,
         "He4_Mg24_to_p_Al27_derived",  // 73,
         "He4_Si28_to_p_P31_derived",  // 74,
-        "He4_S32_to_p_Cl35_removed",  // 75,
-        "Ar36_to_He4_S32_removed",  // 76,
-        "Ar36_to_p_Cl35_removed",  // 77,
-        "He4_Ar36_to_p_K39_removed",  // 78,
-        "Ca40_to_He4_Ar36_removed",  // 79,
-        "Ca40_to_p_K39_removed",  // 80,
-        "He4_Ca40_to_p_Sc43_removed",  // 81,
-        "Ti44_to_He4_Ca40_removed",  // 82,
-        "Ti44_to_p_Sc43_removed",  // 83,
-        "Cr48_to_He4_Ti44_removed",  // 84,
-        "Cr48_to_p_V47_removed",  // 85,
-        "p_V47_to_He4_Ti44_removed",  // 86,
-        "Fe52_to_He4_Cr48_removed",  // 87,
-        "Fe52_to_p_Mn51_removed",  // 88,
-        "p_Mn51_to_He4_Cr48_removed",  // 89,
-        "Ni56_to_He4_Fe52_removed",  // 90,
-        "Ni56_to_p_Co55_removed",  // 91,
-        "p_Co55_to_He4_Fe52_removed"  // 92,
+        "He4_S32_to_p_Cl35_derived",  // 75,
+        "Ar36_to_He4_S32_derived",  // 76,
+        "Ar36_to_p_Cl35_derived",  // 77,
+        "He4_Ar36_to_p_K39_derived",  // 78,
+        "Ca40_to_He4_Ar36_derived",  // 79,
+        "Ca40_to_p_K39_derived",  // 80,
+        "He4_Ca40_to_p_Sc43_derived",  // 81,
+        "Ti44_to_He4_Ca40_derived",  // 82,
+        "Ti44_to_p_Sc43_derived",  // 83,
+        "Cr48_to_He4_Ti44_derived",  // 84,
+        "Cr48_to_p_V47_derived",  // 85,
+        "p_V47_to_He4_Ti44_derived",  // 86,
+        "Fe52_to_He4_Cr48_derived",  // 87,
+        "Fe52_to_p_Mn51_derived",  // 88,
+        "p_Mn51_to_He4_Cr48_derived",  // 89,
+        "Ni56_to_He4_Fe52_derived",  // 90,
+        "Ni56_to_p_Co55_derived",  // 91,
+        "p_Co55_to_He4_Fe52_derived"  // 92,
     };
 
+    template<std::uint8_t rate>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    constexpr amrex::Real get_p_random() {
+        return 0.0_rt;
+    }
+
 }
 
 #ifdef NSE_NET
diff --git a/networks/he-burn/he-burn-19am/actual_rhs.H b/networks/he-burn/he-burn-19am/actual_rhs.H
index 2ac270db18..5d80a360be 100644
--- a/networks/he-burn/he-burn-19am/actual_rhs.H
+++ b/networks/he-burn/he-burn-19am/actual_rhs.H
@@ -1,5 +1,5 @@
-#ifndef actual_rhs_H
-#define actual_rhs_H
+#ifndef ACTUAL_RHS_H
+#define ACTUAL_RHS_H
 
 #include <AMReX_REAL.H>
 #include <AMReX_Array.H>
@@ -15,7 +15,10 @@
 #ifdef NEUTRINOS
 #include <neutrino.H>
 #endif
+#include <rate_type.H>
 #include <reaclib_rates.H>
+#include <approximate_rates.H>
+#include <modified_rates.H>
 #include <table_rates.H>
 #include <temperature_table_rates.H>
 #include <derived_rates.H>
@@ -28,9 +31,8 @@ using namespace Rates;
 
 using namespace rate_tables;
 
-
 template<class T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void ener_gener_rate(T const& dydt, amrex::Real& enuc)
 {
 
@@ -49,17 +51,14 @@ void ener_gener_rate(T const& dydt, amrex::Real& enuc)
 }
 
 
+#ifdef SCREENING
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void evaluate_rates(const burn_t& state,
-                    const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
-                    T& rate_eval) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void evaluate_screening(const burn_t& state,
+                        const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                        T& rate_eval) {
 
-    // here Y is consistent with state.xn
-
-    [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
-
-    // Calculate Reaclib rates
+    // Evaluate screening terms
 
     using number_t = std::conditional_t<do_T_derivatives, autodiff::dual, amrex::Real>;
     number_t temp = state.T;
@@ -68,631 +67,368 @@ void evaluate_rates(const burn_t& state,
         autodiff::seed(temp);
     }
 
-#ifdef SCREENING
     plasma_state_t<number_t> pstate{};
     fill_plasma_state(pstate, temp, state.rho, Y);
-#endif
-
-    const tf_t tfactors = evaluate_tfactors(state.T);
-
-    fill_reaclib_rates<do_T_derivatives, T>(tfactors, rate_eval);
-
-    temp_tabular::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
-
-    // Calculate Derived Rates. This should go last but before approx rates.
-    fill_derived_rates<do_T_derivatives, T>(tfactors, rate_eval);
-
-    if (disable_p_C12_to_N13_reaclib) {
-        rate_eval.screened_rates(k_p_C12_to_N13_reaclib) = 0.0;
-        if constexpr (std::is_same_v<T, rate_derivs_t>) {
-            rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib) = 0.0;
-        }
-        rate_eval.screened_rates(k_N13_to_p_C12_derived) = 0.0;
-        if constexpr (std::is_same_v<T, rate_derivs_t>) {
-            rate_eval.dscreened_rates_dT(k_N13_to_p_C12_derived) = 0.0;
-        }
-    }
-
-    if (disable_He4_N13_to_p_O16_reaclib) {
-        rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib) = 0.0;
-        if constexpr (std::is_same_v<T, rate_derivs_t>) {
-            rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib) = 0.0;
-        }
-        rate_eval.screened_rates(k_p_O16_to_He4_N13_derived) = 0.0;
-        if constexpr (std::is_same_v<T, rate_derivs_t>) {
-            rate_eval.dscreened_rates_dT(k_p_O16_to_He4_N13_derived) = 0.0;
-        }
-    }
-
-
-#ifdef SCREENING
-    // Evaluate screening factors
-
-    amrex::Real ratraw, dratraw_dT;
-    amrex::Real scor, dscor_dt;
-    [[maybe_unused]] amrex::Real scor2, dscor2_dt;
 
+    amrex::Real log_scor, dlog_scor_dT;
 
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 6.0_rt, 12.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_C12_to_N13_reaclib);
-    rate_eval.screened_rates(k_p_C12_to_N13_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 6.0_rt, 12.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_C12_to_O16_reaclib);
-    rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_C12) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_C12) = dlog_scor_dT;
+        }
     }
 
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 16.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib);
-    rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_O16) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 10.0_rt, 20.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 14.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib);
-    rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ne20_to_p_Na23_derived);
-    rate_eval.screened_rates(k_He4_Ne20_to_p_Na23_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ne20_to_p_Na23_derived);
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_p_Na23_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_N14) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_N14) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 11.0_rt, 23.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 19.0_rt, 39.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Na23_to_Mg24_reaclib);
-    rate_eval.screened_rates(k_p_Na23_to_Mg24_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Na23_to_Mg24_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_Mg24_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Na23_to_He4_Ne20_reaclib);
-    rate_eval.screened_rates(k_p_Na23_to_He4_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Na23_to_He4_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_He4_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_K39) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_K39) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 12.0_rt, 24.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 20.0_rt, 40.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Mg24_to_Si28_reaclib);
-    rate_eval.screened_rates(k_He4_Mg24_to_Si28_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mg24_to_Si28_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_Si28_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Mg24_to_p_Al27_derived);
-    rate_eval.screened_rates(k_He4_Mg24_to_p_Al27_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mg24_to_p_Al27_derived);
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_p_Al27_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 13.0_rt, 27.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Al27_to_Si28_reaclib);
-    rate_eval.screened_rates(k_p_Al27_to_Si28_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Al27_to_Si28_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_Si28_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Al27_to_He4_Mg24_reaclib);
-    rate_eval.screened_rates(k_p_Al27_to_He4_Mg24_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Al27_to_He4_Mg24_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_He4_Mg24_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ca40) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ca40) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 14.0_rt, 28.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 18.0_rt, 36.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Si28_to_S32_reaclib);
-    rate_eval.screened_rates(k_He4_Si28_to_S32_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Si28_to_S32_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_S32_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Si28_to_p_P31_derived);
-    rate_eval.screened_rates(k_He4_Si28_to_p_P31_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Si28_to_p_P31_derived);
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_p_P31_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ar36) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ar36) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 15.0_rt, 31.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 21.0_rt, 43.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_P31_to_S32_reaclib);
-    rate_eval.screened_rates(k_p_P31_to_S32_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_P31_to_S32_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_P31_to_S32_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_P31_to_He4_Si28_reaclib);
-    rate_eval.screened_rates(k_p_P31_to_He4_Si28_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_P31_to_He4_Si28_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_P31_to_He4_Si28_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Sc43) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Sc43) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(6.0_rt, 12.0_rt, 6.0_rt, 12.0_rt);
-        static_assert(scn_fac.z1 == 6.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib);
-    rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib);
-    rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_C12_to_Mg24_modified);
-    rate_eval.screened_rates(k_C12_C12_to_Mg24_modified) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_C12_to_Mg24_modified);
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_Mg24_modified) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 6.0_rt, 12.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_C12) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_C12) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 13.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 22.0_rt, 44.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ti44) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ti44) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib);
-    rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 12.0_rt, 24.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Mg24) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Mg24) = dlog_scor_dT;
+        }
     }
 
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(6.0_rt, 12.0_rt, 8.0_rt, 16.0_rt);
         static_assert(scn_fac.z1 == 6.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_O16_to_p_Al27_reaclib);
-    rate_eval.screened_rates(k_C12_O16_to_p_Al27_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_O16_to_p_Al27_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_p_Al27_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_O16_to_He4_Mg24_reaclib);
-    rate_eval.screened_rates(k_C12_O16_to_He4_Mg24_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_O16_to_He4_Mg24_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_He4_Mg24_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_O16_to_Si28_modified);
-    rate_eval.screened_rates(k_C12_O16_to_Si28_modified) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_O16_to_Si28_modified);
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_Si28_modified) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_C12_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_C12_O16) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(8.0_rt, 16.0_rt, 8.0_rt, 16.0_rt);
-        static_assert(scn_fac.z1 == 8.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_O16_O16_to_p_P31_reaclib);
-    rate_eval.screened_rates(k_O16_O16_to_p_P31_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_O16_O16_to_p_P31_reaclib);
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_p_P31_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_O16_O16_to_He4_Si28_reaclib);
-    rate_eval.screened_rates(k_O16_O16_to_He4_Si28_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_O16_O16_to_He4_Si28_reaclib);
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_He4_Si28_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_O16_O16_to_S32_modified);
-    rate_eval.screened_rates(k_O16_O16_to_S32_modified) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_O16_O16_to_S32_modified);
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_S32_modified) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 23.0_rt, 47.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_V47) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_V47) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 2.0_rt, 4.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 24.0_rt, 48.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Cr48) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Cr48) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac2 = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 4.0_rt, 8.0_rt);
-        static_assert(scn_fac2.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac2, scor2, dscor2_dt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(6.0_rt, 12.0_rt, 6.0_rt, 12.0_rt);
+        static_assert(scn_fac.z1 == 6.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_C12_C12) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_C12_C12) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib);
-    rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib) *= scor * scor2;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib) = ratraw * (scor * dscor2_dt + dscor_dt * scor2) + dratraw_dT * scor * scor2;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 27.0_rt, 55.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Co55) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Co55) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 14.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 10.0_rt, 20.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ne20) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ne20) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_N14_to_Ne20_modified);
-    rate_eval.screened_rates(k_He4_N14_to_Ne20_modified) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_N14_to_Ne20_modified);
-        rate_eval.dscreened_rates_dT(k_He4_N14_to_Ne20_modified) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 13.0_rt, 27.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Al27) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Al27) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 16.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 25.0_rt, 51.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Mn51) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Mn51) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_O16_to_N14_He4_modified);
-    rate_eval.screened_rates(k_p_O16_to_N14_He4_modified) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O16_to_N14_He4_modified);
-        rate_eval.dscreened_rates_dT(k_p_O16_to_N14_He4_modified) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 11.0_rt, 23.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Na23) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Na23) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_O16_to_He4_N13_derived);
-    rate_eval.screened_rates(k_p_O16_to_He4_N13_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O16_to_He4_N13_derived);
-        rate_eval.dscreened_rates_dT(k_p_O16_to_He4_N13_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 26.0_rt, 52.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Fe52) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Fe52) = dlog_scor_dT;
+        }
     }
 
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 16.0_rt, 32.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_S32_to_Ar36_removed);
-    rate_eval.screened_rates(k_He4_S32_to_Ar36_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_removed);
-        rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_S32_to_p_Cl35_removed);
-    rate_eval.screened_rates(k_He4_S32_to_p_Cl35_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_removed);
-        rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_S32) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_S32) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 17.0_rt, 35.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 15.0_rt, 31.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cl35_to_Ar36_removed);
-    rate_eval.screened_rates(k_p_Cl35_to_Ar36_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_removed);
-        rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cl35_to_He4_S32_removed);
-    rate_eval.screened_rates(k_p_Cl35_to_He4_S32_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_removed);
-        rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_P31) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_P31) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 18.0_rt, 36.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 2.0_rt, 4.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ar36_to_Ca40_removed);
-    rate_eval.screened_rates(k_He4_Ar36_to_Ca40_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ar36_to_p_K39_removed);
-    rate_eval.screened_rates(k_He4_Ar36_to_p_K39_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_He4) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_He4) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 19.0_rt, 39.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 16.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_K39_to_Ca40_removed);
-    rate_eval.screened_rates(k_p_K39_to_Ca40_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_removed);
-        rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_K39_to_He4_Ar36_removed);
-    rate_eval.screened_rates(k_p_K39_to_He4_Ar36_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_removed);
-        rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_O16) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 20.0_rt, 40.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 14.0_rt, 28.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ca40_to_Ti44_removed);
-    rate_eval.screened_rates(k_He4_Ca40_to_Ti44_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_removed);
-    rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Si28) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Si28) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 21.0_rt, 43.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 17.0_rt, 35.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Sc43_to_Ti44_removed);
-    rate_eval.screened_rates(k_p_Sc43_to_Ti44_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_removed);
-        rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Cl35) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Cl35) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_removed);
-    rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_removed);
-        rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(8.0_rt, 16.0_rt, 8.0_rt, 16.0_rt);
+        static_assert(scn_fac.z1 == 8.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_O16_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_O16_O16) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 22.0_rt, 44.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 4.0_rt, 8.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ti44_to_Cr48_removed);
-    rate_eval.screened_rates(k_He4_Ti44_to_Cr48_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ti44_to_p_V47_removed);
-    rate_eval.screened_rates(k_He4_Ti44_to_p_V47_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Be8) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Be8) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 23.0_rt, 47.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_V47_to_Cr48_removed);
-    rate_eval.screened_rates(k_p_V47_to_Cr48_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_removed);
-        rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_V47_to_He4_Ti44_removed);
-    rate_eval.screened_rates(k_p_V47_to_He4_Ti44_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_removed);
-        rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 13.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_N13) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_N13) = dlog_scor_dT;
+        }
     }
 
+}
+#endif
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 24.0_rt, 48.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
 
-    ratraw = rate_eval.screened_rates(k_He4_Cr48_to_Fe52_removed);
-    rate_eval.screened_rates(k_He4_Cr48_to_Fe52_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cr48_to_Fe52_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Cr48_to_Fe52_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+template <int do_T_derivatives, typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void evaluate_rates(const burn_t& state,
+                    const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                    T& rate_eval) {
 
-    ratraw = rate_eval.screened_rates(k_He4_Cr48_to_p_Mn51_removed);
-    rate_eval.screened_rates(k_He4_Cr48_to_p_Mn51_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cr48_to_p_Mn51_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Cr48_to_p_Mn51_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    // here Y is consistent with state.xn
 
+    [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 25.0_rt, 51.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
+    const tf_t tfactors = evaluate_tfactors(state.T);
 
-    ratraw = rate_eval.screened_rates(k_p_Mn51_to_Fe52_removed);
-    rate_eval.screened_rates(k_p_Mn51_to_Fe52_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_removed);
-        rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    // Precompute screening terms
 
-    ratraw = rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_removed);
-    rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_removed);
-        rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+#ifdef SCREENING
+    evaluate_screening<do_T_derivatives, T>(state, Y, rate_eval);
+#endif
 
+    // Fill in different rates
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 26.0_rt, 52.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
+    fill_reaclib_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
-    ratraw = rate_eval.screened_rates(k_He4_Fe52_to_Ni56_removed);
-    rate_eval.screened_rates(k_He4_Fe52_to_Ni56_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    temp_tabular::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
-    ratraw = rate_eval.screened_rates(k_He4_Fe52_to_p_Co55_removed);
-    rate_eval.screened_rates(k_He4_Fe52_to_p_Co55_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_Co55_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_Co55_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    // fill modified rates next -- these can have ReacLib or
+    // TemperatureTabular/StarLib rates as the original rate
+    modified_rates::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
+    // Calculate Derived Rates next. This should go last but before
+    // approx rates, since those may have ReacLibRate,
+    // TemperatureTabularRate / StarLibRate, or DerivedRate as the
+    // underlying rate.
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 27.0_rt, 55.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
+    fill_derived_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
-    ratraw = rate_eval.screened_rates(k_p_Co55_to_Ni56_removed);
-    rate_eval.screened_rates(k_p_Co55_to_Ni56_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_removed);
-        rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+    if (disable_p_C12_to_N13_reaclib) {
+        rate_eval.screened_rates(k_p_C12_to_N13_reaclib) = 0.0;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib) = 0.0;
+        }
+        rate_eval.screened_rates(k_N13_to_p_C12_derived) = 0.0;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_N13_to_p_C12_derived) = 0.0;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_removed);
-    rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_removed);
-        rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+    if (disable_He4_N13_to_p_O16_reaclib) {
+        rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib) = 0.0;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib) = 0.0;
+        }
+        rate_eval.screened_rates(k_p_O16_to_He4_N13_derived) = 0.0;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O16_to_He4_N13_derived) = 0.0;
+        }
     }
 
-#endif
 
     // Fill approximate rates
 
     fill_approx_rates<do_T_derivatives, T>(tfactors, state.rho, Y, rate_eval);
 
-    // Calculate tabular rates
+    // Calculate tabular weak rates
 
     [[maybe_unused]] amrex::Real rate, drate_dt, edot_nu, edot_gamma;
 
@@ -704,7 +440,7 @@ void evaluate_rates(const burn_t& state,
 
 // backwards-compatible wrapper
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void evaluate_rates(const burn_t& state,
                     T& rate_eval) {
 
@@ -719,17 +455,19 @@ void evaluate_rates(const burn_t& state,
 
 
 #ifdef NSE_NET
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_ydot_weak(const burn_t& state,
-             amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
-             amrex::Real& enuc_weak,
-             [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y) {
+                   amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
+                   amrex::Real& enuc_weak,
+                   [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y) {
     ///
     /// Calculate Ydots contribute only from weak reactions.
     /// This is used to calculate dyedt and energy generation from
     /// weak reactions for self-consistent NSE
     ///
 
+    using namespace modified_rates;
+    using namespace temp_tabular;
 
     // initialize ydot_nuc to 0
 
@@ -739,25 +477,61 @@ void get_ydot_weak(const burn_t& state,
 
     rate_t rate_eval;
 
-    [[maybe_unused]] amrex::Real rate, drate_dt, edot_nu, edot_gamma;
+    constexpr int do_T_derivatives = 0;
+    [[maybe_unused]] amrex::Real rate, drate_dT, edot_nu, edot_gamma;
     [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
 
     rate_eval.enuc_weak = 0.0_rt;
 
-    // Calculate tabular rates and get ydot_weak
+    // Compute all weak rates and get ydot_weak
 
+#ifdef SCREENING
+    {
+        plasma_state_t<amrex::Real> pstate{};
+        fill_plasma_state(pstate, state.T, state.rho, Y);
+        amrex::Real log_scor, dlog_scor_dT;
+        {
+            constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 16.0_rt);
+            static_assert(scn_fac.z1 == 1.0_rt);
+            actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+            rate_eval.log_screen(k_p_O16) = log_scor;
+        }
 
-    ydot_nuc(H1) = 0.0_rt;
+    }
+#endif
+
+    const tf_t tfactors = evaluate_tfactors(state.T);
+
+    {
+        // p_O16_to_N14_He4_modified
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O16);
+#endif
+        rate_p_O16_to_N14_He4_modified<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_O16_to_N14_He4_modified) = rate;
+    }
 
-    ydot_nuc(He4) = 0.0_rt;
+
+    const auto& screened_rates = rate_eval.screened_rates;
+
+    ydot_nuc(H1) =
+        -2.0*screened_rates(k_p_O16_to_N14_He4_modified)*Y(O16)*Y(H1)*state.rho;
+
+    ydot_nuc(He4) =
+        screened_rates(k_p_O16_to_N14_He4_modified)*Y(O16)*Y(H1)*state.rho;
 
     ydot_nuc(C12) = 0.0_rt;
 
     ydot_nuc(N13) = 0.0_rt;
 
-    ydot_nuc(N14) = 0.0_rt;
+    ydot_nuc(N14) =
+        screened_rates(k_p_O16_to_N14_He4_modified)*Y(O16)*Y(H1)*state.rho;
 
-    ydot_nuc(O16) = 0.0_rt;
+    ydot_nuc(O16) =
+        -screened_rates(k_p_O16_to_N14_He4_modified)*Y(O16)*Y(H1)*state.rho;
 
     ydot_nuc(Ne20) = 0.0_rt;
 
@@ -790,7 +564,7 @@ void get_ydot_weak(const burn_t& state,
 #endif
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void rhs_nuc(const burn_t& state,
              amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
              const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
@@ -936,7 +710,7 @@ void rhs_nuc(const burn_t& state,
 }
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void actual_rhs (const burn_t& state, amrex::Array1D<amrex::Real, 1, neqs>& ydot)
 {
 
@@ -983,7 +757,7 @@ void actual_rhs (const burn_t& state, amrex::Array1D<amrex::Real, 1, neqs>& ydot
 
 
 template<class MatrixType>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void jac_nuc(const burn_t& state,
              MatrixType& jac,
              const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
@@ -1846,7 +1620,7 @@ void jac_nuc(const burn_t& state,
 
 
 template<class MatrixType>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void actual_jac(const burn_t& state, MatrixType& jac)
 {
 
diff --git a/networks/he-burn/he-burn-19am/approximate_rates.H b/networks/he-burn/he-burn-19am/approximate_rates.H
new file mode 100644
index 0000000000..cb7a05d244
--- /dev/null
+++ b/networks/he-burn/he-burn-19am/approximate_rates.H
@@ -0,0 +1,355 @@
+#ifndef APPROXIMATE_RATES_H
+#define APPROXIMATE_RATES_H
+
+#include <AMReX.H>
+#include <AMReX_Print.H>
+
+#include <tfactors.H>
+#include <actual_network.H>
+#include <rate_type.H>
+
+using namespace Rates;
+using namespace Species;
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_S32_He4_to_Ar36_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Cl35_to_Ar36_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Cl35_to_He4_S32_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ag = rate_eval.screened_rates(k_He4_S32_to_Ar36_reaclib);
+    amrex::Real r_ap = rate_eval.screened_rates(k_He4_S32_to_p_Cl35_derived);
+    rate = r_ag + r_ap * r_pg * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_reaclib);
+        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_reaclib);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ar36_to_S32_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Cl35_to_Ar36_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Cl35_to_He4_S32_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ga = rate_eval.screened_rates(k_Ar36_to_He4_S32_derived);
+    amrex::Real r_gp = rate_eval.screened_rates(k_Ar36_to_p_Cl35_derived);
+    rate = r_ga + r_gp * r_pa * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ar36_to_He4_S32_derived);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_reaclib);
+        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ar36_to_p_Cl35_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ar36_He4_to_Ca40_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_K39_to_Ca40_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_K39_to_He4_Ar36_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ar36_to_Ca40_reaclib);
+    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ar36_to_p_K39_derived);
+    rate = r_ag + r_ap * r_pg * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_reaclib);
+        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_reaclib);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca40_to_Ar36_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_K39_to_Ca40_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_K39_to_He4_Ar36_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ga = rate_eval.screened_rates(k_Ca40_to_He4_Ar36_derived);
+    amrex::Real r_gp = rate_eval.screened_rates(k_Ca40_to_p_K39_derived);
+    rate = r_ga + r_gp * r_pa * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ca40_to_He4_Ar36_derived);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_reaclib);
+        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ca40_to_p_K39_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca40_He4_to_Ti44_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Sc43_to_Ti44_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ca40_to_Ti44_reaclib);
+    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_derived);
+    rate = r_ag + r_ap * r_pg * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_reaclib);
+        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_reaclib);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti44_to_Ca40_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Sc43_to_Ti44_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ga = rate_eval.screened_rates(k_Ti44_to_He4_Ca40_derived);
+    amrex::Real r_gp = rate_eval.screened_rates(k_Ti44_to_p_Sc43_derived);
+    rate = r_ga + r_gp * r_pa * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ti44_to_He4_Ca40_derived);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_reaclib);
+        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ti44_to_p_Sc43_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti44_He4_to_Cr48_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_V47_to_Cr48_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_V47_to_He4_Ti44_derived);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ti44_to_Cr48_reaclib);
+    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ti44_to_p_V47_reaclib);
+    rate = r_ag + r_ap * r_pg * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_reaclib);
+        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_reaclib);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_reaclib);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_derived);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr48_to_Ti44_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_V47_to_Cr48_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_V47_to_He4_Ti44_derived);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ga = rate_eval.screened_rates(k_Cr48_to_He4_Ti44_derived);
+    amrex::Real r_gp = rate_eval.screened_rates(k_Cr48_to_p_V47_derived);
+    rate = r_ga + r_gp * r_pa * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Cr48_to_He4_Ti44_derived);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_derived);
+        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Cr48_to_p_V47_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr48_He4_to_Fe52_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Mn51_to_Fe52_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_derived);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Cr48_to_Fe52_reaclib);
+    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Cr48_to_p_Mn51_reaclib);
+    rate = r_ag + r_ap * r_pg * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Cr48_to_Fe52_reaclib);
+        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Cr48_to_p_Mn51_reaclib);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_reaclib);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_derived);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe52_to_Cr48_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Mn51_to_Fe52_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_derived);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ga = rate_eval.screened_rates(k_Fe52_to_He4_Cr48_derived);
+    amrex::Real r_gp = rate_eval.screened_rates(k_Fe52_to_p_Mn51_derived);
+    rate = r_ga + r_gp * r_pa * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Fe52_to_He4_Cr48_derived);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_derived);
+        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Fe52_to_p_Mn51_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe52_He4_to_Ni56_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Co55_to_Ni56_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_derived);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Fe52_to_Ni56_reaclib);
+    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Fe52_to_p_Co55_reaclib);
+    rate = r_ag + r_ap * r_pg * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_reaclib);
+        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_Co55_reaclib);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_reaclib);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_derived);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni56_to_Fe52_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Co55_to_Ni56_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_derived);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ga = rate_eval.screened_rates(k_Ni56_to_He4_Fe52_derived);
+    amrex::Real r_gp = rate_eval.screened_rates(k_Ni56_to_p_Co55_derived);
+    rate = r_ga + r_gp * r_pa * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ni56_to_He4_Fe52_derived);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_derived);
+        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ni56_to_p_Co55_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+
+
+template <int do_T_derivatives, typename T>
+AMREX_GPU_HOST_DEVICE AMREX_INLINE
+void
+fill_approx_rates([[maybe_unused]] const tf_t& tfactors,
+                  [[maybe_unused]] const amrex::Real rho,
+                  [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                  [[maybe_unused]] T& rate_eval)
+{
+
+    [[maybe_unused]] amrex::Real rate{};
+    [[maybe_unused]] amrex::Real drate_dT{};
+
+    rate_S32_He4_to_Ar36_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_S32_He4_to_Ar36_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_S32_He4_to_Ar36_approx) = drate_dT;
+    }
+
+    rate_Ar36_to_S32_He4_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ar36_to_S32_He4_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ar36_to_S32_He4_approx) = drate_dT;
+    }
+
+    rate_Ar36_He4_to_Ca40_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ar36_He4_to_Ca40_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ar36_He4_to_Ca40_approx) = drate_dT;
+    }
+
+    rate_Ca40_to_Ar36_He4_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ca40_to_Ar36_He4_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ca40_to_Ar36_He4_approx) = drate_dT;
+    }
+
+    rate_Ca40_He4_to_Ti44_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ca40_He4_to_Ti44_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ca40_He4_to_Ti44_approx) = drate_dT;
+    }
+
+    rate_Ti44_to_Ca40_He4_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ti44_to_Ca40_He4_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ti44_to_Ca40_He4_approx) = drate_dT;
+    }
+
+    rate_Ti44_He4_to_Cr48_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ti44_He4_to_Cr48_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ti44_He4_to_Cr48_approx) = drate_dT;
+    }
+
+    rate_Cr48_to_Ti44_He4_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Cr48_to_Ti44_He4_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Cr48_to_Ti44_He4_approx) = drate_dT;
+    }
+
+    rate_Cr48_He4_to_Fe52_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Cr48_He4_to_Fe52_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Cr48_He4_to_Fe52_approx) = drate_dT;
+    }
+
+    rate_Fe52_to_Cr48_He4_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Fe52_to_Cr48_He4_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Fe52_to_Cr48_He4_approx) = drate_dT;
+    }
+
+    rate_Fe52_He4_to_Ni56_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Fe52_He4_to_Ni56_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Fe52_He4_to_Ni56_approx) = drate_dT;
+    }
+
+    rate_Ni56_to_Fe52_He4_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ni56_to_Fe52_He4_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ni56_to_Fe52_He4_approx) = drate_dT;
+    }
+
+
+}
+
+#endif
diff --git a/networks/he-burn/he-burn-19am/derived_rates.H b/networks/he-burn/he-burn-19am/derived_rates.H
index bb3e3a9c7c..6a433c8f43 100644
--- a/networks/he-burn/he-burn-19am/derived_rates.H
+++ b/networks/he-burn/he-burn-19am/derived_rates.H
@@ -10,8 +10,8 @@
 using namespace Rates;
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_N13_to_p_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_N13_to_p_C12_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // N13 --> p + C12
 
@@ -49,13 +49,13 @@ void rate_N13_to_p_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  40.059128683693466 + -22.553277271250543 * tfactors.T9i + -13.692 * tfactors.T913i + -0.230881 * tfactors.T913
                          + 4.44362 * tfactors.T9 + -3.15898 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  22.553277271250543 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -13.692 * tfactors.T943i + (1.0/3.0) * -0.230881 * tfactors.T923i
                                   + 4.44362 + (5.0/3.0) * -3.15898 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -70,13 +70,13 @@ void rate_N13_to_p_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  40.45372868369347 + -26.331767271250545 * tfactors.T9i + -5.10735 * tfactors.T913i + -2.24111 * tfactors.T913
                          + 0.148883 * tfactors.T9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  26.331767271250545 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -5.10735 * tfactors.T943i + (1.0/3.0) * -2.24111 * tfactors.T923i
                                   + 0.148883;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -90,8 +90,8 @@ void rate_N13_to_p_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_to_He4_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O16_to_He4_C12_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // O16 --> He4 + C12
 
@@ -128,13 +128,13 @@ void rate_O16_to_He4_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  279.29694929711803 + -84.95157686791683 * tfactors.T9i + 103.411 * tfactors.T913i + -420.567 * tfactors.T913
                          + 64.0874 * tfactors.T9 + -12.4624 * tfactors.T953 + 138.803 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  84.95157686791683 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 103.411 * tfactors.T943i + (1.0/3.0) * -420.567 * tfactors.T923i
                                   + 64.0874 + (5.0/3.0) * -12.4624 * tfactors.T923 + 138.803 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -149,13 +149,13 @@ void rate_O16_to_He4_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  94.31554929711803 + -84.50314686791683 * tfactors.T9i + 58.9128 * tfactors.T913i + -148.273 * tfactors.T913
                          + 9.08324 * tfactors.T9 + -0.541041 * tfactors.T953 + 71.8554 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  84.50314686791683 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 58.9128 * tfactors.T943i + (1.0/3.0) * -148.273 * tfactors.T923i
                                   + 9.08324 + (5.0/3.0) * -0.541041 * tfactors.T923 + 71.8554 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -169,8 +169,8 @@ void rate_O16_to_He4_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ne20 --> He4 + O16
 
@@ -205,12 +205,12 @@ void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     // ReacLib set derived from co10r
     ln_set_rate =  28.644822801502126 + -65.24608327101186 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  65.24608327101186 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -225,13 +225,13 @@ void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  48.662112801502126 + -54.887583271011856 * tfactors.T9i + -39.7262 * tfactors.T913i + -0.210799 * tfactors.T913
                          + 0.442879 * tfactors.T9 + -0.0797753 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  54.887583271011856 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.7262 * tfactors.T943i + (1.0/3.0) * -0.210799 * tfactors.T923i
                                   + 0.442879 + (5.0/3.0) * -0.0797753 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -246,13 +246,13 @@ void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  34.267592801502126 + -67.65188327101185 * tfactors.T9i + -3.65925 * tfactors.T913
                          + 0.714224 * tfactors.T9 + -0.00107508 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  67.65188327101185 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -3.65925 * tfactors.T923i
                                   + 0.714224 + (5.0/3.0) * -0.00107508 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -266,8 +266,8 @@ void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Mg24 --> p + Na23
 
@@ -303,13 +303,13 @@ void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  34.107544561463015 + -138.96838756220697 * tfactors.T9i + -0.360588 * tfactors.T913
                          + 1.4187 * tfactors.T9 + -0.184061 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  138.96838756220697 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.360588 * tfactors.T923i
                                   + 1.4187 + (5.0/3.0) * -0.184061 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -323,12 +323,12 @@ void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     // ReacLib set derived from il10r
     ln_set_rate =  20.02229456146302 + -137.30028756220696 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  137.30028756220696 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -343,13 +343,13 @@ void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  43.95564456146302 + -135.68809756220696 * tfactors.T9i + -20.6428 * tfactors.T913i + 1.52954 * tfactors.T913
                          + 2.7487 * tfactors.T9 + -1.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  135.68809756220696 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -20.6428 * tfactors.T943i + (1.0/3.0) * 1.52954 * tfactors.T923i
                                   + 2.7487 + (5.0/3.0) * -1.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -363,8 +363,8 @@ void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Mg24 --> He4 + Ne20
 
@@ -400,13 +400,13 @@ void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  16.022538839949377 + -120.89510873006793 * tfactors.T9i + 16.9229 * tfactors.T913
                          + -2.57325 * tfactors.T9 + 0.208997 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  120.89510873006793 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 16.9229 * tfactors.T923i
                                   + -2.57325 + (5.0/3.0) * 0.208997 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -420,12 +420,12 @@ void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amre
     // ReacLib set derived from il10r
     ln_set_rate =  26.803878839949377 + -117.33446873006793 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  117.33446873006793 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -439,12 +439,12 @@ void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amre
     // ReacLib set derived from il10r
     ln_set_rate =  -13.884691160050625 + -110.62025873006793 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  110.62025873006793 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -459,13 +459,13 @@ void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  49.32660883994937 + -108.11420873006793 * tfactors.T9i + -46.2525 * tfactors.T913i + 5.58901 * tfactors.T913
                          + 7.61843 * tfactors.T9 + -3.683 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  108.11420873006793 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -46.2525 * tfactors.T943i + (1.0/3.0) * 5.58901 * tfactors.T923i
                                   + 7.61843 + (5.0/3.0) * -3.683 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -479,8 +479,8 @@ void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Si28 --> p + Al27
 
@@ -516,13 +516,13 @@ void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  11.796402252999236 + -136.3412367256539 * tfactors.T9i + 23.8634 * tfactors.T913
                          + -3.70135 * tfactors.T9 + 0.28964 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  136.3412367256539 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 23.8634 * tfactors.T923i
                                   + -3.70135 + (5.0/3.0) * 0.28964 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -537,13 +537,13 @@ void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  111.48620225299923 + -134.8245897256539 * tfactors.T9i + -26.8327 * tfactors.T913i + -116.137 * tfactors.T913
                          + 0.00950567 * tfactors.T9 + 0.00999755 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  134.8245897256539 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -26.8327 * tfactors.T943i + (1.0/3.0) * -116.137 * tfactors.T923i
                                   + 0.00950567 + (5.0/3.0) * 0.00999755 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -558,13 +558,13 @@ void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  46.569302252999236 + -134.4372767256539 * tfactors.T9i + -23.2205 * tfactors.T913i
                          + -2.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  134.4372767256539 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -23.2205 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -578,8 +578,8 @@ void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Si28_to_He4_Mg24_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Si28_to_He4_Mg24_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Si28 --> He4 + Mg24
 
@@ -614,12 +614,12 @@ void rate_Si28_to_He4_Mg24_derived(const tf_t& tfactors, amrex::Real& rate, amre
     // ReacLib set derived from st08r
     ln_set_rate =  32.902724006057724 + -131.4900751873663 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  131.4900751873663 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -634,13 +634,13 @@ void rate_Si28_to_He4_Mg24_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -25.68644599394228 + -128.6942751873663 * tfactors.T9i + 21.3721 * tfactors.T913i + 37.7649 * tfactors.T913
                          + -4.10635 * tfactors.T9 + 0.249618 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  128.6942751873663 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 21.3721 * tfactors.T943i + (1.0/3.0) * 37.7649 * tfactors.T923i
                                   + -4.10635 + (5.0/3.0) * 0.249618 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -654,8 +654,8 @@ void rate_Si28_to_He4_Mg24_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_S32_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_S32_to_p_P31_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // S32 --> p + P31
 
@@ -691,13 +691,13 @@ void rate_S32_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  25.192389422303183 + -106.63906812813134 * tfactors.T9i + 8.09341 * tfactors.T913
                          + -0.615971 * tfactors.T9 + 0.031159 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  106.63906812813134 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 8.09341 * tfactors.T923i
                                   + -0.615971 + (5.0/3.0) * 0.031159 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -711,12 +711,12 @@ void rate_S32_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // ReacLib set derived from il10r
     ln_set_rate =  21.702443422303183 + -105.12160812813134 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  105.12160812813134 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -731,13 +731,13 @@ void rate_S32_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  43.630433422303184 + -102.86202812813134 * tfactors.T9i + -25.3278 * tfactors.T913i + 6.4931 * tfactors.T913
                          + -9.27513 * tfactors.T9 + -0.610439 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  102.86202812813134 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -25.3278 * tfactors.T943i + (1.0/3.0) * 6.4931 * tfactors.T923i
                                   + -9.27513 + (5.0/3.0) * -0.610439 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -751,8 +751,8 @@ void rate_S32_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_S32_to_He4_Si28_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_S32_to_He4_Si28_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // S32 --> He4 + Si28
 
@@ -788,13 +788,13 @@ void rate_S32_to_He4_Si28_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  72.8147025119699 + -80.62419844573513 * tfactors.T9i + -59.4896 * tfactors.T913i + 4.47205 * tfactors.T913
                          + -4.78989 * tfactors.T9 + 0.557201 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  80.62419844573513 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -59.4896 * tfactors.T943i + (1.0/3.0) * 4.47205 * tfactors.T923i
                                   + -4.78989 + (5.0/3.0) * 0.557201 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -808,8 +808,8 @@ void rate_S32_to_He4_Si28_derived(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // C12 --> 3 He4
 
@@ -841,13 +841,13 @@ void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  34.96090397991297 + -85.44440046993657 * tfactors.T9i + -23.57 * tfactors.T913i + 20.4886 * tfactors.T913
                          + -12.9882 * tfactors.T9 + -20.0 * tfactors.T953 + 0.8333300000000001 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  85.44440046993657 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -23.57 * tfactors.T943i + (1.0/3.0) * 20.4886 * tfactors.T923i
                                   + -12.9882 + (5.0/3.0) * -20.0 * tfactors.T923 + 0.8333300000000001 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -862,13 +862,13 @@ void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  45.77825197991297 + -84.41994046993656 * tfactors.T9i + -37.06 * tfactors.T913i + 29.3493 * tfactors.T913
                          + -115.507 * tfactors.T9 + -10.0 * tfactors.T953 + 1.66667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  84.41994046993656 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -37.06 * tfactors.T943i + (1.0/3.0) * 29.3493 * tfactors.T923i
                                   + -115.507 + (5.0/3.0) * -10.0 * tfactors.T923 + 1.66667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -883,13 +883,13 @@ void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  22.398803979912973 + -88.54650046993656 * tfactors.T9i + -13.49 * tfactors.T913i + 21.4259 * tfactors.T913
                          + -1.34769 * tfactors.T9 + 0.0879816 * tfactors.T953 + -10.1653 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  88.54650046993656 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -13.49 * tfactors.T943i + (1.0/3.0) * 21.4259 * tfactors.T923i
                                   + -1.34769 + (5.0/3.0) * 0.0879816 * tfactors.T923 + -10.1653 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -903,8 +903,8 @@ void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O16_to_He4_N13_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O16_to_He4_N13_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // O16 + p --> He4 + N13
 
@@ -947,13 +947,13 @@ void rate_p_O16_to_He4_N13_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  42.21642061342456 + -60.557329596678294 * tfactors.T9i + -35.829 * tfactors.T913i + -0.530275 * tfactors.T913
                          + -0.982462 * tfactors.T9 + 0.0808059 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  60.557329596678294 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -35.829 * tfactors.T943i + (1.0/3.0) * -0.530275 * tfactors.T923i
                                   + -0.982462 + (5.0/3.0) * 0.0808059 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -967,8 +967,8 @@ void rate_p_O16_to_He4_N13_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ne20 + He4 --> p + Na23
 
@@ -1010,13 +1010,13 @@ void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -6.360024278486355 + -29.889658832139027 * tfactors.T9i + 19.7297 * tfactors.T913
                          + -2.20987 * tfactors.T9 + 0.153374 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  29.889658832139027 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 19.7297 * tfactors.T923i
                                   + -2.20987 + (5.0/3.0) * 0.153374 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1031,13 +1031,13 @@ void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  0.24516522151364528 + -29.434918832139026 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  29.434918832139026 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1052,13 +1052,13 @@ void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  19.202935721513644 + -27.573888832139026 * tfactors.T9i + -20.0024 * tfactors.T913i + 11.5988 * tfactors.T913
                          + -1.37398 * tfactors.T9 + -1.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  27.573888832139026 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -20.0024 * tfactors.T943i + (1.0/3.0) * 11.5988 * tfactors.T923i
                                   + -1.37398 + (5.0/3.0) * -1.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1072,8 +1072,8 @@ void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Mg24 + He4 --> p + Al27
 
@@ -1115,13 +1115,13 @@ void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -6.4280417530584835 + -22.818701538287602 * tfactors.T9i + 18.0416 * tfactors.T913
                          + -1.54137 * tfactors.T9 + 0.0847506 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  22.818701538287602 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 18.0416 * tfactors.T923i
                                   + -1.54137 + (5.0/3.0) * 0.0847506 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1136,13 +1136,13 @@ void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -26.268451753058486 + -19.5392135382876 * tfactors.T9i + 5.18642 * tfactors.T913i + -34.7936 * tfactors.T913
                          + 168.225 * tfactors.T9 + -115.825 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  19.5392135382876 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 5.18642 * tfactors.T943i + (1.0/3.0) * -34.7936 * tfactors.T923i
                                   + 168.225 + (5.0/3.0) * -115.825 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1157,13 +1157,13 @@ void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  30.057448246941515 + -18.576201538287602 * tfactors.T9i + -26.4162 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  18.576201538287602 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -26.4162 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1177,8 +1177,8 @@ void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Si28 + He4 --> p + P31
 
@@ -1220,13 +1220,13 @@ void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -11.415669089666713 + -25.663579682396225 * tfactors.T9i + 21.521 * tfactors.T913
                          + -1.90355 * tfactors.T9 + 0.092724 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  25.663579682396225 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 21.521 * tfactors.T923i
                                   + -1.90355 + (5.0/3.0) * 0.092724 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1241,13 +1241,13 @@ void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -13.441669089666712 + -24.114989682396224 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  24.114989682396224 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1262,13 +1262,13 @@ void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  60.360230910333286 + -22.237829682396224 * tfactors.T9i + -31.932 * tfactors.T913i + -77.0334 * tfactors.T913
                          + -43.6847 * tfactors.T9 + -4.28955 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  22.237829682396224 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -31.932 * tfactors.T943i + (1.0/3.0) * -77.0334 * tfactors.T923i
                                   + -43.6847 + (5.0/3.0) * -4.28955 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1282,8 +1282,8 @@ void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_S32_to_p_Cl35_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // S32 + He4 --> p + Cl35
 
@@ -1325,13 +1325,13 @@ void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -0.8597847344696254 + -25.589703706656966 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  25.589703706656966 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1346,13 +1346,13 @@ void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -57.37716473446963 + -22.187684706656967 * tfactors.T9i + 25.5338 * tfactors.T913
                          + 6.45824 * tfactors.T9 + -0.950294 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  22.187684706656967 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 25.5338 * tfactors.T923i
                                   + 6.45824 + (5.0/3.0) * -0.950294 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1367,13 +1367,13 @@ void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  32.27223526553037 + -21.654753706656965 * tfactors.T9i + -30.9147 * tfactors.T913i + -1.2345 * tfactors.T913
                          + 22.5118 * tfactors.T9 + -33.0589 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  21.654753706656965 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -30.9147 * tfactors.T943i + (1.0/3.0) * -1.2345 * tfactors.T923i
                                   + 22.5118 + (5.0/3.0) * -33.0589 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1388,13 +1388,13 @@ void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  2.4434452655303747 + -27.664513706656965 * tfactors.T9i + 5.33756 * tfactors.T913
                          + 1.64418 * tfactors.T9 + -0.246167 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  27.664513706656965 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 5.33756 * tfactors.T923i
                                   + 1.64418 + (5.0/3.0) * -0.246167 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1408,8 +1408,8 @@ void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ar36_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ar36_to_He4_S32_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ar36 --> He4 + S32
 
@@ -1445,13 +1445,13 @@ void rate_Ar36_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  73.81807507159112 + -77.06468541928012 * tfactors.T9i + -65.3709 * tfactors.T913i + 5.68294 * tfactors.T913
                          + -5.00388 * tfactors.T9 + 0.571407 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  77.06468541928012 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -65.3709 * tfactors.T943i + (1.0/3.0) * 5.68294 * tfactors.T923i
                                   + -5.00388 + (5.0/3.0) * 0.571407 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1465,8 +1465,8 @@ void rate_Ar36_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ar36_to_p_Cl35_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ar36 --> p + Cl35
 
@@ -1501,12 +1501,12 @@ void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     // ReacLib set derived from il10r
     ln_set_rate =  -17.455589662878502 + -99.28409012589869 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  99.28409012589869 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1521,13 +1521,13 @@ void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  60.7561103371215 + -98.71943912589869 * tfactors.T9i + -27.8971 * tfactors.T913i + -16.2304 * tfactors.T913
                          + 35.255 * tfactors.T9 + -25.8411 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  98.71943912589869 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -27.8971 * tfactors.T943i + (1.0/3.0) * -16.2304 * tfactors.T923i
                                   + 35.255 + (5.0/3.0) * -25.8411 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1542,13 +1542,13 @@ void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  17.222320337121502 + -102.37035912589869 * tfactors.T9i + 18.0179 * tfactors.T913
                          + -2.86304 * tfactors.T9 + 0.250854 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  102.37035912589869 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 18.0179 * tfactors.T923i
                                   + -2.86304 + (5.0/3.0) * 0.250854 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1562,12 +1562,12 @@ void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     // ReacLib set derived from il10r
     ln_set_rate =  16.0363703371215 + -100.7293991258987 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  100.7293991258987 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1581,8 +1581,8 @@ void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ar36_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ar36_to_p_K39_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ar36 + He4 --> p + K39
 
@@ -1624,13 +1624,13 @@ void rate_He4_Ar36_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  20.654451232729432 + -14.951286608188834 * tfactors.T9i + -30.0732 * tfactors.T913i + 7.03263 * tfactors.T913
                          + -1.10085 * tfactors.T9 + 0.133768 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  14.951286608188834 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -30.0732 * tfactors.T943i + (1.0/3.0) * 7.03263 * tfactors.T923i
                                   + -1.10085 + (5.0/3.0) * 0.133768 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1644,8 +1644,8 @@ void rate_He4_Ar36_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca40_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca40_to_He4_Ar36_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ca40 --> He4 + Ar36
 
@@ -1681,13 +1681,13 @@ void rate_Ca40_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  77.28432125250924 + -81.69320665503751 * tfactors.T9i + -71.0046 * tfactors.T913i + 4.0656 * tfactors.T913
                          + -5.26509 * tfactors.T9 + 0.683546 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  81.69320665503751 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -71.0046 * tfactors.T943i + (1.0/3.0) * 4.0656 * tfactors.T923i
                                   + -5.26509 + (5.0/3.0) * 0.683546 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1701,8 +1701,8 @@ void rate_Ca40_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca40_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca40_to_p_K39_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ca40 --> p + K39
 
@@ -1738,13 +1738,13 @@ void rate_Ca40_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  2786.453572485239 + -101.86683326322635 * tfactors.T9i + 802.18 * tfactors.T913i + -4010.27 * tfactors.T913
                          + 1137.69 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  101.86683326322635 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 802.18 * tfactors.T943i + (1.0/3.0) * -4010.27 * tfactors.T923i
                                   + 1137.69 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1759,13 +1759,13 @@ void rate_Ca40_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  613.1725724852387 + -109.20919326322635 * tfactors.T9i + 641.844 * tfactors.T913i + -1248.49 * tfactors.T913
                          + 566.426 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  109.20919326322635 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 641.844 * tfactors.T943i + (1.0/3.0) * -1248.49 * tfactors.T923i
                                   + 566.426 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1780,13 +1780,13 @@ void rate_Ca40_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  127.32557248523868 + -98.30957326322635 * tfactors.T9i + 41.1723 * tfactors.T913i + -149.299 * tfactors.T913
                          + 10.5229 * tfactors.T9 + -0.68208 * tfactors.T953 + 60.7367 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  98.30957326322635 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 41.1723 * tfactors.T943i + (1.0/3.0) * -149.299 * tfactors.T923i
                                   + 10.5229 + (5.0/3.0) * -0.68208 * tfactors.T923 + 60.7367 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1800,8 +1800,8 @@ void rate_Ca40_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ca40_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ca40_to_p_Sc43_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ca40 + He4 --> p + Sc43
 
@@ -1843,13 +1843,13 @@ void rate_He4_Ca40_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  35.67546755788414 + -40.87525788838128 * tfactors.T9i + -32.1734 * tfactors.T913i + 0.0296879 * tfactors.T913
                          + -0.95232 * tfactors.T9 + 0.129022 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  40.87525788838128 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -32.1734 * tfactors.T943i + (1.0/3.0) * 0.0296879 * tfactors.T923i
                                   + -0.95232 + (5.0/3.0) * 0.129022 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1863,8 +1863,8 @@ void rate_He4_Ca40_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti44_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti44_to_He4_Ca40_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ti44 --> He4 + Ca40
 
@@ -1900,13 +1900,13 @@ void rate_Ti44_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  78.7006646483486 + -59.49768581557457 * tfactors.T9i + -76.4273 * tfactors.T913i + 3.87451 * tfactors.T913
                          + -3.61477 * tfactors.T9 + 0.367451 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  59.49768581557457 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -76.4273 * tfactors.T943i + (1.0/3.0) * 3.87451 * tfactors.T923i
                                   + -3.61477 + (5.0/3.0) * 0.367451 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1920,8 +1920,8 @@ void rate_Ti44_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti44_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti44_to_p_Sc43_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ti44 --> p + Sc43
 
@@ -1957,13 +1957,13 @@ void rate_Ti44_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  62.61343220623275 + -100.37294370395585 * tfactors.T9i + -32.1734 * tfactors.T913i + -1.77078 * tfactors.T913
                          + -2.21706 * tfactors.T9 + 0.298499 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  100.37294370395585 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -32.1734 * tfactors.T943i + (1.0/3.0) * -1.77078 * tfactors.T923i
                                   + -2.21706 + (5.0/3.0) * 0.298499 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1977,8 +1977,8 @@ void rate_Ti44_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr48_to_He4_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr48_to_He4_Ti44_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Cr48 --> He4 + Ti44
 
@@ -2014,13 +2014,13 @@ void rate_Cr48_to_He4_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  89.75906465832496 + -89.32364150067336 * tfactors.T9i + -81.667 * tfactors.T913i + -10.6333 * tfactors.T913
                          + -0.672613 * tfactors.T9 + 0.161209 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  89.32364150067336 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -81.667 * tfactors.T943i + (1.0/3.0) * -10.6333 * tfactors.T923i
                                   + -0.672613 + (5.0/3.0) * 0.161209 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2034,8 +2034,8 @@ void rate_Cr48_to_He4_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr48_to_p_V47_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Cr48 --> p + V47
 
@@ -2071,13 +2071,13 @@ void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  67.75975303984967 + -100.08956223422913 * tfactors.T9i + -34.0548 * tfactors.T913i + -3.41973 * tfactors.T913
                          + 1.16501 * tfactors.T9 + -0.105543 * tfactors.T953 + -6.20886 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  100.08956223422913 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -34.0548 * tfactors.T943i + (1.0/3.0) * -3.41973 * tfactors.T923i
                                   + 1.16501 + (5.0/3.0) * -0.105543 * tfactors.T923 + -6.20886 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2092,13 +2092,13 @@ void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  536.5429530398497 + -99.32517223422914 * tfactors.T9i + 317.171 * tfactors.T913i + -911.679 * tfactors.T913
                          + 94.4245 * tfactors.T9 + -10.1973 * tfactors.T953 + 332.227 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  99.32517223422914 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 317.171 * tfactors.T943i + (1.0/3.0) * -911.679 * tfactors.T923i
                                   + 94.4245 + (5.0/3.0) * -10.1973 * tfactors.T923 + 332.227 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2113,13 +2113,13 @@ void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  48.911453039849675 + -93.78359723422915 * tfactors.T9i + -45.9868 * tfactors.T913i + 13.6822 * tfactors.T913
                          + -0.376902 * tfactors.T9 + -0.0194875 * tfactors.T953 + -6.9232499999999995 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  93.78359723422915 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -45.9868 * tfactors.T943i + (1.0/3.0) * 13.6822 * tfactors.T923i
                                   + -0.376902 + (5.0/3.0) * -0.0194875 * tfactors.T923 + -6.9232499999999995 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2134,13 +2134,13 @@ void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  65.64255303984967 + -94.54467623422914 * tfactors.T9i + -110.655 * tfactors.T913i + 83.0232 * tfactors.T913
                          + -19.7762 * tfactors.T9 + 3.03961 * tfactors.T953 + -47.9742 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  94.54467623422914 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -110.655 * tfactors.T943i + (1.0/3.0) * 83.0232 * tfactors.T923i
                                   + -19.7762 + (5.0/3.0) * 3.03961 * tfactors.T923 + -47.9742 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2154,8 +2154,8 @@ void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_V47_to_He4_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_V47_to_He4_Ti44_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // V47 + p --> He4 + Ti44
 
@@ -2197,13 +2197,13 @@ void rate_p_V47_to_He4_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -76.63208838152472 + -6.086479266444236 * tfactors.T9i + 70.2835 * tfactors.T913
                          + -7.99061 * tfactors.T9 + 0.486213 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  6.086479266444236 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 70.2835 * tfactors.T923i
                                   + -7.99061 + (5.0/3.0) * 0.486213 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2217,8 +2217,8 @@ void rate_p_V47_to_He4_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe52_to_He4_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe52_to_He4_Cr48_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Fe52 --> He4 + Cr48
 
@@ -2254,13 +2254,13 @@ void rate_Fe52_to_He4_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  90.149113992515 + -92.09363997638769 * tfactors.T9i + -86.7459 * tfactors.T913i + -9.79373 * tfactors.T913
                          + -0.772169 * tfactors.T9 + 0.155883 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  92.09363997638769 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -86.7459 * tfactors.T943i + (1.0/3.0) * -9.79373 * tfactors.T923i
                                   + -0.772169 + (5.0/3.0) * 0.155883 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2274,8 +2274,8 @@ void rate_Fe52_to_He4_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe52_to_p_Mn51_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe52_to_p_Mn51_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Fe52 --> p + Mn51
 
@@ -2311,13 +2311,13 @@ void rate_Fe52_to_p_Mn51_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  61.74743132228039 + -85.61663846070292 * tfactors.T9i + -36.1825 * tfactors.T913i + 0.873042 * tfactors.T913
                          + -2.89731 * tfactors.T9 + 0.364394 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  85.61663846070292 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -36.1825 * tfactors.T943i + (1.0/3.0) * 0.873042 * tfactors.T923i
                                   + -2.89731 + (5.0/3.0) * 0.364394 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2331,8 +2331,8 @@ void rate_Fe52_to_p_Mn51_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Mn51_to_He4_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Mn51_to_He4_Cr48_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Mn51 + p --> He4 + Cr48
 
@@ -2374,13 +2374,13 @@ void rate_p_Mn51_to_He4_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  58.71348267023461 + -6.47700151570639 * tfactors.T9i + -86.7459 * tfactors.T913i + 1.05653 * tfactors.T913
                          + -1.15757 * tfactors.T9 + 0.0877546 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  6.47700151570639 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -86.7459 * tfactors.T943i + (1.0/3.0) * 1.05653 * tfactors.T923i
                                   + -1.15757 + (5.0/3.0) * 0.0877546 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2394,8 +2394,8 @@ void rate_p_Mn51_to_He4_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni56_to_He4_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni56_to_He4_Fe52_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ni56 --> He4 + Fe52
 
@@ -2431,13 +2431,13 @@ void rate_Ni56_to_He4_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  91.62430485073777 + -92.84097094326391 * tfactors.T9i + -91.6819 * tfactors.T913i + -9.51885 * tfactors.T913
                          + -0.533014 * tfactors.T9 + 0.0892607 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  92.84097094326391 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -91.6819 * tfactors.T943i + (1.0/3.0) * -9.51885 * tfactors.T923i
                                   + -0.533014 + (5.0/3.0) * 0.0892607 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2451,8 +2451,8 @@ void rate_Ni56_to_He4_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni56_to_p_Co55_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni56_to_p_Co55_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ni56 --> p + Co55
 
@@ -2488,13 +2488,13 @@ void rate_Ni56_to_p_Co55_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  63.15120404192561 + -83.16460378149378 * tfactors.T9i + -38.1053 * tfactors.T913i + -0.210947 * tfactors.T913
                          + -2.68377 * tfactors.T9 + 0.355814 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  83.16460378149378 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -38.1053 * tfactors.T943i + (1.0/3.0) * -0.210947 * tfactors.T923i
                                   + -2.68377 + (5.0/3.0) * 0.355814 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2508,8 +2508,8 @@ void rate_Ni56_to_p_Co55_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Co55_to_He4_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Co55_to_He4_Fe52_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Co55 + p --> He4 + Fe52
 
@@ -2551,13 +2551,13 @@ void rate_p_Co55_to_He4_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  61.42570080881217 + -9.676367161770125 * tfactors.T9i + -91.6819 * tfactors.T913i + -0.329235 * tfactors.T913
                          + -0.780924 * tfactors.T9 + 0.0425179 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  9.676367161770125 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -91.6819 * tfactors.T943i + (1.0/3.0) * -0.329235 * tfactors.T923i
                                   + -0.780924 + (5.0/3.0) * 0.0425179 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2587,198 +2587,450 @@ fill_derived_rates(const tf_t& tfactors, T& rate_eval)
 
     pf_cache.index_temp_array_1 = interp_net::find_index(tfactors.T9, part_fun::temp_array_1);
 
-    rate_N13_to_p_C12_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_N13_to_p_C12_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_N13_to_p_C12_derived) = drate_dT;
+    {
+        // N13_to_p_C12_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_N13_to_p_C12_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_N13_to_p_C12_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_N13_to_p_C12_derived) = drate_dT;
+        }
     }
-    rate_O16_to_He4_C12_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_O16_to_He4_C12_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_to_He4_C12_derived) = drate_dT;
 
-    }
-    rate_Ne20_to_He4_O16_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ne20_to_He4_O16_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ne20_to_He4_O16_derived) = drate_dT;
+    {
+        // O16_to_He4_C12_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O16_to_He4_C12_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_O16_to_He4_C12_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O16_to_He4_C12_derived) = drate_dT;
+        }
     }
-    rate_Mg24_to_p_Na23_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Mg24_to_p_Na23_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mg24_to_p_Na23_derived) = drate_dT;
 
-    }
-    rate_Mg24_to_He4_Ne20_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Mg24_to_He4_Ne20_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mg24_to_He4_Ne20_derived) = drate_dT;
+    {
+        // Ne20_to_He4_O16_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne20_to_He4_O16_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ne20_to_He4_O16_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ne20_to_He4_O16_derived) = drate_dT;
+        }
     }
-    rate_Si28_to_p_Al27_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Si28_to_p_Al27_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Si28_to_p_Al27_derived) = drate_dT;
 
-    }
-    rate_Si28_to_He4_Mg24_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Si28_to_He4_Mg24_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Si28_to_He4_Mg24_derived) = drate_dT;
+    {
+        // Mg24_to_p_Na23_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mg24_to_p_Na23_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Mg24_to_p_Na23_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mg24_to_p_Na23_derived) = drate_dT;
+        }
     }
-    rate_S32_to_p_P31_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_S32_to_p_P31_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_S32_to_p_P31_derived) = drate_dT;
 
-    }
-    rate_S32_to_He4_Si28_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_S32_to_He4_Si28_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_S32_to_He4_Si28_derived) = drate_dT;
+    {
+        // Mg24_to_He4_Ne20_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mg24_to_He4_Ne20_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Mg24_to_He4_Ne20_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mg24_to_He4_Ne20_derived) = drate_dT;
+        }
     }
-    rate_C12_to_He4_He4_He4_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_C12_to_He4_He4_He4_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_to_He4_He4_He4_derived) = drate_dT;
 
-    }
-    rate_p_O16_to_He4_N13_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_O16_to_He4_N13_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O16_to_He4_N13_derived) = drate_dT;
+    {
+        // Si28_to_p_Al27_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Si28_to_p_Al27_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Si28_to_p_Al27_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Si28_to_p_Al27_derived) = drate_dT;
+        }
     }
-    rate_He4_Ne20_to_p_Na23_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Ne20_to_p_Na23_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_p_Na23_derived) = drate_dT;
 
-    }
-    rate_He4_Mg24_to_p_Al27_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Mg24_to_p_Al27_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_p_Al27_derived) = drate_dT;
+    {
+        // Si28_to_He4_Mg24_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Si28_to_He4_Mg24_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Si28_to_He4_Mg24_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Si28_to_He4_Mg24_derived) = drate_dT;
+        }
     }
-    rate_He4_Si28_to_p_P31_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Si28_to_p_P31_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_p_P31_derived) = drate_dT;
 
-    }
-    rate_He4_S32_to_p_Cl35_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_S32_to_p_Cl35_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_removed) = drate_dT;
+    {
+        // S32_to_p_P31_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_S32_to_p_P31_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_S32_to_p_P31_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_S32_to_p_P31_derived) = drate_dT;
+        }
     }
-    rate_Ar36_to_He4_S32_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ar36_to_He4_S32_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ar36_to_He4_S32_removed) = drate_dT;
 
-    }
-    rate_Ar36_to_p_Cl35_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ar36_to_p_Cl35_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ar36_to_p_Cl35_removed) = drate_dT;
+    {
+        // S32_to_He4_Si28_derived
 
-    }
-    rate_He4_Ar36_to_p_K39_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Ar36_to_p_K39_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_removed) = drate_dT;
-
-    }
-    rate_Ca40_to_He4_Ar36_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ca40_to_He4_Ar36_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca40_to_He4_Ar36_removed) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_S32_to_He4_Si28_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_S32_to_He4_Si28_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_S32_to_He4_Si28_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_Ca40_to_p_K39_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ca40_to_p_K39_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca40_to_p_K39_removed) = drate_dT;
+    {
+        // C12_to_He4_He4_He4_derived
 
-    }
-    rate_He4_Ca40_to_p_Sc43_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_removed) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_C12_to_He4_He4_He4_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_C12_to_He4_He4_He4_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_to_He4_He4_He4_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_Ti44_to_He4_Ca40_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ti44_to_He4_Ca40_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti44_to_He4_Ca40_removed) = drate_dT;
-
-    }
-    rate_Ti44_to_p_Sc43_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ti44_to_p_Sc43_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti44_to_p_Sc43_removed) = drate_dT;
-
-    }
-    rate_Cr48_to_He4_Ti44_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Cr48_to_He4_Ti44_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr48_to_He4_Ti44_removed) = drate_dT;
-
-    }
-    rate_Cr48_to_p_V47_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Cr48_to_p_V47_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr48_to_p_V47_removed) = drate_dT;
-
-    }
-    rate_p_V47_to_He4_Ti44_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_V47_to_He4_Ti44_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_removed) = drate_dT;
-
-    }
-    rate_Fe52_to_He4_Cr48_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Fe52_to_He4_Cr48_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe52_to_He4_Cr48_removed) = drate_dT;
-
-    }
-    rate_Fe52_to_p_Mn51_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Fe52_to_p_Mn51_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe52_to_p_Mn51_removed) = drate_dT;
-
-    }
-    rate_p_Mn51_to_He4_Cr48_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_removed) = drate_dT;
-
-    }
-    rate_Ni56_to_He4_Fe52_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ni56_to_He4_Fe52_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni56_to_He4_Fe52_removed) = drate_dT;
-
-    }
-    rate_Ni56_to_p_Co55_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ni56_to_p_Co55_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni56_to_p_Co55_removed) = drate_dT;
+    {
+        // p_O16_to_He4_N13_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O16);
+        }
+#endif
+        rate_p_O16_to_He4_N13_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_O16_to_He4_N13_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O16_to_He4_N13_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ne20_to_p_Na23_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ne20);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ne20);
+        }
+#endif
+        rate_He4_Ne20_to_p_Na23_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Ne20_to_p_Na23_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ne20_to_p_Na23_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mg24_to_p_Al27_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mg24);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mg24);
+        }
+#endif
+        rate_He4_Mg24_to_p_Al27_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Mg24_to_p_Al27_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mg24_to_p_Al27_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Si28_to_p_P31_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Si28);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Si28);
+        }
+#endif
+        rate_He4_Si28_to_p_P31_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Si28_to_p_P31_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Si28_to_p_P31_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_S32_to_p_Cl35_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_S32);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_S32);
+        }
+#endif
+        rate_He4_S32_to_p_Cl35_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_S32_to_p_Cl35_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ar36_to_He4_S32_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ar36_to_He4_S32_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ar36_to_He4_S32_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ar36_to_He4_S32_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ar36_to_p_Cl35_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ar36_to_p_Cl35_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ar36_to_p_Cl35_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ar36_to_p_Cl35_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ar36_to_p_K39_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ar36);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ar36);
+        }
+#endif
+        rate_He4_Ar36_to_p_K39_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Ar36_to_p_K39_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ca40_to_He4_Ar36_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ca40_to_He4_Ar36_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ca40_to_He4_Ar36_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ca40_to_He4_Ar36_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ca40_to_p_K39_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ca40_to_p_K39_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ca40_to_p_K39_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ca40_to_p_K39_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ca40_to_p_Sc43_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ca40);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ca40);
+        }
+#endif
+        rate_He4_Ca40_to_p_Sc43_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ti44_to_He4_Ca40_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ti44_to_He4_Ca40_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ti44_to_He4_Ca40_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ti44_to_He4_Ca40_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ti44_to_p_Sc43_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ti44_to_p_Sc43_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ti44_to_p_Sc43_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ti44_to_p_Sc43_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Cr48_to_He4_Ti44_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cr48_to_He4_Ti44_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Cr48_to_He4_Ti44_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cr48_to_He4_Ti44_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Cr48_to_p_V47_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cr48_to_p_V47_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Cr48_to_p_V47_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cr48_to_p_V47_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_V47_to_He4_Ti44_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_V47);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_V47);
+        }
+#endif
+        rate_p_V47_to_He4_Ti44_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_V47_to_He4_Ti44_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Fe52_to_He4_Cr48_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe52_to_He4_Cr48_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Fe52_to_He4_Cr48_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe52_to_He4_Cr48_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Fe52_to_p_Mn51_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe52_to_p_Mn51_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Fe52_to_p_Mn51_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe52_to_p_Mn51_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_Mn51_to_He4_Cr48_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Mn51);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Mn51);
+        }
+#endif
+        rate_p_Mn51_to_He4_Cr48_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ni56_to_He4_Fe52_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni56_to_He4_Fe52_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ni56_to_He4_Fe52_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni56_to_He4_Fe52_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ni56_to_p_Co55_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni56_to_p_Co55_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ni56_to_p_Co55_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni56_to_p_Co55_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_Co55_to_He4_Fe52_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Co55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Co55);
+        }
+#endif
+        rate_p_Co55_to_He4_Fe52_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_derived) = drate_dT;
+        }
     }
-    rate_p_Co55_to_He4_Fe52_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_removed) = drate_dT;
 
-    }
 
 }
 #endif
diff --git a/networks/he-burn/he-burn-19am/he-burn-19am.png b/networks/he-burn/he-burn-19am/he-burn-19am.png
index 2ab7e45750..055508d3e7 100644
Binary files a/networks/he-burn/he-burn-19am/he-burn-19am.png and b/networks/he-burn/he-burn-19am/he-burn-19am.png differ
diff --git a/networks/he-burn/he-burn-19am/interp_tools.H b/networks/he-burn/he-burn-19am/interp_tools.H
index 5444bb552a..bbc0d26855 100644
--- a/networks/he-burn/he-burn-19am/interp_tools.H
+++ b/networks/he-burn/he-burn-19am/interp_tools.H
@@ -55,7 +55,7 @@ namespace interp_net {
 
         if (x0 < x_array(left)) {
             idx = left;
-        } else if (x0 > x_array(right)) {
+        } else if (x0 >= x_array(right)) {
             idx = right - 1;
         } else {
             idx = find_index(x0, x_array);
diff --git a/networks/he-burn/he-burn-19am/modified_rates.H b/networks/he-burn/he-burn-19am/modified_rates.H
new file mode 100644
index 0000000000..e0ca08a1dd
--- /dev/null
+++ b/networks/he-burn/he-burn-19am/modified_rates.H
@@ -0,0 +1,166 @@
+#ifndef MODIFIED_RATES_H
+#define MODIFIED_RATES_H
+
+#include <AMReX.H>
+#include <AMReX_Print.H>
+
+#include <tfactors.H>
+#include <actual_network.H>
+#include <rate_type.H>
+#include <temperature_table_rates.H>
+#include <reaclib_rates.H>
+
+namespace modified_rates {
+
+    using namespace temp_tabular;
+
+    template <int do_T_derivatives>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    void rate_He4_N14_to_Ne20_modified(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
+
+        // N14 + 1.5 He4 --> Ne20 (calls the underlying rate)
+
+        rate_He4_N14_to_F18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+    }
+
+    template <int do_T_derivatives>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    void rate_p_O16_to_N14_He4_modified(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
+
+        // O16 + p + p --> N14 + He4 (calls the underlying rate)
+
+        rate_p_O16_to_F17_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+    }
+
+    template <int do_T_derivatives>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    void rate_C12_C12_to_Mg24_modified(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
+
+        // C12 + C12 --> Mg24 (calls the underlying rate)
+
+        rate_C12_C12_to_n_Mg23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+    }
+
+    template <int do_T_derivatives>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    void rate_O16_O16_to_S32_modified(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
+
+        // O16 + O16 --> S32 (calls the underlying rate)
+
+        rate_O16_O16_to_n_S31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+    }
+
+    template <int do_T_derivatives>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    void rate_C12_O16_to_Si28_modified(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
+
+        // O16 + C12 --> Si28 (calls the underlying rate)
+
+        rate_C12_O16_to_n_Si27_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+    }
+
+
+    template <int do_T_derivatives, typename T>
+    AMREX_GPU_HOST_DEVICE AMREX_INLINE
+    void
+    fill_rates([[maybe_unused]] const tf_t& tfactors,
+               [[maybe_unused]] T& rate_eval)
+    {
+
+        [[maybe_unused]] amrex::Real rate;
+        [[maybe_unused]] amrex::Real drate_dT;
+
+        {
+            // He4_N14_to_Ne20_modified
+
+            amrex::Real log_scor {0.0_rt};
+            amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+            log_scor = rate_eval.log_screen(k_He4_N14);
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_N14);
+            }
+#endif
+            rate_He4_N14_to_Ne20_modified<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+            rate_eval.screened_rates(k_He4_N14_to_Ne20_modified) = rate;
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                rate_eval.dscreened_rates_dT(k_He4_N14_to_Ne20_modified) = drate_dT;
+            }
+        }
+
+        {
+            // p_O16_to_N14_He4_modified
+
+            amrex::Real log_scor {0.0_rt};
+            amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+            log_scor = rate_eval.log_screen(k_p_O16);
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O16);
+            }
+#endif
+            rate_p_O16_to_N14_He4_modified<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+            rate_eval.screened_rates(k_p_O16_to_N14_He4_modified) = rate;
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                rate_eval.dscreened_rates_dT(k_p_O16_to_N14_He4_modified) = drate_dT;
+            }
+        }
+
+        {
+            // C12_C12_to_Mg24_modified
+
+            amrex::Real log_scor {0.0_rt};
+            amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+            log_scor = rate_eval.log_screen(k_C12_C12);
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_C12);
+            }
+#endif
+            rate_C12_C12_to_Mg24_modified<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+            rate_eval.screened_rates(k_C12_C12_to_Mg24_modified) = rate;
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                rate_eval.dscreened_rates_dT(k_C12_C12_to_Mg24_modified) = drate_dT;
+            }
+        }
+
+        {
+            // O16_O16_to_S32_modified
+
+            amrex::Real log_scor {0.0_rt};
+            amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+            log_scor = rate_eval.log_screen(k_O16_O16);
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                dlog_scor_dT = rate_eval.dlog_screen_dT(k_O16_O16);
+            }
+#endif
+            rate_O16_O16_to_S32_modified<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+            rate_eval.screened_rates(k_O16_O16_to_S32_modified) = rate;
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                rate_eval.dscreened_rates_dT(k_O16_O16_to_S32_modified) = drate_dT;
+            }
+        }
+
+        {
+            // C12_O16_to_Si28_modified
+
+            amrex::Real log_scor {0.0_rt};
+            amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+            log_scor = rate_eval.log_screen(k_C12_O16);
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_O16);
+            }
+#endif
+            rate_C12_O16_to_Si28_modified<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+            rate_eval.screened_rates(k_C12_O16_to_Si28_modified) = rate;
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                rate_eval.dscreened_rates_dT(k_C12_O16_to_Si28_modified) = drate_dT;
+            }
+        }
+
+
+    }
+}
+#endif
diff --git a/networks/he-burn/he-burn-19am/partition_functions.H b/networks/he-burn/he-burn-19am/partition_functions.H
index 65d77d5e4e..51fbac535a 100644
--- a/networks/he-burn/he-burn-19am/partition_functions.H
+++ b/networks/he-burn/he-burn-19am/partition_functions.H
@@ -22,7 +22,7 @@ namespace part_fun {
 
     // this is T9
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> temp_array_1 = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> temp_array_1 = {
         0.01, 0.15, 0.2, 0.3, 0.4,
         0.5, 0.6, 0.7, 0.8, 0.9,
         1.0, 1.5, 2.0, 2.5, 3.0,
@@ -45,7 +45,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> O16_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> O16_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
@@ -69,7 +69,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ne20_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ne20_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 1.5999872001381317e-05, 0.00038192705657577196, 0.0025407695097516073, 0.008962714607884434,
@@ -93,7 +93,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Na23_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Na23_pf_array = {
         0.0, 0.0, 0.0, 0.0, 3.999991999914312e-06,
         5.499848755537228e-05, 0.0003019544071791481, 0.0010184811719273939, 0.002532789778269521, 0.0051397687298581594,
         0.00904794362623629, 0.048651106882368046, 0.11044327651595648, 0.1779034781081781, 0.24236561796080108,
@@ -117,10 +117,10 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Mg24_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Mg24_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
-        9.999994999180668e-07, 0.0001259920626667995, 0.0017764212290928272, 0.008665347199341391, 0.02478529122240376,
+        9.999994999180668e-07, 0.0001259920626667995, 0.0017764212290928272, 0.008665347199341391, 0.024785291222403763,
         0.05209612203517594, 0.09017063128626053, 0.13704782771330884, 0.19024508258946665, 0.30679917070896673,
         0.42717245621910793, 0.5457138884802113, 0.660894613389287, 0.773014180490088, 0.9932517730102834,
         1.2119409739751128, 1.4398351280479205, 1.682688374173693, 1.9487632180377197, 2.244955980157409,
@@ -141,7 +141,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Al27_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Al27_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 1.9999980000601777e-06, 7.999968000178667e-06,
         2.3999712004631918e-05, 0.0007467211343664971, 0.0043365834151270505, 0.012613119117341724, 0.025879225360058624,
@@ -165,7 +165,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Si28_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Si28_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 4.999987500074422e-06, 0.00016398655347018683, 0.0012951609168895288, 0.005118876169847203,
@@ -189,7 +189,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> P31_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> P31_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         9.999994999180668e-07, 0.00011099383995581128, 0.0012951609168895288, 0.005682822135497365, 0.015358452840402968,
@@ -213,11 +213,11 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> S32_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> S32_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 1.1999928000476974e-05, 0.0001599872013651075, 0.0008965979359162839,
-        0.0030782573008273765, 0.007778667567807429, 0.01603376935914739, 0.02868269041229125, 0.06934041108806749,
+        0.003078257300827377, 0.007778667567807429, 0.01603376935914739, 0.02868269041229125, 0.06934041108806749,
         0.13236245968854618, 0.21875794860165648, 0.32915769331179123, 0.4643325791959468, 0.8109302162163288,
         1.2669476034873244, 1.81319474994812, 2.4336133554004498, 3.086486636822455, 3.756538102587751,
         4.4272389774954295, 5.093750200806762, 5.746203190540153, 6.386879319362645, 7.940939762327791,
@@ -237,7 +237,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Cl35_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Cl35_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 4.1999118024792734e-05, 0.0004768862716642343, 0.002171640281399847, 0.006214649003101918,
@@ -261,7 +261,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ar36_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ar36_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 9.999994999180668e-07, 5.399854205248437e-05, 0.0005328580059528724, 0.0024460060865663185,
@@ -285,7 +285,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> K39_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> K39_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 8.999959500168733e-06, 7.899687966427683e-05,
@@ -309,7 +309,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ca40_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ca40_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 7.999968000178667e-06,
@@ -333,7 +333,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Sc43_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Sc43_pf_array = {
         0.0, 3.999991999914312e-06, 7.399726213497465e-05, 0.001402016715091746, 0.006077494560027172,
         0.014618625311574956, 0.02619392408247513, 0.039701366851552046, 0.05424762604898671, 0.06923404240290812,
         0.08429886812818674, 0.15680885802481764, 0.22576092300652262, 0.2958459074810483, 0.3697667707656917,
@@ -357,7 +357,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ti44_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ti44_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 9.999994999180668e-07, 3.999991999914312e-06,
         1.6999855501571383e-05, 0.001148340404701717, 0.009309531525720607, 0.03254753540924965, 0.07466488847560604,
@@ -381,7 +381,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> V47_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> V47_pf_array = {
         5.799831806492598e-05, 0.0017464740260096463, 0.009732485344379859, 0.056357648868795907, 0.13811537012749586,
         0.23671188375470134, 0.33785770498795076, 0.4340856062023528, 0.5224146112876673, 0.6021781642551665,
         0.6737563884480131, 0.9374767156169274, 1.1057414821365488, 1.2270658944596067, 1.3241582851318665,
@@ -405,7 +405,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Cr48_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Cr48_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 1.9999980000601777e-06, 1.8999819502277547e-05, 9.099585975123644e-05, 0.0003069528851426514,
         0.0008086729358847522, 0.01474081832149851, 0.06183142275093884, 0.143112843568674, 0.24629820135844444,
@@ -429,7 +429,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Mn51_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Mn51_pf_array = {
         0.0, 0.0, 9.999994999180668e-07, 0.00013899034039500225, 0.001371059667992007,
         0.005417299897942013, 0.013501443923597083, 0.02583439952789853, 0.0418873468309038, 0.060801547340661864,
         0.08168044277606486, 0.19327880627694072, 0.29229193070917964, 0.3745845060072903, 0.44569620808461924,
@@ -453,7 +453,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Fe52_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Fe52_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 3.999991999914312e-06, 2.1999758003515767e-05, 8.699621571943491e-05,
         0.00026096594542543384, 0.006963697081509575, 0.035510955889664755, 0.09259923578662213, 0.17220724583011637,
@@ -477,11 +477,11 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Co55_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Co55_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 1.9999980000601777e-06, 3.299945551192844e-05, 0.0002149768908123338,
-        0.0008776147834635239, 0.002650484360963482, 0.006510758935580232, 0.013783568660113304, 0.04542450669313041,
+        0.0008776147834635239, 0.0026504843609634825, 0.006510758935580232, 0.013783568660113304, 0.04542450669313041,
         0.11337689843044624, 0.2341190990271887, 0.4197354671252422, 0.6733637730790638, 1.3506671834767394,
         2.175887439948088, 3.068052935133617, 3.9982007016691985, 4.948759890378168, 5.910796644040527,
         6.887552571664617, 7.874739125171811, 8.869257522797287, 9.87302834505142, 12.392552212472792,
@@ -501,11 +501,11 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ni56_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ni56_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 9.999994999180668e-07, 1.7999838002017484e-05, 0.00014798904908051437,
-        0.0006687763192560828, 0.0021007917908672197, 0.0051805577080849445, 0.0108093677159202, 0.033929817942853414,
+        0.0006687763192560828, 0.0021007917908672197, 0.005180557708084945, 0.0108093677159202, 0.033929817942853414,
         0.08125919821801637, 0.16557206393583876, 0.30308828495767837, 0.5109446166860524, 1.172482137234565,
         2.102913897864978, 3.1654750481410856, 4.272490747605575, 5.389071729816501, 6.498282149476434,
         7.605890001053122, 8.712759974960212, 9.814656338829513, 10.918718232265187, 13.664687668229691,
@@ -525,7 +525,7 @@ namespace part_fun {
     // interpolation routine
 
     template <typename T>
-    AMREX_GPU_HOST_DEVICE AMREX_INLINE
+    AMREX_GPU_DEVICE AMREX_INLINE
     void interpolate_pf(const amrex::Real t9, int idx,
                         const T& temp_array, const T& pf_array,
                         amrex::Real& logpf, amrex::Real& dlogpf_dT9) {
@@ -571,7 +571,7 @@ namespace part_fun {
         amrex::Array2D<amrex::Real, 1, NumSpecTotal, 1, 2, amrex::Order::C> data;
         int index_temp_array_1{-1};
 
-        AMREX_GPU_HOST_DEVICE AMREX_INLINE
+        AMREX_GPU_DEVICE AMREX_INLINE
         pf_cache_t() {
             // The entries will be default-initialized to -900,
             // log(partition_function) should never be -900.
@@ -587,7 +587,7 @@ namespace part_fun {
 // get the partition function for nucleus inuc.  Here pf_cache
 // should already contain the index into the temp / pf arrays
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function(const int inuc,
                             [[maybe_unused]] const amrex::Real T9,
                             const part_fun::pf_cache_t& pf_cache,
@@ -735,7 +735,7 @@ void get_partition_function(const int inuc,
 // index into the arrays. Uses tfactors instead of T9 as argument,
 // and returns pf and dpf_dT instead of logpf and dlogpf_dT9
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function(const int inuc,
                             [[maybe_unused]] const tf_t& tfactors,
                             amrex::Real& pf, amrex::Real& dpf_dT) {
@@ -755,7 +755,7 @@ void get_partition_function(const int inuc,
 }
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function_cached(const int inuc, const amrex::Real T9,
                                    part_fun::pf_cache_t& pf_cache,
                                    amrex::Real& logpf, amrex::Real& dlogpf_dT9) {
@@ -773,7 +773,7 @@ void get_partition_function_cached(const int inuc, const amrex::Real T9,
 
 
 template <int spec>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 constexpr amrex::Real get_spin_state() {
 
     static_assert(spec >= 1 && spec <= NumSpec);
@@ -829,7 +829,7 @@ constexpr amrex::Real get_spin_state() {
 
 // Legacy (non-templated) interface
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 amrex::Real get_spin_state (int spec) {
 
     amrex::Real s = -1.0_rt;
diff --git a/networks/he-burn/he-burn-19am/pynucastro-info.txt b/networks/he-burn/he-burn-19am/pynucastro-info.txt
index e055581de4..6256cf5f54 100644
--- a/networks/he-burn/he-burn-19am/pynucastro-info.txt
+++ b/networks/he-burn/he-burn-19am/pynucastro-info.txt
@@ -1 +1 @@
-pynucastro version: 2.9.0-28-gbcc09d414
+pynucastro version: 2.11.0-7-g6944c31a3
diff --git a/networks/he-burn/he-burn-19am/rate_type.H b/networks/he-burn/he-burn-19am/rate_type.H
new file mode 100644
index 0000000000..4819ade44e
--- /dev/null
+++ b/networks/he-burn/he-burn-19am/rate_type.H
@@ -0,0 +1,25 @@
+#ifndef NET_RATE_TYPE_H
+#define NET_RATE_TYPE_H
+
+#include <actual_network.H>
+
+struct rate_t {
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  screened_rates;
+#ifdef SCREENING
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  log_screen;
+#endif
+    amrex::Real enuc_weak;
+};
+
+struct rate_derivs_t {
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  screened_rates;
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  dscreened_rates_dT;
+#ifdef SCREENING
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  log_screen;
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  dlog_screen_dT;
+#endif
+    amrex::Real enuc_weak;
+};
+
+
+#endif
\ No newline at end of file
diff --git a/networks/he-burn/he-burn-19am/reaclib_rates.H b/networks/he-burn/he-burn-19am/reaclib_rates.H
index 48528fe995..6503f44c63 100644
--- a/networks/he-burn/he-burn-19am/reaclib_rates.H
+++ b/networks/he-burn/he-burn-19am/reaclib_rates.H
@@ -6,25 +6,14 @@
 
 #include <tfactors.H>
 #include <actual_network.H>
+#include <rate_type.H>
 
 using namespace Rates;
 using namespace Species;
 
-struct rate_t {
-    amrex::Array1D<amrex::Real, 1, NumRates>  screened_rates;
-    amrex::Real enuc_weak;
-};
-
-struct rate_derivs_t {
-    amrex::Array1D<amrex::Real, 1, NumRates>  screened_rates;
-    amrex::Array1D<amrex::Real, 1, NumRates>  dscreened_rates_dT;
-    amrex::Real enuc_weak;
-};
-
-
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + p --> N13
 
@@ -39,9 +28,13 @@ void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  17.1482 + -13.692 * tfactors.T913i + -0.230881 * tfactors.T913
                          + 4.44362 * tfactors.T9 + -3.15898 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -13.692 * tfactors.T943i + (1.0/3.0) * -0.230881 * tfactors.T923i
                                   + 4.44362 + (5.0/3.0) * -3.15898 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -56,9 +49,13 @@ void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  17.5428 + -3.77849 * tfactors.T9i + -5.10735 * tfactors.T913i + -2.24111 * tfactors.T913
                          + 0.148883 * tfactors.T9 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.77849 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -5.10735 * tfactors.T943i + (1.0/3.0) * -2.24111 * tfactors.T923i
                                   + 0.148883 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -72,8 +69,8 @@ void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + He4 --> O16
 
@@ -88,9 +85,13 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  254.634 + -1.84097 * tfactors.T9i + 103.411 * tfactors.T913i + -420.567 * tfactors.T913
                          + 64.0874 * tfactors.T9 + -12.4624 * tfactors.T953 + 137.303 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.84097 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 103.411 * tfactors.T943i + (1.0/3.0) * -420.567 * tfactors.T923i
                                   + 64.0874 + (5.0/3.0) * -12.4624 * tfactors.T923 + 137.303 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -105,9 +106,13 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  69.6526 + -1.39254 * tfactors.T9i + 58.9128 * tfactors.T913i + -148.273 * tfactors.T913
                          + 9.08324 * tfactors.T9 + -0.541041 * tfactors.T953 + 70.3554 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.39254 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 58.9128 * tfactors.T943i + (1.0/3.0) * -148.273 * tfactors.T923i
                                   + 9.08324 + (5.0/3.0) * -0.541041 * tfactors.T923 + 70.3554 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -121,8 +126,8 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + He4 --> Ne20
 
@@ -137,9 +142,13 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  3.88571 + -10.3585 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.3585 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -154,9 +163,13 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  23.903 + -39.7262 * tfactors.T913i + -0.210799 * tfactors.T913
                          + 0.442879 * tfactors.T9 + -0.0797753 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.7262 * tfactors.T943i + (1.0/3.0) * -0.210799 * tfactors.T923i
                                   + 0.442879 + (5.0/3.0) * -0.0797753 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -171,9 +184,13 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  9.50848 + -12.7643 * tfactors.T9i + -3.65925 * tfactors.T913
                          + 0.714224 * tfactors.T9 + -0.00107508 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.7643 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -3.65925 * tfactors.T923i
                                   + 0.714224 + (5.0/3.0) * -0.00107508 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -187,8 +204,8 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne20 + He4 --> Mg24
 
@@ -203,9 +220,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -8.79827 + -12.7809 * tfactors.T9i + 16.9229 * tfactors.T913
                          + -2.57325 * tfactors.T9 + 0.208997 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.7809 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 16.9229 * tfactors.T923i
                                   + -2.57325 + (5.0/3.0) * 0.208997 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -220,9 +241,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  1.98307 + -9.22026 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  9.22026 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -237,9 +262,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -38.7055 + -2.50605 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.50605 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -254,9 +283,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  24.5058 + -46.2525 * tfactors.T913i + 5.58901 * tfactors.T913
                          + 7.61843 * tfactors.T9 + -3.683 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -46.2525 * tfactors.T943i + (1.0/3.0) * 5.58901 * tfactors.T923i
                                   + 7.61843 + (5.0/3.0) * -3.683 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -270,8 +303,8 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na23 + p --> Mg24
 
@@ -286,9 +319,13 @@ void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  9.0594 + -3.28029 * tfactors.T9i + -0.360588 * tfactors.T913
                          + 1.4187 * tfactors.T9 + -0.184061 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.28029 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.360588 * tfactors.T923i
                                   + 1.4187 + (5.0/3.0) * -0.184061 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -303,9 +340,13 @@ void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -5.02585 + -1.61219 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.61219 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -320,9 +361,13 @@ void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  18.9075 + -20.6428 * tfactors.T913i + 1.52954 * tfactors.T913
                          + 2.7487 * tfactors.T9 + -1.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -20.6428 * tfactors.T943i + (1.0/3.0) * 1.52954 * tfactors.T923i
                                   + 2.7487 + (5.0/3.0) * -1.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -336,8 +381,8 @@ void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg24 + He4 --> Si28
 
@@ -352,9 +397,13 @@ void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  8.03977 + -15.629 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  15.629 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -369,9 +418,13 @@ void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -50.5494 + -12.8332 * tfactors.T9i + 21.3721 * tfactors.T913i + 37.7649 * tfactors.T913
                          + -4.10635 * tfactors.T9 + 0.249618 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.8332 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 21.3721 * tfactors.T943i + (1.0/3.0) * 37.7649 * tfactors.T923i
                                   + -4.10635 + (5.0/3.0) * 0.249618 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -385,8 +438,8 @@ void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al27 + p --> Si28
 
@@ -401,9 +454,13 @@ void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -13.6664 + -1.90396 * tfactors.T9i + 23.8634 * tfactors.T913
                          + -3.70135 * tfactors.T9 + 0.28964 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.90396 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 23.8634 * tfactors.T923i
                                   + -3.70135 + (5.0/3.0) * 0.28964 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -418,9 +475,13 @@ void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  86.0234 + -0.387313 * tfactors.T9i + -26.8327 * tfactors.T913i + -116.137 * tfactors.T913
                          + 0.00950567 * tfactors.T9 + 0.00999755 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.387313 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -26.8327 * tfactors.T943i + (1.0/3.0) * -116.137 * tfactors.T923i
                                   + 0.00950567 + (5.0/3.0) * 0.00999755 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -435,9 +496,13 @@ void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  21.1065 + -23.2205 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -23.2205 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -451,8 +516,8 @@ void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Si28_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Si28_to_S32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si28 + He4 --> S32
 
@@ -467,9 +532,13 @@ void rate_He4_Si28_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  47.9212 + -59.4896 * tfactors.T913i + 4.47205 * tfactors.T913
                          + -4.78989 * tfactors.T9 + 0.557201 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -59.4896 * tfactors.T943i + (1.0/3.0) * 4.47205 * tfactors.T923i
                                   + -4.78989 + (5.0/3.0) * 0.557201 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -483,8 +552,8 @@ void rate_He4_Si28_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P31 + p --> S32
 
@@ -499,9 +568,13 @@ void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  0.821556 + -3.77704 * tfactors.T9i + 8.09341 * tfactors.T913
                          + -0.615971 * tfactors.T9 + 0.031159 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.77704 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 8.09341 * tfactors.T923i
                                   + -0.615971 + (5.0/3.0) * 0.031159 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -516,9 +589,13 @@ void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  -2.66839 + -2.25958 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.25958 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -533,9 +610,13 @@ void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  19.2596 + -25.3278 * tfactors.T913i + 6.4931 * tfactors.T913
                          + -9.27513 * tfactors.T9 + -0.610439 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -25.3278 * tfactors.T943i + (1.0/3.0) * 6.4931 * tfactors.T923i
                                   + -9.27513 + (5.0/3.0) * -0.610439 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -549,8 +630,8 @@ void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + C12 --> p + Na23
 
@@ -565,9 +646,13 @@ void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  60.9649 + -84.165 * tfactors.T913i + -1.4191 * tfactors.T913
                          + -0.114619 * tfactors.T9 + -0.070307 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -84.165 * tfactors.T943i + (1.0/3.0) * -1.4191 * tfactors.T923i
                                   + -0.114619 + (5.0/3.0) * -0.070307 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -581,8 +666,8 @@ void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + C12 --> He4 + Ne20
 
@@ -597,9 +682,13 @@ void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  61.2863 + -84.165 * tfactors.T913i + -1.56627 * tfactors.T913
                          + -0.0736084 * tfactors.T9 + -0.072797 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -84.165 * tfactors.T943i + (1.0/3.0) * -1.56627 * tfactors.T923i
                                   + -0.0736084 + (5.0/3.0) * -0.072797 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -613,8 +702,8 @@ void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, a
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N13 + He4 --> p + O16
 
@@ -629,9 +718,13 @@ void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  40.4644 + -35.829 * tfactors.T913i + -0.530275 * tfactors.T913
                          + -0.982462 * tfactors.T9 + 0.0808059 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -35.829 * tfactors.T943i + (1.0/3.0) * -0.530275 * tfactors.T923i
                                   + -0.982462 + (5.0/3.0) * 0.0808059 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -645,8 +738,8 @@ void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_O16_to_p_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_O16_to_p_Al27_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + C12 --> p + Al27
 
@@ -661,9 +754,13 @@ void rate_C12_O16_to_p_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  68.5253 + 0.205134 * tfactors.T9i + -119.242 * tfactors.T913i + 13.3667 * tfactors.T913
                          + 0.295425 * tfactors.T9 + -0.267288 * tfactors.T953 + -9.91729 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.205134 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -119.242 * tfactors.T943i + (1.0/3.0) * 13.3667 * tfactors.T923i
                                   + 0.295425 + (5.0/3.0) * -0.267288 * tfactors.T923 + -9.91729 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -677,8 +774,8 @@ void rate_C12_O16_to_p_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_O16_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_O16_to_He4_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + C12 --> He4 + Mg24
 
@@ -693,9 +790,13 @@ void rate_C12_O16_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  48.5341 + 0.37204 * tfactors.T9i + -133.413 * tfactors.T913i + 50.1572 * tfactors.T913
                          + -3.15987 * tfactors.T9 + 0.0178251 * tfactors.T953 + -23.7027 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.37204 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -133.413 * tfactors.T943i + (1.0/3.0) * 50.1572 * tfactors.T923i
                                   + -3.15987 + (5.0/3.0) * 0.0178251 * tfactors.T923 + -23.7027 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -709,8 +810,8 @@ void rate_C12_O16_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, a
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_O16_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O16_O16_to_p_P31_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + O16 --> p + P31
 
@@ -725,9 +826,13 @@ void rate_O16_O16_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  85.2628 + 0.223453 * tfactors.T9i + -145.844 * tfactors.T913i + 8.72612 * tfactors.T913
                          + -0.554035 * tfactors.T9 + -0.137562 * tfactors.T953 + -6.88807 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.223453 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -145.844 * tfactors.T943i + (1.0/3.0) * 8.72612 * tfactors.T923i
                                   + -0.554035 + (5.0/3.0) * -0.137562 * tfactors.T923 + -6.88807 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -741,8 +846,8 @@ void rate_O16_O16_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_O16_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O16_O16_to_He4_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + O16 --> He4 + Si28
 
@@ -757,9 +862,13 @@ void rate_O16_O16_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  97.2435 + -0.268514 * tfactors.T9i + -119.324 * tfactors.T913i + -32.2497 * tfactors.T913
                          + 1.46214 * tfactors.T9 + -0.200893 * tfactors.T953 + 13.2148 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.268514 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -119.324 * tfactors.T943i + (1.0/3.0) * -32.2497 * tfactors.T923i
                                   + 1.46214 + (5.0/3.0) * -0.200893 * tfactors.T923 + 13.2148 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -773,8 +882,8 @@ void rate_O16_O16_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, a
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na23 + p --> He4 + Ne20
 
@@ -789,9 +898,13 @@ void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -6.58736 + -2.31577 * tfactors.T9i + 19.7297 * tfactors.T913
                          + -2.20987 * tfactors.T9 + 0.153374 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.31577 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 19.7297 * tfactors.T923i
                                   + -2.20987 + (5.0/3.0) * 0.153374 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -806,9 +919,13 @@ void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  0.0178295 + -1.86103 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.86103 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -823,9 +940,13 @@ void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  18.9756 + -20.0024 * tfactors.T913i + 11.5988 * tfactors.T913
                          + -1.37398 * tfactors.T9 + -1.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -20.0024 * tfactors.T943i + (1.0/3.0) * 11.5988 * tfactors.T923i
                                   + -1.37398 + (5.0/3.0) * -1.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -839,8 +960,8 @@ void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al27 + p --> He4 + Mg24
 
@@ -855,9 +976,13 @@ void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -7.02789 + -4.2425 * tfactors.T9i + 18.0416 * tfactors.T913
                          + -1.54137 * tfactors.T9 + 0.0847506 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.2425 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 18.0416 * tfactors.T923i
                                   + -1.54137 + (5.0/3.0) * 0.0847506 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -872,9 +997,13 @@ void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -26.8683 + -0.963012 * tfactors.T9i + 5.18642 * tfactors.T913i + -34.7936 * tfactors.T913
                          + 168.225 * tfactors.T9 + -115.825 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.963012 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 5.18642 * tfactors.T943i + (1.0/3.0) * -34.7936 * tfactors.T923i
                                   + 168.225 + (5.0/3.0) * -115.825 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -889,9 +1018,13 @@ void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  29.4576 + -26.4162 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -26.4162 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -905,8 +1038,8 @@ void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P31 + p --> He4 + Si28
 
@@ -921,9 +1054,13 @@ void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -10.893 + -3.42575 * tfactors.T9i + 21.521 * tfactors.T913
                          + -1.90355 * tfactors.T9 + 0.092724 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.42575 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 21.521 * tfactors.T923i
                                   + -1.90355 + (5.0/3.0) * 0.092724 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -938,9 +1075,13 @@ void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -12.919 + -1.87716 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.87716 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -955,9 +1096,13 @@ void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  60.8829 + -31.932 * tfactors.T913i + -77.0334 * tfactors.T913
                          + -43.6847 * tfactors.T9 + -4.28955 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -31.932 * tfactors.T943i + (1.0/3.0) * -77.0334 * tfactors.T923i
                                   + -43.6847 + (5.0/3.0) * -4.28955 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -971,8 +1116,8 @@ void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // 3 He4 --> C12
 
@@ -987,9 +1132,13 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -11.7884 + -1.02446 * tfactors.T9i + -23.57 * tfactors.T913i + 20.4886 * tfactors.T913
                          + -12.9882 * tfactors.T9 + -20.0 * tfactors.T953 + -2.16667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.02446 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -23.57 * tfactors.T943i + (1.0/3.0) * 20.4886 * tfactors.T923i
                                   + -12.9882 + (5.0/3.0) * -20.0 * tfactors.T923 + -2.16667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1004,9 +1153,13 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -0.971052 + -37.06 * tfactors.T913i + 29.3493 * tfactors.T913
                          + -115.507 * tfactors.T9 + -10.0 * tfactors.T953 + -1.33333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -37.06 * tfactors.T943i + (1.0/3.0) * 29.3493 * tfactors.T923i
                                   + -115.507 + (5.0/3.0) * -10.0 * tfactors.T923 + -1.33333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1021,9 +1174,13 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -24.3505 + -4.12656 * tfactors.T9i + -13.49 * tfactors.T913i + 21.4259 * tfactors.T913
                          + -1.34769 * tfactors.T9 + 0.0879816 * tfactors.T953 + -13.1653 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.12656 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -13.49 * tfactors.T943i + (1.0/3.0) * 21.4259 * tfactors.T923i
                                   + -1.34769 + (5.0/3.0) * 0.0879816 * tfactors.T923 + -13.1653 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1037,8 +1194,8 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_N14_to_F18_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_N14_to_F18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N14 + He4 --> F18
 
@@ -1053,9 +1210,13 @@ void rate_He4_N14_to_F18_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  13.8995 + -10.9656 * tfactors.T9i + -5.6227 * tfactors.T913i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.9656 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -5.6227 * tfactors.T943i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1070,9 +1231,13 @@ void rate_He4_N14_to_F18_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  0.196838 + -5.16034 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.16034 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1087,9 +1252,13 @@ void rate_He4_N14_to_F18_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  21.5339 + -36.2504 * tfactors.T913i
                          + -5.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -36.2504 * tfactors.T943i
                                   + (5.0/3.0) * -5.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1103,8 +1272,8 @@ void rate_He4_N14_to_F18_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O16_to_F17_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O16_to_F17_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + p --> F17
 
@@ -1119,9 +1288,13 @@ void rate_p_O16_to_F17_removed(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  19.0904 + -16.696 * tfactors.T913i + -1.16252 * tfactors.T913
                          + 0.267703 * tfactors.T9 + -0.0338411 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -16.696 * tfactors.T943i + (1.0/3.0) * -1.16252 * tfactors.T923i
                                   + 0.267703 + (5.0/3.0) * -0.0338411 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1135,8 +1308,8 @@ void rate_p_O16_to_F17_removed(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_C12_to_n_Mg23_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_C12_to_n_Mg23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + C12 --> n + Mg23
 
@@ -1151,9 +1324,13 @@ void rate_C12_C12_to_n_Mg23_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -12.8056 + -30.1498 * tfactors.T9i + 11.4826 * tfactors.T913
                          + 1.82849 * tfactors.T9 + -0.34844 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  30.1498 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 11.4826 * tfactors.T923i
                                   + 1.82849 + (5.0/3.0) * -0.34844 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1167,8 +1344,8 @@ void rate_C12_C12_to_n_Mg23_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_O16_to_n_S31_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O16_O16_to_n_S31_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + O16 --> n + S31
 
@@ -1183,9 +1360,13 @@ void rate_O16_O16_to_n_S31_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  77.5491 + -0.373641 * tfactors.T9i + -120.83 * tfactors.T913i + -7.72334 * tfactors.T913
                          + -2.27939 * tfactors.T9 + 0.167655 * tfactors.T953 + 7.62001 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.373641 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -120.83 * tfactors.T943i + (1.0/3.0) * -7.72334 * tfactors.T923i
                                   + -2.27939 + (5.0/3.0) * 0.167655 * tfactors.T923 + 7.62001 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1199,8 +1380,8 @@ void rate_O16_O16_to_n_S31_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_O16_to_n_Si27_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_O16_to_n_Si27_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + C12 --> n + Si27
 
@@ -1215,9 +1396,13 @@ void rate_C12_O16_to_n_Si27_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -132.213 + -1.46479 * tfactors.T9i + -293.089 * tfactors.T913i + 414.404 * tfactors.T913
                          + -28.0562 * tfactors.T9 + 1.61807 * tfactors.T953 + -178.28 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.46479 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -293.089 * tfactors.T943i + (1.0/3.0) * 414.404 * tfactors.T923i
                                   + -28.0562 + (5.0/3.0) * 1.61807 * tfactors.T923 + -178.28 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1231,8 +1416,8 @@ void rate_C12_O16_to_n_Si27_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_S32_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_S32_to_Ar36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S32 + He4 --> Ar36
 
@@ -1247,9 +1432,13 @@ void rate_He4_S32_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  48.901 + -65.3709 * tfactors.T913i + 5.68294 * tfactors.T913
                          + -5.00388 * tfactors.T9 + 0.571407 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -65.3709 * tfactors.T943i + (1.0/3.0) * 5.68294 * tfactors.T923i
                                   + -5.00388 + (5.0/3.0) * 0.571407 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1263,8 +1452,8 @@ void rate_He4_S32_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cl35_to_Ar36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl35 + p --> Ar36
 
@@ -1279,9 +1468,13 @@ void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -42.5249 + -0.564651 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.564651 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1296,9 +1489,13 @@ void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  35.6868 + -27.8971 * tfactors.T913i + -16.2304 * tfactors.T913
                          + 35.255 * tfactors.T9 + -25.8411 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -27.8971 * tfactors.T943i + (1.0/3.0) * -16.2304 * tfactors.T923i
                                   + 35.255 + (5.0/3.0) * -25.8411 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1313,9 +1510,13 @@ void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -7.84699 + -3.65092 * tfactors.T9i + 18.0179 * tfactors.T913
                          + -2.86304 * tfactors.T9 + 0.250854 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.65092 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 18.0179 * tfactors.T923i
                                   + -2.86304 + (5.0/3.0) * 0.250854 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1330,9 +1531,13 @@ void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -9.03294 + -2.00996 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.00996 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1346,8 +1551,8 @@ void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cl35_to_He4_S32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl35 + p --> He4 + S32
 
@@ -1362,9 +1567,13 @@ void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -1.01202 + -3.93495 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.93495 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1379,9 +1588,13 @@ void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -57.5294 + -0.532931 * tfactors.T9i + 25.5338 * tfactors.T913
                          + 6.45824 * tfactors.T9 + -0.950294 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.532931 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 25.5338 * tfactors.T923i
                                   + 6.45824 + (5.0/3.0) * -0.950294 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1396,9 +1609,13 @@ void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  32.12 + -30.9147 * tfactors.T913i + -1.2345 * tfactors.T913
                          + 22.5118 * tfactors.T9 + -33.0589 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -30.9147 * tfactors.T943i + (1.0/3.0) * -1.2345 * tfactors.T923i
                                   + 22.5118 + (5.0/3.0) * -33.0589 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1413,9 +1630,13 @@ void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  2.29121 + -6.00976 * tfactors.T9i + 5.33756 * tfactors.T913
                          + 1.64418 * tfactors.T9 + -0.246167 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.00976 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 5.33756 * tfactors.T923i
                                   + 1.64418 + (5.0/3.0) * -0.246167 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1429,8 +1650,8 @@ void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ar36_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ar36_to_Ca40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar36 + He4 --> Ca40
 
@@ -1445,9 +1666,13 @@ void rate_He4_Ar36_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  52.3486 + -71.0046 * tfactors.T913i + 4.0656 * tfactors.T913
                          + -5.26509 * tfactors.T9 + 0.683546 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -71.0046 * tfactors.T943i + (1.0/3.0) * 4.0656 * tfactors.T923i
                                   + -5.26509 + (5.0/3.0) * 0.683546 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1461,8 +1686,8 @@ void rate_He4_Ar36_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_K39_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_K39_to_Ca40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K39 + p --> Ca40
 
@@ -1477,9 +1702,13 @@ void rate_p_K39_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  2761.38 + -5.22234 * tfactors.T9i + 802.18 * tfactors.T913i + -4010.27 * tfactors.T913
                          + 1136.19 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.22234 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 802.18 * tfactors.T943i + (1.0/3.0) * -4010.27 * tfactors.T923i
                                   + 1136.19 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1494,9 +1723,13 @@ void rate_p_K39_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  588.099 + -12.5647 * tfactors.T9i + 641.844 * tfactors.T913i + -1248.49 * tfactors.T913
                          + 564.926 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.5647 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 641.844 * tfactors.T943i + (1.0/3.0) * -1248.49 * tfactors.T923i
                                   + 564.926 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1511,9 +1744,13 @@ void rate_p_K39_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  102.252 + -1.66508 * tfactors.T9i + 41.1723 * tfactors.T913i + -149.299 * tfactors.T913
                          + 10.5229 * tfactors.T9 + -0.68208 * tfactors.T953 + 59.2367 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.66508 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 41.1723 * tfactors.T943i + (1.0/3.0) * -149.299 * tfactors.T923i
                                   + 10.5229 + (5.0/3.0) * -0.68208 * tfactors.T923 + 59.2367 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1527,8 +1764,8 @@ void rate_p_K39_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_K39_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_K39_to_He4_Ar36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K39 + p --> He4 + Ar36
 
@@ -1543,9 +1780,13 @@ void rate_p_K39_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  20.5166 + -30.0732 * tfactors.T913i + 7.03263 * tfactors.T913
                          + -1.10085 * tfactors.T9 + 0.133768 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -30.0732 * tfactors.T943i + (1.0/3.0) * 7.03263 * tfactors.T923i
                                   + -1.10085 + (5.0/3.0) * 0.133768 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1559,8 +1800,8 @@ void rate_p_K39_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ca40_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ca40_to_Ti44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca40 + He4 --> Ti44
 
@@ -1575,9 +1816,13 @@ void rate_He4_Ca40_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  53.75 + -76.4273 * tfactors.T913i + 3.87451 * tfactors.T913
                          + -3.61477 * tfactors.T9 + 0.367451 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -76.4273 * tfactors.T943i + (1.0/3.0) * 3.87451 * tfactors.T923i
                                   + -3.61477 + (5.0/3.0) * 0.367451 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1591,8 +1836,8 @@ void rate_He4_Ca40_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Sc43_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Sc43_to_Ti44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc43 + p --> Ti44
 
@@ -1607,9 +1852,13 @@ void rate_p_Sc43_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.8432 + -32.1734 * tfactors.T913i + -1.77078 * tfactors.T913
                          + -2.21706 * tfactors.T9 + 0.298499 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -32.1734 * tfactors.T943i + (1.0/3.0) * -1.77078 * tfactors.T923i
                                   + -2.21706 + (5.0/3.0) * 0.298499 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1623,8 +1872,8 @@ void rate_p_Sc43_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Sc43_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Sc43_to_He4_Ca40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc43 + p --> He4 + Ca40
 
@@ -1639,9 +1888,13 @@ void rate_p_Sc43_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  34.8559 + -32.1734 * tfactors.T913i + 0.0296879 * tfactors.T913
                          + -0.95232 * tfactors.T9 + 0.129022 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -32.1734 * tfactors.T943i + (1.0/3.0) * 0.0296879 * tfactors.T923i
                                   + -0.95232 + (5.0/3.0) * 0.129022 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1655,8 +1908,8 @@ void rate_p_Sc43_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ti44_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ti44_to_Cr48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti44 + He4 --> Cr48
 
@@ -1671,9 +1924,13 @@ void rate_He4_Ti44_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  64.7958 + -81.667 * tfactors.T913i + -10.6333 * tfactors.T913
                          + -0.672613 * tfactors.T9 + 0.161209 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -81.667 * tfactors.T943i + (1.0/3.0) * -10.6333 * tfactors.T923i
                                   + -0.672613 + (5.0/3.0) * 0.161209 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1687,8 +1944,8 @@ void rate_He4_Ti44_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ti44_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ti44_to_p_V47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti44 + He4 --> p + V47
 
@@ -1703,9 +1960,13 @@ void rate_He4_Ti44_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -76.5154 + -10.7931 * tfactors.T9i + 70.2835 * tfactors.T913
                          + -7.99061 * tfactors.T9 + 0.486213 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.7931 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 70.2835 * tfactors.T923i
                                   + -7.99061 + (5.0/3.0) * 0.486213 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1719,8 +1980,8 @@ void rate_He4_Ti44_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_V47_to_Cr48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V47 + p --> Cr48
 
@@ -1735,9 +1996,13 @@ void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  42.6798 + -6.0593 * tfactors.T9i + -34.0548 * tfactors.T913i + -3.41973 * tfactors.T913
                          + 1.16501 * tfactors.T9 + -0.105543 * tfactors.T953 + -7.70886 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.0593 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -34.0548 * tfactors.T943i + (1.0/3.0) * -3.41973 * tfactors.T923i
                                   + 1.16501 + (5.0/3.0) * -0.105543 * tfactors.T923 + -7.70886 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1752,9 +2017,13 @@ void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  511.463 + -5.29491 * tfactors.T9i + 317.171 * tfactors.T913i + -911.679 * tfactors.T913
                          + 94.4245 * tfactors.T9 + -10.1973 * tfactors.T953 + 330.727 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.29491 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 317.171 * tfactors.T943i + (1.0/3.0) * -911.679 * tfactors.T923i
                                   + 94.4245 + (5.0/3.0) * -10.1973 * tfactors.T923 + 330.727 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1769,9 +2038,13 @@ void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  23.8315 + 0.246665 * tfactors.T9i + -45.9868 * tfactors.T913i + 13.6822 * tfactors.T913
                          + -0.376902 * tfactors.T9 + -0.0194875 * tfactors.T953 + -8.42325 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.246665 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -45.9868 * tfactors.T943i + (1.0/3.0) * 13.6822 * tfactors.T923i
                                   + -0.376902 + (5.0/3.0) * -0.0194875 * tfactors.T923 + -8.42325 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1786,9 +2059,13 @@ void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  40.5626 + -0.514414 * tfactors.T9i + -110.655 * tfactors.T913i + 83.0232 * tfactors.T913
                          + -19.7762 * tfactors.T9 + 3.03961 * tfactors.T953 + -49.4742 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.514414 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -110.655 * tfactors.T943i + (1.0/3.0) * 83.0232 * tfactors.T923i
                                   + -19.7762 + (5.0/3.0) * 3.03961 * tfactors.T923 + -49.4742 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1802,8 +2079,8 @@ void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cr48_to_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cr48_to_Fe52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr48 + He4 --> Fe52
 
@@ -1818,9 +2095,13 @@ void rate_He4_Cr48_to_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  65.1754 + -86.7459 * tfactors.T913i + -9.79373 * tfactors.T913
                          + -0.772169 * tfactors.T9 + 0.155883 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -86.7459 * tfactors.T943i + (1.0/3.0) * -9.79373 * tfactors.T923i
                                   + -0.772169 + (5.0/3.0) * 0.155883 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1834,8 +2115,8 @@ void rate_He4_Cr48_to_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cr48_to_p_Mn51_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cr48_to_p_Mn51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr48 + He4 --> p + Mn51
 
@@ -1850,9 +2131,13 @@ void rate_He4_Cr48_to_p_Mn51_removed(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  59.2276 + -86.7459 * tfactors.T913i + 1.05653 * tfactors.T913
                          + -1.15757 * tfactors.T9 + 0.0877546 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -86.7459 * tfactors.T943i + (1.0/3.0) * 1.05653 * tfactors.T923i
                                   + -1.15757 + (5.0/3.0) * 0.0877546 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1866,8 +2151,8 @@ void rate_He4_Cr48_to_p_Mn51_removed(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Mn51_to_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Mn51_to_Fe52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn51 + p --> Fe52
 
@@ -1882,9 +2167,13 @@ void rate_p_Mn51_to_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.2596 + -36.1825 * tfactors.T913i + 0.873042 * tfactors.T913
                          + -2.89731 * tfactors.T9 + 0.364394 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -36.1825 * tfactors.T943i + (1.0/3.0) * 0.873042 * tfactors.T923i
                                   + -2.89731 + (5.0/3.0) * 0.364394 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1898,8 +2187,8 @@ void rate_p_Mn51_to_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe52_to_Ni56_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe52_to_Ni56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe52 + He4 --> Ni56
 
@@ -1914,9 +2203,13 @@ void rate_He4_Fe52_to_Ni56_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  66.6417 + -91.6819 * tfactors.T913i + -9.51885 * tfactors.T913
                          + -0.533014 * tfactors.T9 + 0.0892607 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -91.6819 * tfactors.T943i + (1.0/3.0) * -9.51885 * tfactors.T923i
                                   + -0.533014 + (5.0/3.0) * 0.0892607 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1930,8 +2223,8 @@ void rate_He4_Fe52_to_Ni56_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe52_to_p_Co55_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe52_to_p_Co55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe52 + He4 --> p + Co55
 
@@ -1946,9 +2239,13 @@ void rate_He4_Fe52_to_p_Co55_removed(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  62.2207 + -91.6819 * tfactors.T913i + -0.329235 * tfactors.T913
                          + -0.780924 * tfactors.T9 + 0.0425179 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -91.6819 * tfactors.T943i + (1.0/3.0) * -0.329235 * tfactors.T923i
                                   + -0.780924 + (5.0/3.0) * 0.0425179 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1962,8 +2259,8 @@ void rate_He4_Fe52_to_p_Co55_removed(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Co55_to_Ni56_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Co55_to_Ni56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co55 + p --> Ni56
 
@@ -1978,9 +2275,13 @@ void rate_p_Co55_to_Ni56_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  37.3736 + -38.1053 * tfactors.T913i + -0.210947 * tfactors.T913
                          + -2.68377 * tfactors.T9 + 0.355814 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -38.1053 * tfactors.T943i + (1.0/3.0) * -0.210947 * tfactors.T923i
                                   + -2.68377 + (5.0/3.0) * 0.355814 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1993,665 +2294,791 @@ void rate_p_Co55_to_Ni56_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 
 }
 
-template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_N14_to_Ne20_modified(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    // N14 + 1.5 He4 --> Ne20 (calls the underlying rate)
-
-    rate_He4_N14_to_F18_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-}
-
-template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O16_to_N14_He4_modified(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    // O16 + p + p --> N14 + He4 (calls the underlying rate)
-
-    rate_p_O16_to_F17_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-}
-
-template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_C12_to_Mg24_modified(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    // C12 + C12 --> Mg24 (calls the underlying rate)
-
-    rate_C12_C12_to_n_Mg23_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-}
-
-template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_O16_to_S32_modified(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    // O16 + O16 --> S32 (calls the underlying rate)
-
-    rate_O16_O16_to_n_S31_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-}
-
-template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_O16_to_Si28_modified(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    // O16 + C12 --> Si28 (calls the underlying rate)
-
-    rate_C12_O16_to_n_Si27_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-}
-
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_S32_He4_to_Ar36_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ag = rate_eval.screened_rates(k_He4_S32_to_Ar36_removed);
-    amrex::Real r_ap = rate_eval.screened_rates(k_He4_S32_to_p_Cl35_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Cl35_to_Ar36_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Cl35_to_He4_S32_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ag + r_ap * r_pg * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_removed);
-        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_removed);
-        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ar36_to_S32_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ga = rate_eval.screened_rates(k_Ar36_to_He4_S32_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Cl35_to_He4_S32_removed);
-    amrex::Real r_gp = rate_eval.screened_rates(k_Ar36_to_p_Cl35_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Cl35_to_Ar36_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ga + r_gp * r_pa * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ar36_to_He4_S32_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_removed);
-        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ar36_to_p_Cl35_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_removed);
-        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ar36_He4_to_Ca40_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ar36_to_Ca40_removed);
-    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ar36_to_p_K39_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_K39_to_Ca40_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_K39_to_He4_Ar36_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ag + r_ap * r_pg * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_removed);
-        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_removed);
-        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca40_to_Ar36_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ga = rate_eval.screened_rates(k_Ca40_to_He4_Ar36_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_K39_to_He4_Ar36_removed);
-    amrex::Real r_gp = rate_eval.screened_rates(k_Ca40_to_p_K39_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_K39_to_Ca40_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ga + r_gp * r_pa * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ca40_to_He4_Ar36_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_removed);
-        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ca40_to_p_K39_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_removed);
-        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca40_He4_to_Ti44_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ca40_to_Ti44_removed);
-    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Sc43_to_Ti44_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ag + r_ap * r_pg * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_removed);
-        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_removed);
-        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti44_to_Ca40_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ga = rate_eval.screened_rates(k_Ti44_to_He4_Ca40_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_removed);
-    amrex::Real r_gp = rate_eval.screened_rates(k_Ti44_to_p_Sc43_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Sc43_to_Ti44_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ga + r_gp * r_pa * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ti44_to_He4_Ca40_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_removed);
-        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ti44_to_p_Sc43_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_removed);
-        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti44_He4_to_Cr48_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ti44_to_Cr48_removed);
-    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ti44_to_p_V47_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_V47_to_Cr48_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_V47_to_He4_Ti44_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ag + r_ap * r_pg * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_removed);
-        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_removed);
-        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr48_to_Ti44_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ga = rate_eval.screened_rates(k_Cr48_to_He4_Ti44_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_V47_to_He4_Ti44_removed);
-    amrex::Real r_gp = rate_eval.screened_rates(k_Cr48_to_p_V47_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_V47_to_Cr48_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ga + r_gp * r_pa * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Cr48_to_He4_Ti44_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_removed);
-        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Cr48_to_p_V47_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_removed);
-        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr48_He4_to_Fe52_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Cr48_to_Fe52_removed);
-    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Cr48_to_p_Mn51_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Mn51_to_Fe52_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ag + r_ap * r_pg * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Cr48_to_Fe52_removed);
-        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Cr48_to_p_Mn51_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_removed);
-        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe52_to_Cr48_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ga = rate_eval.screened_rates(k_Fe52_to_He4_Cr48_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_removed);
-    amrex::Real r_gp = rate_eval.screened_rates(k_Fe52_to_p_Mn51_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Mn51_to_Fe52_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ga + r_gp * r_pa * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Fe52_to_He4_Cr48_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_removed);
-        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Fe52_to_p_Mn51_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_removed);
-        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe52_He4_to_Ni56_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Fe52_to_Ni56_removed);
-    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Fe52_to_p_Co55_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Co55_to_Ni56_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ag + r_ap * r_pg * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_removed);
-        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_Co55_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_removed);
-        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni56_to_Fe52_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ga = rate_eval.screened_rates(k_Ni56_to_He4_Fe52_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_removed);
-    amrex::Real r_gp = rate_eval.screened_rates(k_Ni56_to_p_Co55_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Co55_to_Ni56_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ga + r_gp * r_pa * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ni56_to_He4_Fe52_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_removed);
-        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ni56_to_p_Co55_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_removed);
-        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
 
 template <int do_T_derivatives, typename T>
 AMREX_GPU_HOST_DEVICE AMREX_INLINE
 void
-fill_reaclib_rates(const tf_t& tfactors, T& rate_eval)
+fill_reaclib_rates([[maybe_unused]] const tf_t& tfactors,
+                   [[maybe_unused]] T& rate_eval)
 {
 
-    amrex::Real rate;
-    amrex::Real drate_dT;
+    [[maybe_unused]] amrex::Real rate;
+    [[maybe_unused]] amrex::Real drate_dT;
 
-    rate_p_C12_to_N13_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_C12_to_N13_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib) = drate_dT;
-
-    }
-    rate_He4_C12_to_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = drate_dT;
-
-    }
-    rate_He4_O16_to_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ne20_to_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib) = drate_dT;
-
-    }
-    rate_p_Na23_to_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Na23_to_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_Mg24_reaclib) = drate_dT;
-
-    }
-    rate_He4_Mg24_to_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Mg24_to_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_Si28_reaclib) = drate_dT;
-
-    }
-    rate_p_Al27_to_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Al27_to_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_Si28_reaclib) = drate_dT;
-
-    }
-    rate_He4_Si28_to_S32_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Si28_to_S32_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_S32_reaclib) = drate_dT;
-
-    }
-    rate_p_P31_to_S32_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_P31_to_S32_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_P31_to_S32_reaclib) = drate_dT;
-
-    }
-    rate_C12_C12_to_p_Na23_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib) = drate_dT;
-
-    }
-    rate_C12_C12_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib) = drate_dT;
-
-    }
-    rate_He4_N13_to_p_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib) = drate_dT;
-
-    }
-    rate_C12_O16_to_p_Al27_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_O16_to_p_Al27_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_p_Al27_reaclib) = drate_dT;
-
-    }
-    rate_C12_O16_to_He4_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_O16_to_He4_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_He4_Mg24_reaclib) = drate_dT;
-
-    }
-    rate_O16_O16_to_p_P31_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O16_O16_to_p_P31_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_p_P31_reaclib) = drate_dT;
-
-    }
-    rate_O16_O16_to_He4_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O16_O16_to_He4_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_He4_Si28_reaclib) = drate_dT;
-
-    }
-    rate_p_Na23_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Na23_to_He4_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_He4_Ne20_reaclib) = drate_dT;
-
-    }
-    rate_p_Al27_to_He4_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Al27_to_He4_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_He4_Mg24_reaclib) = drate_dT;
-
-    }
-    rate_p_P31_to_He4_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_P31_to_He4_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_P31_to_He4_Si28_reaclib) = drate_dT;
-
-    }
-    rate_He4_He4_He4_to_C12_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib) = drate_dT;
-
-    }
-    rate_He4_N14_to_F18_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_N14_to_F18_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_N14_to_F18_removed) = drate_dT;
-
-    }
-    rate_p_O16_to_F17_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_O16_to_F17_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O16_to_F17_removed) = drate_dT;
-
-    }
-    rate_C12_C12_to_n_Mg23_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_C12_to_n_Mg23_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_n_Mg23_removed) = drate_dT;
-
-    }
-    rate_O16_O16_to_n_S31_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O16_O16_to_n_S31_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_n_S31_removed) = drate_dT;
-
-    }
-    rate_C12_O16_to_n_Si27_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_O16_to_n_Si27_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_n_Si27_removed) = drate_dT;
-
-    }
-    rate_He4_S32_to_Ar36_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_S32_to_Ar36_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_removed) = drate_dT;
-
-    }
-    rate_p_Cl35_to_Ar36_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cl35_to_Ar36_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_removed) = drate_dT;
-
-    }
-    rate_p_Cl35_to_He4_S32_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cl35_to_He4_S32_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_removed) = drate_dT;
-
-    }
-    rate_He4_Ar36_to_Ca40_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ar36_to_Ca40_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_removed) = drate_dT;
-
-    }
-    rate_p_K39_to_Ca40_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_K39_to_Ca40_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_removed) = drate_dT;
-
-    }
-    rate_p_K39_to_He4_Ar36_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_K39_to_He4_Ar36_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_removed) = drate_dT;
-
-    }
-    rate_He4_Ca40_to_Ti44_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ca40_to_Ti44_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_removed) = drate_dT;
-
-    }
-    rate_p_Sc43_to_Ti44_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Sc43_to_Ti44_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_removed) = drate_dT;
-
-    }
-    rate_p_Sc43_to_He4_Ca40_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_removed) = drate_dT;
-
-    }
-    rate_He4_Ti44_to_Cr48_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ti44_to_Cr48_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_removed) = drate_dT;
-
-    }
-    rate_He4_Ti44_to_p_V47_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ti44_to_p_V47_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_removed) = drate_dT;
-
-    }
-    rate_p_V47_to_Cr48_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_V47_to_Cr48_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_removed) = drate_dT;
-
-    }
-    rate_He4_Cr48_to_Fe52_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cr48_to_Fe52_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cr48_to_Fe52_removed) = drate_dT;
-
-    }
-    rate_He4_Cr48_to_p_Mn51_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cr48_to_p_Mn51_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cr48_to_p_Mn51_removed) = drate_dT;
-
-    }
-    rate_p_Mn51_to_Fe52_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Mn51_to_Fe52_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_removed) = drate_dT;
-
-    }
-    rate_He4_Fe52_to_Ni56_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Fe52_to_Ni56_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_removed) = drate_dT;
-
-    }
-    rate_He4_Fe52_to_p_Co55_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Fe52_to_p_Co55_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_Co55_removed) = drate_dT;
-
-    }
-    rate_p_Co55_to_Ni56_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Co55_to_Ni56_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_removed) = drate_dT;
-
-    }
-    rate_He4_N14_to_Ne20_modified<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_N14_to_Ne20_modified) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_N14_to_Ne20_modified) = drate_dT;
-
-    }
-    rate_p_O16_to_N14_He4_modified<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_O16_to_N14_He4_modified) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O16_to_N14_He4_modified) = drate_dT;
-
-    }
-    rate_C12_C12_to_Mg24_modified<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_C12_to_Mg24_modified) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_Mg24_modified) = drate_dT;
-
-    }
-    rate_O16_O16_to_S32_modified<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O16_O16_to_S32_modified) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_S32_modified) = drate_dT;
-
-    }
-    rate_C12_O16_to_Si28_modified<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_O16_to_Si28_modified) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_Si28_modified) = drate_dT;
-
-    }
-
-}
-
-template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void
-fill_approx_rates([[maybe_unused]] const tf_t& tfactors,
-                  [[maybe_unused]] const amrex::Real rho,
-                  [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
-                  [[maybe_unused]] T& rate_eval)
-{
-
-    [[maybe_unused]] amrex::Real rate{};
-    [[maybe_unused]] amrex::Real drate_dT{};
-
-    rate_S32_He4_to_Ar36_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_S32_He4_to_Ar36_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_S32_He4_to_Ar36_approx) = drate_dT;
-
-    }
-    rate_Ar36_to_S32_He4_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ar36_to_S32_He4_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ar36_to_S32_He4_approx) = drate_dT;
-
-    }
-    rate_Ar36_He4_to_Ca40_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ar36_He4_to_Ca40_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ar36_He4_to_Ca40_approx) = drate_dT;
-
-    }
-    rate_Ca40_to_Ar36_He4_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ca40_to_Ar36_He4_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca40_to_Ar36_He4_approx) = drate_dT;
-
-    }
-    rate_Ca40_He4_to_Ti44_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ca40_He4_to_Ti44_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca40_He4_to_Ti44_approx) = drate_dT;
-
-    }
-    rate_Ti44_to_Ca40_He4_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ti44_to_Ca40_He4_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti44_to_Ca40_He4_approx) = drate_dT;
-
-    }
-    rate_Ti44_He4_to_Cr48_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ti44_He4_to_Cr48_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti44_He4_to_Cr48_approx) = drate_dT;
-
-    }
-    rate_Cr48_to_Ti44_He4_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Cr48_to_Ti44_He4_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr48_to_Ti44_He4_approx) = drate_dT;
-
-    }
-    rate_Cr48_He4_to_Fe52_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Cr48_He4_to_Fe52_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr48_He4_to_Fe52_approx) = drate_dT;
-
-    }
-    rate_Fe52_to_Cr48_He4_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Fe52_to_Cr48_He4_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe52_to_Cr48_He4_approx) = drate_dT;
-
-    }
-    rate_Fe52_He4_to_Ni56_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Fe52_He4_to_Ni56_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe52_He4_to_Ni56_approx) = drate_dT;
+    {
+        // p_C12_to_N13_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_C12);
+        }
+#endif
+        rate_p_C12_to_N13_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_C12_to_N13_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_C12_to_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_C12);
+        }
+#endif
+        rate_He4_C12_to_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O16_to_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O16);
+        }
+#endif
+        rate_He4_O16_to_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ne20_to_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ne20);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ne20);
+        }
+#endif
+        rate_He4_Ne20_to_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Na23_to_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Na23);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Na23);
+        }
+#endif
+        rate_p_Na23_to_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Na23_to_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Na23_to_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mg24_to_Si28_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mg24);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mg24);
+        }
+#endif
+        rate_He4_Mg24_to_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Mg24_to_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mg24_to_Si28_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Al27_to_Si28_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Al27);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Al27);
+        }
+#endif
+        rate_p_Al27_to_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Al27_to_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Al27_to_Si28_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Si28_to_S32_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Si28);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Si28);
+        }
+#endif
+        rate_He4_Si28_to_S32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Si28_to_S32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Si28_to_S32_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_P31_to_S32_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_P31);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_P31);
+        }
+#endif
+        rate_p_P31_to_S32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_P31_to_S32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_P31_to_S32_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_C12_to_p_Na23_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_C12);
+        }
+#endif
+        rate_C12_C12_to_p_Na23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_C12_to_He4_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_C12);
+        }
+#endif
+        rate_C12_C12_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_N13_to_p_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_N13);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_N13);
+        }
+#endif
+        rate_He4_N13_to_p_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_O16_to_p_Al27_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_O16);
+        }
+#endif
+        rate_C12_O16_to_p_Al27_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_O16_to_p_Al27_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_O16_to_p_Al27_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_O16_to_He4_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_O16);
+        }
+#endif
+        rate_C12_O16_to_He4_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_O16_to_He4_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_O16_to_He4_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // O16_O16_to_p_P31_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_O16_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_O16_O16);
+        }
+#endif
+        rate_O16_O16_to_p_P31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O16_O16_to_p_P31_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O16_O16_to_p_P31_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // O16_O16_to_He4_Si28_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_O16_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_O16_O16);
+        }
+#endif
+        rate_O16_O16_to_He4_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O16_O16_to_He4_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O16_O16_to_He4_Si28_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Na23_to_He4_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Na23);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Na23);
+        }
+#endif
+        rate_p_Na23_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Na23_to_He4_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Na23_to_He4_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Al27_to_He4_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Al27);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Al27);
+        }
+#endif
+        rate_p_Al27_to_He4_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Al27_to_He4_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Al27_to_He4_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_P31_to_He4_Si28_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_P31);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_P31);
+        }
+#endif
+        rate_p_P31_to_He4_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_P31_to_He4_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_P31_to_He4_Si28_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_He4_He4_to_C12_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_He4) + rate_eval.log_screen(k_He4_Be8);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_He4) + rate_eval.dlog_screen_dT(k_He4_Be8);
+        }
+#endif
+        rate_He4_He4_He4_to_C12_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_N14_to_F18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_N14);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_N14);
+        }
+#endif
+        rate_He4_N14_to_F18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_N14_to_F18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_N14_to_F18_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_O16_to_F17_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O16);
+        }
+#endif
+        rate_p_O16_to_F17_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_O16_to_F17_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O16_to_F17_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_C12_to_n_Mg23_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_C12);
+        }
+#endif
+        rate_C12_C12_to_n_Mg23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_C12_to_n_Mg23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_C12_to_n_Mg23_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // O16_O16_to_n_S31_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_O16_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_O16_O16);
+        }
+#endif
+        rate_O16_O16_to_n_S31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O16_O16_to_n_S31_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O16_O16_to_n_S31_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_O16_to_n_Si27_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_O16);
+        }
+#endif
+        rate_C12_O16_to_n_Si27_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_O16_to_n_Si27_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_O16_to_n_Si27_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_S32_to_Ar36_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_S32);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_S32);
+        }
+#endif
+        rate_He4_S32_to_Ar36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_S32_to_Ar36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cl35_to_Ar36_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cl35);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cl35);
+        }
+#endif
+        rate_p_Cl35_to_Ar36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cl35_to_Ar36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cl35_to_He4_S32_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cl35);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cl35);
+        }
+#endif
+        rate_p_Cl35_to_He4_S32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cl35_to_He4_S32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ar36_to_Ca40_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ar36);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ar36);
+        }
+#endif
+        rate_He4_Ar36_to_Ca40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ar36_to_Ca40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_K39_to_Ca40_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_K39);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_K39);
+        }
+#endif
+        rate_p_K39_to_Ca40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_K39_to_Ca40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_K39_to_He4_Ar36_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_K39);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_K39);
+        }
+#endif
+        rate_p_K39_to_He4_Ar36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_K39_to_He4_Ar36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ca40_to_Ti44_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ca40);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ca40);
+        }
+#endif
+        rate_He4_Ca40_to_Ti44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ca40_to_Ti44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Sc43_to_Ti44_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Sc43);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Sc43);
+        }
+#endif
+        rate_p_Sc43_to_Ti44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Sc43_to_Ti44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Sc43_to_He4_Ca40_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Sc43);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Sc43);
+        }
+#endif
+        rate_p_Sc43_to_He4_Ca40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ti44_to_Cr48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ti44);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ti44);
+        }
+#endif
+        rate_He4_Ti44_to_Cr48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ti44_to_Cr48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ti44_to_p_V47_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ti44);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ti44);
+        }
+#endif
+        rate_He4_Ti44_to_p_V47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ti44_to_p_V47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_V47_to_Cr48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_V47);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_V47);
+        }
+#endif
+        rate_p_V47_to_Cr48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_V47_to_Cr48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cr48_to_Fe52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cr48);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cr48);
+        }
+#endif
+        rate_He4_Cr48_to_Fe52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cr48_to_Fe52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cr48_to_Fe52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cr48_to_p_Mn51_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cr48);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cr48);
+        }
+#endif
+        rate_He4_Cr48_to_p_Mn51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cr48_to_p_Mn51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cr48_to_p_Mn51_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Mn51_to_Fe52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Mn51);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Mn51);
+        }
+#endif
+        rate_p_Mn51_to_Fe52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Mn51_to_Fe52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe52_to_Ni56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe52);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe52);
+        }
+#endif
+        rate_He4_Fe52_to_Ni56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Fe52_to_Ni56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe52_to_p_Co55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe52);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe52);
+        }
+#endif
+        rate_He4_Fe52_to_p_Co55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Fe52_to_p_Co55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_Co55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Co55_to_Ni56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Co55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Co55);
+        }
+#endif
+        rate_p_Co55_to_Ni56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Co55_to_Ni56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_reaclib) = drate_dT;
+        }
     }
-    rate_Ni56_to_Fe52_He4_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ni56_to_Fe52_He4_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni56_to_Fe52_He4_approx) = drate_dT;
 
-    }
 
 }
 
diff --git a/networks/he-burn/he-burn-19am/table_rates.H b/networks/he-burn/he-burn-19am/table_rates.H
index 6d3fff3c96..27520b6fbc 100644
--- a/networks/he-burn/he-burn-19am/table_rates.H
+++ b/networks/he-burn/he-burn-19am/table_rates.H
@@ -57,7 +57,7 @@ namespace rate_tables
 }
 
 
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_linear_1d(const amrex::Real fhi, const amrex::Real flo, const amrex::Real xhi, const amrex::Real xlo, const amrex::Real x)
 {
@@ -70,7 +70,7 @@ evaluate_linear_1d(const amrex::Real fhi, const amrex::Real flo, const amrex::Re
     return f;
 }
 
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_linear_2d(const amrex::Real fip1jp1, const amrex::Real fip1j, const amrex::Real fijp1, const amrex::Real fij,
           const amrex::Real xhi, const amrex::Real xlo, const amrex::Real yhi, const amrex::Real ylo,
@@ -102,7 +102,7 @@ evaluate_linear_2d(const amrex::Real fip1jp1, const amrex::Real fip1j, const amr
 
 
 template<typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_vars(const int irhoy_lo, const int jtemp_lo,
               const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -132,7 +132,7 @@ evaluate_vars(const int irhoy_lo, const int jtemp_lo,
 
 
 template<typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_dr_dtemp(const int irhoy_lo, const int jtemp_lo,
                   const table_t& table_meta, const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -275,7 +275,7 @@ evaluate_dr_dtemp(const int irhoy_lo, const int jtemp_lo,
 
 
 template <typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 void
 get_entries(const int irhoy_lo, const int jtemp_lo,
             const table_t& table_meta, const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -303,7 +303,7 @@ get_entries(const int irhoy_lo, const int jtemp_lo,
 }
 
 template <typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 void
 tabular_evaluate(const table_t& table_meta,
                  const R& log_rhoy_table, const T& log_temp_table, const D& data,
diff --git a/networks/he-burn/he-burn-19am/temperature_table_rates.H b/networks/he-burn/he-burn-19am/temperature_table_rates.H
index 4fdd0d89c7..8490332679 100644
--- a/networks/he-burn/he-burn-19am/temperature_table_rates.H
+++ b/networks/he-burn/he-burn-19am/temperature_table_rates.H
@@ -5,7 +5,7 @@
 
 #include <tfactors.H>
 #include <actual_network.H>
-
+#include <interp_tools.H>
 
 using namespace amrex::literals;
 
@@ -28,6 +28,7 @@ namespace temp_tabular {
         [[maybe_unused]] amrex::Real drate_dT;
 
 
+
     }
 
 
diff --git a/networks/he-burn/he-burn-28amnp/Make.package b/networks/he-burn/he-burn-28amnp/Make.package
index fd942a5ce1..35413fdcff 100644
--- a/networks/he-burn/he-burn-28amnp/Make.package
+++ b/networks/he-burn/he-burn-28amnp/Make.package
@@ -2,13 +2,15 @@ PYNUCASTRO_NETWORK = TRUE
 CEXE_headers += network_properties.H
 
 ifeq ($(USE_REACT),TRUE)
-  CEXE_sources += actual_network_data.cpp
   CEXE_headers += actual_network.H
   CEXE_headers += tfactors.H
   CEXE_headers += interp_tools.H
   CEXE_headers += partition_functions.H
   CEXE_headers += actual_rhs.H
+  CEXE_headers += rate_type.H
   CEXE_headers += reaclib_rates.H
+  CEXE_headers += approximate_rates.H
+  CEXE_headers += modified_rates.H
   CEXE_headers += table_rates.H
   CEXE_headers += temperature_table_rates.H
   CEXE_headers += derived_rates.H
diff --git a/networks/he-burn/he-burn-28amnp/actual_network.H b/networks/he-burn/he-burn-28amnp/actual_network.H
index a9dd047016..a1c71bd665 100644
--- a/networks/he-burn/he-burn-28amnp/actual_network.H
+++ b/networks/he-burn/he-burn-28amnp/actual_network.H
@@ -1,18 +1,25 @@
 #ifndef actual_network_H
 #define actual_network_H
 
+#include <random>
 #include <string_view>
 
 #include <AMReX_REAL.H>
 #include <AMReX_Array.H>
 #include <AMReX_Loop.H>
 
+#include <extern_parameters.H>
 #include <fundamental_constants.H>
 #include <network_properties.H>
 
 using namespace amrex::literals;
 
-void actual_network_init();
+
+inline
+void actual_network_init() {
+
+
+}
 
 constexpr std::string_view network_name = "pynucastro-cxx";
 
@@ -284,11 +291,11 @@ namespace Rates
         k_He4_Cr48_to_p_nse_Mn51_reaclib = 25,
         k_He4_Fe52_to_p_nse_Co55_reaclib = 26,
         k_He4_He4_He4_to_C12_reaclib = 27,
-        k_He4_N14_to_F18_removed = 28,
-        k_p_O16_to_F17_removed = 29,
-        k_C12_C12_to_n_Mg23_removed = 30,
-        k_O16_O16_to_n_S31_removed = 31,
-        k_C12_O16_to_n_Si27_removed = 32,
+        k_He4_N14_to_F18_reaclib = 28,
+        k_p_O16_to_F17_reaclib = 29,
+        k_C12_C12_to_n_Mg23_reaclib = 30,
+        k_O16_O16_to_n_S31_reaclib = 31,
+        k_C12_O16_to_n_Si27_reaclib = 32,
         k_p_nse_Fe54_to_Co55_reaclib = 33,
         k_He4_Fe54_to_Ni58_reaclib = 34,
         k_p_nse_Fe56_to_Co57_reaclib = 35,
@@ -300,24 +307,24 @@ namespace Rates
         k_n_Co56_to_p_nse_Fe56_reaclib = 41,
         k_p_nse_Co57_to_He4_Fe54_reaclib = 42,
         k_n_Ni56_to_p_nse_Co56_reaclib = 43,
-        k_He4_S32_to_Ar36_removed = 44,
-        k_p_Cl35_to_Ar36_removed = 45,
-        k_p_Cl35_to_He4_S32_removed = 46,
-        k_He4_Ar36_to_Ca40_removed = 47,
-        k_p_K39_to_Ca40_removed = 48,
-        k_p_K39_to_He4_Ar36_removed = 49,
-        k_He4_Ca40_to_Ti44_removed = 50,
-        k_p_Sc43_to_Ti44_removed = 51,
-        k_p_Sc43_to_He4_Ca40_removed = 52,
-        k_He4_Ti44_to_Cr48_removed = 53,
-        k_He4_Ti44_to_p_V47_removed = 54,
-        k_p_V47_to_Cr48_removed = 55,
-        k_n_Fe52_to_Fe53_removed = 56,
-        k_n_Fe53_to_Fe54_removed = 57,
-        k_n_Fe54_to_Fe55_removed = 58,
-        k_n_Fe55_to_Fe56_removed = 59,
-        k_n_Ni56_to_Ni57_removed = 60,
-        k_n_Ni57_to_Ni58_removed = 61,
+        k_He4_S32_to_Ar36_reaclib = 44,
+        k_p_Cl35_to_Ar36_reaclib = 45,
+        k_p_Cl35_to_He4_S32_reaclib = 46,
+        k_He4_Ar36_to_Ca40_reaclib = 47,
+        k_p_K39_to_Ca40_reaclib = 48,
+        k_p_K39_to_He4_Ar36_reaclib = 49,
+        k_He4_Ca40_to_Ti44_reaclib = 50,
+        k_p_Sc43_to_Ti44_reaclib = 51,
+        k_p_Sc43_to_He4_Ca40_reaclib = 52,
+        k_He4_Ti44_to_Cr48_reaclib = 53,
+        k_He4_Ti44_to_p_V47_reaclib = 54,
+        k_p_V47_to_Cr48_reaclib = 55,
+        k_n_Fe52_to_Fe53_reaclib = 56,
+        k_n_Fe53_to_Fe54_reaclib = 57,
+        k_n_Fe54_to_Fe55_reaclib = 58,
+        k_n_Fe55_to_Fe56_reaclib = 59,
+        k_n_Ni56_to_Ni57_reaclib = 60,
+        k_n_Ni57_to_Ni58_reaclib = 61,
         k_Co56_to_Fe56_weaktab = 62,
         k_Co56_to_Ni56_weaktab = 63,
         k_Fe56_to_Co56_weaktab = 64,
@@ -375,25 +382,68 @@ namespace Rates
         k_p_nse_Fe56_to_n_Co56_derived = 116,
         k_p_nse_Co56_to_n_Ni56_derived = 117,
         k_p_nse_Ni58_to_He4_Co55_derived = 118,
-        k_He4_S32_to_p_Cl35_removed = 119,
-        k_Ar36_to_He4_S32_removed = 120,
-        k_Ar36_to_p_Cl35_removed = 121,
-        k_He4_Ar36_to_p_K39_removed = 122,
-        k_Ca40_to_He4_Ar36_removed = 123,
-        k_Ca40_to_p_K39_removed = 124,
-        k_He4_Ca40_to_p_Sc43_removed = 125,
-        k_Ti44_to_He4_Ca40_removed = 126,
-        k_Ti44_to_p_Sc43_removed = 127,
-        k_Cr48_to_He4_Ti44_removed = 128,
-        k_Cr48_to_p_V47_removed = 129,
-        k_p_V47_to_He4_Ti44_removed = 130,
-        k_Fe54_to_n_Fe53_removed = 131,
-        k_Fe53_to_n_Fe52_removed = 132,
-        k_Fe56_to_n_Fe55_removed = 133,
-        k_Fe55_to_n_Fe54_removed = 134,
-        k_Ni58_to_n_Ni57_removed = 135,
-        k_Ni57_to_n_Ni56_removed = 136,
-        NumRates = k_Ni57_to_n_Ni56_removed
+        k_He4_S32_to_p_Cl35_derived = 119,
+        k_Ar36_to_He4_S32_derived = 120,
+        k_Ar36_to_p_Cl35_derived = 121,
+        k_He4_Ar36_to_p_K39_derived = 122,
+        k_Ca40_to_He4_Ar36_derived = 123,
+        k_Ca40_to_p_K39_derived = 124,
+        k_He4_Ca40_to_p_Sc43_derived = 125,
+        k_Ti44_to_He4_Ca40_derived = 126,
+        k_Ti44_to_p_Sc43_derived = 127,
+        k_Cr48_to_He4_Ti44_derived = 128,
+        k_Cr48_to_p_V47_derived = 129,
+        k_p_V47_to_He4_Ti44_derived = 130,
+        k_Fe54_to_n_Fe53_derived = 131,
+        k_Fe53_to_n_Fe52_derived = 132,
+        k_Fe56_to_n_Fe55_derived = 133,
+        k_Fe55_to_n_Fe54_derived = 134,
+        k_Ni58_to_n_Ni57_derived = 135,
+        k_Ni57_to_n_Ni56_derived = 136,
+        NumRates = k_Ni57_to_n_Ni56_derived
+    };
+
+    enum ScreenPairs :
+    std::uint8_t
+    {
+        k_p_C12 = 1,
+        k_He4_O16 = 2,
+        k_He4_N14 = 3,
+        k_p_nse_Co57 = 4,
+        k_p_K39 = 5,
+        k_He4_Ca40 = 6,
+        k_He4_Ar36 = 7,
+        k_p_Sc43 = 8,
+        k_p_nse_Fe56 = 9,
+        k_He4_C12 = 10,
+        k_He4_Ti44 = 11,
+        k_He4_Mg24 = 12,
+        k_C12_O16 = 13,
+        k_p_V47 = 14,
+        k_He4_Cr48 = 15,
+        k_p_nse_Co55 = 16,
+        k_C12_C12 = 17,
+        k_He4_Ne20 = 18,
+        k_p_Al27 = 19,
+        k_p_nse_Mn51 = 20,
+        k_p_Na23 = 21,
+        k_p_nse_Co56 = 22,
+        k_p_nse_Fe54 = 23,
+        k_He4_Fe52 = 24,
+        k_He4_S32 = 25,
+        k_He4_Mn51 = 26,
+        k_He4_Co55 = 27,
+        k_p_P31 = 28,
+        k_He4_He4 = 29,
+        k_p_nse_Ni58 = 30,
+        k_p_O16 = 31,
+        k_He4_Si28 = 32,
+        k_He4_Fe54 = 33,
+        k_p_Cl35 = 34,
+        k_O16_O16 = 35,
+        k_He4_Be8 = 36,
+        k_He4_N13 = 37,
+        NumScreenPairs = k_He4_N13
     };
 
     // rate names -- note: the rates are 1-based, not zero-based, so we pad
@@ -429,11 +479,11 @@ namespace Rates
         "He4_Cr48_to_p_nse_Mn51_reaclib",  // 25,
         "He4_Fe52_to_p_nse_Co55_reaclib",  // 26,
         "He4_He4_He4_to_C12_reaclib",  // 27,
-        "He4_N14_to_F18_removed",  // 28,
-        "p_O16_to_F17_removed",  // 29,
-        "C12_C12_to_n_Mg23_removed",  // 30,
-        "O16_O16_to_n_S31_removed",  // 31,
-        "C12_O16_to_n_Si27_removed",  // 32,
+        "He4_N14_to_F18_reaclib",  // 28,
+        "p_O16_to_F17_reaclib",  // 29,
+        "C12_C12_to_n_Mg23_reaclib",  // 30,
+        "O16_O16_to_n_S31_reaclib",  // 31,
+        "C12_O16_to_n_Si27_reaclib",  // 32,
         "p_nse_Fe54_to_Co55_reaclib",  // 33,
         "He4_Fe54_to_Ni58_reaclib",  // 34,
         "p_nse_Fe56_to_Co57_reaclib",  // 35,
@@ -445,24 +495,24 @@ namespace Rates
         "n_Co56_to_p_nse_Fe56_reaclib",  // 41,
         "p_nse_Co57_to_He4_Fe54_reaclib",  // 42,
         "n_Ni56_to_p_nse_Co56_reaclib",  // 43,
-        "He4_S32_to_Ar36_removed",  // 44,
-        "p_Cl35_to_Ar36_removed",  // 45,
-        "p_Cl35_to_He4_S32_removed",  // 46,
-        "He4_Ar36_to_Ca40_removed",  // 47,
-        "p_K39_to_Ca40_removed",  // 48,
-        "p_K39_to_He4_Ar36_removed",  // 49,
-        "He4_Ca40_to_Ti44_removed",  // 50,
-        "p_Sc43_to_Ti44_removed",  // 51,
-        "p_Sc43_to_He4_Ca40_removed",  // 52,
-        "He4_Ti44_to_Cr48_removed",  // 53,
-        "He4_Ti44_to_p_V47_removed",  // 54,
-        "p_V47_to_Cr48_removed",  // 55,
-        "n_Fe52_to_Fe53_removed",  // 56,
-        "n_Fe53_to_Fe54_removed",  // 57,
-        "n_Fe54_to_Fe55_removed",  // 58,
-        "n_Fe55_to_Fe56_removed",  // 59,
-        "n_Ni56_to_Ni57_removed",  // 60,
-        "n_Ni57_to_Ni58_removed",  // 61,
+        "He4_S32_to_Ar36_reaclib",  // 44,
+        "p_Cl35_to_Ar36_reaclib",  // 45,
+        "p_Cl35_to_He4_S32_reaclib",  // 46,
+        "He4_Ar36_to_Ca40_reaclib",  // 47,
+        "p_K39_to_Ca40_reaclib",  // 48,
+        "p_K39_to_He4_Ar36_reaclib",  // 49,
+        "He4_Ca40_to_Ti44_reaclib",  // 50,
+        "p_Sc43_to_Ti44_reaclib",  // 51,
+        "p_Sc43_to_He4_Ca40_reaclib",  // 52,
+        "He4_Ti44_to_Cr48_reaclib",  // 53,
+        "He4_Ti44_to_p_V47_reaclib",  // 54,
+        "p_V47_to_Cr48_reaclib",  // 55,
+        "n_Fe52_to_Fe53_reaclib",  // 56,
+        "n_Fe53_to_Fe54_reaclib",  // 57,
+        "n_Fe54_to_Fe55_reaclib",  // 58,
+        "n_Fe55_to_Fe56_reaclib",  // 59,
+        "n_Ni56_to_Ni57_reaclib",  // 60,
+        "n_Ni57_to_Ni58_reaclib",  // 61,
         "Co56_to_Fe56_weaktab",  // 62,
         "Co56_to_Ni56_weaktab",  // 63,
         "Fe56_to_Co56_weaktab",  // 64,
@@ -520,26 +570,32 @@ namespace Rates
         "p_nse_Fe56_to_n_Co56_derived",  // 116,
         "p_nse_Co56_to_n_Ni56_derived",  // 117,
         "p_nse_Ni58_to_He4_Co55_derived",  // 118,
-        "He4_S32_to_p_Cl35_removed",  // 119,
-        "Ar36_to_He4_S32_removed",  // 120,
-        "Ar36_to_p_Cl35_removed",  // 121,
-        "He4_Ar36_to_p_K39_removed",  // 122,
-        "Ca40_to_He4_Ar36_removed",  // 123,
-        "Ca40_to_p_K39_removed",  // 124,
-        "He4_Ca40_to_p_Sc43_removed",  // 125,
-        "Ti44_to_He4_Ca40_removed",  // 126,
-        "Ti44_to_p_Sc43_removed",  // 127,
-        "Cr48_to_He4_Ti44_removed",  // 128,
-        "Cr48_to_p_V47_removed",  // 129,
-        "p_V47_to_He4_Ti44_removed",  // 130,
-        "Fe54_to_n_Fe53_removed",  // 131,
-        "Fe53_to_n_Fe52_removed",  // 132,
-        "Fe56_to_n_Fe55_removed",  // 133,
-        "Fe55_to_n_Fe54_removed",  // 134,
-        "Ni58_to_n_Ni57_removed",  // 135,
-        "Ni57_to_n_Ni56_removed"  // 136,
+        "He4_S32_to_p_Cl35_derived",  // 119,
+        "Ar36_to_He4_S32_derived",  // 120,
+        "Ar36_to_p_Cl35_derived",  // 121,
+        "He4_Ar36_to_p_K39_derived",  // 122,
+        "Ca40_to_He4_Ar36_derived",  // 123,
+        "Ca40_to_p_K39_derived",  // 124,
+        "He4_Ca40_to_p_Sc43_derived",  // 125,
+        "Ti44_to_He4_Ca40_derived",  // 126,
+        "Ti44_to_p_Sc43_derived",  // 127,
+        "Cr48_to_He4_Ti44_derived",  // 128,
+        "Cr48_to_p_V47_derived",  // 129,
+        "p_V47_to_He4_Ti44_derived",  // 130,
+        "Fe54_to_n_Fe53_derived",  // 131,
+        "Fe53_to_n_Fe52_derived",  // 132,
+        "Fe56_to_n_Fe55_derived",  // 133,
+        "Fe55_to_n_Fe54_derived",  // 134,
+        "Ni58_to_n_Ni57_derived",  // 135,
+        "Ni57_to_n_Ni56_derived"  // 136,
     };
 
+    template<std::uint8_t rate>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    constexpr amrex::Real get_p_random() {
+        return 0.0_rt;
+    }
+
 }
 
 #ifdef NSE_NET
diff --git a/networks/he-burn/he-burn-28amnp/actual_rhs.H b/networks/he-burn/he-burn-28amnp/actual_rhs.H
index 333cf1c1f8..b0f68982c7 100644
--- a/networks/he-burn/he-burn-28amnp/actual_rhs.H
+++ b/networks/he-burn/he-burn-28amnp/actual_rhs.H
@@ -1,5 +1,5 @@
-#ifndef actual_rhs_H
-#define actual_rhs_H
+#ifndef ACTUAL_RHS_H
+#define ACTUAL_RHS_H
 
 #include <AMReX_REAL.H>
 #include <AMReX_Array.H>
@@ -15,7 +15,10 @@
 #ifdef NEUTRINOS
 #include <neutrino.H>
 #endif
+#include <rate_type.H>
 #include <reaclib_rates.H>
+#include <approximate_rates.H>
+#include <modified_rates.H>
 #include <table_rates.H>
 #include <temperature_table_rates.H>
 #include <derived_rates.H>
@@ -28,9 +31,8 @@ using namespace Rates;
 
 using namespace rate_tables;
 
-
 template<class T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void ener_gener_rate(T const& dydt, amrex::Real& enuc)
 {
 
@@ -49,17 +51,14 @@ void ener_gener_rate(T const& dydt, amrex::Real& enuc)
 }
 
 
+#ifdef SCREENING
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void evaluate_rates(const burn_t& state,
-                    const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
-                    T& rate_eval) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void evaluate_screening(const burn_t& state,
+                        const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                        T& rate_eval) {
 
-    // here Y is consistent with state.xn
-
-    [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
-
-    // Calculate Reaclib rates
+    // Evaluate screening terms
 
     using number_t = std::conditional_t<do_T_derivatives, autodiff::dual, amrex::Real>;
     number_t temp = state.T;
@@ -68,756 +67,426 @@ void evaluate_rates(const burn_t& state,
         autodiff::seed(temp);
     }
 
-#ifdef SCREENING
     plasma_state_t<number_t> pstate{};
     fill_plasma_state(pstate, temp, state.rho, Y);
-#endif
-
-    const tf_t tfactors = evaluate_tfactors(state.T);
-
-    fill_reaclib_rates<do_T_derivatives, T>(tfactors, rate_eval);
-
-    temp_tabular::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
-
-    // Calculate Derived Rates. This should go last but before approx rates.
-    fill_derived_rates<do_T_derivatives, T>(tfactors, rate_eval);
-
-
-#ifdef SCREENING
-    // Evaluate screening factors
-
-    amrex::Real ratraw, dratraw_dT;
-    amrex::Real scor, dscor_dt;
-    [[maybe_unused]] amrex::Real scor2, dscor2_dt;
 
+    amrex::Real log_scor, dlog_scor_dT;
 
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 6.0_rt, 12.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_C12) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_C12) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_C12_to_N13_reaclib);
-    rate_eval.screened_rates(k_p_C12_to_N13_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 6.0_rt, 12.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_C12_to_O16_reaclib);
-    rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 16.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib);
-    rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_O16) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 10.0_rt, 20.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 14.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib);
-    rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ne20_to_p_Na23_derived);
-    rate_eval.screened_rates(k_He4_Ne20_to_p_Na23_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ne20_to_p_Na23_derived);
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_p_Na23_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_N14) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_N14) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 11.0_rt, 23.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 27.0_rt, 57.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Na23_to_Mg24_reaclib);
-    rate_eval.screened_rates(k_p_Na23_to_Mg24_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Na23_to_Mg24_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_Mg24_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Na23_to_He4_Ne20_reaclib);
-    rate_eval.screened_rates(k_p_Na23_to_He4_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Na23_to_He4_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_He4_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 12.0_rt, 24.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Mg24_to_Si28_reaclib);
-    rate_eval.screened_rates(k_He4_Mg24_to_Si28_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mg24_to_Si28_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_Si28_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Mg24_to_p_Al27_derived);
-    rate_eval.screened_rates(k_He4_Mg24_to_p_Al27_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mg24_to_p_Al27_derived);
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_p_Al27_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_nse_Co57) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_nse_Co57) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 13.0_rt, 27.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 19.0_rt, 39.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Al27_to_Si28_reaclib);
-    rate_eval.screened_rates(k_p_Al27_to_Si28_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Al27_to_Si28_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_Si28_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Al27_to_He4_Mg24_reaclib);
-    rate_eval.screened_rates(k_p_Al27_to_He4_Mg24_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Al27_to_He4_Mg24_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_He4_Mg24_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_K39) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_K39) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 14.0_rt, 28.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 20.0_rt, 40.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Si28_to_S32_reaclib);
-    rate_eval.screened_rates(k_He4_Si28_to_S32_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Si28_to_S32_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_S32_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ca40) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ca40) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Si28_to_p_P31_derived);
-    rate_eval.screened_rates(k_He4_Si28_to_p_P31_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Si28_to_p_P31_derived);
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_p_P31_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 18.0_rt, 36.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ar36) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ar36) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 15.0_rt, 31.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 21.0_rt, 43.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Sc43) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Sc43) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_P31_to_S32_reaclib);
-    rate_eval.screened_rates(k_p_P31_to_S32_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_P31_to_S32_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_P31_to_S32_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_P31_to_He4_Si28_reaclib);
-    rate_eval.screened_rates(k_p_P31_to_He4_Si28_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_P31_to_He4_Si28_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_P31_to_He4_Si28_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 26.0_rt, 56.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_nse_Fe56) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_nse_Fe56) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 24.0_rt, 48.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 6.0_rt, 12.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Cr48_to_Fe52_reaclib);
-    rate_eval.screened_rates(k_He4_Cr48_to_Fe52_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cr48_to_Fe52_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cr48_to_Fe52_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_C12) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_C12) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Cr48_to_p_nse_Mn51_reaclib);
-    rate_eval.screened_rates(k_He4_Cr48_to_p_nse_Mn51_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cr48_to_p_nse_Mn51_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cr48_to_p_nse_Mn51_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 25.0_rt, 51.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_nse_Mn51_to_Fe52_reaclib);
-    rate_eval.screened_rates(k_p_nse_Mn51_to_Fe52_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_nse_Mn51_to_Fe52_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_nse_Mn51_to_Fe52_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_nse_Mn51_to_He4_Cr48_derived);
-    rate_eval.screened_rates(k_p_nse_Mn51_to_He4_Cr48_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_nse_Mn51_to_He4_Cr48_derived);
-        rate_eval.dscreened_rates_dT(k_p_nse_Mn51_to_He4_Cr48_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 22.0_rt, 44.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ti44) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ti44) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 25.0_rt, 51.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 12.0_rt, 24.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Mg24) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Mg24) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Mn51_to_Co55_reaclib);
-    rate_eval.screened_rates(k_He4_Mn51_to_Co55_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mn51_to_Co55_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Mn51_to_Co55_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(6.0_rt, 12.0_rt, 8.0_rt, 16.0_rt);
+        static_assert(scn_fac.z1 == 6.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_C12_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_C12_O16) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Mn51_to_p_nse_Fe54_reaclib);
-    rate_eval.screened_rates(k_He4_Mn51_to_p_nse_Fe54_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mn51_to_p_nse_Fe54_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Mn51_to_p_nse_Fe54_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 23.0_rt, 47.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_V47) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_V47) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 26.0_rt, 52.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 24.0_rt, 48.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Fe52_to_Ni56_reaclib);
-    rate_eval.screened_rates(k_He4_Fe52_to_Ni56_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Fe52_to_p_nse_Co55_reaclib);
-    rate_eval.screened_rates(k_He4_Fe52_to_p_nse_Co55_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_nse_Co55_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_nse_Co55_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Cr48) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Cr48) = dlog_scor_dT;
+        }
     }
 
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 27.0_rt, 55.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_nse_Co55_to_Ni56_reaclib);
-    rate_eval.screened_rates(k_p_nse_Co55_to_Ni56_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_nse_Co55_to_Ni56_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_nse_Co55_to_Ni56_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_nse_Co55_to_He4_Fe52_derived);
-    rate_eval.screened_rates(k_p_nse_Co55_to_He4_Fe52_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_nse_Co55_to_He4_Fe52_derived);
-        rate_eval.dscreened_rates_dT(k_p_nse_Co55_to_He4_Fe52_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_nse_Co55) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_nse_Co55) = dlog_scor_dT;
+        }
     }
 
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(6.0_rt, 12.0_rt, 6.0_rt, 12.0_rt);
         static_assert(scn_fac.z1 == 6.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_C12_C12) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_C12_C12) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib);
-    rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib);
-    rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_C12_to_Mg24_modified);
-    rate_eval.screened_rates(k_C12_C12_to_Mg24_modified) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_C12_to_Mg24_modified);
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_Mg24_modified) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 13.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 10.0_rt, 20.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib);
-    rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(6.0_rt, 12.0_rt, 8.0_rt, 16.0_rt);
-        static_assert(scn_fac.z1 == 6.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_O16_to_p_Al27_reaclib);
-    rate_eval.screened_rates(k_C12_O16_to_p_Al27_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_O16_to_p_Al27_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_p_Al27_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ne20) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ne20) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_C12_O16_to_He4_Mg24_reaclib);
-    rate_eval.screened_rates(k_C12_O16_to_He4_Mg24_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_O16_to_He4_Mg24_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_He4_Mg24_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_O16_to_Si28_modified);
-    rate_eval.screened_rates(k_C12_O16_to_Si28_modified) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_O16_to_Si28_modified);
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_Si28_modified) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(8.0_rt, 16.0_rt, 8.0_rt, 16.0_rt);
-        static_assert(scn_fac.z1 == 8.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_O16_O16_to_p_P31_reaclib);
-    rate_eval.screened_rates(k_O16_O16_to_p_P31_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_O16_O16_to_p_P31_reaclib);
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_p_P31_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_O16_O16_to_He4_Si28_reaclib);
-    rate_eval.screened_rates(k_O16_O16_to_He4_Si28_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_O16_O16_to_He4_Si28_reaclib);
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_He4_Si28_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_O16_O16_to_S32_modified);
-    rate_eval.screened_rates(k_O16_O16_to_S32_modified) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_O16_O16_to_S32_modified);
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_S32_modified) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 2.0_rt, 4.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 13.0_rt, 27.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Al27) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Al27) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac2 = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 4.0_rt, 8.0_rt);
-        static_assert(scn_fac2.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac2, scor2, dscor2_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib);
-    rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib) *= scor * scor2;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib) = ratraw * (scor * dscor2_dt + dscor_dt * scor2) + dratraw_dT * scor * scor2;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 25.0_rt, 51.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_nse_Mn51) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_nse_Mn51) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 14.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_N14_to_Ne20_modified);
-    rate_eval.screened_rates(k_He4_N14_to_Ne20_modified) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_N14_to_Ne20_modified);
-        rate_eval.dscreened_rates_dT(k_He4_N14_to_Ne20_modified) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 11.0_rt, 23.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Na23) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Na23) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 16.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 27.0_rt, 56.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_O16_to_N14_He4_modified);
-    rate_eval.screened_rates(k_p_O16_to_N14_He4_modified) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O16_to_N14_He4_modified);
-        rate_eval.dscreened_rates_dT(k_p_O16_to_N14_He4_modified) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_O16_to_He4_N13_derived);
-    rate_eval.screened_rates(k_p_O16_to_He4_N13_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O16_to_He4_N13_derived);
-        rate_eval.dscreened_rates_dT(k_p_O16_to_He4_N13_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_nse_Co56) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_nse_Co56) = dlog_scor_dT;
+        }
     }
 
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 26.0_rt, 54.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_nse_Fe54_to_Co55_reaclib);
-    rate_eval.screened_rates(k_p_nse_Fe54_to_Co55_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_nse_Fe54_to_Co55_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_nse_Fe54_to_Co55_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_nse_Fe54_to_He4_Mn51_derived);
-    rate_eval.screened_rates(k_p_nse_Fe54_to_He4_Mn51_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_nse_Fe54_to_He4_Mn51_derived);
-        rate_eval.dscreened_rates_dT(k_p_nse_Fe54_to_He4_Mn51_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_nse_Fe54) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_nse_Fe54) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 26.0_rt, 54.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 26.0_rt, 52.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Fe54_to_Ni58_reaclib);
-    rate_eval.screened_rates(k_He4_Fe54_to_Ni58_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe54_to_Ni58_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Fe54_to_Ni58_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Fe54_to_p_nse_Co57_derived);
-    rate_eval.screened_rates(k_He4_Fe54_to_p_nse_Co57_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe54_to_p_nse_Co57_derived);
-        rate_eval.dscreened_rates_dT(k_He4_Fe54_to_p_nse_Co57_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Fe52) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Fe52) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 26.0_rt, 56.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_nse_Fe56_to_Co57_reaclib);
-    rate_eval.screened_rates(k_p_nse_Fe56_to_Co57_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_nse_Fe56_to_Co57_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_nse_Fe56_to_Co57_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_nse_Fe56_to_n_Co56_derived);
-    rate_eval.screened_rates(k_p_nse_Fe56_to_n_Co56_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_nse_Fe56_to_n_Co56_derived);
-        rate_eval.dscreened_rates_dT(k_p_nse_Fe56_to_n_Co56_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 16.0_rt, 32.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_S32) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_S32) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 27.0_rt, 57.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_nse_Co57_to_Ni58_reaclib);
-    rate_eval.screened_rates(k_p_nse_Co57_to_Ni58_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_nse_Co57_to_Ni58_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_nse_Co57_to_Ni58_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_nse_Co57_to_He4_Fe54_reaclib);
-    rate_eval.screened_rates(k_p_nse_Co57_to_He4_Fe54_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_nse_Co57_to_He4_Fe54_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_nse_Co57_to_He4_Fe54_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 25.0_rt, 51.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Mn51) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Mn51) = dlog_scor_dT;
+        }
     }
 
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 27.0_rt, 55.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Co55_to_p_nse_Ni58_reaclib);
-    rate_eval.screened_rates(k_He4_Co55_to_p_nse_Ni58_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Co55_to_p_nse_Ni58_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Co55_to_p_nse_Ni58_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Co55) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Co55) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 27.0_rt, 56.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 15.0_rt, 31.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_P31) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_P31) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_nse_Co56_to_n_Ni56_derived);
-    rate_eval.screened_rates(k_p_nse_Co56_to_n_Ni56_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_nse_Co56_to_n_Ni56_derived);
-        rate_eval.dscreened_rates_dT(k_p_nse_Co56_to_n_Ni56_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 2.0_rt, 4.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_He4) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_He4) = dlog_scor_dT;
+        }
     }
 
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 28.0_rt, 58.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_nse_Ni58) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_nse_Ni58) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_nse_Ni58_to_He4_Co55_derived);
-    rate_eval.screened_rates(k_p_nse_Ni58_to_He4_Co55_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_nse_Ni58_to_He4_Co55_derived);
-        rate_eval.dscreened_rates_dT(k_p_nse_Ni58_to_He4_Co55_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 16.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_O16) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 16.0_rt, 32.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 14.0_rt, 28.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_S32_to_Ar36_removed);
-    rate_eval.screened_rates(k_He4_S32_to_Ar36_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_removed);
-        rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Si28) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Si28) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_S32_to_p_Cl35_removed);
-    rate_eval.screened_rates(k_He4_S32_to_p_Cl35_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_removed);
-        rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 26.0_rt, 54.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Fe54) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Fe54) = dlog_scor_dT;
+        }
     }
 
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 17.0_rt, 35.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cl35_to_Ar36_removed);
-    rate_eval.screened_rates(k_p_Cl35_to_Ar36_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_removed);
-        rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cl35_to_He4_S32_removed);
-    rate_eval.screened_rates(k_p_Cl35_to_He4_S32_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_removed);
-        rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Cl35) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Cl35) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 18.0_rt, 36.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ar36_to_Ca40_removed);
-    rate_eval.screened_rates(k_He4_Ar36_to_Ca40_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ar36_to_p_K39_removed);
-    rate_eval.screened_rates(k_He4_Ar36_to_p_K39_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(8.0_rt, 16.0_rt, 8.0_rt, 16.0_rt);
+        static_assert(scn_fac.z1 == 8.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_O16_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_O16_O16) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 19.0_rt, 39.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_K39_to_Ca40_removed);
-    rate_eval.screened_rates(k_p_K39_to_Ca40_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_removed);
-        rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_K39_to_He4_Ar36_removed);
-    rate_eval.screened_rates(k_p_K39_to_He4_Ar36_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_removed);
-        rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 4.0_rt, 8.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Be8) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Be8) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 20.0_rt, 40.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 13.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_N13) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_N13) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Ca40_to_Ti44_removed);
-    rate_eval.screened_rates(k_He4_Ca40_to_Ti44_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+}
+#endif
 
-    ratraw = rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_removed);
-    rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
 
+template <int do_T_derivatives, typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void evaluate_rates(const burn_t& state,
+                    const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                    T& rate_eval) {
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 21.0_rt, 43.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
+    // here Y is consistent with state.xn
 
-    ratraw = rate_eval.screened_rates(k_p_Sc43_to_Ti44_removed);
-    rate_eval.screened_rates(k_p_Sc43_to_Ti44_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_removed);
-        rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
 
-    ratraw = rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_removed);
-    rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_removed);
-        rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    const tf_t tfactors = evaluate_tfactors(state.T);
 
+    // Precompute screening terms
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 22.0_rt, 44.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
+#ifdef SCREENING
+    evaluate_screening<do_T_derivatives, T>(state, Y, rate_eval);
+#endif
 
-    ratraw = rate_eval.screened_rates(k_He4_Ti44_to_Cr48_removed);
-    rate_eval.screened_rates(k_He4_Ti44_to_Cr48_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    // Fill in different rates
 
-    ratraw = rate_eval.screened_rates(k_He4_Ti44_to_p_V47_removed);
-    rate_eval.screened_rates(k_He4_Ti44_to_p_V47_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    fill_reaclib_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
+    temp_tabular::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 23.0_rt, 47.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
+    // fill modified rates next -- these can have ReacLib or
+    // TemperatureTabular/StarLib rates as the original rate
+    modified_rates::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
-    ratraw = rate_eval.screened_rates(k_p_V47_to_Cr48_removed);
-    rate_eval.screened_rates(k_p_V47_to_Cr48_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_removed);
-        rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    // Calculate Derived Rates next. This should go last but before
+    // approx rates, since those may have ReacLibRate,
+    // TemperatureTabularRate / StarLibRate, or DerivedRate as the
+    // underlying rate.
 
-    ratraw = rate_eval.screened_rates(k_p_V47_to_He4_Ti44_removed);
-    rate_eval.screened_rates(k_p_V47_to_He4_Ti44_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_removed);
-        rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    fill_derived_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
-#endif
 
     // Fill approximate rates
 
     fill_approx_rates<do_T_derivatives, T>(tfactors, state.rho, Y, rate_eval);
 
-    // Calculate tabular rates
+    // Calculate tabular weak rates
 
     [[maybe_unused]] amrex::Real rate, drate_dt, edot_nu, edot_gamma;
 
@@ -880,7 +549,7 @@ void evaluate_rates(const burn_t& state,
 
 // backwards-compatible wrapper
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void evaluate_rates(const burn_t& state,
                     T& rate_eval) {
 
@@ -895,17 +564,19 @@ void evaluate_rates(const burn_t& state,
 
 
 #ifdef NSE_NET
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_ydot_weak(const burn_t& state,
-             amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
-             amrex::Real& enuc_weak,
-             [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y) {
+                   amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
+                   amrex::Real& enuc_weak,
+                   [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y) {
     ///
     /// Calculate Ydots contribute only from weak reactions.
     /// This is used to calculate dyedt and energy generation from
     /// weak reactions for self-consistent NSE
     ///
 
+    using namespace modified_rates;
+    using namespace temp_tabular;
 
     // initialize ydot_nuc to 0
 
@@ -915,65 +586,100 @@ void get_ydot_weak(const burn_t& state,
 
     rate_t rate_eval;
 
-    [[maybe_unused]] amrex::Real rate, drate_dt, edot_nu, edot_gamma;
+    constexpr int do_T_derivatives = 0;
+    [[maybe_unused]] amrex::Real rate, drate_dT, edot_nu, edot_gamma;
     [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
 
     rate_eval.enuc_weak = 0.0_rt;
 
-    // Calculate tabular rates and get ydot_weak
+    // Compute all weak rates and get ydot_weak
+
+#ifdef SCREENING
+    {
+        plasma_state_t<amrex::Real> pstate{};
+        fill_plasma_state(pstate, state.T, state.rho, Y);
+        amrex::Real log_scor, dlog_scor_dT;
+        {
+            constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 16.0_rt);
+            static_assert(scn_fac.z1 == 1.0_rt);
+            actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+            rate_eval.log_screen(k_p_O16) = log_scor;
+        }
+
+    }
+#endif
+
+    const tf_t tfactors = evaluate_tfactors(state.T);
+
+    {
+        // p_O16_to_N14_He4_modified
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O16);
+#endif
+        rate_p_O16_to_N14_He4_modified<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_O16_to_N14_He4_modified) = rate;
+    }
 
     amrex::Real log_temp = std::log10(state.T);
     amrex::Real log_rhoy = std::log10(rhoy);
 
     tabular_evaluate(j_Co56_Fe56_meta, j_Co56_Fe56_rhoy, j_Co56_Fe56_temp, j_Co56_Fe56_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Co56_to_Fe56_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Co56) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Co56_Ni56_meta, j_Co56_Ni56_rhoy, j_Co56_Ni56_temp, j_Co56_Ni56_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Co56_to_Ni56_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Co56) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Fe56_Co56_meta, j_Fe56_Co56_rhoy, j_Fe56_Co56_temp, j_Fe56_Co56_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Fe56_to_Co56_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Fe56) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ni56_Co56_meta, j_Ni56_Co56_rhoy, j_Ni56_Co56_temp, j_Ni56_Co56_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ni56_to_Co56_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ni56) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_n_p_meta, j_n_p_rhoy, j_n_p_temp, j_n_p_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_n_to_p_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(N) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_p_n_meta, j_p_n_rhoy, j_p_n_temp, j_p_n_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_p_to_n_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(H1) * (edot_nu + edot_gamma);
 
-    auto screened_rates = rate_eval.screened_rates;
+
+    const auto& screened_rates = rate_eval.screened_rates;
 
     ydot_nuc(N) =
         (-screened_rates(k_n_to_p_weaktab)*Y(N) + screened_rates(k_p_to_n_weaktab)*Y(H1));
 
     ydot_nuc(H1) =
+        -2.0*screened_rates(k_p_O16_to_N14_He4_modified)*Y(O16)*Y(H1)*state.rho +
         (screened_rates(k_n_to_p_weaktab)*Y(N) + -screened_rates(k_p_to_n_weaktab)*Y(H1));
 
     ydot_nuc(P_nse) = 0.0_rt;
 
-    ydot_nuc(He4) = 0.0_rt;
+    ydot_nuc(He4) =
+        screened_rates(k_p_O16_to_N14_He4_modified)*Y(O16)*Y(H1)*state.rho;
 
     ydot_nuc(C12) = 0.0_rt;
 
     ydot_nuc(N13) = 0.0_rt;
 
-    ydot_nuc(N14) = 0.0_rt;
+    ydot_nuc(N14) =
+        screened_rates(k_p_O16_to_N14_He4_modified)*Y(O16)*Y(H1)*state.rho;
 
-    ydot_nuc(O16) = 0.0_rt;
+    ydot_nuc(O16) =
+        -screened_rates(k_p_O16_to_N14_He4_modified)*Y(O16)*Y(H1)*state.rho;
 
     ydot_nuc(Ne20) = 0.0_rt;
 
@@ -1024,7 +730,7 @@ void get_ydot_weak(const burn_t& state,
 #endif
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void rhs_nuc(const burn_t& state,
              amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
              const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
@@ -1258,7 +964,7 @@ void rhs_nuc(const burn_t& state,
 }
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void actual_rhs (const burn_t& state, amrex::Array1D<amrex::Real, 1, neqs>& ydot)
 {
 
@@ -1305,7 +1011,7 @@ void actual_rhs (const burn_t& state, amrex::Array1D<amrex::Real, 1, neqs>& ydot
 
 
 template<class MatrixType>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void jac_nuc(const burn_t& state,
              MatrixType& jac,
              const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
@@ -3113,7 +2819,7 @@ void jac_nuc(const burn_t& state,
 
 
 template<class MatrixType>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void actual_jac(const burn_t& state, MatrixType& jac)
 {
 
diff --git a/networks/he-burn/he-burn-28amnp/approximate_rates.H b/networks/he-burn/he-burn-28amnp/approximate_rates.H
new file mode 100644
index 0000000000..317921bafa
--- /dev/null
+++ b/networks/he-burn/he-burn-28amnp/approximate_rates.H
@@ -0,0 +1,391 @@
+#ifndef APPROXIMATE_RATES_H
+#define APPROXIMATE_RATES_H
+
+#include <AMReX.H>
+#include <AMReX_Print.H>
+
+#include <tfactors.H>
+#include <actual_network.H>
+#include <rate_type.H>
+
+using namespace Rates;
+using namespace Species;
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_S32_He4_to_Ar36_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Cl35_to_Ar36_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Cl35_to_He4_S32_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ag = rate_eval.screened_rates(k_He4_S32_to_Ar36_reaclib);
+    amrex::Real r_ap = rate_eval.screened_rates(k_He4_S32_to_p_Cl35_derived);
+    rate = r_ag + r_ap * r_pg * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_reaclib);
+        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_reaclib);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ar36_to_S32_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Cl35_to_Ar36_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Cl35_to_He4_S32_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ga = rate_eval.screened_rates(k_Ar36_to_He4_S32_derived);
+    amrex::Real r_gp = rate_eval.screened_rates(k_Ar36_to_p_Cl35_derived);
+    rate = r_ga + r_gp * r_pa * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ar36_to_He4_S32_derived);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_reaclib);
+        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ar36_to_p_Cl35_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ar36_He4_to_Ca40_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_K39_to_Ca40_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_K39_to_He4_Ar36_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ar36_to_Ca40_reaclib);
+    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ar36_to_p_K39_derived);
+    rate = r_ag + r_ap * r_pg * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_reaclib);
+        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_reaclib);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca40_to_Ar36_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_K39_to_Ca40_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_K39_to_He4_Ar36_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ga = rate_eval.screened_rates(k_Ca40_to_He4_Ar36_derived);
+    amrex::Real r_gp = rate_eval.screened_rates(k_Ca40_to_p_K39_derived);
+    rate = r_ga + r_gp * r_pa * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ca40_to_He4_Ar36_derived);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_reaclib);
+        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ca40_to_p_K39_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca40_He4_to_Ti44_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Sc43_to_Ti44_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ca40_to_Ti44_reaclib);
+    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_derived);
+    rate = r_ag + r_ap * r_pg * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_reaclib);
+        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_reaclib);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti44_to_Ca40_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Sc43_to_Ti44_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ga = rate_eval.screened_rates(k_Ti44_to_He4_Ca40_derived);
+    amrex::Real r_gp = rate_eval.screened_rates(k_Ti44_to_p_Sc43_derived);
+    rate = r_ga + r_gp * r_pa * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ti44_to_He4_Ca40_derived);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_reaclib);
+        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ti44_to_p_Sc43_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti44_He4_to_Cr48_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_V47_to_Cr48_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_V47_to_He4_Ti44_derived);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ti44_to_Cr48_reaclib);
+    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ti44_to_p_V47_reaclib);
+    rate = r_ag + r_ap * r_pg * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_reaclib);
+        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_reaclib);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_reaclib);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_derived);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr48_to_Ti44_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_V47_to_Cr48_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_V47_to_He4_Ti44_derived);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ga = rate_eval.screened_rates(k_Cr48_to_He4_Ti44_derived);
+    amrex::Real r_gp = rate_eval.screened_rates(k_Cr48_to_p_V47_derived);
+    rate = r_ga + r_gp * r_pa * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Cr48_to_He4_Ti44_derived);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_derived);
+        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Cr48_to_p_V47_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe52_n_n_to_Fe54_approx(const T& rate_eval, const amrex::Real rho, const amrex::Array1D<amrex::Real, 1, NumSpec>& Y, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real Yn = Y(N);
+    amrex::Real r1_ng = rate_eval.screened_rates(k_n_Fe52_to_Fe53_reaclib);
+    amrex::Real r2_ng = rate_eval.screened_rates(k_n_Fe53_to_Fe54_reaclib);
+    amrex::Real r1_gn = rate_eval.screened_rates(k_Fe53_to_n_Fe52_derived);
+    amrex::Real dd = 1.0_rt / (rho * Yn * r2_ng + r1_gn);
+    rate = r1_ng * r2_ng * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real dr1dT_ng = rate_eval.dscreened_rates_dT(k_n_Fe52_to_Fe53_reaclib);
+        amrex::Real dr2dT_ng = rate_eval.dscreened_rates_dT(k_n_Fe53_to_Fe54_reaclib);
+        amrex::Real dr1dT_gn = rate_eval.dscreened_rates_dT(k_Fe53_to_n_Fe52_derived);
+        drate_dT = dr1dT_ng * r2_ng * dd + r1_ng * dr2dT_ng * dd - r1_ng * r2_ng * dd * dd * (rho * Yn * dr2dT_ng + dr1dT_gn);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe54_to_Fe52_n_n_approx(const T& rate_eval, const amrex::Real rho, const amrex::Array1D<amrex::Real, 1, NumSpec>& Y, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real Yn = Y(N);
+    amrex::Real r1_gn = rate_eval.screened_rates(k_Fe53_to_n_Fe52_derived);
+    amrex::Real r2_gn = rate_eval.screened_rates(k_Fe54_to_n_Fe53_derived);
+    amrex::Real r2_ng = rate_eval.screened_rates(k_n_Fe53_to_Fe54_reaclib);
+    amrex::Real dd = 1.0_rt / (rho * Yn * r2_ng + r1_gn);
+    rate = r1_gn * r2_gn * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real dr1dT_gn = rate_eval.dscreened_rates_dT(k_Fe53_to_n_Fe52_derived);
+        amrex::Real dr2dT_gn = rate_eval.dscreened_rates_dT(k_Fe54_to_n_Fe53_derived);
+        amrex::Real dr2dT_ng = rate_eval.dscreened_rates_dT(k_n_Fe53_to_Fe54_reaclib);
+        drate_dT = dr1dT_gn * r2_gn * dd + r1_gn * dr2dT_gn * dd - r1_gn * r2_gn * dd * dd * (rho * Yn * dr2dT_ng + dr1dT_gn);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe54_n_n_to_Fe56_approx(const T& rate_eval, const amrex::Real rho, const amrex::Array1D<amrex::Real, 1, NumSpec>& Y, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real Yn = Y(N);
+    amrex::Real r1_ng = rate_eval.screened_rates(k_n_Fe54_to_Fe55_reaclib);
+    amrex::Real r2_ng = rate_eval.screened_rates(k_n_Fe55_to_Fe56_reaclib);
+    amrex::Real r1_gn = rate_eval.screened_rates(k_Fe55_to_n_Fe54_derived);
+    amrex::Real dd = 1.0_rt / (rho * Yn * r2_ng + r1_gn);
+    rate = r1_ng * r2_ng * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real dr1dT_ng = rate_eval.dscreened_rates_dT(k_n_Fe54_to_Fe55_reaclib);
+        amrex::Real dr2dT_ng = rate_eval.dscreened_rates_dT(k_n_Fe55_to_Fe56_reaclib);
+        amrex::Real dr1dT_gn = rate_eval.dscreened_rates_dT(k_Fe55_to_n_Fe54_derived);
+        drate_dT = dr1dT_ng * r2_ng * dd + r1_ng * dr2dT_ng * dd - r1_ng * r2_ng * dd * dd * (rho * Yn * dr2dT_ng + dr1dT_gn);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe56_to_Fe54_n_n_approx(const T& rate_eval, const amrex::Real rho, const amrex::Array1D<amrex::Real, 1, NumSpec>& Y, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real Yn = Y(N);
+    amrex::Real r1_gn = rate_eval.screened_rates(k_Fe55_to_n_Fe54_derived);
+    amrex::Real r2_gn = rate_eval.screened_rates(k_Fe56_to_n_Fe55_derived);
+    amrex::Real r2_ng = rate_eval.screened_rates(k_n_Fe55_to_Fe56_reaclib);
+    amrex::Real dd = 1.0_rt / (rho * Yn * r2_ng + r1_gn);
+    rate = r1_gn * r2_gn * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real dr1dT_gn = rate_eval.dscreened_rates_dT(k_Fe55_to_n_Fe54_derived);
+        amrex::Real dr2dT_gn = rate_eval.dscreened_rates_dT(k_Fe56_to_n_Fe55_derived);
+        amrex::Real dr2dT_ng = rate_eval.dscreened_rates_dT(k_n_Fe55_to_Fe56_reaclib);
+        drate_dT = dr1dT_gn * r2_gn * dd + r1_gn * dr2dT_gn * dd - r1_gn * r2_gn * dd * dd * (rho * Yn * dr2dT_ng + dr1dT_gn);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni56_n_n_to_Ni58_approx(const T& rate_eval, const amrex::Real rho, const amrex::Array1D<amrex::Real, 1, NumSpec>& Y, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real Yn = Y(N);
+    amrex::Real r1_ng = rate_eval.screened_rates(k_n_Ni56_to_Ni57_reaclib);
+    amrex::Real r2_ng = rate_eval.screened_rates(k_n_Ni57_to_Ni58_reaclib);
+    amrex::Real r1_gn = rate_eval.screened_rates(k_Ni57_to_n_Ni56_derived);
+    amrex::Real dd = 1.0_rt / (rho * Yn * r2_ng + r1_gn);
+    rate = r1_ng * r2_ng * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real dr1dT_ng = rate_eval.dscreened_rates_dT(k_n_Ni56_to_Ni57_reaclib);
+        amrex::Real dr2dT_ng = rate_eval.dscreened_rates_dT(k_n_Ni57_to_Ni58_reaclib);
+        amrex::Real dr1dT_gn = rate_eval.dscreened_rates_dT(k_Ni57_to_n_Ni56_derived);
+        drate_dT = dr1dT_ng * r2_ng * dd + r1_ng * dr2dT_ng * dd - r1_ng * r2_ng * dd * dd * (rho * Yn * dr2dT_ng + dr1dT_gn);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni58_to_Ni56_n_n_approx(const T& rate_eval, const amrex::Real rho, const amrex::Array1D<amrex::Real, 1, NumSpec>& Y, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real Yn = Y(N);
+    amrex::Real r1_gn = rate_eval.screened_rates(k_Ni57_to_n_Ni56_derived);
+    amrex::Real r2_gn = rate_eval.screened_rates(k_Ni58_to_n_Ni57_derived);
+    amrex::Real r2_ng = rate_eval.screened_rates(k_n_Ni57_to_Ni58_reaclib);
+    amrex::Real dd = 1.0_rt / (rho * Yn * r2_ng + r1_gn);
+    rate = r1_gn * r2_gn * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real dr1dT_gn = rate_eval.dscreened_rates_dT(k_Ni57_to_n_Ni56_derived);
+        amrex::Real dr2dT_gn = rate_eval.dscreened_rates_dT(k_Ni58_to_n_Ni57_derived);
+        amrex::Real dr2dT_ng = rate_eval.dscreened_rates_dT(k_n_Ni57_to_Ni58_reaclib);
+        drate_dT = dr1dT_gn * r2_gn * dd + r1_gn * dr2dT_gn * dd - r1_gn * r2_gn * dd * dd * (rho * Yn * dr2dT_ng + dr1dT_gn);
+    }
+}
+
+
+
+template <int do_T_derivatives, typename T>
+AMREX_GPU_HOST_DEVICE AMREX_INLINE
+void
+fill_approx_rates([[maybe_unused]] const tf_t& tfactors,
+                  [[maybe_unused]] const amrex::Real rho,
+                  [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                  [[maybe_unused]] T& rate_eval)
+{
+
+    [[maybe_unused]] amrex::Real rate{};
+    [[maybe_unused]] amrex::Real drate_dT{};
+
+    rate_S32_He4_to_Ar36_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_S32_He4_to_Ar36_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_S32_He4_to_Ar36_approx) = drate_dT;
+    }
+
+    rate_Ar36_to_S32_He4_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ar36_to_S32_He4_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ar36_to_S32_He4_approx) = drate_dT;
+    }
+
+    rate_Ar36_He4_to_Ca40_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ar36_He4_to_Ca40_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ar36_He4_to_Ca40_approx) = drate_dT;
+    }
+
+    rate_Ca40_to_Ar36_He4_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ca40_to_Ar36_He4_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ca40_to_Ar36_He4_approx) = drate_dT;
+    }
+
+    rate_Ca40_He4_to_Ti44_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ca40_He4_to_Ti44_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ca40_He4_to_Ti44_approx) = drate_dT;
+    }
+
+    rate_Ti44_to_Ca40_He4_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ti44_to_Ca40_He4_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ti44_to_Ca40_He4_approx) = drate_dT;
+    }
+
+    rate_Ti44_He4_to_Cr48_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ti44_He4_to_Cr48_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ti44_He4_to_Cr48_approx) = drate_dT;
+    }
+
+    rate_Cr48_to_Ti44_He4_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Cr48_to_Ti44_He4_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Cr48_to_Ti44_He4_approx) = drate_dT;
+    }
+
+    rate_Fe52_n_n_to_Fe54_approx<T>(rate_eval, rho, Y, rate, drate_dT);
+    rate_eval.screened_rates(k_Fe52_n_n_to_Fe54_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Fe52_n_n_to_Fe54_approx) = drate_dT;
+    }
+
+    rate_Fe54_to_Fe52_n_n_approx<T>(rate_eval, rho, Y, rate, drate_dT);
+    rate_eval.screened_rates(k_Fe54_to_Fe52_n_n_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Fe54_to_Fe52_n_n_approx) = drate_dT;
+    }
+
+    rate_Fe54_n_n_to_Fe56_approx<T>(rate_eval, rho, Y, rate, drate_dT);
+    rate_eval.screened_rates(k_Fe54_n_n_to_Fe56_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Fe54_n_n_to_Fe56_approx) = drate_dT;
+    }
+
+    rate_Fe56_to_Fe54_n_n_approx<T>(rate_eval, rho, Y, rate, drate_dT);
+    rate_eval.screened_rates(k_Fe56_to_Fe54_n_n_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Fe56_to_Fe54_n_n_approx) = drate_dT;
+    }
+
+    rate_Ni56_n_n_to_Ni58_approx<T>(rate_eval, rho, Y, rate, drate_dT);
+    rate_eval.screened_rates(k_Ni56_n_n_to_Ni58_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ni56_n_n_to_Ni58_approx) = drate_dT;
+    }
+
+    rate_Ni58_to_Ni56_n_n_approx<T>(rate_eval, rho, Y, rate, drate_dT);
+    rate_eval.screened_rates(k_Ni58_to_Ni56_n_n_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ni58_to_Ni56_n_n_approx) = drate_dT;
+    }
+
+
+}
+
+#endif
diff --git a/networks/he-burn/he-burn-28amnp/derived_rates.H b/networks/he-burn/he-burn-28amnp/derived_rates.H
index c521e9a5d7..c2745e4565 100644
--- a/networks/he-burn/he-burn-28amnp/derived_rates.H
+++ b/networks/he-burn/he-burn-28amnp/derived_rates.H
@@ -10,8 +10,8 @@
 using namespace Rates;
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_N13_to_p_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_N13_to_p_C12_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // N13 --> p + C12
 
@@ -49,13 +49,13 @@ void rate_N13_to_p_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  40.059128683693466 + -22.553277271250543 * tfactors.T9i + -13.692 * tfactors.T913i + -0.230881 * tfactors.T913
                          + 4.44362 * tfactors.T9 + -3.15898 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  22.553277271250543 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -13.692 * tfactors.T943i + (1.0/3.0) * -0.230881 * tfactors.T923i
                                   + 4.44362 + (5.0/3.0) * -3.15898 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -70,13 +70,13 @@ void rate_N13_to_p_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  40.45372868369347 + -26.331767271250545 * tfactors.T9i + -5.10735 * tfactors.T913i + -2.24111 * tfactors.T913
                          + 0.148883 * tfactors.T9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  26.331767271250545 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -5.10735 * tfactors.T943i + (1.0/3.0) * -2.24111 * tfactors.T923i
                                   + 0.148883;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -90,8 +90,8 @@ void rate_N13_to_p_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_to_He4_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O16_to_He4_C12_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // O16 --> He4 + C12
 
@@ -128,13 +128,13 @@ void rate_O16_to_He4_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  279.29694929711803 + -84.95157686791683 * tfactors.T9i + 103.411 * tfactors.T913i + -420.567 * tfactors.T913
                          + 64.0874 * tfactors.T9 + -12.4624 * tfactors.T953 + 138.803 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  84.95157686791683 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 103.411 * tfactors.T943i + (1.0/3.0) * -420.567 * tfactors.T923i
                                   + 64.0874 + (5.0/3.0) * -12.4624 * tfactors.T923 + 138.803 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -149,13 +149,13 @@ void rate_O16_to_He4_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  94.31554929711803 + -84.50314686791683 * tfactors.T9i + 58.9128 * tfactors.T913i + -148.273 * tfactors.T913
                          + 9.08324 * tfactors.T9 + -0.541041 * tfactors.T953 + 71.8554 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  84.50314686791683 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 58.9128 * tfactors.T943i + (1.0/3.0) * -148.273 * tfactors.T923i
                                   + 9.08324 + (5.0/3.0) * -0.541041 * tfactors.T923 + 71.8554 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -169,8 +169,8 @@ void rate_O16_to_He4_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ne20 --> He4 + O16
 
@@ -205,12 +205,12 @@ void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     // ReacLib set derived from co10r
     ln_set_rate =  28.644822801502126 + -65.24608327101186 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  65.24608327101186 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -225,13 +225,13 @@ void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  48.662112801502126 + -54.887583271011856 * tfactors.T9i + -39.7262 * tfactors.T913i + -0.210799 * tfactors.T913
                          + 0.442879 * tfactors.T9 + -0.0797753 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  54.887583271011856 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.7262 * tfactors.T943i + (1.0/3.0) * -0.210799 * tfactors.T923i
                                   + 0.442879 + (5.0/3.0) * -0.0797753 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -246,13 +246,13 @@ void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  34.267592801502126 + -67.65188327101185 * tfactors.T9i + -3.65925 * tfactors.T913
                          + 0.714224 * tfactors.T9 + -0.00107508 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  67.65188327101185 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -3.65925 * tfactors.T923i
                                   + 0.714224 + (5.0/3.0) * -0.00107508 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -266,8 +266,8 @@ void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Mg24 --> p + Na23
 
@@ -303,13 +303,13 @@ void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  34.107544561463015 + -138.96838756220697 * tfactors.T9i + -0.360588 * tfactors.T913
                          + 1.4187 * tfactors.T9 + -0.184061 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  138.96838756220697 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.360588 * tfactors.T923i
                                   + 1.4187 + (5.0/3.0) * -0.184061 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -323,12 +323,12 @@ void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     // ReacLib set derived from il10r
     ln_set_rate =  20.02229456146302 + -137.30028756220696 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  137.30028756220696 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -343,13 +343,13 @@ void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  43.95564456146302 + -135.68809756220696 * tfactors.T9i + -20.6428 * tfactors.T913i + 1.52954 * tfactors.T913
                          + 2.7487 * tfactors.T9 + -1.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  135.68809756220696 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -20.6428 * tfactors.T943i + (1.0/3.0) * 1.52954 * tfactors.T923i
                                   + 2.7487 + (5.0/3.0) * -1.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -363,8 +363,8 @@ void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Mg24 --> He4 + Ne20
 
@@ -400,13 +400,13 @@ void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  16.022538839949377 + -120.89510873006793 * tfactors.T9i + 16.9229 * tfactors.T913
                          + -2.57325 * tfactors.T9 + 0.208997 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  120.89510873006793 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 16.9229 * tfactors.T923i
                                   + -2.57325 + (5.0/3.0) * 0.208997 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -420,12 +420,12 @@ void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amre
     // ReacLib set derived from il10r
     ln_set_rate =  26.803878839949377 + -117.33446873006793 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  117.33446873006793 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -439,12 +439,12 @@ void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amre
     // ReacLib set derived from il10r
     ln_set_rate =  -13.884691160050625 + -110.62025873006793 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  110.62025873006793 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -459,13 +459,13 @@ void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  49.32660883994937 + -108.11420873006793 * tfactors.T9i + -46.2525 * tfactors.T913i + 5.58901 * tfactors.T913
                          + 7.61843 * tfactors.T9 + -3.683 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  108.11420873006793 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -46.2525 * tfactors.T943i + (1.0/3.0) * 5.58901 * tfactors.T923i
                                   + 7.61843 + (5.0/3.0) * -3.683 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -479,8 +479,8 @@ void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Si28 --> p + Al27
 
@@ -516,13 +516,13 @@ void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  11.796402252999236 + -136.3412367256539 * tfactors.T9i + 23.8634 * tfactors.T913
                          + -3.70135 * tfactors.T9 + 0.28964 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  136.3412367256539 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 23.8634 * tfactors.T923i
                                   + -3.70135 + (5.0/3.0) * 0.28964 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -537,13 +537,13 @@ void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  111.48620225299923 + -134.8245897256539 * tfactors.T9i + -26.8327 * tfactors.T913i + -116.137 * tfactors.T913
                          + 0.00950567 * tfactors.T9 + 0.00999755 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  134.8245897256539 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -26.8327 * tfactors.T943i + (1.0/3.0) * -116.137 * tfactors.T923i
                                   + 0.00950567 + (5.0/3.0) * 0.00999755 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -558,13 +558,13 @@ void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  46.569302252999236 + -134.4372767256539 * tfactors.T9i + -23.2205 * tfactors.T913i
                          + -2.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  134.4372767256539 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -23.2205 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -578,8 +578,8 @@ void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Si28_to_He4_Mg24_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Si28_to_He4_Mg24_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Si28 --> He4 + Mg24
 
@@ -614,12 +614,12 @@ void rate_Si28_to_He4_Mg24_derived(const tf_t& tfactors, amrex::Real& rate, amre
     // ReacLib set derived from st08r
     ln_set_rate =  32.902724006057724 + -131.4900751873663 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  131.4900751873663 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -634,13 +634,13 @@ void rate_Si28_to_He4_Mg24_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -25.68644599394228 + -128.6942751873663 * tfactors.T9i + 21.3721 * tfactors.T913i + 37.7649 * tfactors.T913
                          + -4.10635 * tfactors.T9 + 0.249618 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  128.6942751873663 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 21.3721 * tfactors.T943i + (1.0/3.0) * 37.7649 * tfactors.T923i
                                   + -4.10635 + (5.0/3.0) * 0.249618 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -654,8 +654,8 @@ void rate_Si28_to_He4_Mg24_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_S32_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_S32_to_p_P31_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // S32 --> p + P31
 
@@ -691,13 +691,13 @@ void rate_S32_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  25.192389422303183 + -106.63906812813134 * tfactors.T9i + 8.09341 * tfactors.T913
                          + -0.615971 * tfactors.T9 + 0.031159 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  106.63906812813134 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 8.09341 * tfactors.T923i
                                   + -0.615971 + (5.0/3.0) * 0.031159 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -711,12 +711,12 @@ void rate_S32_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // ReacLib set derived from il10r
     ln_set_rate =  21.702443422303183 + -105.12160812813134 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  105.12160812813134 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -731,13 +731,13 @@ void rate_S32_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  43.630433422303184 + -102.86202812813134 * tfactors.T9i + -25.3278 * tfactors.T913i + 6.4931 * tfactors.T913
                          + -9.27513 * tfactors.T9 + -0.610439 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  102.86202812813134 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -25.3278 * tfactors.T943i + (1.0/3.0) * 6.4931 * tfactors.T923i
                                   + -9.27513 + (5.0/3.0) * -0.610439 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -751,8 +751,8 @@ void rate_S32_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_S32_to_He4_Si28_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_S32_to_He4_Si28_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // S32 --> He4 + Si28
 
@@ -788,13 +788,13 @@ void rate_S32_to_He4_Si28_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  72.8147025119699 + -80.62419844573513 * tfactors.T9i + -59.4896 * tfactors.T913i + 4.47205 * tfactors.T913
                          + -4.78989 * tfactors.T9 + 0.557201 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  80.62419844573513 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -59.4896 * tfactors.T943i + (1.0/3.0) * 4.47205 * tfactors.T923i
                                   + -4.78989 + (5.0/3.0) * 0.557201 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -808,8 +808,8 @@ void rate_S32_to_He4_Si28_derived(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe52_to_p_nse_Mn51_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe52_to_p_nse_Mn51_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Fe52 --> p_nse + Mn51
 
@@ -823,19 +823,19 @@ void rate_Fe52_to_p_nse_Mn51_derived(const tf_t& tfactors, amrex::Real& rate, am
     // interpolating Mn51 partition function
     get_partition_function_cached(Mn51, tfactors.T9, pf_cache, Mn51_log_pf, dMn51_log_pf_dT9);
 
-    amrex::Real p_nse_log_pf, dp_nse_log_pf_dT9;
+    amrex::Real p_log_pf, dp_log_pf_dT9;
 
-    // setting p_nse log(partition function) to 0.0 by default, independent of T
-    p_nse_log_pf = 0.0_rt;
-    dp_nse_log_pf_dT9 = 0.0_rt;
+    // setting p log(partition function) to 0.0 by default, independent of T
+    p_log_pf = 0.0_rt;
+    dp_log_pf_dT9 = 0.0_rt;
 
     amrex::Real Fe52_log_pf, dFe52_log_pf_dT9;
 
     // interpolating Fe52 partition function
     get_partition_function_cached(Fe52, tfactors.T9, pf_cache, Fe52_log_pf, dFe52_log_pf_dT9);
 
-    amrex::Real net_log_pf = p_nse_log_pf + Mn51_log_pf - Fe52_log_pf;
-    [[maybe_unused]] amrex::Real net_dlog_pf_dT9 = dp_nse_log_pf_dT9 + dMn51_log_pf_dT9 - dFe52_log_pf_dT9;
+    amrex::Real net_log_pf = p_log_pf + Mn51_log_pf - Fe52_log_pf;
+    [[maybe_unused]] amrex::Real net_dlog_pf_dT9 = dp_log_pf_dT9 + dMn51_log_pf_dT9 - dFe52_log_pf_dT9;
 
     amrex::Real ln_set_rate{0.0};
     amrex::Real dln_set_rate_dT9{0.0};
@@ -845,13 +845,13 @@ void rate_Fe52_to_p_nse_Mn51_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  61.74743132228039 + -85.61663846070292 * tfactors.T9i + -36.1825 * tfactors.T913i + 0.873042 * tfactors.T913
                          + -2.89731 * tfactors.T9 + 0.364394 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  85.61663846070292 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -36.1825 * tfactors.T943i + (1.0/3.0) * 0.873042 * tfactors.T923i
                                   + -2.89731 + (5.0/3.0) * 0.364394 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -865,8 +865,8 @@ void rate_Fe52_to_p_nse_Mn51_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe52_to_He4_Cr48_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe52_to_He4_Cr48_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Fe52 --> He4 + Cr48
 
@@ -902,13 +902,13 @@ void rate_Fe52_to_He4_Cr48_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  90.149113992515 + -92.09363997638769 * tfactors.T9i + -86.7459 * tfactors.T913i + -9.79373 * tfactors.T913
                          + -0.772169 * tfactors.T9 + 0.155883 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  92.09363997638769 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -86.7459 * tfactors.T943i + (1.0/3.0) * -9.79373 * tfactors.T923i
                                   + -0.772169 + (5.0/3.0) * 0.155883 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -922,8 +922,8 @@ void rate_Fe52_to_He4_Cr48_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Co55_to_He4_Mn51_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Co55_to_He4_Mn51_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Co55 --> He4 + Mn51
 
@@ -959,13 +959,13 @@ void rate_Co55_to_He4_Mn51_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  90.61473213109255 + -95.29300562248025 * tfactors.T9i + -89.274 * tfactors.T913i + -10.4373 * tfactors.T913
                          + 1.00492 * tfactors.T9 + -0.125548 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  95.29300562248025 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -89.274 * tfactors.T943i + (1.0/3.0) * -10.4373 * tfactors.T923i
                                   + 1.00492 + (5.0/3.0) * -0.125548 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -979,8 +979,8 @@ void rate_Co55_to_He4_Mn51_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni56_to_p_nse_Co55_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni56_to_p_nse_Co55_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ni56 --> p_nse + Co55
 
@@ -994,19 +994,19 @@ void rate_Ni56_to_p_nse_Co55_derived(const tf_t& tfactors, amrex::Real& rate, am
     // interpolating Ni56 partition function
     get_partition_function_cached(Ni56, tfactors.T9, pf_cache, Ni56_log_pf, dNi56_log_pf_dT9);
 
-    amrex::Real p_nse_log_pf, dp_nse_log_pf_dT9;
+    amrex::Real p_log_pf, dp_log_pf_dT9;
 
-    // setting p_nse log(partition function) to 0.0 by default, independent of T
-    p_nse_log_pf = 0.0_rt;
-    dp_nse_log_pf_dT9 = 0.0_rt;
+    // setting p log(partition function) to 0.0 by default, independent of T
+    p_log_pf = 0.0_rt;
+    dp_log_pf_dT9 = 0.0_rt;
 
     amrex::Real Co55_log_pf, dCo55_log_pf_dT9;
 
     // interpolating Co55 partition function
     get_partition_function_cached(Co55, tfactors.T9, pf_cache, Co55_log_pf, dCo55_log_pf_dT9);
 
-    amrex::Real net_log_pf = p_nse_log_pf + Co55_log_pf - Ni56_log_pf;
-    [[maybe_unused]] amrex::Real net_dlog_pf_dT9 = dp_nse_log_pf_dT9 + dCo55_log_pf_dT9 - dNi56_log_pf_dT9;
+    amrex::Real net_log_pf = p_log_pf + Co55_log_pf - Ni56_log_pf;
+    [[maybe_unused]] amrex::Real net_dlog_pf_dT9 = dp_log_pf_dT9 + dCo55_log_pf_dT9 - dNi56_log_pf_dT9;
 
     amrex::Real ln_set_rate{0.0};
     amrex::Real dln_set_rate_dT9{0.0};
@@ -1016,13 +1016,13 @@ void rate_Ni56_to_p_nse_Co55_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  63.15120404192561 + -83.16460378149378 * tfactors.T9i + -38.1053 * tfactors.T913i + -0.210947 * tfactors.T913
                          + -2.68377 * tfactors.T9 + 0.355814 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  83.16460378149378 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -38.1053 * tfactors.T943i + (1.0/3.0) * -0.210947 * tfactors.T923i
                                   + -2.68377 + (5.0/3.0) * 0.355814 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1036,8 +1036,8 @@ void rate_Ni56_to_p_nse_Co55_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni56_to_He4_Fe52_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni56_to_He4_Fe52_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ni56 --> He4 + Fe52
 
@@ -1073,13 +1073,13 @@ void rate_Ni56_to_He4_Fe52_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  91.62430485073777 + -92.84097094326391 * tfactors.T9i + -91.6819 * tfactors.T913i + -9.51885 * tfactors.T913
                          + -0.533014 * tfactors.T9 + 0.0892607 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  92.84097094326391 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -91.6819 * tfactors.T943i + (1.0/3.0) * -9.51885 * tfactors.T923i
                                   + -0.533014 + (5.0/3.0) * 0.0892607 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1093,8 +1093,8 @@ void rate_Ni56_to_He4_Fe52_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // C12 --> 3 He4
 
@@ -1126,13 +1126,13 @@ void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  34.96090397991297 + -85.44440046993657 * tfactors.T9i + -23.57 * tfactors.T913i + 20.4886 * tfactors.T913
                          + -12.9882 * tfactors.T9 + -20.0 * tfactors.T953 + 0.8333300000000001 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  85.44440046993657 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -23.57 * tfactors.T943i + (1.0/3.0) * 20.4886 * tfactors.T923i
                                   + -12.9882 + (5.0/3.0) * -20.0 * tfactors.T923 + 0.8333300000000001 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1147,13 +1147,13 @@ void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  45.77825197991297 + -84.41994046993656 * tfactors.T9i + -37.06 * tfactors.T913i + 29.3493 * tfactors.T913
                          + -115.507 * tfactors.T9 + -10.0 * tfactors.T953 + 1.66667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  84.41994046993656 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -37.06 * tfactors.T943i + (1.0/3.0) * 29.3493 * tfactors.T923i
                                   + -115.507 + (5.0/3.0) * -10.0 * tfactors.T923 + 1.66667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1168,13 +1168,13 @@ void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  22.398803979912973 + -88.54650046993656 * tfactors.T9i + -13.49 * tfactors.T913i + 21.4259 * tfactors.T913
                          + -1.34769 * tfactors.T9 + 0.0879816 * tfactors.T953 + -10.1653 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  88.54650046993656 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -13.49 * tfactors.T943i + (1.0/3.0) * 21.4259 * tfactors.T923i
                                   + -1.34769 + (5.0/3.0) * 0.0879816 * tfactors.T923 + -10.1653 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1188,8 +1188,8 @@ void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O16_to_He4_N13_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O16_to_He4_N13_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // O16 + p --> He4 + N13
 
@@ -1232,13 +1232,13 @@ void rate_p_O16_to_He4_N13_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  42.21642061342456 + -60.557329596678294 * tfactors.T9i + -35.829 * tfactors.T913i + -0.530275 * tfactors.T913
                          + -0.982462 * tfactors.T9 + 0.0808059 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  60.557329596678294 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -35.829 * tfactors.T943i + (1.0/3.0) * -0.530275 * tfactors.T923i
                                   + -0.982462 + (5.0/3.0) * 0.0808059 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1252,8 +1252,8 @@ void rate_p_O16_to_He4_N13_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ne20 + He4 --> p + Na23
 
@@ -1295,13 +1295,13 @@ void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -6.360024278486355 + -29.889658832139027 * tfactors.T9i + 19.7297 * tfactors.T913
                          + -2.20987 * tfactors.T9 + 0.153374 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  29.889658832139027 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 19.7297 * tfactors.T923i
                                   + -2.20987 + (5.0/3.0) * 0.153374 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1316,13 +1316,13 @@ void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  0.24516522151364528 + -29.434918832139026 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  29.434918832139026 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1337,13 +1337,13 @@ void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  19.202935721513644 + -27.573888832139026 * tfactors.T9i + -20.0024 * tfactors.T913i + 11.5988 * tfactors.T913
                          + -1.37398 * tfactors.T9 + -1.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  27.573888832139026 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -20.0024 * tfactors.T943i + (1.0/3.0) * 11.5988 * tfactors.T923i
                                   + -1.37398 + (5.0/3.0) * -1.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1357,8 +1357,8 @@ void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Mg24 + He4 --> p + Al27
 
@@ -1400,13 +1400,13 @@ void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -6.4280417530584835 + -22.818701538287602 * tfactors.T9i + 18.0416 * tfactors.T913
                          + -1.54137 * tfactors.T9 + 0.0847506 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  22.818701538287602 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 18.0416 * tfactors.T923i
                                   + -1.54137 + (5.0/3.0) * 0.0847506 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1421,13 +1421,13 @@ void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -26.268451753058486 + -19.5392135382876 * tfactors.T9i + 5.18642 * tfactors.T913i + -34.7936 * tfactors.T913
                          + 168.225 * tfactors.T9 + -115.825 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  19.5392135382876 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 5.18642 * tfactors.T943i + (1.0/3.0) * -34.7936 * tfactors.T923i
                                   + 168.225 + (5.0/3.0) * -115.825 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1442,13 +1442,13 @@ void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  30.057448246941515 + -18.576201538287602 * tfactors.T9i + -26.4162 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  18.576201538287602 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -26.4162 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1462,8 +1462,8 @@ void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Si28 + He4 --> p + P31
 
@@ -1505,13 +1505,13 @@ void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -11.415669089666713 + -25.663579682396225 * tfactors.T9i + 21.521 * tfactors.T913
                          + -1.90355 * tfactors.T9 + 0.092724 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  25.663579682396225 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 21.521 * tfactors.T923i
                                   + -1.90355 + (5.0/3.0) * 0.092724 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1526,13 +1526,13 @@ void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -13.441669089666712 + -24.114989682396224 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  24.114989682396224 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1547,13 +1547,13 @@ void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  60.360230910333286 + -22.237829682396224 * tfactors.T9i + -31.932 * tfactors.T913i + -77.0334 * tfactors.T913
                          + -43.6847 * tfactors.T9 + -4.28955 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  22.237829682396224 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -31.932 * tfactors.T943i + (1.0/3.0) * -77.0334 * tfactors.T923i
                                   + -43.6847 + (5.0/3.0) * -4.28955 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1567,8 +1567,8 @@ void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_nse_Mn51_to_He4_Cr48_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_nse_Mn51_to_He4_Cr48_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Mn51 + p_nse --> He4 + Cr48
 
@@ -1577,11 +1577,11 @@ void rate_p_nse_Mn51_to_He4_Cr48_derived(const tf_t& tfactors, amrex::Real& rate
 
     // Evaluate partition function terms
 
-    amrex::Real p_nse_log_pf, dp_nse_log_pf_dT9;
+    amrex::Real p_log_pf, dp_log_pf_dT9;
 
-    // setting p_nse log(partition function) to 0.0 by default, independent of T
-    p_nse_log_pf = 0.0_rt;
-    dp_nse_log_pf_dT9 = 0.0_rt;
+    // setting p log(partition function) to 0.0 by default, independent of T
+    p_log_pf = 0.0_rt;
+    dp_log_pf_dT9 = 0.0_rt;
 
     amrex::Real Cr48_log_pf, dCr48_log_pf_dT9;
 
@@ -1599,8 +1599,8 @@ void rate_p_nse_Mn51_to_He4_Cr48_derived(const tf_t& tfactors, amrex::Real& rate
     // interpolating Mn51 partition function
     get_partition_function_cached(Mn51, tfactors.T9, pf_cache, Mn51_log_pf, dMn51_log_pf_dT9);
 
-    amrex::Real net_log_pf = He4_log_pf + Cr48_log_pf - p_nse_log_pf - Mn51_log_pf;
-    [[maybe_unused]] amrex::Real net_dlog_pf_dT9 = dHe4_log_pf_dT9 + dCr48_log_pf_dT9 - dp_nse_log_pf_dT9 - dMn51_log_pf_dT9;
+    amrex::Real net_log_pf = He4_log_pf + Cr48_log_pf - p_log_pf - Mn51_log_pf;
+    [[maybe_unused]] amrex::Real net_dlog_pf_dT9 = dHe4_log_pf_dT9 + dCr48_log_pf_dT9 - dp_log_pf_dT9 - dMn51_log_pf_dT9;
 
     amrex::Real ln_set_rate{0.0};
     amrex::Real dln_set_rate_dT9{0.0};
@@ -1610,13 +1610,13 @@ void rate_p_nse_Mn51_to_He4_Cr48_derived(const tf_t& tfactors, amrex::Real& rate
     ln_set_rate =  58.71348267023461 + -6.47700151570639 * tfactors.T9i + -86.7459 * tfactors.T913i + 1.05653 * tfactors.T913
                          + -1.15757 * tfactors.T9 + 0.0877546 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  6.47700151570639 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -86.7459 * tfactors.T943i + (1.0/3.0) * 1.05653 * tfactors.T923i
                                   + -1.15757 + (5.0/3.0) * 0.0877546 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1630,8 +1630,8 @@ void rate_p_nse_Mn51_to_He4_Cr48_derived(const tf_t& tfactors, amrex::Real& rate
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_nse_Co55_to_He4_Fe52_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_nse_Co55_to_He4_Fe52_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Co55 + p_nse --> He4 + Fe52
 
@@ -1640,11 +1640,11 @@ void rate_p_nse_Co55_to_He4_Fe52_derived(const tf_t& tfactors, amrex::Real& rate
 
     // Evaluate partition function terms
 
-    amrex::Real p_nse_log_pf, dp_nse_log_pf_dT9;
+    amrex::Real p_log_pf, dp_log_pf_dT9;
 
-    // setting p_nse log(partition function) to 0.0 by default, independent of T
-    p_nse_log_pf = 0.0_rt;
-    dp_nse_log_pf_dT9 = 0.0_rt;
+    // setting p log(partition function) to 0.0 by default, independent of T
+    p_log_pf = 0.0_rt;
+    dp_log_pf_dT9 = 0.0_rt;
 
     amrex::Real He4_log_pf, dHe4_log_pf_dT9;
 
@@ -1662,8 +1662,8 @@ void rate_p_nse_Co55_to_He4_Fe52_derived(const tf_t& tfactors, amrex::Real& rate
     // interpolating Fe52 partition function
     get_partition_function_cached(Fe52, tfactors.T9, pf_cache, Fe52_log_pf, dFe52_log_pf_dT9);
 
-    amrex::Real net_log_pf = He4_log_pf + Fe52_log_pf - p_nse_log_pf - Co55_log_pf;
-    [[maybe_unused]] amrex::Real net_dlog_pf_dT9 = dHe4_log_pf_dT9 + dFe52_log_pf_dT9 - dp_nse_log_pf_dT9 - dCo55_log_pf_dT9;
+    amrex::Real net_log_pf = He4_log_pf + Fe52_log_pf - p_log_pf - Co55_log_pf;
+    [[maybe_unused]] amrex::Real net_dlog_pf_dT9 = dHe4_log_pf_dT9 + dFe52_log_pf_dT9 - dp_log_pf_dT9 - dCo55_log_pf_dT9;
 
     amrex::Real ln_set_rate{0.0};
     amrex::Real dln_set_rate_dT9{0.0};
@@ -1673,13 +1673,13 @@ void rate_p_nse_Co55_to_He4_Fe52_derived(const tf_t& tfactors, amrex::Real& rate
     ln_set_rate =  61.42570080881217 + -9.676367161770125 * tfactors.T9i + -91.6819 * tfactors.T913i + -0.329235 * tfactors.T913
                          + -0.780924 * tfactors.T9 + 0.0425179 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  9.676367161770125 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -91.6819 * tfactors.T943i + (1.0/3.0) * -0.329235 * tfactors.T923i
                                   + -0.780924 + (5.0/3.0) * 0.0425179 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1693,8 +1693,8 @@ void rate_p_nse_Co55_to_He4_Fe52_derived(const tf_t& tfactors, amrex::Real& rate
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Co55_to_p_nse_Fe54_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Co55_to_p_nse_Fe54_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Co55 --> p_nse + Fe54
 
@@ -1703,11 +1703,11 @@ void rate_Co55_to_p_nse_Fe54_derived(const tf_t& tfactors, amrex::Real& rate, am
 
     // Evaluate partition function terms
 
-    amrex::Real p_nse_log_pf, dp_nse_log_pf_dT9;
+    amrex::Real p_log_pf, dp_log_pf_dT9;
 
-    // setting p_nse log(partition function) to 0.0 by default, independent of T
-    p_nse_log_pf = 0.0_rt;
-    dp_nse_log_pf_dT9 = 0.0_rt;
+    // setting p log(partition function) to 0.0 by default, independent of T
+    p_log_pf = 0.0_rt;
+    dp_log_pf_dT9 = 0.0_rt;
 
     amrex::Real Co55_log_pf, dCo55_log_pf_dT9;
 
@@ -1719,8 +1719,8 @@ void rate_Co55_to_p_nse_Fe54_derived(const tf_t& tfactors, amrex::Real& rate, am
     // interpolating Fe54 partition function
     get_partition_function_cached(Fe54, tfactors.T9, pf_cache, Fe54_log_pf, dFe54_log_pf_dT9);
 
-    amrex::Real net_log_pf = p_nse_log_pf + Fe54_log_pf - Co55_log_pf;
-    [[maybe_unused]] amrex::Real net_dlog_pf_dT9 = dp_nse_log_pf_dT9 + dFe54_log_pf_dT9 - dCo55_log_pf_dT9;
+    amrex::Real net_log_pf = p_log_pf + Fe54_log_pf - Co55_log_pf;
+    [[maybe_unused]] amrex::Real net_dlog_pf_dT9 = dp_log_pf_dT9 + dFe54_log_pf_dT9 - dCo55_log_pf_dT9;
 
     amrex::Real ln_set_rate{0.0};
     amrex::Real dln_set_rate_dT9{0.0};
@@ -1730,13 +1730,13 @@ void rate_Co55_to_p_nse_Fe54_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  57.84851844810452 + -58.76958578644693 * tfactors.T9i + -37.1544 * tfactors.T913i + 0.950364 * tfactors.T913
                          + -1.77529 * tfactors.T9 + 0.198562 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  58.76958578644693 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -37.1544 * tfactors.T943i + (1.0/3.0) * 0.950364 * tfactors.T923i
                                   + -1.77529 + (5.0/3.0) * 0.198562 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1750,8 +1750,8 @@ void rate_Co55_to_p_nse_Fe54_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Co56_to_n_Co55_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Co56_to_n_Co55_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Co56 --> n + Co55
 
@@ -1787,13 +1787,13 @@ void rate_Co56_to_n_Co55_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  40.647564333711024 + -116.994640839646 * tfactors.T9i + -1.86357 * tfactors.T913
                          + 0.616591 * tfactors.T9 + -0.0839313 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  116.994640839646 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.86357 * tfactors.T923i
                                   + 0.616591 + (5.0/3.0) * -0.0839313 * tfactors.T923 + 1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1807,8 +1807,8 @@ void rate_Co56_to_n_Co55_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Co57_to_n_Co56_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Co57_to_n_Co56_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Co57 --> n + Co56
 
@@ -1844,13 +1844,13 @@ void rate_Co57_to_n_Co56_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  41.17386809654295 + -132.01901045161702 * tfactors.T9i + -1.37855 * tfactors.T913
                          + 0.299896 * tfactors.T9 + -0.04382 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  132.01901045161702 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.37855 * tfactors.T923i
                                   + 0.299896 + (5.0/3.0) * -0.04382 * tfactors.T923 + 1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1864,8 +1864,8 @@ void rate_Co57_to_n_Co56_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Co57_to_p_nse_Fe56_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Co57_to_p_nse_Fe56_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Co57 --> p_nse + Fe56
 
@@ -1874,11 +1874,11 @@ void rate_Co57_to_p_nse_Fe56_derived(const tf_t& tfactors, amrex::Real& rate, am
 
     // Evaluate partition function terms
 
-    amrex::Real p_nse_log_pf, dp_nse_log_pf_dT9;
+    amrex::Real p_log_pf, dp_log_pf_dT9;
 
-    // setting p_nse log(partition function) to 0.0 by default, independent of T
-    p_nse_log_pf = 0.0_rt;
-    dp_nse_log_pf_dT9 = 0.0_rt;
+    // setting p log(partition function) to 0.0 by default, independent of T
+    p_log_pf = 0.0_rt;
+    dp_log_pf_dT9 = 0.0_rt;
 
     amrex::Real Fe56_log_pf, dFe56_log_pf_dT9;
 
@@ -1890,8 +1890,8 @@ void rate_Co57_to_p_nse_Fe56_derived(const tf_t& tfactors, amrex::Real& rate, am
     // interpolating Co57 partition function
     get_partition_function_cached(Co57, tfactors.T9, pf_cache, Co57_log_pf, dCo57_log_pf_dT9);
 
-    amrex::Real net_log_pf = p_nse_log_pf + Fe56_log_pf - Co57_log_pf;
-    [[maybe_unused]] amrex::Real net_dlog_pf_dT9 = dp_nse_log_pf_dT9 + dFe56_log_pf_dT9 - dCo57_log_pf_dT9;
+    amrex::Real net_log_pf = p_log_pf + Fe56_log_pf - Co57_log_pf;
+    [[maybe_unused]] amrex::Real net_dlog_pf_dT9 = dp_log_pf_dT9 + dFe56_log_pf_dT9 - dCo57_log_pf_dT9;
 
     amrex::Real ln_set_rate{0.0};
     amrex::Real dln_set_rate_dT9{0.0};
@@ -1901,13 +1901,13 @@ void rate_Co57_to_p_nse_Fe56_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  57.68564187237867 + -69.94636137001572 * tfactors.T9i + -37.1625 * tfactors.T913i + 1.06776 * tfactors.T913
                          + -1.31689 * tfactors.T9 + 0.122089 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  69.94636137001572 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -37.1625 * tfactors.T943i + (1.0/3.0) * 1.06776 * tfactors.T923i
                                   + -1.31689 + (5.0/3.0) * 0.122089 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1921,8 +1921,8 @@ void rate_Co57_to_p_nse_Fe56_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni58_to_p_nse_Co57_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni58_to_p_nse_Co57_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ni58 --> p_nse + Co57
 
@@ -1931,11 +1931,11 @@ void rate_Ni58_to_p_nse_Co57_derived(const tf_t& tfactors, amrex::Real& rate, am
 
     // Evaluate partition function terms
 
-    amrex::Real p_nse_log_pf, dp_nse_log_pf_dT9;
+    amrex::Real p_log_pf, dp_log_pf_dT9;
 
-    // setting p_nse log(partition function) to 0.0 by default, independent of T
-    p_nse_log_pf = 0.0_rt;
-    dp_nse_log_pf_dT9 = 0.0_rt;
+    // setting p log(partition function) to 0.0 by default, independent of T
+    p_log_pf = 0.0_rt;
+    dp_log_pf_dT9 = 0.0_rt;
 
     amrex::Real Ni58_log_pf, dNi58_log_pf_dT9;
 
@@ -1947,8 +1947,8 @@ void rate_Ni58_to_p_nse_Co57_derived(const tf_t& tfactors, amrex::Real& rate, am
     // interpolating Co57 partition function
     get_partition_function_cached(Co57, tfactors.T9, pf_cache, Co57_log_pf, dCo57_log_pf_dT9);
 
-    amrex::Real net_log_pf = p_nse_log_pf + Co57_log_pf - Ni58_log_pf;
-    [[maybe_unused]] amrex::Real net_dlog_pf_dT9 = dp_nse_log_pf_dT9 + dCo57_log_pf_dT9 - dNi58_log_pf_dT9;
+    amrex::Real net_log_pf = p_log_pf + Co57_log_pf - Ni58_log_pf;
+    [[maybe_unused]] amrex::Real net_dlog_pf_dT9 = dp_log_pf_dT9 + dCo57_log_pf_dT9 - dNi58_log_pf_dT9;
 
     amrex::Real ln_set_rate{0.0};
     amrex::Real dln_set_rate_dT9{0.0};
@@ -1958,13 +1958,13 @@ void rate_Ni58_to_p_nse_Co57_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  61.794489871251855 + -94.83410720454592 * tfactors.T9i + -38.1133 * tfactors.T913i + 1.77414 * tfactors.T913
                          + -1.48268 * tfactors.T9 + 0.121073 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  94.83410720454592 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -38.1133 * tfactors.T943i + (1.0/3.0) * 1.77414 * tfactors.T923i
                                   + -1.48268 + (5.0/3.0) * 0.121073 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1978,8 +1978,8 @@ void rate_Ni58_to_p_nse_Co57_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni58_to_He4_Fe54_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni58_to_He4_Fe54_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ni58 --> He4 + Fe54
 
@@ -2015,13 +2015,13 @@ void rate_Ni58_to_He4_Fe54_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  85.23428031558652 + -74.25981652709197 * tfactors.T9i + -91.7628 * tfactors.T913i + 4.23027 * tfactors.T913
                          + -3.31305 * tfactors.T9 + 0.271293 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  74.25981652709197 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -91.7628 * tfactors.T943i + (1.0/3.0) * 4.23027 * tfactors.T923i
                                   + -3.31305 + (5.0/3.0) * 0.271293 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2035,8 +2035,8 @@ void rate_Ni58_to_He4_Fe54_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_nse_Fe54_to_He4_Mn51_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_nse_Fe54_to_He4_Mn51_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Fe54 + p_nse --> He4 + Mn51
 
@@ -2045,11 +2045,11 @@ void rate_p_nse_Fe54_to_He4_Mn51_derived(const tf_t& tfactors, amrex::Real& rate
 
     // Evaluate partition function terms
 
-    amrex::Real p_nse_log_pf, dp_nse_log_pf_dT9;
+    amrex::Real p_log_pf, dp_log_pf_dT9;
 
-    // setting p_nse log(partition function) to 0.0 by default, independent of T
-    p_nse_log_pf = 0.0_rt;
-    dp_nse_log_pf_dT9 = 0.0_rt;
+    // setting p log(partition function) to 0.0 by default, independent of T
+    p_log_pf = 0.0_rt;
+    dp_log_pf_dT9 = 0.0_rt;
 
     amrex::Real Mn51_log_pf, dMn51_log_pf_dT9;
 
@@ -2067,8 +2067,8 @@ void rate_p_nse_Fe54_to_He4_Mn51_derived(const tf_t& tfactors, amrex::Real& rate
     // interpolating Fe54 partition function
     get_partition_function_cached(Fe54, tfactors.T9, pf_cache, Fe54_log_pf, dFe54_log_pf_dT9);
 
-    amrex::Real net_log_pf = He4_log_pf + Mn51_log_pf - p_nse_log_pf - Fe54_log_pf;
-    [[maybe_unused]] amrex::Real net_dlog_pf_dT9 = dHe4_log_pf_dT9 + dMn51_log_pf_dT9 - dp_nse_log_pf_dT9 - dFe54_log_pf_dT9;
+    amrex::Real net_log_pf = He4_log_pf + Mn51_log_pf - p_log_pf - Fe54_log_pf;
+    [[maybe_unused]] amrex::Real net_dlog_pf_dT9 = dHe4_log_pf_dT9 + dMn51_log_pf_dT9 - dp_log_pf_dT9 - dFe54_log_pf_dT9;
 
     amrex::Real ln_set_rate{0.0};
     amrex::Real dln_set_rate_dT9{0.0};
@@ -2078,13 +2078,13 @@ void rate_p_nse_Fe54_to_He4_Mn51_derived(const tf_t& tfactors, amrex::Real& rate
     ln_set_rate =  65.35241368298804 + -36.52341983603332 * tfactors.T9i + -89.274 * tfactors.T913i + -0.862452 * tfactors.T913
                          + -0.635672 * tfactors.T9 + 0.0196464 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  36.52341983603332 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -89.274 * tfactors.T943i + (1.0/3.0) * -0.862452 * tfactors.T923i
                                   + -0.635672 + (5.0/3.0) * 0.0196464 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2098,8 +2098,8 @@ void rate_p_nse_Fe54_to_He4_Mn51_derived(const tf_t& tfactors, amrex::Real& rate
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe54_to_p_nse_Co57_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe54_to_p_nse_Co57_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Fe54 + He4 --> p_nse + Co57
 
@@ -2108,11 +2108,11 @@ void rate_He4_Fe54_to_p_nse_Co57_derived(const tf_t& tfactors, amrex::Real& rate
 
     // Evaluate partition function terms
 
-    amrex::Real p_nse_log_pf, dp_nse_log_pf_dT9;
+    amrex::Real p_log_pf, dp_log_pf_dT9;
 
-    // setting p_nse log(partition function) to 0.0 by default, independent of T
-    p_nse_log_pf = 0.0_rt;
-    dp_nse_log_pf_dT9 = 0.0_rt;
+    // setting p log(partition function) to 0.0 by default, independent of T
+    p_log_pf = 0.0_rt;
+    dp_log_pf_dT9 = 0.0_rt;
 
     amrex::Real He4_log_pf, dHe4_log_pf_dT9;
 
@@ -2130,8 +2130,8 @@ void rate_He4_Fe54_to_p_nse_Co57_derived(const tf_t& tfactors, amrex::Real& rate
     // interpolating Fe54 partition function
     get_partition_function_cached(Fe54, tfactors.T9, pf_cache, Fe54_log_pf, dFe54_log_pf_dT9);
 
-    amrex::Real net_log_pf = p_nse_log_pf + Co57_log_pf - He4_log_pf - Fe54_log_pf;
-    [[maybe_unused]] amrex::Real net_dlog_pf_dT9 = dp_nse_log_pf_dT9 + dCo57_log_pf_dT9 - dHe4_log_pf_dT9 - dFe54_log_pf_dT9;
+    amrex::Real net_log_pf = p_log_pf + Co57_log_pf - He4_log_pf - Fe54_log_pf;
+    [[maybe_unused]] amrex::Real net_dlog_pf_dT9 = dp_log_pf_dT9 + dCo57_log_pf_dT9 - dHe4_log_pf_dT9 - dFe54_log_pf_dT9;
 
     amrex::Real ln_set_rate{0.0};
     amrex::Real dln_set_rate_dT9{0.0};
@@ -2141,13 +2141,13 @@ void rate_He4_Fe54_to_p_nse_Co57_derived(const tf_t& tfactors, amrex::Real& rate
     ln_set_rate =  -1.404090444334669 + -20.574290677453938 * tfactors.T9i + -38.1133 * tfactors.T913i + 29.3541 * tfactors.T913
                          + -4.75966 * tfactors.T9 + 0.40418 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  20.574290677453938 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -38.1133 * tfactors.T943i + (1.0/3.0) * 29.3541 * tfactors.T923i
                                   + -4.75966 + (5.0/3.0) * 0.40418 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2161,8 +2161,8 @@ void rate_He4_Fe54_to_p_nse_Co57_derived(const tf_t& tfactors, amrex::Real& rate
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_nse_Fe56_to_n_Co56_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_nse_Fe56_to_n_Co56_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Fe56 + p_nse --> n + Co56
 
@@ -2177,11 +2177,11 @@ void rate_p_nse_Fe56_to_n_Co56_derived(const tf_t& tfactors, amrex::Real& rate,
     n_log_pf = 0.0_rt;
     dn_log_pf_dT9 = 0.0_rt;
 
-    amrex::Real p_nse_log_pf, dp_nse_log_pf_dT9;
+    amrex::Real p_log_pf, dp_log_pf_dT9;
 
-    // setting p_nse log(partition function) to 0.0 by default, independent of T
-    p_nse_log_pf = 0.0_rt;
-    dp_nse_log_pf_dT9 = 0.0_rt;
+    // setting p log(partition function) to 0.0 by default, independent of T
+    p_log_pf = 0.0_rt;
+    dp_log_pf_dT9 = 0.0_rt;
 
     amrex::Real Fe56_log_pf, dFe56_log_pf_dT9;
 
@@ -2193,8 +2193,8 @@ void rate_p_nse_Fe56_to_n_Co56_derived(const tf_t& tfactors, amrex::Real& rate,
     // interpolating Co56 partition function
     get_partition_function_cached(Co56, tfactors.T9, pf_cache, Co56_log_pf, dCo56_log_pf_dT9);
 
-    amrex::Real net_log_pf = n_log_pf + Co56_log_pf - p_nse_log_pf - Fe56_log_pf;
-    [[maybe_unused]] amrex::Real net_dlog_pf_dT9 = dn_log_pf_dT9 + dCo56_log_pf_dT9 - dp_nse_log_pf_dT9 - dFe56_log_pf_dT9;
+    amrex::Real net_log_pf = n_log_pf + Co56_log_pf - p_log_pf - Fe56_log_pf;
+    [[maybe_unused]] amrex::Real net_dlog_pf_dT9 = dn_log_pf_dT9 + dCo56_log_pf_dT9 - dp_log_pf_dT9 - dFe56_log_pf_dT9;
 
     amrex::Real ln_set_rate{0.0};
     amrex::Real dln_set_rate_dT9{0.0};
@@ -2204,13 +2204,13 @@ void rate_p_nse_Fe56_to_n_Co56_derived(const tf_t& tfactors, amrex::Real& rate,
     ln_set_rate =  22.653426224164285 + -62.07264908160129 * tfactors.T9i + -1.13331 * tfactors.T913
                          + 0.347185 * tfactors.T9 + -0.0328879 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  62.07264908160129 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.13331 * tfactors.T923i
                                   + 0.347185 + (5.0/3.0) * -0.0328879 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2224,8 +2224,8 @@ void rate_p_nse_Fe56_to_n_Co56_derived(const tf_t& tfactors, amrex::Real& rate,
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_nse_Co56_to_n_Ni56_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_nse_Co56_to_n_Ni56_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Co56 + p_nse --> n + Ni56
 
@@ -2245,19 +2245,19 @@ void rate_p_nse_Co56_to_n_Ni56_derived(const tf_t& tfactors, amrex::Real& rate,
     // interpolating Ni56 partition function
     get_partition_function_cached(Ni56, tfactors.T9, pf_cache, Ni56_log_pf, dNi56_log_pf_dT9);
 
-    amrex::Real p_nse_log_pf, dp_nse_log_pf_dT9;
+    amrex::Real p_log_pf, dp_log_pf_dT9;
 
-    // setting p_nse log(partition function) to 0.0 by default, independent of T
-    p_nse_log_pf = 0.0_rt;
-    dp_nse_log_pf_dT9 = 0.0_rt;
+    // setting p log(partition function) to 0.0 by default, independent of T
+    p_log_pf = 0.0_rt;
+    dp_log_pf_dT9 = 0.0_rt;
 
     amrex::Real Co56_log_pf, dCo56_log_pf_dT9;
 
     // interpolating Co56 partition function
     get_partition_function_cached(Co56, tfactors.T9, pf_cache, Co56_log_pf, dCo56_log_pf_dT9);
 
-    amrex::Real net_log_pf = n_log_pf + Ni56_log_pf - p_nse_log_pf - Co56_log_pf;
-    [[maybe_unused]] amrex::Real net_dlog_pf_dT9 = dn_log_pf_dT9 + dNi56_log_pf_dT9 - dp_nse_log_pf_dT9 - dCo56_log_pf_dT9;
+    amrex::Real net_log_pf = n_log_pf + Ni56_log_pf - p_log_pf - Co56_log_pf;
+    [[maybe_unused]] amrex::Real net_dlog_pf_dT9 = dn_log_pf_dT9 + dNi56_log_pf_dT9 - dp_log_pf_dT9 - dCo56_log_pf_dT9;
 
     amrex::Real ln_set_rate{0.0};
     amrex::Real dln_set_rate_dT9{0.0};
@@ -2267,13 +2267,13 @@ void rate_p_nse_Co56_to_n_Ni56_derived(const tf_t& tfactors, amrex::Real& rate,
     ln_set_rate =  13.374260291785419 + -33.830037058152215 * tfactors.T9i + 1.76846 * tfactors.T913
                          + 0.197992 * tfactors.T9 + -0.017494 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  33.830037058152215 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 1.76846 * tfactors.T923i
                                   + 0.197992 + (5.0/3.0) * -0.017494 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2287,8 +2287,8 @@ void rate_p_nse_Co56_to_n_Ni56_derived(const tf_t& tfactors, amrex::Real& rate,
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_nse_Ni58_to_He4_Co55_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_nse_Ni58_to_He4_Co55_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ni58 + p_nse --> He4 + Co55
 
@@ -2297,11 +2297,11 @@ void rate_p_nse_Ni58_to_He4_Co55_derived(const tf_t& tfactors, amrex::Real& rate
 
     // Evaluate partition function terms
 
-    amrex::Real p_nse_log_pf, dp_nse_log_pf_dT9;
+    amrex::Real p_log_pf, dp_log_pf_dT9;
 
-    // setting p_nse log(partition function) to 0.0 by default, independent of T
-    p_nse_log_pf = 0.0_rt;
-    dp_nse_log_pf_dT9 = 0.0_rt;
+    // setting p log(partition function) to 0.0 by default, independent of T
+    p_log_pf = 0.0_rt;
+    dp_log_pf_dT9 = 0.0_rt;
 
     amrex::Real He4_log_pf, dHe4_log_pf_dT9;
 
@@ -2319,8 +2319,8 @@ void rate_p_nse_Ni58_to_He4_Co55_derived(const tf_t& tfactors, amrex::Real& rate
     // interpolating Ni58 partition function
     get_partition_function_cached(Ni58, tfactors.T9, pf_cache, Ni58_log_pf, dNi58_log_pf_dT9);
 
-    amrex::Real net_log_pf = He4_log_pf + Co55_log_pf - p_nse_log_pf - Ni58_log_pf;
-    [[maybe_unused]] amrex::Real net_dlog_pf_dT9 = dHe4_log_pf_dT9 + dCo55_log_pf_dT9 - dp_nse_log_pf_dT9 - dNi58_log_pf_dT9;
+    amrex::Real net_log_pf = He4_log_pf + Co55_log_pf - p_log_pf - Ni58_log_pf;
+    [[maybe_unused]] amrex::Real net_dlog_pf_dT9 = dHe4_log_pf_dT9 + dCo55_log_pf_dT9 - dp_log_pf_dT9 - dNi58_log_pf_dT9;
 
     amrex::Real ln_set_rate{0.0};
     amrex::Real dln_set_rate_dT9{0.0};
@@ -2330,13 +2330,13 @@ void rate_p_nse_Ni58_to_He4_Co55_derived(const tf_t& tfactors, amrex::Real& rate
     ln_set_rate =  63.596461867482006 + -15.490230740645051 * tfactors.T9i + -94.1404 * tfactors.T913i + 3.39179 * tfactors.T913
                          + -1.71062 * tfactors.T9 + 0.133003 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  15.490230740645051 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -94.1404 * tfactors.T943i + (1.0/3.0) * 3.39179 * tfactors.T923i
                                   + -1.71062 + (5.0/3.0) * 0.133003 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2350,8 +2350,8 @@ void rate_p_nse_Ni58_to_He4_Co55_derived(const tf_t& tfactors, amrex::Real& rate
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_S32_to_p_Cl35_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // S32 + He4 --> p + Cl35
 
@@ -2393,13 +2393,13 @@ void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -0.8597847344696254 + -25.589703706656966 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  25.589703706656966 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2414,13 +2414,13 @@ void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -57.37716473446963 + -22.187684706656967 * tfactors.T9i + 25.5338 * tfactors.T913
                          + 6.45824 * tfactors.T9 + -0.950294 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  22.187684706656967 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 25.5338 * tfactors.T923i
                                   + 6.45824 + (5.0/3.0) * -0.950294 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2435,13 +2435,13 @@ void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  32.27223526553037 + -21.654753706656965 * tfactors.T9i + -30.9147 * tfactors.T913i + -1.2345 * tfactors.T913
                          + 22.5118 * tfactors.T9 + -33.0589 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  21.654753706656965 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -30.9147 * tfactors.T943i + (1.0/3.0) * -1.2345 * tfactors.T923i
                                   + 22.5118 + (5.0/3.0) * -33.0589 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2456,13 +2456,13 @@ void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  2.4434452655303747 + -27.664513706656965 * tfactors.T9i + 5.33756 * tfactors.T913
                          + 1.64418 * tfactors.T9 + -0.246167 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  27.664513706656965 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 5.33756 * tfactors.T923i
                                   + 1.64418 + (5.0/3.0) * -0.246167 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2476,8 +2476,8 @@ void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ar36_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ar36_to_He4_S32_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ar36 --> He4 + S32
 
@@ -2513,13 +2513,13 @@ void rate_Ar36_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  73.81807507159112 + -77.06468541928012 * tfactors.T9i + -65.3709 * tfactors.T913i + 5.68294 * tfactors.T913
                          + -5.00388 * tfactors.T9 + 0.571407 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  77.06468541928012 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -65.3709 * tfactors.T943i + (1.0/3.0) * 5.68294 * tfactors.T923i
                                   + -5.00388 + (5.0/3.0) * 0.571407 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2533,8 +2533,8 @@ void rate_Ar36_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ar36_to_p_Cl35_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ar36 --> p + Cl35
 
@@ -2569,12 +2569,12 @@ void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     // ReacLib set derived from il10r
     ln_set_rate =  -17.455589662878502 + -99.28409012589869 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  99.28409012589869 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2589,13 +2589,13 @@ void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  60.7561103371215 + -98.71943912589869 * tfactors.T9i + -27.8971 * tfactors.T913i + -16.2304 * tfactors.T913
                          + 35.255 * tfactors.T9 + -25.8411 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  98.71943912589869 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -27.8971 * tfactors.T943i + (1.0/3.0) * -16.2304 * tfactors.T923i
                                   + 35.255 + (5.0/3.0) * -25.8411 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2610,13 +2610,13 @@ void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  17.222320337121502 + -102.37035912589869 * tfactors.T9i + 18.0179 * tfactors.T913
                          + -2.86304 * tfactors.T9 + 0.250854 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  102.37035912589869 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 18.0179 * tfactors.T923i
                                   + -2.86304 + (5.0/3.0) * 0.250854 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2630,12 +2630,12 @@ void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     // ReacLib set derived from il10r
     ln_set_rate =  16.0363703371215 + -100.7293991258987 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  100.7293991258987 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2649,8 +2649,8 @@ void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ar36_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ar36_to_p_K39_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ar36 + He4 --> p + K39
 
@@ -2692,13 +2692,13 @@ void rate_He4_Ar36_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  20.654451232729432 + -14.951286608188834 * tfactors.T9i + -30.0732 * tfactors.T913i + 7.03263 * tfactors.T913
                          + -1.10085 * tfactors.T9 + 0.133768 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  14.951286608188834 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -30.0732 * tfactors.T943i + (1.0/3.0) * 7.03263 * tfactors.T923i
                                   + -1.10085 + (5.0/3.0) * 0.133768 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2712,8 +2712,8 @@ void rate_He4_Ar36_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca40_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca40_to_He4_Ar36_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ca40 --> He4 + Ar36
 
@@ -2749,13 +2749,13 @@ void rate_Ca40_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  77.28432125250924 + -81.69320665503751 * tfactors.T9i + -71.0046 * tfactors.T913i + 4.0656 * tfactors.T913
                          + -5.26509 * tfactors.T9 + 0.683546 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  81.69320665503751 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -71.0046 * tfactors.T943i + (1.0/3.0) * 4.0656 * tfactors.T923i
                                   + -5.26509 + (5.0/3.0) * 0.683546 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2769,8 +2769,8 @@ void rate_Ca40_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca40_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca40_to_p_K39_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ca40 --> p + K39
 
@@ -2806,13 +2806,13 @@ void rate_Ca40_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  2786.453572485239 + -101.86683326322635 * tfactors.T9i + 802.18 * tfactors.T913i + -4010.27 * tfactors.T913
                          + 1137.69 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  101.86683326322635 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 802.18 * tfactors.T943i + (1.0/3.0) * -4010.27 * tfactors.T923i
                                   + 1137.69 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2827,13 +2827,13 @@ void rate_Ca40_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  613.1725724852387 + -109.20919326322635 * tfactors.T9i + 641.844 * tfactors.T913i + -1248.49 * tfactors.T913
                          + 566.426 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  109.20919326322635 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 641.844 * tfactors.T943i + (1.0/3.0) * -1248.49 * tfactors.T923i
                                   + 566.426 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2848,13 +2848,13 @@ void rate_Ca40_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  127.32557248523868 + -98.30957326322635 * tfactors.T9i + 41.1723 * tfactors.T913i + -149.299 * tfactors.T913
                          + 10.5229 * tfactors.T9 + -0.68208 * tfactors.T953 + 60.7367 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  98.30957326322635 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 41.1723 * tfactors.T943i + (1.0/3.0) * -149.299 * tfactors.T923i
                                   + 10.5229 + (5.0/3.0) * -0.68208 * tfactors.T923 + 60.7367 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2868,8 +2868,8 @@ void rate_Ca40_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ca40_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ca40_to_p_Sc43_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ca40 + He4 --> p + Sc43
 
@@ -2911,13 +2911,13 @@ void rate_He4_Ca40_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  35.67546755788414 + -40.87525788838128 * tfactors.T9i + -32.1734 * tfactors.T913i + 0.0296879 * tfactors.T913
                          + -0.95232 * tfactors.T9 + 0.129022 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  40.87525788838128 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -32.1734 * tfactors.T943i + (1.0/3.0) * 0.0296879 * tfactors.T923i
                                   + -0.95232 + (5.0/3.0) * 0.129022 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2931,8 +2931,8 @@ void rate_He4_Ca40_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti44_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti44_to_He4_Ca40_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ti44 --> He4 + Ca40
 
@@ -2968,13 +2968,13 @@ void rate_Ti44_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  78.7006646483486 + -59.49768581557457 * tfactors.T9i + -76.4273 * tfactors.T913i + 3.87451 * tfactors.T913
                          + -3.61477 * tfactors.T9 + 0.367451 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  59.49768581557457 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -76.4273 * tfactors.T943i + (1.0/3.0) * 3.87451 * tfactors.T923i
                                   + -3.61477 + (5.0/3.0) * 0.367451 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2988,8 +2988,8 @@ void rate_Ti44_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti44_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti44_to_p_Sc43_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ti44 --> p + Sc43
 
@@ -3025,13 +3025,13 @@ void rate_Ti44_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  62.61343220623275 + -100.37294370395585 * tfactors.T9i + -32.1734 * tfactors.T913i + -1.77078 * tfactors.T913
                          + -2.21706 * tfactors.T9 + 0.298499 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  100.37294370395585 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -32.1734 * tfactors.T943i + (1.0/3.0) * -1.77078 * tfactors.T923i
                                   + -2.21706 + (5.0/3.0) * 0.298499 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3045,8 +3045,8 @@ void rate_Ti44_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr48_to_He4_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr48_to_He4_Ti44_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Cr48 --> He4 + Ti44
 
@@ -3082,13 +3082,13 @@ void rate_Cr48_to_He4_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  89.75906465832496 + -89.32364150067336 * tfactors.T9i + -81.667 * tfactors.T913i + -10.6333 * tfactors.T913
                          + -0.672613 * tfactors.T9 + 0.161209 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  89.32364150067336 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -81.667 * tfactors.T943i + (1.0/3.0) * -10.6333 * tfactors.T923i
                                   + -0.672613 + (5.0/3.0) * 0.161209 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3102,8 +3102,8 @@ void rate_Cr48_to_He4_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr48_to_p_V47_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Cr48 --> p + V47
 
@@ -3139,13 +3139,13 @@ void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  67.75975303984967 + -100.08956223422913 * tfactors.T9i + -34.0548 * tfactors.T913i + -3.41973 * tfactors.T913
                          + 1.16501 * tfactors.T9 + -0.105543 * tfactors.T953 + -6.20886 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  100.08956223422913 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -34.0548 * tfactors.T943i + (1.0/3.0) * -3.41973 * tfactors.T923i
                                   + 1.16501 + (5.0/3.0) * -0.105543 * tfactors.T923 + -6.20886 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3160,13 +3160,13 @@ void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  536.5429530398497 + -99.32517223422914 * tfactors.T9i + 317.171 * tfactors.T913i + -911.679 * tfactors.T913
                          + 94.4245 * tfactors.T9 + -10.1973 * tfactors.T953 + 332.227 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  99.32517223422914 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 317.171 * tfactors.T943i + (1.0/3.0) * -911.679 * tfactors.T923i
                                   + 94.4245 + (5.0/3.0) * -10.1973 * tfactors.T923 + 332.227 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3181,13 +3181,13 @@ void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  48.911453039849675 + -93.78359723422915 * tfactors.T9i + -45.9868 * tfactors.T913i + 13.6822 * tfactors.T913
                          + -0.376902 * tfactors.T9 + -0.0194875 * tfactors.T953 + -6.9232499999999995 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  93.78359723422915 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -45.9868 * tfactors.T943i + (1.0/3.0) * 13.6822 * tfactors.T923i
                                   + -0.376902 + (5.0/3.0) * -0.0194875 * tfactors.T923 + -6.9232499999999995 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3202,13 +3202,13 @@ void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  65.64255303984967 + -94.54467623422914 * tfactors.T9i + -110.655 * tfactors.T913i + 83.0232 * tfactors.T913
                          + -19.7762 * tfactors.T9 + 3.03961 * tfactors.T953 + -47.9742 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  94.54467623422914 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -110.655 * tfactors.T943i + (1.0/3.0) * 83.0232 * tfactors.T923i
                                   + -19.7762 + (5.0/3.0) * 3.03961 * tfactors.T923 + -47.9742 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3222,8 +3222,8 @@ void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_V47_to_He4_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_V47_to_He4_Ti44_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // V47 + p --> He4 + Ti44
 
@@ -3265,13 +3265,13 @@ void rate_p_V47_to_He4_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -76.63208838152472 + -6.086479266444236 * tfactors.T9i + 70.2835 * tfactors.T913
                          + -7.99061 * tfactors.T9 + 0.486213 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  6.086479266444236 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 70.2835 * tfactors.T923i
                                   + -7.99061 + (5.0/3.0) * 0.486213 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3285,8 +3285,8 @@ void rate_p_V47_to_He4_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe54_to_n_Fe53_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe54_to_n_Fe53_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Fe54 --> n + Fe53
 
@@ -3322,13 +3322,13 @@ void rate_Fe54_to_n_Fe53_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  42.23234536763494 + -155.25009527915816 * tfactors.T9i + -1.10421 * tfactors.T913
                          + 0.379905 * tfactors.T9 + -0.0581878 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  155.25009527915816 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.10421 * tfactors.T923i
                                   + 0.379905 + (5.0/3.0) * -0.0581878 * tfactors.T923 + 1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3342,8 +3342,8 @@ void rate_Fe54_to_n_Fe53_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe53_to_n_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe53_to_n_Fe52_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Fe53 --> n + Fe52
 
@@ -3379,13 +3379,13 @@ void rate_Fe53_to_n_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  37.50789742709652 + -124.01421385132892 * tfactors.T9i + -0.344319 * tfactors.T913
                          + 0.178277 * tfactors.T9 + -0.0334326 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  124.01421385132892 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.344319 * tfactors.T923i
                                   + 0.178277 + (5.0/3.0) * -0.0334326 * tfactors.T923 + 1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3399,8 +3399,8 @@ void rate_Fe53_to_n_Fe52_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe56_to_n_Fe55_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe56_to_n_Fe55_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Fe56 --> n + Fe55
 
@@ -3436,13 +3436,13 @@ void rate_Fe56_to_n_Fe55_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  46.806892234523204 + -130.0322634199283 * tfactors.T9i + 8.06062 * tfactors.T913i + -14.4809 * tfactors.T913
                          + 0.94252 * tfactors.T9 + -0.0776007 * tfactors.T953 + 7.97093 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  130.0322634199283 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 8.06062 * tfactors.T943i + (1.0/3.0) * -14.4809 * tfactors.T923i
                                   + 0.94252 + (5.0/3.0) * -0.0776007 * tfactors.T923 + 7.97093 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3456,8 +3456,8 @@ void rate_Fe56_to_n_Fe55_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe55_to_n_Fe54_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe55_to_n_Fe54_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Fe55 --> n + Fe54
 
@@ -3493,13 +3493,13 @@ void rate_Fe55_to_n_Fe54_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  21.50487677145662 + -107.84100838776591 * tfactors.T9i + -8.66617 * tfactors.T913i + 26.4472 * tfactors.T913
                          + -1.9222 * tfactors.T9 + 0.0986404 * tfactors.T953 + -8.28317 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  107.84100838776591 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -8.66617 * tfactors.T943i + (1.0/3.0) * 26.4472 * tfactors.T923i
                                   + -1.9222 + (5.0/3.0) * 0.0986404 * tfactors.T923 + -8.28317 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3513,8 +3513,8 @@ void rate_Fe55_to_n_Fe54_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni58_to_n_Ni57_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni58_to_n_Ni57_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ni58 --> n + Ni57
 
@@ -3550,13 +3550,13 @@ void rate_Ni58_to_n_Ni57_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  42.36077897558323 + -141.76332431826057 * tfactors.T9i + -1.90814 * tfactors.T913
                          + 0.493188 * tfactors.T9 + -0.0684633 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  141.76332431826057 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.90814 * tfactors.T923i
                                   + 0.493188 + (5.0/3.0) * -0.0684633 * tfactors.T923 + 1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3570,8 +3570,8 @@ void rate_Ni58_to_n_Ni57_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni57_to_n_Ni56_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni57_to_n_Ni56_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ni57 --> n + Ni56
 
@@ -3607,13 +3607,13 @@ void rate_Ni57_to_n_Ni56_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  38.391039283996996 + -118.91983039605458 * tfactors.T9i + -1.19665 * tfactors.T913
                          + 0.507179 * tfactors.T9 + -0.074604 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  118.91983039605458 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.19665 * tfactors.T923i
                                   + 0.507179 + (5.0/3.0) * -0.074604 * tfactors.T923 + 1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3643,306 +3643,696 @@ fill_derived_rates(const tf_t& tfactors, T& rate_eval)
 
     pf_cache.index_temp_array_1 = interp_net::find_index(tfactors.T9, part_fun::temp_array_1);
 
-    rate_N13_to_p_C12_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_N13_to_p_C12_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_N13_to_p_C12_derived) = drate_dT;
-
-    }
-    rate_O16_to_He4_C12_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_O16_to_He4_C12_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_to_He4_C12_derived) = drate_dT;
-
-    }
-    rate_Ne20_to_He4_O16_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ne20_to_He4_O16_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ne20_to_He4_O16_derived) = drate_dT;
+    {
+        // N13_to_p_C12_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_N13_to_p_C12_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_N13_to_p_C12_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_N13_to_p_C12_derived) = drate_dT;
+        }
     }
-    rate_Mg24_to_p_Na23_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Mg24_to_p_Na23_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mg24_to_p_Na23_derived) = drate_dT;
 
-    }
-    rate_Mg24_to_He4_Ne20_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Mg24_to_He4_Ne20_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mg24_to_He4_Ne20_derived) = drate_dT;
+    {
+        // O16_to_He4_C12_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O16_to_He4_C12_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_O16_to_He4_C12_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O16_to_He4_C12_derived) = drate_dT;
+        }
     }
-    rate_Si28_to_p_Al27_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Si28_to_p_Al27_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Si28_to_p_Al27_derived) = drate_dT;
 
-    }
-    rate_Si28_to_He4_Mg24_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Si28_to_He4_Mg24_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Si28_to_He4_Mg24_derived) = drate_dT;
+    {
+        // Ne20_to_He4_O16_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne20_to_He4_O16_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ne20_to_He4_O16_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ne20_to_He4_O16_derived) = drate_dT;
+        }
     }
-    rate_S32_to_p_P31_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_S32_to_p_P31_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_S32_to_p_P31_derived) = drate_dT;
 
-    }
-    rate_S32_to_He4_Si28_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_S32_to_He4_Si28_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_S32_to_He4_Si28_derived) = drate_dT;
+    {
+        // Mg24_to_p_Na23_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mg24_to_p_Na23_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Mg24_to_p_Na23_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mg24_to_p_Na23_derived) = drate_dT;
+        }
     }
-    rate_Fe52_to_p_nse_Mn51_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Fe52_to_p_nse_Mn51_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe52_to_p_nse_Mn51_derived) = drate_dT;
 
-    }
-    rate_Fe52_to_He4_Cr48_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Fe52_to_He4_Cr48_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe52_to_He4_Cr48_derived) = drate_dT;
+    {
+        // Mg24_to_He4_Ne20_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mg24_to_He4_Ne20_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Mg24_to_He4_Ne20_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mg24_to_He4_Ne20_derived) = drate_dT;
+        }
     }
-    rate_Co55_to_He4_Mn51_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Co55_to_He4_Mn51_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Co55_to_He4_Mn51_derived) = drate_dT;
 
-    }
-    rate_Ni56_to_p_nse_Co55_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ni56_to_p_nse_Co55_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni56_to_p_nse_Co55_derived) = drate_dT;
+    {
+        // Si28_to_p_Al27_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Si28_to_p_Al27_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Si28_to_p_Al27_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Si28_to_p_Al27_derived) = drate_dT;
+        }
     }
-    rate_Ni56_to_He4_Fe52_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ni56_to_He4_Fe52_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni56_to_He4_Fe52_derived) = drate_dT;
 
-    }
-    rate_C12_to_He4_He4_He4_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_C12_to_He4_He4_He4_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_to_He4_He4_He4_derived) = drate_dT;
+    {
+        // Si28_to_He4_Mg24_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Si28_to_He4_Mg24_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Si28_to_He4_Mg24_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Si28_to_He4_Mg24_derived) = drate_dT;
+        }
     }
-    rate_p_O16_to_He4_N13_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_O16_to_He4_N13_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O16_to_He4_N13_derived) = drate_dT;
 
-    }
-    rate_He4_Ne20_to_p_Na23_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Ne20_to_p_Na23_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_p_Na23_derived) = drate_dT;
+    {
+        // S32_to_p_P31_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_S32_to_p_P31_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_S32_to_p_P31_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_S32_to_p_P31_derived) = drate_dT;
+        }
     }
-    rate_He4_Mg24_to_p_Al27_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Mg24_to_p_Al27_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_p_Al27_derived) = drate_dT;
 
-    }
-    rate_He4_Si28_to_p_P31_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Si28_to_p_P31_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_p_P31_derived) = drate_dT;
+    {
+        // S32_to_He4_Si28_derived
 
-    }
-    rate_p_nse_Mn51_to_He4_Cr48_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_nse_Mn51_to_He4_Cr48_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_nse_Mn51_to_He4_Cr48_derived) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_S32_to_He4_Si28_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_S32_to_He4_Si28_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_S32_to_He4_Si28_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_p_nse_Co55_to_He4_Fe52_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_nse_Co55_to_He4_Fe52_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_nse_Co55_to_He4_Fe52_derived) = drate_dT;
+    {
+        // Fe52_to_p_nse_Mn51_derived
 
-    }
-    rate_Co55_to_p_nse_Fe54_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Co55_to_p_nse_Fe54_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Co55_to_p_nse_Fe54_derived) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe52_to_p_nse_Mn51_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Fe52_to_p_nse_Mn51_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe52_to_p_nse_Mn51_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_Co56_to_n_Co55_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Co56_to_n_Co55_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Co56_to_n_Co55_derived) = drate_dT;
+    {
+        // Fe52_to_He4_Cr48_derived
 
-    }
-    rate_Co57_to_n_Co56_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Co57_to_n_Co56_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Co57_to_n_Co56_derived) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe52_to_He4_Cr48_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Fe52_to_He4_Cr48_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe52_to_He4_Cr48_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_Co57_to_p_nse_Fe56_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Co57_to_p_nse_Fe56_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Co57_to_p_nse_Fe56_derived) = drate_dT;
-
-    }
-    rate_Ni58_to_p_nse_Co57_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ni58_to_p_nse_Co57_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni58_to_p_nse_Co57_derived) = drate_dT;
-
-    }
-    rate_Ni58_to_He4_Fe54_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ni58_to_He4_Fe54_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni58_to_He4_Fe54_derived) = drate_dT;
-
-    }
-    rate_p_nse_Fe54_to_He4_Mn51_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_nse_Fe54_to_He4_Mn51_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_nse_Fe54_to_He4_Mn51_derived) = drate_dT;
-
-    }
-    rate_He4_Fe54_to_p_nse_Co57_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Fe54_to_p_nse_Co57_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe54_to_p_nse_Co57_derived) = drate_dT;
+    {
+        // Co55_to_He4_Mn51_derived
 
-    }
-    rate_p_nse_Fe56_to_n_Co56_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_nse_Fe56_to_n_Co56_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_nse_Fe56_to_n_Co56_derived) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Co55_to_He4_Mn51_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Co55_to_He4_Mn51_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Co55_to_He4_Mn51_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_p_nse_Co56_to_n_Ni56_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_nse_Co56_to_n_Ni56_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_nse_Co56_to_n_Ni56_derived) = drate_dT;
+    {
+        // Ni56_to_p_nse_Co55_derived
 
-    }
-    rate_p_nse_Ni58_to_He4_Co55_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_nse_Ni58_to_He4_Co55_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_nse_Ni58_to_He4_Co55_derived) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni56_to_p_nse_Co55_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ni56_to_p_nse_Co55_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni56_to_p_nse_Co55_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_He4_S32_to_p_Cl35_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_S32_to_p_Cl35_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_removed) = drate_dT;
+    {
+        // Ni56_to_He4_Fe52_derived
 
-    }
-    rate_Ar36_to_He4_S32_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ar36_to_He4_S32_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ar36_to_He4_S32_removed) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni56_to_He4_Fe52_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ni56_to_He4_Fe52_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni56_to_He4_Fe52_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_Ar36_to_p_Cl35_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ar36_to_p_Cl35_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ar36_to_p_Cl35_removed) = drate_dT;
+    {
+        // C12_to_He4_He4_He4_derived
 
-    }
-    rate_He4_Ar36_to_p_K39_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Ar36_to_p_K39_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_removed) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_C12_to_He4_He4_He4_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_C12_to_He4_He4_He4_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_to_He4_He4_He4_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_Ca40_to_He4_Ar36_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ca40_to_He4_Ar36_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca40_to_He4_Ar36_removed) = drate_dT;
+    {
+        // p_O16_to_He4_N13_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O16);
+        }
+#endif
+        rate_p_O16_to_He4_N13_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_O16_to_He4_N13_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O16_to_He4_N13_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ne20_to_p_Na23_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ne20);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ne20);
+        }
+#endif
+        rate_He4_Ne20_to_p_Na23_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Ne20_to_p_Na23_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ne20_to_p_Na23_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mg24_to_p_Al27_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mg24);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mg24);
+        }
+#endif
+        rate_He4_Mg24_to_p_Al27_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Mg24_to_p_Al27_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mg24_to_p_Al27_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Si28_to_p_P31_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Si28);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Si28);
+        }
+#endif
+        rate_He4_Si28_to_p_P31_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Si28_to_p_P31_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Si28_to_p_P31_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_nse_Mn51_to_He4_Cr48_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_nse_Mn51);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_nse_Mn51);
+        }
+#endif
+        rate_p_nse_Mn51_to_He4_Cr48_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_nse_Mn51_to_He4_Cr48_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_nse_Mn51_to_He4_Cr48_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_nse_Co55_to_He4_Fe52_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_nse_Co55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_nse_Co55);
+        }
+#endif
+        rate_p_nse_Co55_to_He4_Fe52_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_nse_Co55_to_He4_Fe52_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_nse_Co55_to_He4_Fe52_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Co55_to_p_nse_Fe54_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Co55_to_p_nse_Fe54_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Co55_to_p_nse_Fe54_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Co55_to_p_nse_Fe54_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Co56_to_n_Co55_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Co56_to_n_Co55_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Co56_to_n_Co55_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Co56_to_n_Co55_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Co57_to_n_Co56_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Co57_to_n_Co56_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Co57_to_n_Co56_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Co57_to_n_Co56_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Co57_to_p_nse_Fe56_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Co57_to_p_nse_Fe56_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Co57_to_p_nse_Fe56_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Co57_to_p_nse_Fe56_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ni58_to_p_nse_Co57_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni58_to_p_nse_Co57_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ni58_to_p_nse_Co57_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni58_to_p_nse_Co57_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ni58_to_He4_Fe54_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni58_to_He4_Fe54_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ni58_to_He4_Fe54_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni58_to_He4_Fe54_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_nse_Fe54_to_He4_Mn51_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_nse_Fe54);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_nse_Fe54);
+        }
+#endif
+        rate_p_nse_Fe54_to_He4_Mn51_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_nse_Fe54_to_He4_Mn51_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_nse_Fe54_to_He4_Mn51_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe54_to_p_nse_Co57_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe54);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe54);
+        }
+#endif
+        rate_He4_Fe54_to_p_nse_Co57_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Fe54_to_p_nse_Co57_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe54_to_p_nse_Co57_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_nse_Fe56_to_n_Co56_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_nse_Fe56);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_nse_Fe56);
+        }
+#endif
+        rate_p_nse_Fe56_to_n_Co56_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_nse_Fe56_to_n_Co56_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_nse_Fe56_to_n_Co56_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_nse_Co56_to_n_Ni56_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_nse_Co56);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_nse_Co56);
+        }
+#endif
+        rate_p_nse_Co56_to_n_Ni56_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_nse_Co56_to_n_Ni56_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_nse_Co56_to_n_Ni56_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_nse_Ni58_to_He4_Co55_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_nse_Ni58);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_nse_Ni58);
+        }
+#endif
+        rate_p_nse_Ni58_to_He4_Co55_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_nse_Ni58_to_He4_Co55_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_nse_Ni58_to_He4_Co55_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_S32_to_p_Cl35_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_S32);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_S32);
+        }
+#endif
+        rate_He4_S32_to_p_Cl35_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_S32_to_p_Cl35_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ar36_to_He4_S32_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ar36_to_He4_S32_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ar36_to_He4_S32_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ar36_to_He4_S32_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ar36_to_p_Cl35_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ar36_to_p_Cl35_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ar36_to_p_Cl35_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ar36_to_p_Cl35_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ar36_to_p_K39_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ar36);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ar36);
+        }
+#endif
+        rate_He4_Ar36_to_p_K39_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Ar36_to_p_K39_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ca40_to_He4_Ar36_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ca40_to_He4_Ar36_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ca40_to_He4_Ar36_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ca40_to_He4_Ar36_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ca40_to_p_K39_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ca40_to_p_K39_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ca40_to_p_K39_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ca40_to_p_K39_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ca40_to_p_Sc43_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ca40);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ca40);
+        }
+#endif
+        rate_He4_Ca40_to_p_Sc43_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ti44_to_He4_Ca40_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ti44_to_He4_Ca40_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ti44_to_He4_Ca40_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ti44_to_He4_Ca40_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ti44_to_p_Sc43_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ti44_to_p_Sc43_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ti44_to_p_Sc43_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ti44_to_p_Sc43_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Cr48_to_He4_Ti44_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cr48_to_He4_Ti44_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Cr48_to_He4_Ti44_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cr48_to_He4_Ti44_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Cr48_to_p_V47_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cr48_to_p_V47_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Cr48_to_p_V47_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cr48_to_p_V47_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_V47_to_He4_Ti44_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_V47);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_V47);
+        }
+#endif
+        rate_p_V47_to_He4_Ti44_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_V47_to_He4_Ti44_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_derived) = drate_dT;
+        }
     }
-    rate_Ca40_to_p_K39_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ca40_to_p_K39_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca40_to_p_K39_removed) = drate_dT;
 
-    }
-    rate_He4_Ca40_to_p_Sc43_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_removed) = drate_dT;
+    {
+        // Fe54_to_n_Fe53_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe54_to_n_Fe53_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Fe54_to_n_Fe53_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe54_to_n_Fe53_derived) = drate_dT;
+        }
     }
-    rate_Ti44_to_He4_Ca40_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ti44_to_He4_Ca40_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti44_to_He4_Ca40_removed) = drate_dT;
 
-    }
-    rate_Ti44_to_p_Sc43_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ti44_to_p_Sc43_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti44_to_p_Sc43_removed) = drate_dT;
+    {
+        // Fe53_to_n_Fe52_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe53_to_n_Fe52_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Fe53_to_n_Fe52_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe53_to_n_Fe52_derived) = drate_dT;
+        }
     }
-    rate_Cr48_to_He4_Ti44_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Cr48_to_He4_Ti44_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr48_to_He4_Ti44_removed) = drate_dT;
 
-    }
-    rate_Cr48_to_p_V47_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Cr48_to_p_V47_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr48_to_p_V47_removed) = drate_dT;
+    {
+        // Fe56_to_n_Fe55_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe56_to_n_Fe55_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Fe56_to_n_Fe55_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe56_to_n_Fe55_derived) = drate_dT;
+        }
     }
-    rate_p_V47_to_He4_Ti44_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_V47_to_He4_Ti44_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_removed) = drate_dT;
 
-    }
-    rate_Fe54_to_n_Fe53_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Fe54_to_n_Fe53_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe54_to_n_Fe53_removed) = drate_dT;
+    {
+        // Fe55_to_n_Fe54_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe55_to_n_Fe54_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Fe55_to_n_Fe54_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe55_to_n_Fe54_derived) = drate_dT;
+        }
     }
-    rate_Fe53_to_n_Fe52_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Fe53_to_n_Fe52_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe53_to_n_Fe52_removed) = drate_dT;
 
-    }
-    rate_Fe56_to_n_Fe55_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Fe56_to_n_Fe55_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe56_to_n_Fe55_removed) = drate_dT;
+    {
+        // Ni58_to_n_Ni57_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni58_to_n_Ni57_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ni58_to_n_Ni57_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni58_to_n_Ni57_derived) = drate_dT;
+        }
     }
-    rate_Fe55_to_n_Fe54_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Fe55_to_n_Fe54_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe55_to_n_Fe54_removed) = drate_dT;
 
-    }
-    rate_Ni58_to_n_Ni57_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ni58_to_n_Ni57_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni58_to_n_Ni57_removed) = drate_dT;
+    {
+        // Ni57_to_n_Ni56_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni57_to_n_Ni56_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ni57_to_n_Ni56_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni57_to_n_Ni56_derived) = drate_dT;
+        }
     }
-    rate_Ni57_to_n_Ni56_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ni57_to_n_Ni56_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni57_to_n_Ni56_removed) = drate_dT;
 
-    }
 
 }
 #endif
diff --git a/networks/he-burn/he-burn-28amnp/he-burn-28amnp-zoom.png b/networks/he-burn/he-burn-28amnp/he-burn-28amnp-zoom.png
index 75a26ce4c5..3b8619e31b 100644
Binary files a/networks/he-burn/he-burn-28amnp/he-burn-28amnp-zoom.png and b/networks/he-burn/he-burn-28amnp/he-burn-28amnp-zoom.png differ
diff --git a/networks/he-burn/he-burn-28amnp/he-burn-28amnp.png b/networks/he-burn/he-burn-28amnp/he-burn-28amnp.png
index 44910c3f3b..f754b30a04 100644
Binary files a/networks/he-burn/he-burn-28amnp/he-burn-28amnp.png and b/networks/he-burn/he-burn-28amnp/he-burn-28amnp.png differ
diff --git a/networks/he-burn/he-burn-28amnp/interp_tools.H b/networks/he-burn/he-burn-28amnp/interp_tools.H
index 5444bb552a..bbc0d26855 100644
--- a/networks/he-burn/he-burn-28amnp/interp_tools.H
+++ b/networks/he-burn/he-burn-28amnp/interp_tools.H
@@ -55,7 +55,7 @@ namespace interp_net {
 
         if (x0 < x_array(left)) {
             idx = left;
-        } else if (x0 > x_array(right)) {
+        } else if (x0 >= x_array(right)) {
             idx = right - 1;
         } else {
             idx = find_index(x0, x_array);
diff --git a/networks/he-burn/he-burn-28amnp/modified_rates.H b/networks/he-burn/he-burn-28amnp/modified_rates.H
new file mode 100644
index 0000000000..e0ca08a1dd
--- /dev/null
+++ b/networks/he-burn/he-burn-28amnp/modified_rates.H
@@ -0,0 +1,166 @@
+#ifndef MODIFIED_RATES_H
+#define MODIFIED_RATES_H
+
+#include <AMReX.H>
+#include <AMReX_Print.H>
+
+#include <tfactors.H>
+#include <actual_network.H>
+#include <rate_type.H>
+#include <temperature_table_rates.H>
+#include <reaclib_rates.H>
+
+namespace modified_rates {
+
+    using namespace temp_tabular;
+
+    template <int do_T_derivatives>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    void rate_He4_N14_to_Ne20_modified(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
+
+        // N14 + 1.5 He4 --> Ne20 (calls the underlying rate)
+
+        rate_He4_N14_to_F18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+    }
+
+    template <int do_T_derivatives>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    void rate_p_O16_to_N14_He4_modified(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
+
+        // O16 + p + p --> N14 + He4 (calls the underlying rate)
+
+        rate_p_O16_to_F17_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+    }
+
+    template <int do_T_derivatives>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    void rate_C12_C12_to_Mg24_modified(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
+
+        // C12 + C12 --> Mg24 (calls the underlying rate)
+
+        rate_C12_C12_to_n_Mg23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+    }
+
+    template <int do_T_derivatives>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    void rate_O16_O16_to_S32_modified(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
+
+        // O16 + O16 --> S32 (calls the underlying rate)
+
+        rate_O16_O16_to_n_S31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+    }
+
+    template <int do_T_derivatives>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    void rate_C12_O16_to_Si28_modified(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
+
+        // O16 + C12 --> Si28 (calls the underlying rate)
+
+        rate_C12_O16_to_n_Si27_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+    }
+
+
+    template <int do_T_derivatives, typename T>
+    AMREX_GPU_HOST_DEVICE AMREX_INLINE
+    void
+    fill_rates([[maybe_unused]] const tf_t& tfactors,
+               [[maybe_unused]] T& rate_eval)
+    {
+
+        [[maybe_unused]] amrex::Real rate;
+        [[maybe_unused]] amrex::Real drate_dT;
+
+        {
+            // He4_N14_to_Ne20_modified
+
+            amrex::Real log_scor {0.0_rt};
+            amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+            log_scor = rate_eval.log_screen(k_He4_N14);
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_N14);
+            }
+#endif
+            rate_He4_N14_to_Ne20_modified<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+            rate_eval.screened_rates(k_He4_N14_to_Ne20_modified) = rate;
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                rate_eval.dscreened_rates_dT(k_He4_N14_to_Ne20_modified) = drate_dT;
+            }
+        }
+
+        {
+            // p_O16_to_N14_He4_modified
+
+            amrex::Real log_scor {0.0_rt};
+            amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+            log_scor = rate_eval.log_screen(k_p_O16);
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O16);
+            }
+#endif
+            rate_p_O16_to_N14_He4_modified<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+            rate_eval.screened_rates(k_p_O16_to_N14_He4_modified) = rate;
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                rate_eval.dscreened_rates_dT(k_p_O16_to_N14_He4_modified) = drate_dT;
+            }
+        }
+
+        {
+            // C12_C12_to_Mg24_modified
+
+            amrex::Real log_scor {0.0_rt};
+            amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+            log_scor = rate_eval.log_screen(k_C12_C12);
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_C12);
+            }
+#endif
+            rate_C12_C12_to_Mg24_modified<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+            rate_eval.screened_rates(k_C12_C12_to_Mg24_modified) = rate;
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                rate_eval.dscreened_rates_dT(k_C12_C12_to_Mg24_modified) = drate_dT;
+            }
+        }
+
+        {
+            // O16_O16_to_S32_modified
+
+            amrex::Real log_scor {0.0_rt};
+            amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+            log_scor = rate_eval.log_screen(k_O16_O16);
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                dlog_scor_dT = rate_eval.dlog_screen_dT(k_O16_O16);
+            }
+#endif
+            rate_O16_O16_to_S32_modified<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+            rate_eval.screened_rates(k_O16_O16_to_S32_modified) = rate;
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                rate_eval.dscreened_rates_dT(k_O16_O16_to_S32_modified) = drate_dT;
+            }
+        }
+
+        {
+            // C12_O16_to_Si28_modified
+
+            amrex::Real log_scor {0.0_rt};
+            amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+            log_scor = rate_eval.log_screen(k_C12_O16);
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_O16);
+            }
+#endif
+            rate_C12_O16_to_Si28_modified<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+            rate_eval.screened_rates(k_C12_O16_to_Si28_modified) = rate;
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                rate_eval.dscreened_rates_dT(k_C12_O16_to_Si28_modified) = drate_dT;
+            }
+        }
+
+
+    }
+}
+#endif
diff --git a/networks/he-burn/he-burn-28amnp/partition_functions.H b/networks/he-burn/he-burn-28amnp/partition_functions.H
index 6cb5605e4d..a2358572a0 100644
--- a/networks/he-burn/he-burn-28amnp/partition_functions.H
+++ b/networks/he-burn/he-burn-28amnp/partition_functions.H
@@ -22,7 +22,7 @@ namespace part_fun {
 
     // this is T9
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> temp_array_1 = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> temp_array_1 = {
         0.01, 0.15, 0.2, 0.3, 0.4,
         0.5, 0.6, 0.7, 0.8, 0.9,
         1.0, 1.5, 2.0, 2.5, 3.0,
@@ -45,7 +45,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> O16_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> O16_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
@@ -69,7 +69,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ne20_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ne20_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 1.5999872001381317e-05, 0.00038192705657577196, 0.0025407695097516073, 0.008962714607884434,
@@ -93,7 +93,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Na23_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Na23_pf_array = {
         0.0, 0.0, 0.0, 0.0, 3.999991999914312e-06,
         5.499848755537228e-05, 0.0003019544071791481, 0.0010184811719273939, 0.002532789778269521, 0.0051397687298581594,
         0.00904794362623629, 0.048651106882368046, 0.11044327651595648, 0.1779034781081781, 0.24236561796080108,
@@ -117,10 +117,10 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Mg24_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Mg24_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
-        9.999994999180668e-07, 0.0001259920626667995, 0.0017764212290928272, 0.008665347199341391, 0.02478529122240376,
+        9.999994999180668e-07, 0.0001259920626667995, 0.0017764212290928272, 0.008665347199341391, 0.024785291222403763,
         0.05209612203517594, 0.09017063128626053, 0.13704782771330884, 0.19024508258946665, 0.30679917070896673,
         0.42717245621910793, 0.5457138884802113, 0.660894613389287, 0.773014180490088, 0.9932517730102834,
         1.2119409739751128, 1.4398351280479205, 1.682688374173693, 1.9487632180377197, 2.244955980157409,
@@ -141,7 +141,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Al27_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Al27_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 1.9999980000601777e-06, 7.999968000178667e-06,
         2.3999712004631918e-05, 0.0007467211343664971, 0.0043365834151270505, 0.012613119117341724, 0.025879225360058624,
@@ -165,7 +165,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Si28_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Si28_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 4.999987500074422e-06, 0.00016398655347018683, 0.0012951609168895288, 0.005118876169847203,
@@ -189,7 +189,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> P31_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> P31_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         9.999994999180668e-07, 0.00011099383995581128, 0.0012951609168895288, 0.005682822135497365, 0.015358452840402968,
@@ -213,11 +213,11 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> S32_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> S32_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 1.1999928000476974e-05, 0.0001599872013651075, 0.0008965979359162839,
-        0.0030782573008273765, 0.007778667567807429, 0.01603376935914739, 0.02868269041229125, 0.06934041108806749,
+        0.003078257300827377, 0.007778667567807429, 0.01603376935914739, 0.02868269041229125, 0.06934041108806749,
         0.13236245968854618, 0.21875794860165648, 0.32915769331179123, 0.4643325791959468, 0.8109302162163288,
         1.2669476034873244, 1.81319474994812, 2.4336133554004498, 3.086486636822455, 3.756538102587751,
         4.4272389774954295, 5.093750200806762, 5.746203190540153, 6.386879319362645, 7.940939762327791,
@@ -237,7 +237,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Cl35_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Cl35_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 4.1999118024792734e-05, 0.0004768862716642343, 0.002171640281399847, 0.006214649003101918,
@@ -261,7 +261,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ar36_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ar36_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 9.999994999180668e-07, 5.399854205248437e-05, 0.0005328580059528724, 0.0024460060865663185,
@@ -285,7 +285,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> K39_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> K39_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 8.999959500168733e-06, 7.899687966427683e-05,
@@ -309,7 +309,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ca40_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ca40_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 7.999968000178667e-06,
@@ -333,7 +333,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Sc43_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Sc43_pf_array = {
         0.0, 3.999991999914312e-06, 7.399726213497465e-05, 0.001402016715091746, 0.006077494560027172,
         0.014618625311574956, 0.02619392408247513, 0.039701366851552046, 0.05424762604898671, 0.06923404240290812,
         0.08429886812818674, 0.15680885802481764, 0.22576092300652262, 0.2958459074810483, 0.3697667707656917,
@@ -357,7 +357,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ti44_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ti44_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 9.999994999180668e-07, 3.999991999914312e-06,
         1.6999855501571383e-05, 0.001148340404701717, 0.009309531525720607, 0.03254753540924965, 0.07466488847560604,
@@ -381,7 +381,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> V47_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> V47_pf_array = {
         5.799831806492598e-05, 0.0017464740260096463, 0.009732485344379859, 0.056357648868795907, 0.13811537012749586,
         0.23671188375470134, 0.33785770498795076, 0.4340856062023528, 0.5224146112876673, 0.6021781642551665,
         0.6737563884480131, 0.9374767156169274, 1.1057414821365488, 1.2270658944596067, 1.3241582851318665,
@@ -405,7 +405,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Cr48_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Cr48_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 1.9999980000601777e-06, 1.8999819502277547e-05, 9.099585975123644e-05, 0.0003069528851426514,
         0.0008086729358847522, 0.01474081832149851, 0.06183142275093884, 0.143112843568674, 0.24629820135844444,
@@ -429,7 +429,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Mn51_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Mn51_pf_array = {
         0.0, 0.0, 9.999994999180668e-07, 0.00013899034039500225, 0.001371059667992007,
         0.005417299897942013, 0.013501443923597083, 0.02583439952789853, 0.0418873468309038, 0.060801547340661864,
         0.08168044277606486, 0.19327880627694072, 0.29229193070917964, 0.3745845060072903, 0.44569620808461924,
@@ -453,7 +453,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Fe52_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Fe52_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 3.999991999914312e-06, 2.1999758003515767e-05, 8.699621571943491e-05,
         0.00026096594542543384, 0.006963697081509575, 0.035510955889664755, 0.09259923578662213, 0.17220724583011637,
@@ -477,7 +477,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Fe53_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Fe53_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 2.9999954999842446e-06, 1.3999902000873147e-05, 4.6998895534514674e-05,
         0.00012399231263549523, 0.0022973590486834584, 0.010342333218121334, 0.026671141814813795, 0.05206005035504811,
@@ -501,7 +501,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Fe54_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Fe54_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 9.299567576799903e-05, 0.0014169955873925225, 0.007321134970553677, 0.022123461487622495,
@@ -525,7 +525,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Fe55_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Fe55_pf_array = {
         0.0, 0.0, 0.0, 0.0, 2.9999954999842446e-06,
         3.599935201547656e-05, 0.0001749846892862601, 0.0005458509962348388, 0.0012811789396579938, 0.002489897630568308,
         0.0042439815567507835, 0.021723330583716026, 0.052838150482648706, 0.09687441030310566, 0.15356793863801727,
@@ -549,10 +549,10 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Fe56_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Fe56_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 3.999991999914312e-06, 2.2999735504161862e-05, 9.099585975123644e-05,
-        0.00026996355655966415, 0.007115623795532719, 0.036122649876509136, 0.09416770925148646, 0.17582214798729476,
+        0.00026996355655966415, 0.00711562379553272, 0.036122649876509136, 0.09416770925148646, 0.17582214798729476,
         0.2723587679931664, 0.37744210592173955, 0.4880608616770881, 0.6035325999923254, 0.8511487220072201,
         1.1254226572294825, 1.4290963940696066, 1.7632754575255085, 2.1292725925101696, 2.9601050959108397,
         3.9080149840306073, 4.9344739331306915, 6.0014148779611505, 7.07326971745971, 8.151909872940905,
@@ -573,11 +573,11 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Co55_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Co55_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 1.9999980000601777e-06, 3.299945551192844e-05, 0.0002149768908123338,
-        0.0008776147834635239, 0.002650484360963482, 0.006510758935580232, 0.013783568660113304, 0.04542450669313041,
+        0.0008776147834635239, 0.0026504843609634825, 0.006510758935580232, 0.013783568660113304, 0.04542450669313041,
         0.11337689843044624, 0.2341190990271887, 0.4197354671252422, 0.6733637730790638, 1.3506671834767394,
         2.175887439948088, 3.068052935133617, 3.9982007016691985, 4.948759890378168, 5.910796644040527,
         6.887552571664617, 7.874739125171811, 8.869257522797287, 9.87302834505142, 12.392552212472792,
@@ -597,7 +597,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Co56_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Co56_pf_array = {
         0.0, 3.999991999914312e-06, 7.899687966427683e-05, 0.001695561722441503, 0.007822325681129151,
         0.019497678843342036, 0.03570492462077664, 0.05483944934120235, 0.07551926153050333, 0.09679362441063856,
         0.11809143254161966, 0.21920299752019912, 0.3136779817234165, 0.4068994123352315, 0.5003509554719695,
@@ -621,7 +621,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Co57_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Co57_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         9.999994999180668e-07, 0.00011499338800700186, 0.0013730569257571538, 0.006397492336686245, 0.01850276323097546,
@@ -645,11 +645,11 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ni56_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ni56_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 9.999994999180668e-07, 1.7999838002017484e-05, 0.00014798904908051437,
-        0.0006687763192560828, 0.0021007917908672197, 0.0051805577080849445, 0.0108093677159202, 0.033929817942853414,
+        0.0006687763192560828, 0.0021007917908672197, 0.005180557708084945, 0.0108093677159202, 0.033929817942853414,
         0.08125919821801637, 0.16557206393583876, 0.30308828495767837, 0.5109446166860524, 1.172482137234565,
         2.102913897864978, 3.1654750481410856, 4.272490747605575, 5.389071729816501, 6.498282149476434,
         7.605890001053122, 8.712759974960212, 9.814656338829513, 10.918718232265187, 13.664687668229691,
@@ -669,7 +669,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ni57_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ni57_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 9.999994999180668e-07, 3.999991999914312e-06, 2.1999758003515767e-05, 7.499718764066433e-05,
         0.00020197960074708863, 0.004008953397104444, 0.0179813619557224, 0.04424365396121746, 0.08043463086160929,
@@ -693,11 +693,11 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ni58_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ni58_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 6.499788759151895e-05, 0.0010874085569544608, 0.005954238288214293, 0.018769741111677243,
-        0.04333627107625303, 0.08256291389970516, 0.13844890680808367, 0.21212628348615897, 0.4130674701171434,
+        0.04333627107625303, 0.08256291389970516, 0.1384489068080837, 0.21212628348615897, 0.4130674701171434,
         0.6787038764017188, 0.9964869046943904, 1.355513968039992, 1.7493953139667429, 2.624668592163159,
         3.6082115510464816, 4.653960350157523, 5.736572297479192, 6.834108738813838, 7.937374696163295,
         9.038365107236372, 10.142504453006628, 11.247656987355347, 12.35017298950393, 15.107494239612924,
@@ -717,7 +717,7 @@ namespace part_fun {
     // interpolation routine
 
     template <typename T>
-    AMREX_GPU_HOST_DEVICE AMREX_INLINE
+    AMREX_GPU_DEVICE AMREX_INLINE
     void interpolate_pf(const amrex::Real t9, int idx,
                         const T& temp_array, const T& pf_array,
                         amrex::Real& logpf, amrex::Real& dlogpf_dT9) {
@@ -763,7 +763,7 @@ namespace part_fun {
         amrex::Array2D<amrex::Real, 1, NumSpecTotal, 1, 2, amrex::Order::C> data;
         int index_temp_array_1{-1};
 
-        AMREX_GPU_HOST_DEVICE AMREX_INLINE
+        AMREX_GPU_DEVICE AMREX_INLINE
         pf_cache_t() {
             // The entries will be default-initialized to -900,
             // log(partition_function) should never be -900.
@@ -779,7 +779,7 @@ namespace part_fun {
 // get the partition function for nucleus inuc.  Here pf_cache
 // should already contain the index into the temp / pf arrays
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function(const int inuc,
                             [[maybe_unused]] const amrex::Real T9,
                             const part_fun::pf_cache_t& pf_cache,
@@ -975,7 +975,7 @@ void get_partition_function(const int inuc,
 // index into the arrays. Uses tfactors instead of T9 as argument,
 // and returns pf and dpf_dT instead of logpf and dlogpf_dT9
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function(const int inuc,
                             [[maybe_unused]] const tf_t& tfactors,
                             amrex::Real& pf, amrex::Real& dpf_dT) {
@@ -995,7 +995,7 @@ void get_partition_function(const int inuc,
 }
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function_cached(const int inuc, const amrex::Real T9,
                                    part_fun::pf_cache_t& pf_cache,
                                    amrex::Real& logpf, amrex::Real& dlogpf_dT9) {
@@ -1013,7 +1013,7 @@ void get_partition_function_cached(const int inuc, const amrex::Real T9,
 
 
 template <int spec>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 constexpr amrex::Real get_spin_state() {
 
     static_assert(spec >= 1 && spec <= NumSpec);
@@ -1078,7 +1078,7 @@ constexpr amrex::Real get_spin_state() {
 
 // Legacy (non-templated) interface
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 amrex::Real get_spin_state (int spec) {
 
     amrex::Real s = -1.0_rt;
diff --git a/networks/he-burn/he-burn-28amnp/pynucastro-info.txt b/networks/he-burn/he-burn-28amnp/pynucastro-info.txt
index e055581de4..6256cf5f54 100644
--- a/networks/he-burn/he-burn-28amnp/pynucastro-info.txt
+++ b/networks/he-burn/he-burn-28amnp/pynucastro-info.txt
@@ -1 +1 @@
-pynucastro version: 2.9.0-28-gbcc09d414
+pynucastro version: 2.11.0-7-g6944c31a3
diff --git a/networks/he-burn/he-burn-28amnp/rate_type.H b/networks/he-burn/he-burn-28amnp/rate_type.H
new file mode 100644
index 0000000000..4819ade44e
--- /dev/null
+++ b/networks/he-burn/he-burn-28amnp/rate_type.H
@@ -0,0 +1,25 @@
+#ifndef NET_RATE_TYPE_H
+#define NET_RATE_TYPE_H
+
+#include <actual_network.H>
+
+struct rate_t {
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  screened_rates;
+#ifdef SCREENING
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  log_screen;
+#endif
+    amrex::Real enuc_weak;
+};
+
+struct rate_derivs_t {
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  screened_rates;
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  dscreened_rates_dT;
+#ifdef SCREENING
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  log_screen;
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  dlog_screen_dT;
+#endif
+    amrex::Real enuc_weak;
+};
+
+
+#endif
\ No newline at end of file
diff --git a/networks/he-burn/he-burn-28amnp/reaclib_rates.H b/networks/he-burn/he-burn-28amnp/reaclib_rates.H
index 951f04a3dd..4d3222ff26 100644
--- a/networks/he-burn/he-burn-28amnp/reaclib_rates.H
+++ b/networks/he-burn/he-burn-28amnp/reaclib_rates.H
@@ -6,25 +6,14 @@
 
 #include <tfactors.H>
 #include <actual_network.H>
+#include <rate_type.H>
 
 using namespace Rates;
 using namespace Species;
 
-struct rate_t {
-    amrex::Array1D<amrex::Real, 1, NumRates>  screened_rates;
-    amrex::Real enuc_weak;
-};
-
-struct rate_derivs_t {
-    amrex::Array1D<amrex::Real, 1, NumRates>  screened_rates;
-    amrex::Array1D<amrex::Real, 1, NumRates>  dscreened_rates_dT;
-    amrex::Real enuc_weak;
-};
-
-
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + p --> N13
 
@@ -39,9 +28,13 @@ void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  17.1482 + -13.692 * tfactors.T913i + -0.230881 * tfactors.T913
                          + 4.44362 * tfactors.T9 + -3.15898 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -13.692 * tfactors.T943i + (1.0/3.0) * -0.230881 * tfactors.T923i
                                   + 4.44362 + (5.0/3.0) * -3.15898 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -56,9 +49,13 @@ void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  17.5428 + -3.77849 * tfactors.T9i + -5.10735 * tfactors.T913i + -2.24111 * tfactors.T913
                          + 0.148883 * tfactors.T9 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.77849 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -5.10735 * tfactors.T943i + (1.0/3.0) * -2.24111 * tfactors.T923i
                                   + 0.148883 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -72,8 +69,8 @@ void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + He4 --> O16
 
@@ -88,9 +85,13 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  254.634 + -1.84097 * tfactors.T9i + 103.411 * tfactors.T913i + -420.567 * tfactors.T913
                          + 64.0874 * tfactors.T9 + -12.4624 * tfactors.T953 + 137.303 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.84097 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 103.411 * tfactors.T943i + (1.0/3.0) * -420.567 * tfactors.T923i
                                   + 64.0874 + (5.0/3.0) * -12.4624 * tfactors.T923 + 137.303 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -105,9 +106,13 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  69.6526 + -1.39254 * tfactors.T9i + 58.9128 * tfactors.T913i + -148.273 * tfactors.T913
                          + 9.08324 * tfactors.T9 + -0.541041 * tfactors.T953 + 70.3554 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.39254 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 58.9128 * tfactors.T943i + (1.0/3.0) * -148.273 * tfactors.T923i
                                   + 9.08324 + (5.0/3.0) * -0.541041 * tfactors.T923 + 70.3554 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -121,8 +126,8 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + He4 --> Ne20
 
@@ -137,9 +142,13 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  3.88571 + -10.3585 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.3585 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -154,9 +163,13 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  23.903 + -39.7262 * tfactors.T913i + -0.210799 * tfactors.T913
                          + 0.442879 * tfactors.T9 + -0.0797753 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.7262 * tfactors.T943i + (1.0/3.0) * -0.210799 * tfactors.T923i
                                   + 0.442879 + (5.0/3.0) * -0.0797753 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -171,9 +184,13 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  9.50848 + -12.7643 * tfactors.T9i + -3.65925 * tfactors.T913
                          + 0.714224 * tfactors.T9 + -0.00107508 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.7643 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -3.65925 * tfactors.T923i
                                   + 0.714224 + (5.0/3.0) * -0.00107508 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -187,8 +204,8 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne20 + He4 --> Mg24
 
@@ -203,9 +220,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -8.79827 + -12.7809 * tfactors.T9i + 16.9229 * tfactors.T913
                          + -2.57325 * tfactors.T9 + 0.208997 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.7809 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 16.9229 * tfactors.T923i
                                   + -2.57325 + (5.0/3.0) * 0.208997 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -220,9 +241,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  1.98307 + -9.22026 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  9.22026 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -237,9 +262,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -38.7055 + -2.50605 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.50605 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -254,9 +283,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  24.5058 + -46.2525 * tfactors.T913i + 5.58901 * tfactors.T913
                          + 7.61843 * tfactors.T9 + -3.683 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -46.2525 * tfactors.T943i + (1.0/3.0) * 5.58901 * tfactors.T923i
                                   + 7.61843 + (5.0/3.0) * -3.683 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -270,8 +303,8 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na23 + p --> Mg24
 
@@ -286,9 +319,13 @@ void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  9.0594 + -3.28029 * tfactors.T9i + -0.360588 * tfactors.T913
                          + 1.4187 * tfactors.T9 + -0.184061 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.28029 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.360588 * tfactors.T923i
                                   + 1.4187 + (5.0/3.0) * -0.184061 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -303,9 +340,13 @@ void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -5.02585 + -1.61219 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.61219 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -320,9 +361,13 @@ void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  18.9075 + -20.6428 * tfactors.T913i + 1.52954 * tfactors.T913
                          + 2.7487 * tfactors.T9 + -1.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -20.6428 * tfactors.T943i + (1.0/3.0) * 1.52954 * tfactors.T923i
                                   + 2.7487 + (5.0/3.0) * -1.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -336,8 +381,8 @@ void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg24 + He4 --> Si28
 
@@ -352,9 +397,13 @@ void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  8.03977 + -15.629 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  15.629 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -369,9 +418,13 @@ void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -50.5494 + -12.8332 * tfactors.T9i + 21.3721 * tfactors.T913i + 37.7649 * tfactors.T913
                          + -4.10635 * tfactors.T9 + 0.249618 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.8332 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 21.3721 * tfactors.T943i + (1.0/3.0) * 37.7649 * tfactors.T923i
                                   + -4.10635 + (5.0/3.0) * 0.249618 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -385,8 +438,8 @@ void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al27 + p --> Si28
 
@@ -401,9 +454,13 @@ void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -13.6664 + -1.90396 * tfactors.T9i + 23.8634 * tfactors.T913
                          + -3.70135 * tfactors.T9 + 0.28964 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.90396 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 23.8634 * tfactors.T923i
                                   + -3.70135 + (5.0/3.0) * 0.28964 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -418,9 +475,13 @@ void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  86.0234 + -0.387313 * tfactors.T9i + -26.8327 * tfactors.T913i + -116.137 * tfactors.T913
                          + 0.00950567 * tfactors.T9 + 0.00999755 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.387313 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -26.8327 * tfactors.T943i + (1.0/3.0) * -116.137 * tfactors.T923i
                                   + 0.00950567 + (5.0/3.0) * 0.00999755 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -435,9 +496,13 @@ void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  21.1065 + -23.2205 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -23.2205 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -451,8 +516,8 @@ void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Si28_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Si28_to_S32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si28 + He4 --> S32
 
@@ -467,9 +532,13 @@ void rate_He4_Si28_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  47.9212 + -59.4896 * tfactors.T913i + 4.47205 * tfactors.T913
                          + -4.78989 * tfactors.T9 + 0.557201 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -59.4896 * tfactors.T943i + (1.0/3.0) * 4.47205 * tfactors.T923i
                                   + -4.78989 + (5.0/3.0) * 0.557201 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -483,8 +552,8 @@ void rate_He4_Si28_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P31 + p --> S32
 
@@ -499,9 +568,13 @@ void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  0.821556 + -3.77704 * tfactors.T9i + 8.09341 * tfactors.T913
                          + -0.615971 * tfactors.T9 + 0.031159 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.77704 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 8.09341 * tfactors.T923i
                                   + -0.615971 + (5.0/3.0) * 0.031159 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -516,9 +589,13 @@ void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  -2.66839 + -2.25958 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.25958 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -533,9 +610,13 @@ void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  19.2596 + -25.3278 * tfactors.T913i + 6.4931 * tfactors.T913
                          + -9.27513 * tfactors.T9 + -0.610439 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -25.3278 * tfactors.T943i + (1.0/3.0) * 6.4931 * tfactors.T923i
                                   + -9.27513 + (5.0/3.0) * -0.610439 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -549,8 +630,8 @@ void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cr48_to_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cr48_to_Fe52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr48 + He4 --> Fe52
 
@@ -565,9 +646,13 @@ void rate_He4_Cr48_to_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  65.1754 + -86.7459 * tfactors.T913i + -9.79373 * tfactors.T913
                          + -0.772169 * tfactors.T9 + 0.155883 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -86.7459 * tfactors.T943i + (1.0/3.0) * -9.79373 * tfactors.T923i
                                   + -0.772169 + (5.0/3.0) * 0.155883 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -581,8 +666,8 @@ void rate_He4_Cr48_to_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_nse_Mn51_to_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_nse_Mn51_to_Fe52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn51 + p_nse --> Fe52
 
@@ -597,9 +682,13 @@ void rate_p_nse_Mn51_to_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  36.2596 + -36.1825 * tfactors.T913i + 0.873042 * tfactors.T913
                          + -2.89731 * tfactors.T9 + 0.364394 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -36.1825 * tfactors.T943i + (1.0/3.0) * 0.873042 * tfactors.T923i
                                   + -2.89731 + (5.0/3.0) * 0.364394 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -613,8 +702,8 @@ void rate_p_nse_Mn51_to_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mn51_to_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mn51_to_Co55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn51 + He4 --> Co55
 
@@ -629,9 +718,13 @@ void rate_He4_Mn51_to_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  65.9219 + -89.274 * tfactors.T913i + -10.4373 * tfactors.T913
                          + 1.00492 * tfactors.T9 + -0.125548 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -89.274 * tfactors.T943i + (1.0/3.0) * -10.4373 * tfactors.T923i
                                   + 1.00492 + (5.0/3.0) * -0.125548 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -645,8 +738,8 @@ void rate_He4_Mn51_to_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe52_to_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe52_to_Ni56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe52 + He4 --> Ni56
 
@@ -661,9 +754,13 @@ void rate_He4_Fe52_to_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  66.6417 + -91.6819 * tfactors.T913i + -9.51885 * tfactors.T913
                          + -0.533014 * tfactors.T9 + 0.0892607 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -91.6819 * tfactors.T943i + (1.0/3.0) * -9.51885 * tfactors.T923i
                                   + -0.533014 + (5.0/3.0) * 0.0892607 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -677,8 +774,8 @@ void rate_He4_Fe52_to_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_nse_Co55_to_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_nse_Co55_to_Ni56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co55 + p_nse --> Ni56
 
@@ -693,9 +790,13 @@ void rate_p_nse_Co55_to_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  37.3736 + -38.1053 * tfactors.T913i + -0.210947 * tfactors.T913
                          + -2.68377 * tfactors.T9 + 0.355814 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -38.1053 * tfactors.T943i + (1.0/3.0) * -0.210947 * tfactors.T923i
                                   + -2.68377 + (5.0/3.0) * 0.355814 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -709,8 +810,8 @@ void rate_p_nse_Co55_to_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + C12 --> p + Na23
 
@@ -725,9 +826,13 @@ void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  60.9649 + -84.165 * tfactors.T913i + -1.4191 * tfactors.T913
                          + -0.114619 * tfactors.T9 + -0.070307 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -84.165 * tfactors.T943i + (1.0/3.0) * -1.4191 * tfactors.T923i
                                   + -0.114619 + (5.0/3.0) * -0.070307 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -741,8 +846,8 @@ void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + C12 --> He4 + Ne20
 
@@ -757,9 +862,13 @@ void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  61.2863 + -84.165 * tfactors.T913i + -1.56627 * tfactors.T913
                          + -0.0736084 * tfactors.T9 + -0.072797 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -84.165 * tfactors.T943i + (1.0/3.0) * -1.56627 * tfactors.T923i
                                   + -0.0736084 + (5.0/3.0) * -0.072797 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -773,8 +882,8 @@ void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, a
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N13 + He4 --> p + O16
 
@@ -789,9 +898,13 @@ void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  40.4644 + -35.829 * tfactors.T913i + -0.530275 * tfactors.T913
                          + -0.982462 * tfactors.T9 + 0.0808059 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -35.829 * tfactors.T943i + (1.0/3.0) * -0.530275 * tfactors.T923i
                                   + -0.982462 + (5.0/3.0) * 0.0808059 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -805,8 +918,8 @@ void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_O16_to_p_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_O16_to_p_Al27_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + C12 --> p + Al27
 
@@ -821,9 +934,13 @@ void rate_C12_O16_to_p_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  68.5253 + 0.205134 * tfactors.T9i + -119.242 * tfactors.T913i + 13.3667 * tfactors.T913
                          + 0.295425 * tfactors.T9 + -0.267288 * tfactors.T953 + -9.91729 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.205134 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -119.242 * tfactors.T943i + (1.0/3.0) * 13.3667 * tfactors.T923i
                                   + 0.295425 + (5.0/3.0) * -0.267288 * tfactors.T923 + -9.91729 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -837,8 +954,8 @@ void rate_C12_O16_to_p_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_O16_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_O16_to_He4_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + C12 --> He4 + Mg24
 
@@ -853,9 +970,13 @@ void rate_C12_O16_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  48.5341 + 0.37204 * tfactors.T9i + -133.413 * tfactors.T913i + 50.1572 * tfactors.T913
                          + -3.15987 * tfactors.T9 + 0.0178251 * tfactors.T953 + -23.7027 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.37204 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -133.413 * tfactors.T943i + (1.0/3.0) * 50.1572 * tfactors.T923i
                                   + -3.15987 + (5.0/3.0) * 0.0178251 * tfactors.T923 + -23.7027 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -869,8 +990,8 @@ void rate_C12_O16_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, a
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_O16_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O16_O16_to_p_P31_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + O16 --> p + P31
 
@@ -885,9 +1006,13 @@ void rate_O16_O16_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  85.2628 + 0.223453 * tfactors.T9i + -145.844 * tfactors.T913i + 8.72612 * tfactors.T913
                          + -0.554035 * tfactors.T9 + -0.137562 * tfactors.T953 + -6.88807 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.223453 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -145.844 * tfactors.T943i + (1.0/3.0) * 8.72612 * tfactors.T923i
                                   + -0.554035 + (5.0/3.0) * -0.137562 * tfactors.T923 + -6.88807 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -901,8 +1026,8 @@ void rate_O16_O16_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_O16_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O16_O16_to_He4_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + O16 --> He4 + Si28
 
@@ -917,9 +1042,13 @@ void rate_O16_O16_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  97.2435 + -0.268514 * tfactors.T9i + -119.324 * tfactors.T913i + -32.2497 * tfactors.T913
                          + 1.46214 * tfactors.T9 + -0.200893 * tfactors.T953 + 13.2148 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.268514 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -119.324 * tfactors.T943i + (1.0/3.0) * -32.2497 * tfactors.T923i
                                   + 1.46214 + (5.0/3.0) * -0.200893 * tfactors.T923 + 13.2148 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -933,8 +1062,8 @@ void rate_O16_O16_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, a
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na23 + p --> He4 + Ne20
 
@@ -949,9 +1078,13 @@ void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -6.58736 + -2.31577 * tfactors.T9i + 19.7297 * tfactors.T913
                          + -2.20987 * tfactors.T9 + 0.153374 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.31577 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 19.7297 * tfactors.T923i
                                   + -2.20987 + (5.0/3.0) * 0.153374 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -966,9 +1099,13 @@ void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  0.0178295 + -1.86103 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.86103 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -983,9 +1120,13 @@ void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  18.9756 + -20.0024 * tfactors.T913i + 11.5988 * tfactors.T913
                          + -1.37398 * tfactors.T9 + -1.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -20.0024 * tfactors.T943i + (1.0/3.0) * 11.5988 * tfactors.T923i
                                   + -1.37398 + (5.0/3.0) * -1.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -999,8 +1140,8 @@ void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al27 + p --> He4 + Mg24
 
@@ -1015,9 +1156,13 @@ void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -7.02789 + -4.2425 * tfactors.T9i + 18.0416 * tfactors.T913
                          + -1.54137 * tfactors.T9 + 0.0847506 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.2425 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 18.0416 * tfactors.T923i
                                   + -1.54137 + (5.0/3.0) * 0.0847506 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1032,9 +1177,13 @@ void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -26.8683 + -0.963012 * tfactors.T9i + 5.18642 * tfactors.T913i + -34.7936 * tfactors.T913
                          + 168.225 * tfactors.T9 + -115.825 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.963012 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 5.18642 * tfactors.T943i + (1.0/3.0) * -34.7936 * tfactors.T923i
                                   + 168.225 + (5.0/3.0) * -115.825 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1049,9 +1198,13 @@ void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  29.4576 + -26.4162 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -26.4162 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1065,8 +1218,8 @@ void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P31 + p --> He4 + Si28
 
@@ -1081,9 +1234,13 @@ void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -10.893 + -3.42575 * tfactors.T9i + 21.521 * tfactors.T913
                          + -1.90355 * tfactors.T9 + 0.092724 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.42575 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 21.521 * tfactors.T923i
                                   + -1.90355 + (5.0/3.0) * 0.092724 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1098,9 +1255,13 @@ void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -12.919 + -1.87716 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.87716 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1115,9 +1276,13 @@ void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  60.8829 + -31.932 * tfactors.T913i + -77.0334 * tfactors.T913
                          + -43.6847 * tfactors.T9 + -4.28955 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -31.932 * tfactors.T943i + (1.0/3.0) * -77.0334 * tfactors.T923i
                                   + -43.6847 + (5.0/3.0) * -4.28955 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1131,8 +1296,8 @@ void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cr48_to_p_nse_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cr48_to_p_nse_Mn51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr48 + He4 --> p_nse + Mn51
 
@@ -1147,9 +1312,13 @@ void rate_He4_Cr48_to_p_nse_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate
     ln_set_rate =  59.2276 + -86.7459 * tfactors.T913i + 1.05653 * tfactors.T913
                          + -1.15757 * tfactors.T9 + 0.0877546 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -86.7459 * tfactors.T943i + (1.0/3.0) * 1.05653 * tfactors.T923i
                                   + -1.15757 + (5.0/3.0) * 0.0877546 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1163,8 +1332,8 @@ void rate_He4_Cr48_to_p_nse_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe52_to_p_nse_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe52_to_p_nse_Co55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe52 + He4 --> p_nse + Co55
 
@@ -1179,9 +1348,13 @@ void rate_He4_Fe52_to_p_nse_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate
     ln_set_rate =  62.2207 + -91.6819 * tfactors.T913i + -0.329235 * tfactors.T913
                          + -0.780924 * tfactors.T9 + 0.0425179 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -91.6819 * tfactors.T943i + (1.0/3.0) * -0.329235 * tfactors.T923i
                                   + -0.780924 + (5.0/3.0) * 0.0425179 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1195,8 +1368,8 @@ void rate_He4_Fe52_to_p_nse_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // 3 He4 --> C12
 
@@ -1211,9 +1384,13 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -11.7884 + -1.02446 * tfactors.T9i + -23.57 * tfactors.T913i + 20.4886 * tfactors.T913
                          + -12.9882 * tfactors.T9 + -20.0 * tfactors.T953 + -2.16667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.02446 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -23.57 * tfactors.T943i + (1.0/3.0) * 20.4886 * tfactors.T923i
                                   + -12.9882 + (5.0/3.0) * -20.0 * tfactors.T923 + -2.16667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1228,9 +1405,13 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -0.971052 + -37.06 * tfactors.T913i + 29.3493 * tfactors.T913
                          + -115.507 * tfactors.T9 + -10.0 * tfactors.T953 + -1.33333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -37.06 * tfactors.T943i + (1.0/3.0) * 29.3493 * tfactors.T923i
                                   + -115.507 + (5.0/3.0) * -10.0 * tfactors.T923 + -1.33333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1245,9 +1426,13 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -24.3505 + -4.12656 * tfactors.T9i + -13.49 * tfactors.T913i + 21.4259 * tfactors.T913
                          + -1.34769 * tfactors.T9 + 0.0879816 * tfactors.T953 + -13.1653 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.12656 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -13.49 * tfactors.T943i + (1.0/3.0) * 21.4259 * tfactors.T923i
                                   + -1.34769 + (5.0/3.0) * 0.0879816 * tfactors.T923 + -13.1653 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1261,8 +1446,8 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_N14_to_F18_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_N14_to_F18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N14 + He4 --> F18
 
@@ -1277,9 +1462,13 @@ void rate_He4_N14_to_F18_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  13.8995 + -10.9656 * tfactors.T9i + -5.6227 * tfactors.T913i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.9656 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -5.6227 * tfactors.T943i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1294,9 +1483,13 @@ void rate_He4_N14_to_F18_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  0.196838 + -5.16034 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.16034 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1311,9 +1504,13 @@ void rate_He4_N14_to_F18_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  21.5339 + -36.2504 * tfactors.T913i
                          + -5.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -36.2504 * tfactors.T943i
                                   + (5.0/3.0) * -5.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1327,8 +1524,8 @@ void rate_He4_N14_to_F18_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O16_to_F17_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O16_to_F17_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + p --> F17
 
@@ -1343,9 +1540,13 @@ void rate_p_O16_to_F17_removed(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  19.0904 + -16.696 * tfactors.T913i + -1.16252 * tfactors.T913
                          + 0.267703 * tfactors.T9 + -0.0338411 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -16.696 * tfactors.T943i + (1.0/3.0) * -1.16252 * tfactors.T923i
                                   + 0.267703 + (5.0/3.0) * -0.0338411 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1359,8 +1560,8 @@ void rate_p_O16_to_F17_removed(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_C12_to_n_Mg23_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_C12_to_n_Mg23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + C12 --> n + Mg23
 
@@ -1375,9 +1576,13 @@ void rate_C12_C12_to_n_Mg23_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -12.8056 + -30.1498 * tfactors.T9i + 11.4826 * tfactors.T913
                          + 1.82849 * tfactors.T9 + -0.34844 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  30.1498 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 11.4826 * tfactors.T923i
                                   + 1.82849 + (5.0/3.0) * -0.34844 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1391,8 +1596,8 @@ void rate_C12_C12_to_n_Mg23_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_O16_to_n_S31_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O16_O16_to_n_S31_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + O16 --> n + S31
 
@@ -1407,9 +1612,13 @@ void rate_O16_O16_to_n_S31_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  77.5491 + -0.373641 * tfactors.T9i + -120.83 * tfactors.T913i + -7.72334 * tfactors.T913
                          + -2.27939 * tfactors.T9 + 0.167655 * tfactors.T953 + 7.62001 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.373641 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -120.83 * tfactors.T943i + (1.0/3.0) * -7.72334 * tfactors.T923i
                                   + -2.27939 + (5.0/3.0) * 0.167655 * tfactors.T923 + 7.62001 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1423,8 +1632,8 @@ void rate_O16_O16_to_n_S31_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_O16_to_n_Si27_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_O16_to_n_Si27_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + C12 --> n + Si27
 
@@ -1439,9 +1648,13 @@ void rate_C12_O16_to_n_Si27_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -132.213 + -1.46479 * tfactors.T9i + -293.089 * tfactors.T913i + 414.404 * tfactors.T913
                          + -28.0562 * tfactors.T9 + 1.61807 * tfactors.T953 + -178.28 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.46479 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -293.089 * tfactors.T943i + (1.0/3.0) * 414.404 * tfactors.T923i
                                   + -28.0562 + (5.0/3.0) * 1.61807 * tfactors.T923 + -178.28 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1455,8 +1668,8 @@ void rate_C12_O16_to_n_Si27_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_nse_Fe54_to_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_nse_Fe54_to_Co55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe54 + p_nse --> Co55
 
@@ -1471,9 +1684,13 @@ void rate_p_nse_Fe54_to_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  36.2304 + -37.1544 * tfactors.T913i + 0.950364 * tfactors.T913
                          + -1.77529 * tfactors.T9 + 0.198562 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -37.1544 * tfactors.T943i + (1.0/3.0) * 0.950364 * tfactors.T923i
                                   + -1.77529 + (5.0/3.0) * 0.198562 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1487,8 +1704,8 @@ void rate_p_nse_Fe54_to_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe54_to_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe54_to_Ni58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe54 + He4 --> Ni58
 
@@ -1503,9 +1720,13 @@ void rate_He4_Fe54_to_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  60.2478 + -91.7628 * tfactors.T913i + 4.23027 * tfactors.T913
                          + -3.31305 * tfactors.T9 + 0.271293 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -91.7628 * tfactors.T943i + (1.0/3.0) * 4.23027 * tfactors.T923i
                                   + -3.31305 + (5.0/3.0) * 0.271293 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1519,8 +1740,8 @@ void rate_He4_Fe54_to_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_nse_Fe56_to_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_nse_Fe56_to_Co57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe56 + p_nse --> Co57
 
@@ -1535,9 +1756,13 @@ void rate_p_nse_Fe56_to_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  36.0665 + -37.1625 * tfactors.T913i + 1.06776 * tfactors.T913
                          + -1.31689 * tfactors.T9 + 0.122089 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -37.1625 * tfactors.T943i + (1.0/3.0) * 1.06776 * tfactors.T923i
                                   + -1.31689 + (5.0/3.0) * 0.122089 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1551,8 +1776,8 @@ void rate_p_nse_Fe56_to_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Co55_to_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Co55_to_Co56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co55 + n --> Co56
 
@@ -1567,9 +1792,13 @@ void rate_n_Co55_to_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  17.065 + -1.86357 * tfactors.T913
                          + 0.616591 * tfactors.T9 + -0.0839313 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.86357 * tfactors.T923i
                                   + 0.616591 + (5.0/3.0) * -0.0839313 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1583,8 +1812,8 @@ void rate_n_Co55_to_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Co56_to_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Co56_to_Co57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co56 + n --> Co57
 
@@ -1599,9 +1828,13 @@ void rate_n_Co56_to_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  17.3552 + -1.37855 * tfactors.T913
                          + 0.299896 * tfactors.T9 + -0.04382 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.37855 * tfactors.T923i
                                   + 0.299896 + (5.0/3.0) * -0.04382 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1615,8 +1848,8 @@ void rate_n_Co56_to_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_nse_Co57_to_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_nse_Co57_to_Ni58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co57 + p_nse --> Ni58
 
@@ -1631,9 +1864,13 @@ void rate_p_nse_Co57_to_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  36.0159 + -38.1133 * tfactors.T913i + 1.77414 * tfactors.T913
                          + -1.48268 * tfactors.T9 + 0.121073 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -38.1133 * tfactors.T943i + (1.0/3.0) * 1.77414 * tfactors.T923i
                                   + -1.48268 + (5.0/3.0) * 0.121073 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1647,8 +1884,8 @@ void rate_p_nse_Co57_to_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mn51_to_p_nse_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mn51_to_p_nse_Fe54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn51 + He4 --> p_nse + Fe54
 
@@ -1663,9 +1900,13 @@ void rate_He4_Mn51_to_p_nse_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate
     ln_set_rate =  62.2777 + -89.274 * tfactors.T913i + -0.862452 * tfactors.T913
                          + -0.635672 * tfactors.T9 + 0.0196464 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -89.274 * tfactors.T943i + (1.0/3.0) * -0.862452 * tfactors.T923i
                                   + -0.635672 + (5.0/3.0) * 0.0196464 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1679,8 +1920,8 @@ void rate_He4_Mn51_to_p_nse_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Co55_to_p_nse_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Co55_to_p_nse_Ni58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co55 + He4 --> p_nse + Ni58
 
@@ -1695,9 +1936,13 @@ void rate_He4_Co55_to_p_nse_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate
     ln_set_rate =  60.2281 + -94.1404 * tfactors.T913i + 3.39179 * tfactors.T913
                          + -1.71062 * tfactors.T9 + 0.133003 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -94.1404 * tfactors.T943i + (1.0/3.0) * 3.39179 * tfactors.T923i
                                   + -1.71062 + (5.0/3.0) * 0.133003 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1711,8 +1956,8 @@ void rate_He4_Co55_to_p_nse_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Co56_to_p_nse_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Co56_to_p_nse_Fe56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co56 + n --> p_nse + Fe56
 
@@ -1727,9 +1972,13 @@ void rate_n_Co56_to_p_nse_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate,
     ln_set_rate =  20.4539 + -1.13331 * tfactors.T913
                          + 0.347185 * tfactors.T9 + -0.0328879 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.13331 * tfactors.T923i
                                   + 0.347185 + (5.0/3.0) * -0.0328879 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1743,8 +1992,8 @@ void rate_n_Co56_to_p_nse_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate,
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_nse_Co57_to_He4_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_nse_Co57_to_He4_Fe54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co57 + p_nse --> He4 + Fe54
 
@@ -1759,9 +2008,13 @@ void rate_p_nse_Co57_to_He4_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate
     ln_set_rate =  -2.1962 + -38.1133 * tfactors.T913i + 29.3541 * tfactors.T913
                          + -4.75966 * tfactors.T9 + 0.40418 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -38.1133 * tfactors.T943i + (1.0/3.0) * 29.3541 * tfactors.T923i
                                   + -4.75966 + (5.0/3.0) * 0.40418 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1775,8 +2028,8 @@ void rate_p_nse_Co57_to_He4_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ni56_to_p_nse_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ni56_to_p_nse_Co56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni56 + n --> p_nse + Co56
 
@@ -1791,9 +2044,13 @@ void rate_n_Ni56_to_p_nse_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate,
     ln_set_rate =  15.5693 + 1.76846 * tfactors.T913
                          + 0.197992 * tfactors.T9 + -0.017494 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 1.76846 * tfactors.T923i
                                   + 0.197992 + (5.0/3.0) * -0.017494 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1807,8 +2064,8 @@ void rate_n_Ni56_to_p_nse_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate,
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_S32_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_S32_to_Ar36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S32 + He4 --> Ar36
 
@@ -1823,9 +2080,13 @@ void rate_He4_S32_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  48.901 + -65.3709 * tfactors.T913i + 5.68294 * tfactors.T913
                          + -5.00388 * tfactors.T9 + 0.571407 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -65.3709 * tfactors.T943i + (1.0/3.0) * 5.68294 * tfactors.T923i
                                   + -5.00388 + (5.0/3.0) * 0.571407 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1839,8 +2100,8 @@ void rate_He4_S32_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cl35_to_Ar36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl35 + p --> Ar36
 
@@ -1855,9 +2116,13 @@ void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -42.5249 + -0.564651 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.564651 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1872,9 +2137,13 @@ void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  35.6868 + -27.8971 * tfactors.T913i + -16.2304 * tfactors.T913
                          + 35.255 * tfactors.T9 + -25.8411 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -27.8971 * tfactors.T943i + (1.0/3.0) * -16.2304 * tfactors.T923i
                                   + 35.255 + (5.0/3.0) * -25.8411 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1889,9 +2158,13 @@ void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -7.84699 + -3.65092 * tfactors.T9i + 18.0179 * tfactors.T913
                          + -2.86304 * tfactors.T9 + 0.250854 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.65092 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 18.0179 * tfactors.T923i
                                   + -2.86304 + (5.0/3.0) * 0.250854 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1906,9 +2179,13 @@ void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -9.03294 + -2.00996 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.00996 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1922,8 +2199,8 @@ void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cl35_to_He4_S32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl35 + p --> He4 + S32
 
@@ -1938,9 +2215,13 @@ void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -1.01202 + -3.93495 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.93495 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1955,9 +2236,13 @@ void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -57.5294 + -0.532931 * tfactors.T9i + 25.5338 * tfactors.T913
                          + 6.45824 * tfactors.T9 + -0.950294 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.532931 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 25.5338 * tfactors.T923i
                                   + 6.45824 + (5.0/3.0) * -0.950294 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1972,9 +2257,13 @@ void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  32.12 + -30.9147 * tfactors.T913i + -1.2345 * tfactors.T913
                          + 22.5118 * tfactors.T9 + -33.0589 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -30.9147 * tfactors.T943i + (1.0/3.0) * -1.2345 * tfactors.T923i
                                   + 22.5118 + (5.0/3.0) * -33.0589 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1989,9 +2278,13 @@ void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  2.29121 + -6.00976 * tfactors.T9i + 5.33756 * tfactors.T913
                          + 1.64418 * tfactors.T9 + -0.246167 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.00976 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 5.33756 * tfactors.T923i
                                   + 1.64418 + (5.0/3.0) * -0.246167 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2005,8 +2298,8 @@ void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ar36_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ar36_to_Ca40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar36 + He4 --> Ca40
 
@@ -2021,9 +2314,13 @@ void rate_He4_Ar36_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  52.3486 + -71.0046 * tfactors.T913i + 4.0656 * tfactors.T913
                          + -5.26509 * tfactors.T9 + 0.683546 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -71.0046 * tfactors.T943i + (1.0/3.0) * 4.0656 * tfactors.T923i
                                   + -5.26509 + (5.0/3.0) * 0.683546 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2037,8 +2334,8 @@ void rate_He4_Ar36_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_K39_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_K39_to_Ca40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K39 + p --> Ca40
 
@@ -2053,9 +2350,13 @@ void rate_p_K39_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  2761.38 + -5.22234 * tfactors.T9i + 802.18 * tfactors.T913i + -4010.27 * tfactors.T913
                          + 1136.19 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.22234 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 802.18 * tfactors.T943i + (1.0/3.0) * -4010.27 * tfactors.T923i
                                   + 1136.19 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2070,9 +2371,13 @@ void rate_p_K39_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  588.099 + -12.5647 * tfactors.T9i + 641.844 * tfactors.T913i + -1248.49 * tfactors.T913
                          + 564.926 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.5647 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 641.844 * tfactors.T943i + (1.0/3.0) * -1248.49 * tfactors.T923i
                                   + 564.926 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2087,9 +2392,13 @@ void rate_p_K39_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  102.252 + -1.66508 * tfactors.T9i + 41.1723 * tfactors.T913i + -149.299 * tfactors.T913
                          + 10.5229 * tfactors.T9 + -0.68208 * tfactors.T953 + 59.2367 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.66508 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 41.1723 * tfactors.T943i + (1.0/3.0) * -149.299 * tfactors.T923i
                                   + 10.5229 + (5.0/3.0) * -0.68208 * tfactors.T923 + 59.2367 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2103,8 +2412,8 @@ void rate_p_K39_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_K39_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_K39_to_He4_Ar36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K39 + p --> He4 + Ar36
 
@@ -2119,9 +2428,13 @@ void rate_p_K39_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  20.5166 + -30.0732 * tfactors.T913i + 7.03263 * tfactors.T913
                          + -1.10085 * tfactors.T9 + 0.133768 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -30.0732 * tfactors.T943i + (1.0/3.0) * 7.03263 * tfactors.T923i
                                   + -1.10085 + (5.0/3.0) * 0.133768 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2135,8 +2448,8 @@ void rate_p_K39_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ca40_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ca40_to_Ti44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca40 + He4 --> Ti44
 
@@ -2151,9 +2464,13 @@ void rate_He4_Ca40_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  53.75 + -76.4273 * tfactors.T913i + 3.87451 * tfactors.T913
                          + -3.61477 * tfactors.T9 + 0.367451 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -76.4273 * tfactors.T943i + (1.0/3.0) * 3.87451 * tfactors.T923i
                                   + -3.61477 + (5.0/3.0) * 0.367451 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2167,8 +2484,8 @@ void rate_He4_Ca40_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Sc43_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Sc43_to_Ti44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc43 + p --> Ti44
 
@@ -2183,9 +2500,13 @@ void rate_p_Sc43_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.8432 + -32.1734 * tfactors.T913i + -1.77078 * tfactors.T913
                          + -2.21706 * tfactors.T9 + 0.298499 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -32.1734 * tfactors.T943i + (1.0/3.0) * -1.77078 * tfactors.T923i
                                   + -2.21706 + (5.0/3.0) * 0.298499 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2199,8 +2520,8 @@ void rate_p_Sc43_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Sc43_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Sc43_to_He4_Ca40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc43 + p --> He4 + Ca40
 
@@ -2215,9 +2536,13 @@ void rate_p_Sc43_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  34.8559 + -32.1734 * tfactors.T913i + 0.0296879 * tfactors.T913
                          + -0.95232 * tfactors.T9 + 0.129022 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -32.1734 * tfactors.T943i + (1.0/3.0) * 0.0296879 * tfactors.T923i
                                   + -0.95232 + (5.0/3.0) * 0.129022 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2231,8 +2556,8 @@ void rate_p_Sc43_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ti44_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ti44_to_Cr48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti44 + He4 --> Cr48
 
@@ -2247,9 +2572,13 @@ void rate_He4_Ti44_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  64.7958 + -81.667 * tfactors.T913i + -10.6333 * tfactors.T913
                          + -0.672613 * tfactors.T9 + 0.161209 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -81.667 * tfactors.T943i + (1.0/3.0) * -10.6333 * tfactors.T923i
                                   + -0.672613 + (5.0/3.0) * 0.161209 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2263,8 +2592,8 @@ void rate_He4_Ti44_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ti44_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ti44_to_p_V47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti44 + He4 --> p + V47
 
@@ -2279,9 +2608,13 @@ void rate_He4_Ti44_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -76.5154 + -10.7931 * tfactors.T9i + 70.2835 * tfactors.T913
                          + -7.99061 * tfactors.T9 + 0.486213 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.7931 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 70.2835 * tfactors.T923i
                                   + -7.99061 + (5.0/3.0) * 0.486213 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2295,8 +2628,8 @@ void rate_He4_Ti44_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_V47_to_Cr48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V47 + p --> Cr48
 
@@ -2311,9 +2644,13 @@ void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  42.6798 + -6.0593 * tfactors.T9i + -34.0548 * tfactors.T913i + -3.41973 * tfactors.T913
                          + 1.16501 * tfactors.T9 + -0.105543 * tfactors.T953 + -7.70886 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.0593 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -34.0548 * tfactors.T943i + (1.0/3.0) * -3.41973 * tfactors.T923i
                                   + 1.16501 + (5.0/3.0) * -0.105543 * tfactors.T923 + -7.70886 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2328,9 +2665,13 @@ void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  511.463 + -5.29491 * tfactors.T9i + 317.171 * tfactors.T913i + -911.679 * tfactors.T913
                          + 94.4245 * tfactors.T9 + -10.1973 * tfactors.T953 + 330.727 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.29491 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 317.171 * tfactors.T943i + (1.0/3.0) * -911.679 * tfactors.T923i
                                   + 94.4245 + (5.0/3.0) * -10.1973 * tfactors.T923 + 330.727 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2345,9 +2686,13 @@ void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  23.8315 + 0.246665 * tfactors.T9i + -45.9868 * tfactors.T913i + 13.6822 * tfactors.T913
                          + -0.376902 * tfactors.T9 + -0.0194875 * tfactors.T953 + -8.42325 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.246665 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -45.9868 * tfactors.T943i + (1.0/3.0) * 13.6822 * tfactors.T923i
                                   + -0.376902 + (5.0/3.0) * -0.0194875 * tfactors.T923 + -8.42325 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2362,9 +2707,13 @@ void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  40.5626 + -0.514414 * tfactors.T9i + -110.655 * tfactors.T913i + 83.0232 * tfactors.T913
                          + -19.7762 * tfactors.T9 + 3.03961 * tfactors.T953 + -49.4742 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.514414 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -110.655 * tfactors.T943i + (1.0/3.0) * 83.0232 * tfactors.T923i
                                   + -19.7762 + (5.0/3.0) * 3.03961 * tfactors.T923 + -49.4742 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2378,8 +2727,8 @@ void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Fe52_to_Fe53_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Fe52_to_Fe53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe52 + n --> Fe53
 
@@ -2394,9 +2743,13 @@ void rate_n_Fe52_to_Fe53_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  15.8885 + -0.344319 * tfactors.T913
                          + 0.178277 * tfactors.T9 + -0.0334326 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.344319 * tfactors.T923i
                                   + 0.178277 + (5.0/3.0) * -0.0334326 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2410,8 +2763,8 @@ void rate_n_Fe52_to_Fe53_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Fe53_to_Fe54_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Fe53_to_Fe54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe53 + n --> Fe54
 
@@ -2426,9 +2779,13 @@ void rate_n_Fe53_to_Fe54_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  16.4534 + -1.10421 * tfactors.T913
                          + 0.379905 * tfactors.T9 + -0.0581878 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.10421 * tfactors.T923i
                                   + 0.379905 + (5.0/3.0) * -0.0581878 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2442,8 +2799,8 @@ void rate_n_Fe53_to_Fe54_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Fe54_to_Fe55_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Fe54_to_Fe55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe54 + n --> Fe55
 
@@ -2458,9 +2815,13 @@ void rate_n_Fe54_to_Fe55_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -0.80864 + 0.0591716 * tfactors.T9i + -8.66617 * tfactors.T913i + 26.4472 * tfactors.T913
                          + -1.9222 * tfactors.T9 + 0.0986404 * tfactors.T953 + -9.78317 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.0591716 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -8.66617 * tfactors.T943i + (1.0/3.0) * 26.4472 * tfactors.T923i
                                   + -1.9222 + (5.0/3.0) * 0.0986404 * tfactors.T923 + -9.78317 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2474,8 +2835,8 @@ void rate_n_Fe54_to_Fe55_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Fe55_to_Fe56_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Fe55_to_Fe56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe55 + n --> Fe56
 
@@ -2490,9 +2851,13 @@ void rate_n_Fe55_to_Fe56_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  21.7202 + -0.0955677 * tfactors.T9i + 8.06062 * tfactors.T913i + -14.4809 * tfactors.T913
                          + 0.94252 * tfactors.T9 + -0.0776007 * tfactors.T953 + 6.47093 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.0955677 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 8.06062 * tfactors.T943i + (1.0/3.0) * -14.4809 * tfactors.T923i
                                   + 0.94252 + (5.0/3.0) * -0.0776007 * tfactors.T923 + 6.47093 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2506,8 +2871,8 @@ void rate_n_Fe55_to_Fe56_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ni56_to_Ni57_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ni56_to_Ni57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni56 + n --> Ni57
 
@@ -2522,9 +2887,13 @@ void rate_n_Ni56_to_Ni57_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  16.0765 + -1.19665 * tfactors.T913
                          + 0.507179 * tfactors.T9 + -0.074604 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.19665 * tfactors.T923i
                                   + 0.507179 + (5.0/3.0) * -0.074604 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2538,8 +2907,8 @@ void rate_n_Ni56_to_Ni57_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ni57_to_Ni58_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ni57_to_Ni58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni57 + n --> Ni58
 
@@ -2554,9 +2923,13 @@ void rate_n_Ni57_to_Ni58_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  17.2731 + -1.90814 * tfactors.T913
                          + 0.493188 * tfactors.T9 + -0.0684633 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.90814 * tfactors.T923i
                                   + 0.493188 + (5.0/3.0) * -0.0684633 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2569,817 +2942,1055 @@ void rate_n_Ni57_to_Ni58_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 
 }
 
-template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_N14_to_Ne20_modified(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    // N14 + 1.5 He4 --> Ne20 (calls the underlying rate)
-
-    rate_He4_N14_to_F18_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-}
-
-template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O16_to_N14_He4_modified(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    // O16 + p + p --> N14 + He4 (calls the underlying rate)
-
-    rate_p_O16_to_F17_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-}
-
-template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_C12_to_Mg24_modified(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    // C12 + C12 --> Mg24 (calls the underlying rate)
-
-    rate_C12_C12_to_n_Mg23_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-}
-
-template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_O16_to_S32_modified(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    // O16 + O16 --> S32 (calls the underlying rate)
-
-    rate_O16_O16_to_n_S31_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-}
-
-template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_O16_to_Si28_modified(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    // O16 + C12 --> Si28 (calls the underlying rate)
-
-    rate_C12_O16_to_n_Si27_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-}
-
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_S32_He4_to_Ar36_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ag = rate_eval.screened_rates(k_He4_S32_to_Ar36_removed);
-    amrex::Real r_ap = rate_eval.screened_rates(k_He4_S32_to_p_Cl35_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Cl35_to_Ar36_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Cl35_to_He4_S32_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ag + r_ap * r_pg * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_removed);
-        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_removed);
-        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ar36_to_S32_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ga = rate_eval.screened_rates(k_Ar36_to_He4_S32_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Cl35_to_He4_S32_removed);
-    amrex::Real r_gp = rate_eval.screened_rates(k_Ar36_to_p_Cl35_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Cl35_to_Ar36_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ga + r_gp * r_pa * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ar36_to_He4_S32_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_removed);
-        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ar36_to_p_Cl35_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_removed);
-        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ar36_He4_to_Ca40_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ar36_to_Ca40_removed);
-    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ar36_to_p_K39_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_K39_to_Ca40_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_K39_to_He4_Ar36_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ag + r_ap * r_pg * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_removed);
-        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_removed);
-        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca40_to_Ar36_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ga = rate_eval.screened_rates(k_Ca40_to_He4_Ar36_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_K39_to_He4_Ar36_removed);
-    amrex::Real r_gp = rate_eval.screened_rates(k_Ca40_to_p_K39_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_K39_to_Ca40_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ga + r_gp * r_pa * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ca40_to_He4_Ar36_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_removed);
-        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ca40_to_p_K39_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_removed);
-        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca40_He4_to_Ti44_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ca40_to_Ti44_removed);
-    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Sc43_to_Ti44_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ag + r_ap * r_pg * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_removed);
-        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_removed);
-        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti44_to_Ca40_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ga = rate_eval.screened_rates(k_Ti44_to_He4_Ca40_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_removed);
-    amrex::Real r_gp = rate_eval.screened_rates(k_Ti44_to_p_Sc43_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Sc43_to_Ti44_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ga + r_gp * r_pa * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ti44_to_He4_Ca40_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_removed);
-        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ti44_to_p_Sc43_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_removed);
-        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti44_He4_to_Cr48_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ti44_to_Cr48_removed);
-    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ti44_to_p_V47_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_V47_to_Cr48_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_V47_to_He4_Ti44_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ag + r_ap * r_pg * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_removed);
-        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_removed);
-        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr48_to_Ti44_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ga = rate_eval.screened_rates(k_Cr48_to_He4_Ti44_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_V47_to_He4_Ti44_removed);
-    amrex::Real r_gp = rate_eval.screened_rates(k_Cr48_to_p_V47_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_V47_to_Cr48_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ga + r_gp * r_pa * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Cr48_to_He4_Ti44_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_removed);
-        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Cr48_to_p_V47_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_removed);
-        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe52_n_n_to_Fe54_approx(const T& rate_eval, const amrex::Real rho, const amrex::Array1D<amrex::Real, 1, NumSpec>& Y, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real Yn = Y(N);
-    amrex::Real r1_ng = rate_eval.screened_rates(k_n_Fe52_to_Fe53_removed);
-    amrex::Real r2_ng = rate_eval.screened_rates(k_n_Fe53_to_Fe54_removed);
-    amrex::Real r1_gn = rate_eval.screened_rates(k_Fe53_to_n_Fe52_removed);
-    amrex::Real dd = 1.0_rt / (rho * Yn * r2_ng + r1_gn);
-    rate = r1_ng * r2_ng * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real dr1dT_ng = rate_eval.dscreened_rates_dT(k_n_Fe52_to_Fe53_removed);
-        amrex::Real dr2dT_ng = rate_eval.dscreened_rates_dT(k_n_Fe53_to_Fe54_removed);
-        amrex::Real dr1dT_gn = rate_eval.dscreened_rates_dT(k_Fe53_to_n_Fe52_removed);
-        drate_dT = dr1dT_ng * r2_ng * dd + r1_ng * dr2dT_ng * dd - r1_ng * r2_ng * dd * dd * (rho * Yn * dr2dT_ng + dr1dT_gn);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe54_to_Fe52_n_n_approx(const T& rate_eval, const amrex::Real rho, const amrex::Array1D<amrex::Real, 1, NumSpec>& Y, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real Yn = Y(N);
-    amrex::Real r1_gn = rate_eval.screened_rates(k_Fe53_to_n_Fe52_removed);
-    amrex::Real r2_gn = rate_eval.screened_rates(k_Fe54_to_n_Fe53_removed);
-    amrex::Real r2_ng = rate_eval.screened_rates(k_n_Fe53_to_Fe54_removed);
-    amrex::Real dd = 1.0_rt / (rho * Yn * r2_ng + r1_gn);
-    rate = r1_gn * r2_gn * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real dr1dT_gn = rate_eval.dscreened_rates_dT(k_Fe53_to_n_Fe52_removed);
-        amrex::Real dr2dT_gn = rate_eval.dscreened_rates_dT(k_Fe54_to_n_Fe53_removed);
-        amrex::Real dr2dT_ng = rate_eval.dscreened_rates_dT(k_n_Fe53_to_Fe54_removed);
-        drate_dT = dr1dT_gn * r2_gn * dd + r1_gn * dr2dT_gn * dd - r1_gn * r2_gn * dd * dd * (rho * Yn * dr2dT_ng + dr1dT_gn);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe54_n_n_to_Fe56_approx(const T& rate_eval, const amrex::Real rho, const amrex::Array1D<amrex::Real, 1, NumSpec>& Y, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real Yn = Y(N);
-    amrex::Real r1_ng = rate_eval.screened_rates(k_n_Fe54_to_Fe55_removed);
-    amrex::Real r2_ng = rate_eval.screened_rates(k_n_Fe55_to_Fe56_removed);
-    amrex::Real r1_gn = rate_eval.screened_rates(k_Fe55_to_n_Fe54_removed);
-    amrex::Real dd = 1.0_rt / (rho * Yn * r2_ng + r1_gn);
-    rate = r1_ng * r2_ng * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real dr1dT_ng = rate_eval.dscreened_rates_dT(k_n_Fe54_to_Fe55_removed);
-        amrex::Real dr2dT_ng = rate_eval.dscreened_rates_dT(k_n_Fe55_to_Fe56_removed);
-        amrex::Real dr1dT_gn = rate_eval.dscreened_rates_dT(k_Fe55_to_n_Fe54_removed);
-        drate_dT = dr1dT_ng * r2_ng * dd + r1_ng * dr2dT_ng * dd - r1_ng * r2_ng * dd * dd * (rho * Yn * dr2dT_ng + dr1dT_gn);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe56_to_Fe54_n_n_approx(const T& rate_eval, const amrex::Real rho, const amrex::Array1D<amrex::Real, 1, NumSpec>& Y, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real Yn = Y(N);
-    amrex::Real r1_gn = rate_eval.screened_rates(k_Fe55_to_n_Fe54_removed);
-    amrex::Real r2_gn = rate_eval.screened_rates(k_Fe56_to_n_Fe55_removed);
-    amrex::Real r2_ng = rate_eval.screened_rates(k_n_Fe55_to_Fe56_removed);
-    amrex::Real dd = 1.0_rt / (rho * Yn * r2_ng + r1_gn);
-    rate = r1_gn * r2_gn * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real dr1dT_gn = rate_eval.dscreened_rates_dT(k_Fe55_to_n_Fe54_removed);
-        amrex::Real dr2dT_gn = rate_eval.dscreened_rates_dT(k_Fe56_to_n_Fe55_removed);
-        amrex::Real dr2dT_ng = rate_eval.dscreened_rates_dT(k_n_Fe55_to_Fe56_removed);
-        drate_dT = dr1dT_gn * r2_gn * dd + r1_gn * dr2dT_gn * dd - r1_gn * r2_gn * dd * dd * (rho * Yn * dr2dT_ng + dr1dT_gn);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni56_n_n_to_Ni58_approx(const T& rate_eval, const amrex::Real rho, const amrex::Array1D<amrex::Real, 1, NumSpec>& Y, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real Yn = Y(N);
-    amrex::Real r1_ng = rate_eval.screened_rates(k_n_Ni56_to_Ni57_removed);
-    amrex::Real r2_ng = rate_eval.screened_rates(k_n_Ni57_to_Ni58_removed);
-    amrex::Real r1_gn = rate_eval.screened_rates(k_Ni57_to_n_Ni56_removed);
-    amrex::Real dd = 1.0_rt / (rho * Yn * r2_ng + r1_gn);
-    rate = r1_ng * r2_ng * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real dr1dT_ng = rate_eval.dscreened_rates_dT(k_n_Ni56_to_Ni57_removed);
-        amrex::Real dr2dT_ng = rate_eval.dscreened_rates_dT(k_n_Ni57_to_Ni58_removed);
-        amrex::Real dr1dT_gn = rate_eval.dscreened_rates_dT(k_Ni57_to_n_Ni56_removed);
-        drate_dT = dr1dT_ng * r2_ng * dd + r1_ng * dr2dT_ng * dd - r1_ng * r2_ng * dd * dd * (rho * Yn * dr2dT_ng + dr1dT_gn);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni58_to_Ni56_n_n_approx(const T& rate_eval, const amrex::Real rho, const amrex::Array1D<amrex::Real, 1, NumSpec>& Y, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real Yn = Y(N);
-    amrex::Real r1_gn = rate_eval.screened_rates(k_Ni57_to_n_Ni56_removed);
-    amrex::Real r2_gn = rate_eval.screened_rates(k_Ni58_to_n_Ni57_removed);
-    amrex::Real r2_ng = rate_eval.screened_rates(k_n_Ni57_to_Ni58_removed);
-    amrex::Real dd = 1.0_rt / (rho * Yn * r2_ng + r1_gn);
-    rate = r1_gn * r2_gn * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real dr1dT_gn = rate_eval.dscreened_rates_dT(k_Ni57_to_n_Ni56_removed);
-        amrex::Real dr2dT_gn = rate_eval.dscreened_rates_dT(k_Ni58_to_n_Ni57_removed);
-        amrex::Real dr2dT_ng = rate_eval.dscreened_rates_dT(k_n_Ni57_to_Ni58_removed);
-        drate_dT = dr1dT_gn * r2_gn * dd + r1_gn * dr2dT_gn * dd - r1_gn * r2_gn * dd * dd * (rho * Yn * dr2dT_ng + dr1dT_gn);
-    }
-}
-
-
-template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void
-fill_reaclib_rates(const tf_t& tfactors, T& rate_eval)
-{
-
-    amrex::Real rate;
-    amrex::Real drate_dT;
-
-    rate_p_C12_to_N13_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_C12_to_N13_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib) = drate_dT;
-
-    }
-    rate_He4_C12_to_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = drate_dT;
-
-    }
-    rate_He4_O16_to_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ne20_to_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib) = drate_dT;
-
-    }
-    rate_p_Na23_to_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Na23_to_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_Mg24_reaclib) = drate_dT;
-
-    }
-    rate_He4_Mg24_to_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Mg24_to_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_Si28_reaclib) = drate_dT;
-
-    }
-    rate_p_Al27_to_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Al27_to_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_Si28_reaclib) = drate_dT;
-
-    }
-    rate_He4_Si28_to_S32_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Si28_to_S32_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_S32_reaclib) = drate_dT;
-
-    }
-    rate_p_P31_to_S32_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_P31_to_S32_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_P31_to_S32_reaclib) = drate_dT;
-
-    }
-    rate_He4_Cr48_to_Fe52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cr48_to_Fe52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cr48_to_Fe52_reaclib) = drate_dT;
-
-    }
-    rate_p_nse_Mn51_to_Fe52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_nse_Mn51_to_Fe52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_nse_Mn51_to_Fe52_reaclib) = drate_dT;
-
-    }
-    rate_He4_Mn51_to_Co55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Mn51_to_Co55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mn51_to_Co55_reaclib) = drate_dT;
-
-    }
-    rate_He4_Fe52_to_Ni56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Fe52_to_Ni56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_reaclib) = drate_dT;
-
-    }
-    rate_p_nse_Co55_to_Ni56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_nse_Co55_to_Ni56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_nse_Co55_to_Ni56_reaclib) = drate_dT;
-
-    }
-    rate_C12_C12_to_p_Na23_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib) = drate_dT;
-
-    }
-    rate_C12_C12_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib) = drate_dT;
-
-    }
-    rate_He4_N13_to_p_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib) = drate_dT;
-
-    }
-    rate_C12_O16_to_p_Al27_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_O16_to_p_Al27_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_p_Al27_reaclib) = drate_dT;
-
-    }
-    rate_C12_O16_to_He4_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_O16_to_He4_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_He4_Mg24_reaclib) = drate_dT;
-
-    }
-    rate_O16_O16_to_p_P31_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O16_O16_to_p_P31_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_p_P31_reaclib) = drate_dT;
-
-    }
-    rate_O16_O16_to_He4_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O16_O16_to_He4_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_He4_Si28_reaclib) = drate_dT;
-
-    }
-    rate_p_Na23_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Na23_to_He4_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_He4_Ne20_reaclib) = drate_dT;
-
-    }
-    rate_p_Al27_to_He4_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Al27_to_He4_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_He4_Mg24_reaclib) = drate_dT;
-
-    }
-    rate_p_P31_to_He4_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_P31_to_He4_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_P31_to_He4_Si28_reaclib) = drate_dT;
-
-    }
-    rate_He4_Cr48_to_p_nse_Mn51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cr48_to_p_nse_Mn51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cr48_to_p_nse_Mn51_reaclib) = drate_dT;
-
-    }
-    rate_He4_Fe52_to_p_nse_Co55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Fe52_to_p_nse_Co55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_nse_Co55_reaclib) = drate_dT;
-
-    }
-    rate_He4_He4_He4_to_C12_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib) = drate_dT;
-
-    }
-    rate_He4_N14_to_F18_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_N14_to_F18_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_N14_to_F18_removed) = drate_dT;
-
-    }
-    rate_p_O16_to_F17_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_O16_to_F17_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O16_to_F17_removed) = drate_dT;
-
-    }
-    rate_C12_C12_to_n_Mg23_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_C12_to_n_Mg23_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_n_Mg23_removed) = drate_dT;
-
-    }
-    rate_O16_O16_to_n_S31_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O16_O16_to_n_S31_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_n_S31_removed) = drate_dT;
-
-    }
-    rate_C12_O16_to_n_Si27_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_O16_to_n_Si27_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_n_Si27_removed) = drate_dT;
-
-    }
-    rate_p_nse_Fe54_to_Co55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_nse_Fe54_to_Co55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_nse_Fe54_to_Co55_reaclib) = drate_dT;
-
-    }
-    rate_He4_Fe54_to_Ni58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Fe54_to_Ni58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe54_to_Ni58_reaclib) = drate_dT;
-
-    }
-    rate_p_nse_Fe56_to_Co57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_nse_Fe56_to_Co57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_nse_Fe56_to_Co57_reaclib) = drate_dT;
-
-    }
-    rate_n_Co55_to_Co56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Co55_to_Co56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Co55_to_Co56_reaclib) = drate_dT;
-
-    }
-    rate_n_Co56_to_Co57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Co56_to_Co57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Co56_to_Co57_reaclib) = drate_dT;
-
-    }
-    rate_p_nse_Co57_to_Ni58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_nse_Co57_to_Ni58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_nse_Co57_to_Ni58_reaclib) = drate_dT;
-
-    }
-    rate_He4_Mn51_to_p_nse_Fe54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Mn51_to_p_nse_Fe54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mn51_to_p_nse_Fe54_reaclib) = drate_dT;
-
-    }
-    rate_He4_Co55_to_p_nse_Ni58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Co55_to_p_nse_Ni58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Co55_to_p_nse_Ni58_reaclib) = drate_dT;
-
-    }
-    rate_n_Co56_to_p_nse_Fe56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Co56_to_p_nse_Fe56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Co56_to_p_nse_Fe56_reaclib) = drate_dT;
-
-    }
-    rate_p_nse_Co57_to_He4_Fe54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_nse_Co57_to_He4_Fe54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_nse_Co57_to_He4_Fe54_reaclib) = drate_dT;
-
-    }
-    rate_n_Ni56_to_p_nse_Co56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ni56_to_p_nse_Co56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ni56_to_p_nse_Co56_reaclib) = drate_dT;
-
-    }
-    rate_He4_S32_to_Ar36_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_S32_to_Ar36_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_removed) = drate_dT;
-
-    }
-    rate_p_Cl35_to_Ar36_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cl35_to_Ar36_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_removed) = drate_dT;
-
-    }
-    rate_p_Cl35_to_He4_S32_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cl35_to_He4_S32_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_removed) = drate_dT;
-
-    }
-    rate_He4_Ar36_to_Ca40_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ar36_to_Ca40_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_removed) = drate_dT;
-
-    }
-    rate_p_K39_to_Ca40_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_K39_to_Ca40_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_removed) = drate_dT;
-
-    }
-    rate_p_K39_to_He4_Ar36_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_K39_to_He4_Ar36_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_removed) = drate_dT;
-
-    }
-    rate_He4_Ca40_to_Ti44_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ca40_to_Ti44_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_removed) = drate_dT;
-
-    }
-    rate_p_Sc43_to_Ti44_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Sc43_to_Ti44_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_removed) = drate_dT;
-
-    }
-    rate_p_Sc43_to_He4_Ca40_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_removed) = drate_dT;
-
-    }
-    rate_He4_Ti44_to_Cr48_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ti44_to_Cr48_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_removed) = drate_dT;
-
-    }
-    rate_He4_Ti44_to_p_V47_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ti44_to_p_V47_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_removed) = drate_dT;
-
-    }
-    rate_p_V47_to_Cr48_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_V47_to_Cr48_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_removed) = drate_dT;
-
-    }
-    rate_n_Fe52_to_Fe53_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Fe52_to_Fe53_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Fe52_to_Fe53_removed) = drate_dT;
-
-    }
-    rate_n_Fe53_to_Fe54_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Fe53_to_Fe54_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Fe53_to_Fe54_removed) = drate_dT;
-
-    }
-    rate_n_Fe54_to_Fe55_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Fe54_to_Fe55_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Fe54_to_Fe55_removed) = drate_dT;
-
-    }
-    rate_n_Fe55_to_Fe56_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Fe55_to_Fe56_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Fe55_to_Fe56_removed) = drate_dT;
-
-    }
-    rate_n_Ni56_to_Ni57_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ni56_to_Ni57_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ni56_to_Ni57_removed) = drate_dT;
-
-    }
-    rate_n_Ni57_to_Ni58_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ni57_to_Ni58_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ni57_to_Ni58_removed) = drate_dT;
-
-    }
-    rate_He4_N14_to_Ne20_modified<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_N14_to_Ne20_modified) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_N14_to_Ne20_modified) = drate_dT;
-
-    }
-    rate_p_O16_to_N14_He4_modified<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_O16_to_N14_He4_modified) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O16_to_N14_He4_modified) = drate_dT;
-
-    }
-    rate_C12_C12_to_Mg24_modified<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_C12_to_Mg24_modified) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_Mg24_modified) = drate_dT;
-
-    }
-    rate_O16_O16_to_S32_modified<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O16_O16_to_S32_modified) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_S32_modified) = drate_dT;
-
-    }
-    rate_C12_O16_to_Si28_modified<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_O16_to_Si28_modified) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_Si28_modified) = drate_dT;
-
-    }
-
-}
 
 template <int do_T_derivatives, typename T>
 AMREX_GPU_HOST_DEVICE AMREX_INLINE
 void
-fill_approx_rates([[maybe_unused]] const tf_t& tfactors,
-                  [[maybe_unused]] const amrex::Real rho,
-                  [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
-                  [[maybe_unused]] T& rate_eval)
+fill_reaclib_rates([[maybe_unused]] const tf_t& tfactors,
+                   [[maybe_unused]] T& rate_eval)
 {
 
-    [[maybe_unused]] amrex::Real rate{};
-    [[maybe_unused]] amrex::Real drate_dT{};
+    [[maybe_unused]] amrex::Real rate;
+    [[maybe_unused]] amrex::Real drate_dT;
 
-    rate_S32_He4_to_Ar36_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_S32_He4_to_Ar36_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_S32_He4_to_Ar36_approx) = drate_dT;
+    {
+        // p_C12_to_N13_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_C12);
+        }
+#endif
+        rate_p_C12_to_N13_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_C12_to_N13_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_C12_to_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_C12);
+        }
+#endif
+        rate_He4_C12_to_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O16_to_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O16);
+        }
+#endif
+        rate_He4_O16_to_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ne20_to_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ne20);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ne20);
+        }
+#endif
+        rate_He4_Ne20_to_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Na23_to_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Na23);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Na23);
+        }
+#endif
+        rate_p_Na23_to_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Na23_to_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Na23_to_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mg24_to_Si28_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mg24);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mg24);
+        }
+#endif
+        rate_He4_Mg24_to_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Mg24_to_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mg24_to_Si28_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Al27_to_Si28_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Al27);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Al27);
+        }
+#endif
+        rate_p_Al27_to_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Al27_to_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Al27_to_Si28_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Si28_to_S32_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Si28);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Si28);
+        }
+#endif
+        rate_He4_Si28_to_S32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Si28_to_S32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Si28_to_S32_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_P31_to_S32_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_P31);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_P31);
+        }
+#endif
+        rate_p_P31_to_S32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_P31_to_S32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_P31_to_S32_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cr48_to_Fe52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cr48);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cr48);
+        }
+#endif
+        rate_He4_Cr48_to_Fe52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cr48_to_Fe52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cr48_to_Fe52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_nse_Mn51_to_Fe52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_nse_Mn51);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_nse_Mn51);
+        }
+#endif
+        rate_p_nse_Mn51_to_Fe52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_nse_Mn51_to_Fe52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_nse_Mn51_to_Fe52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mn51_to_Co55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mn51);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mn51);
+        }
+#endif
+        rate_He4_Mn51_to_Co55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Mn51_to_Co55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mn51_to_Co55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe52_to_Ni56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe52);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe52);
+        }
+#endif
+        rate_He4_Fe52_to_Ni56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Fe52_to_Ni56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_nse_Co55_to_Ni56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_nse_Co55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_nse_Co55);
+        }
+#endif
+        rate_p_nse_Co55_to_Ni56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_nse_Co55_to_Ni56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_nse_Co55_to_Ni56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_C12_to_p_Na23_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_C12);
+        }
+#endif
+        rate_C12_C12_to_p_Na23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_C12_to_He4_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_C12);
+        }
+#endif
+        rate_C12_C12_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_N13_to_p_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_N13);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_N13);
+        }
+#endif
+        rate_He4_N13_to_p_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_O16_to_p_Al27_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_O16);
+        }
+#endif
+        rate_C12_O16_to_p_Al27_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_O16_to_p_Al27_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_O16_to_p_Al27_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_O16_to_He4_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_O16);
+        }
+#endif
+        rate_C12_O16_to_He4_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_O16_to_He4_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_O16_to_He4_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // O16_O16_to_p_P31_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_O16_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_O16_O16);
+        }
+#endif
+        rate_O16_O16_to_p_P31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O16_O16_to_p_P31_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O16_O16_to_p_P31_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // O16_O16_to_He4_Si28_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_O16_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_O16_O16);
+        }
+#endif
+        rate_O16_O16_to_He4_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O16_O16_to_He4_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O16_O16_to_He4_Si28_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Na23_to_He4_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Na23);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Na23);
+        }
+#endif
+        rate_p_Na23_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Na23_to_He4_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Na23_to_He4_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Al27_to_He4_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Al27);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Al27);
+        }
+#endif
+        rate_p_Al27_to_He4_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Al27_to_He4_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Al27_to_He4_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_P31_to_He4_Si28_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_P31);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_P31);
+        }
+#endif
+        rate_p_P31_to_He4_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_P31_to_He4_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_P31_to_He4_Si28_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cr48_to_p_nse_Mn51_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cr48);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cr48);
+        }
+#endif
+        rate_He4_Cr48_to_p_nse_Mn51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cr48_to_p_nse_Mn51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cr48_to_p_nse_Mn51_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe52_to_p_nse_Co55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe52);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe52);
+        }
+#endif
+        rate_He4_Fe52_to_p_nse_Co55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Fe52_to_p_nse_Co55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_nse_Co55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_He4_He4_to_C12_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_He4) + rate_eval.log_screen(k_He4_Be8);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_He4) + rate_eval.dlog_screen_dT(k_He4_Be8);
+        }
+#endif
+        rate_He4_He4_He4_to_C12_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_N14_to_F18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_N14);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_N14);
+        }
+#endif
+        rate_He4_N14_to_F18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_N14_to_F18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_N14_to_F18_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_O16_to_F17_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O16);
+        }
+#endif
+        rate_p_O16_to_F17_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_O16_to_F17_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O16_to_F17_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_C12_to_n_Mg23_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_C12);
+        }
+#endif
+        rate_C12_C12_to_n_Mg23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_C12_to_n_Mg23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_C12_to_n_Mg23_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // O16_O16_to_n_S31_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_O16_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_O16_O16);
+        }
+#endif
+        rate_O16_O16_to_n_S31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O16_O16_to_n_S31_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O16_O16_to_n_S31_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_O16_to_n_Si27_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_O16);
+        }
+#endif
+        rate_C12_O16_to_n_Si27_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_O16_to_n_Si27_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_O16_to_n_Si27_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_nse_Fe54_to_Co55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_nse_Fe54);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_nse_Fe54);
+        }
+#endif
+        rate_p_nse_Fe54_to_Co55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_nse_Fe54_to_Co55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_nse_Fe54_to_Co55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe54_to_Ni58_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe54);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe54);
+        }
+#endif
+        rate_He4_Fe54_to_Ni58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Fe54_to_Ni58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe54_to_Ni58_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_nse_Fe56_to_Co57_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_nse_Fe56);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_nse_Fe56);
+        }
+#endif
+        rate_p_nse_Fe56_to_Co57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_nse_Fe56_to_Co57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_nse_Fe56_to_Co57_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Co55_to_Co56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Co55_to_Co56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Co55_to_Co56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Co55_to_Co56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Co56_to_Co57_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Co56_to_Co57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Co56_to_Co57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Co56_to_Co57_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_nse_Co57_to_Ni58_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_nse_Co57);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_nse_Co57);
+        }
+#endif
+        rate_p_nse_Co57_to_Ni58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_nse_Co57_to_Ni58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_nse_Co57_to_Ni58_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mn51_to_p_nse_Fe54_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mn51);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mn51);
+        }
+#endif
+        rate_He4_Mn51_to_p_nse_Fe54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Mn51_to_p_nse_Fe54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mn51_to_p_nse_Fe54_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Co55_to_p_nse_Ni58_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Co55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Co55);
+        }
+#endif
+        rate_He4_Co55_to_p_nse_Ni58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Co55_to_p_nse_Ni58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Co55_to_p_nse_Ni58_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Co56_to_p_nse_Fe56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Co56_to_p_nse_Fe56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Co56_to_p_nse_Fe56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Co56_to_p_nse_Fe56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_nse_Co57_to_He4_Fe54_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_nse_Co57);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_nse_Co57);
+        }
+#endif
+        rate_p_nse_Co57_to_He4_Fe54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_nse_Co57_to_He4_Fe54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_nse_Co57_to_He4_Fe54_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ni56_to_p_nse_Co56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ni56_to_p_nse_Co56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ni56_to_p_nse_Co56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ni56_to_p_nse_Co56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_S32_to_Ar36_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_S32);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_S32);
+        }
+#endif
+        rate_He4_S32_to_Ar36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_S32_to_Ar36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cl35_to_Ar36_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cl35);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cl35);
+        }
+#endif
+        rate_p_Cl35_to_Ar36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cl35_to_Ar36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cl35_to_He4_S32_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cl35);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cl35);
+        }
+#endif
+        rate_p_Cl35_to_He4_S32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cl35_to_He4_S32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ar36_to_Ca40_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ar36);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ar36);
+        }
+#endif
+        rate_He4_Ar36_to_Ca40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ar36_to_Ca40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_K39_to_Ca40_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_K39);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_K39);
+        }
+#endif
+        rate_p_K39_to_Ca40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_K39_to_Ca40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_K39_to_He4_Ar36_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_K39);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_K39);
+        }
+#endif
+        rate_p_K39_to_He4_Ar36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_K39_to_He4_Ar36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ca40_to_Ti44_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ca40);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ca40);
+        }
+#endif
+        rate_He4_Ca40_to_Ti44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ca40_to_Ti44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Sc43_to_Ti44_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Sc43);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Sc43);
+        }
+#endif
+        rate_p_Sc43_to_Ti44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Sc43_to_Ti44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Sc43_to_He4_Ca40_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Sc43);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Sc43);
+        }
+#endif
+        rate_p_Sc43_to_He4_Ca40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ti44_to_Cr48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ti44);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ti44);
+        }
+#endif
+        rate_He4_Ti44_to_Cr48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ti44_to_Cr48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ti44_to_p_V47_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ti44);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ti44);
+        }
+#endif
+        rate_He4_Ti44_to_p_V47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ti44_to_p_V47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_V47_to_Cr48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_V47);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_V47);
+        }
+#endif
+        rate_p_V47_to_Cr48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_V47_to_Cr48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_reaclib) = drate_dT;
+        }
     }
-    rate_Ar36_to_S32_He4_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ar36_to_S32_He4_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ar36_to_S32_He4_approx) = drate_dT;
 
-    }
-    rate_Ar36_He4_to_Ca40_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ar36_He4_to_Ca40_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ar36_He4_to_Ca40_approx) = drate_dT;
+    {
+        // n_Fe52_to_Fe53_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Fe52_to_Fe53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Fe52_to_Fe53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Fe52_to_Fe53_reaclib) = drate_dT;
+        }
     }
-    rate_Ca40_to_Ar36_He4_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ca40_to_Ar36_He4_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca40_to_Ar36_He4_approx) = drate_dT;
 
-    }
-    rate_Ca40_He4_to_Ti44_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ca40_He4_to_Ti44_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca40_He4_to_Ti44_approx) = drate_dT;
+    {
+        // n_Fe53_to_Fe54_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Fe53_to_Fe54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Fe53_to_Fe54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Fe53_to_Fe54_reaclib) = drate_dT;
+        }
     }
-    rate_Ti44_to_Ca40_He4_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ti44_to_Ca40_He4_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti44_to_Ca40_He4_approx) = drate_dT;
 
-    }
-    rate_Ti44_He4_to_Cr48_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ti44_He4_to_Cr48_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti44_He4_to_Cr48_approx) = drate_dT;
+    {
+        // n_Fe54_to_Fe55_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Fe54_to_Fe55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Fe54_to_Fe55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Fe54_to_Fe55_reaclib) = drate_dT;
+        }
     }
-    rate_Cr48_to_Ti44_He4_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Cr48_to_Ti44_He4_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr48_to_Ti44_He4_approx) = drate_dT;
 
-    }
-    rate_Fe52_n_n_to_Fe54_approx<T>(rate_eval, rho, Y, rate, drate_dT);
-    rate_eval.screened_rates(k_Fe52_n_n_to_Fe54_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe52_n_n_to_Fe54_approx) = drate_dT;
+    {
+        // n_Fe55_to_Fe56_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Fe55_to_Fe56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Fe55_to_Fe56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Fe55_to_Fe56_reaclib) = drate_dT;
+        }
     }
-    rate_Fe54_to_Fe52_n_n_approx<T>(rate_eval, rho, Y, rate, drate_dT);
-    rate_eval.screened_rates(k_Fe54_to_Fe52_n_n_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe54_to_Fe52_n_n_approx) = drate_dT;
 
-    }
-    rate_Fe54_n_n_to_Fe56_approx<T>(rate_eval, rho, Y, rate, drate_dT);
-    rate_eval.screened_rates(k_Fe54_n_n_to_Fe56_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe54_n_n_to_Fe56_approx) = drate_dT;
+    {
+        // n_Ni56_to_Ni57_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ni56_to_Ni57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ni56_to_Ni57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ni56_to_Ni57_reaclib) = drate_dT;
+        }
     }
-    rate_Fe56_to_Fe54_n_n_approx<T>(rate_eval, rho, Y, rate, drate_dT);
-    rate_eval.screened_rates(k_Fe56_to_Fe54_n_n_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe56_to_Fe54_n_n_approx) = drate_dT;
 
-    }
-    rate_Ni56_n_n_to_Ni58_approx<T>(rate_eval, rho, Y, rate, drate_dT);
-    rate_eval.screened_rates(k_Ni56_n_n_to_Ni58_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni56_n_n_to_Ni58_approx) = drate_dT;
+    {
+        // n_Ni57_to_Ni58_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ni57_to_Ni58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ni57_to_Ni58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ni57_to_Ni58_reaclib) = drate_dT;
+        }
     }
-    rate_Ni58_to_Ni56_n_n_approx<T>(rate_eval, rho, Y, rate, drate_dT);
-    rate_eval.screened_rates(k_Ni58_to_Ni56_n_n_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni58_to_Ni56_n_n_approx) = drate_dT;
 
-    }
 
 }
 
diff --git a/networks/he-burn/he-burn-28amnp/table_rates.H b/networks/he-burn/he-burn-28amnp/table_rates.H
index c55aa9d4da..9263c1cf65 100644
--- a/networks/he-burn/he-burn-28amnp/table_rates.H
+++ b/networks/he-burn/he-burn-28amnp/table_rates.H
@@ -55,11 +55,11 @@ constexpr int add_vars = 1;  // 1 Additional Var in entries
 namespace rate_tables
 {
     // Co56 --> Fe56
-    inline AMREX_GPU_MANAGED table_t j_Co56_Fe56_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Co56_Fe56_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Co56_Fe56_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Co56_Fe56_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Co56_Fe56_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Co56_Fe56_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Co56_Fe56_data{
 -7.705836,       -7.707962,       -7.692263,       -7.032866,       -6.284874,       -5.970341,       -5.642062,       -5.178082,       -4.093715,       -2.791284,       -1.100233,        1.756545,        4.567038,  // RATE
 -7.679753,       -7.698752,       -7.685687,        -7.03166,       -6.284674,       -5.970255,       -5.642021,       -5.178082,       -4.093715,       -2.791284,       -1.100233,        1.756545,        4.567038,
@@ -97,11 +97,11 @@ namespace rate_tables
          };
 
     // Co56 --> Ni56
-    inline AMREX_GPU_MANAGED table_t j_Co56_Ni56_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Co56_Ni56_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Co56_Ni56_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Co56_Ni56_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Co56_Ni56_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Co56_Ni56_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Co56_Ni56_data{
 -99.69797,       -99.69797,      -69.758981,      -37.768387,      -23.052703,       -17.76895,        -13.4835,      -11.090722,       -8.426201,       -6.028675,       -3.404715,        0.008204,        2.897241,  // RATE
 -99.69797,       -99.69797,      -69.758998,       -37.91085,      -23.428328,      -17.788058,       -13.48505,      -11.090722,       -8.426201,       -6.028675,       -3.404715,        0.008204,        2.897241,
@@ -139,11 +139,11 @@ namespace rate_tables
          };
 
     // Fe56 --> Co56
-    inline AMREX_GPU_MANAGED table_t j_Fe56_Co56_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Fe56_Co56_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Fe56_Co56_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Fe56_Co56_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Fe56_Co56_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Fe56_Co56_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Fe56_Co56_data{
 -99.69797,       -99.69797,       -99.69797,      -62.854802,      -37.268611,      -27.644755,      -19.855923,      -15.693996,      -11.062186,        -6.68628,       -2.996418,        0.330264,        3.050101,  // RATE
 -99.69797,       -99.69797,       -99.69797,      -63.853019,      -37.680995,      -27.666587,      -19.856877,      -15.693996,      -11.062186,        -6.68628,       -2.996418,        0.330264,        3.050101,
@@ -181,11 +181,11 @@ namespace rate_tables
          };
 
     // Ni56 --> Co56
-    inline AMREX_GPU_MANAGED table_t j_Ni56_Co56_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ni56_Co56_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ni56_Co56_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ni56_Co56_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ni56_Co56_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ni56_Co56_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ni56_Co56_data{
 -8.684,          -9.164,          -9.291,          -9.387,          -8.777,          -7.439,       -6.183988,       -5.405627,       -4.316341,       -2.714602,       -0.608944,        2.014581,        4.728024,  // RATE
 -7.705,          -8.165,          -8.291,          -8.387,          -8.364,          -7.418,       -6.181989,       -5.405627,       -4.316341,       -2.714602,       -0.608944,        2.014581,        4.728024,
@@ -223,11 +223,11 @@ namespace rate_tables
          };
 
     // n --> p
-    inline AMREX_GPU_MANAGED table_t j_n_p_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_n_p_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_n_p_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_n_p_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_n_p_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_n_p_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_n_p_data{
 -2.959,          -2.959,          -2.959,          -2.959,       -2.958959,       -2.957841,       -2.941107,       -2.874417,       -2.540055,       -1.720786,        -0.41411,        1.802004,           4.347,  // RATE
 -2.959,          -2.959,          -2.959,          -2.959,       -2.958984,       -2.957898,       -2.941192,       -2.874417,       -2.540055,       -1.720786,        -0.41411,        1.802004,           4.347,
@@ -265,11 +265,11 @@ namespace rate_tables
          };
 
     // p --> n
-    inline AMREX_GPU_MANAGED table_t j_p_n_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_p_n_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_p_n_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_p_n_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_p_n_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_p_n_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_p_n_data{
 -99.69797,          -49.75,          -29.58,         -19.262,         -14.019,         -10.766,           -7.99,          -6.458,          -4.715,          -2.968,          -1.035,             1.6,           4.293,  // RATE
 -99.69797,         -48.749,          -28.58,         -18.262,         -13.606,         -10.744,          -7.989,          -6.458,          -4.715,          -2.968,          -1.035,             1.6,           4.293,
@@ -309,7 +309,7 @@ namespace rate_tables
 }
 
 
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_linear_1d(const amrex::Real fhi, const amrex::Real flo, const amrex::Real xhi, const amrex::Real xlo, const amrex::Real x)
 {
@@ -322,7 +322,7 @@ evaluate_linear_1d(const amrex::Real fhi, const amrex::Real flo, const amrex::Re
     return f;
 }
 
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_linear_2d(const amrex::Real fip1jp1, const amrex::Real fip1j, const amrex::Real fijp1, const amrex::Real fij,
           const amrex::Real xhi, const amrex::Real xlo, const amrex::Real yhi, const amrex::Real ylo,
@@ -354,7 +354,7 @@ evaluate_linear_2d(const amrex::Real fip1jp1, const amrex::Real fip1j, const amr
 
 
 template<typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_vars(const int irhoy_lo, const int jtemp_lo,
               const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -384,7 +384,7 @@ evaluate_vars(const int irhoy_lo, const int jtemp_lo,
 
 
 template<typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_dr_dtemp(const int irhoy_lo, const int jtemp_lo,
                   const table_t& table_meta, const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -527,7 +527,7 @@ evaluate_dr_dtemp(const int irhoy_lo, const int jtemp_lo,
 
 
 template <typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 void
 get_entries(const int irhoy_lo, const int jtemp_lo,
             const table_t& table_meta, const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -555,7 +555,7 @@ get_entries(const int irhoy_lo, const int jtemp_lo,
 }
 
 template <typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 void
 tabular_evaluate(const table_t& table_meta,
                  const R& log_rhoy_table, const T& log_temp_table, const D& data,
diff --git a/networks/he-burn/he-burn-28amnp/temperature_table_rates.H b/networks/he-burn/he-burn-28amnp/temperature_table_rates.H
index 4fdd0d89c7..8490332679 100644
--- a/networks/he-burn/he-burn-28amnp/temperature_table_rates.H
+++ b/networks/he-burn/he-burn-28amnp/temperature_table_rates.H
@@ -5,7 +5,7 @@
 
 #include <tfactors.H>
 #include <actual_network.H>
-
+#include <interp_tools.H>
 
 using namespace amrex::literals;
 
@@ -28,6 +28,7 @@ namespace temp_tabular {
         [[maybe_unused]] amrex::Real drate_dT;
 
 
+
     }
 
 
diff --git a/networks/he-burn/he-burn-33am/Make.package b/networks/he-burn/he-burn-33am/Make.package
index fd942a5ce1..35413fdcff 100644
--- a/networks/he-burn/he-burn-33am/Make.package
+++ b/networks/he-burn/he-burn-33am/Make.package
@@ -2,13 +2,15 @@ PYNUCASTRO_NETWORK = TRUE
 CEXE_headers += network_properties.H
 
 ifeq ($(USE_REACT),TRUE)
-  CEXE_sources += actual_network_data.cpp
   CEXE_headers += actual_network.H
   CEXE_headers += tfactors.H
   CEXE_headers += interp_tools.H
   CEXE_headers += partition_functions.H
   CEXE_headers += actual_rhs.H
+  CEXE_headers += rate_type.H
   CEXE_headers += reaclib_rates.H
+  CEXE_headers += approximate_rates.H
+  CEXE_headers += modified_rates.H
   CEXE_headers += table_rates.H
   CEXE_headers += temperature_table_rates.H
   CEXE_headers += derived_rates.H
diff --git a/networks/he-burn/he-burn-33am/actual_network.H b/networks/he-burn/he-burn-33am/actual_network.H
index 142dd65c7e..610e86d2ff 100644
--- a/networks/he-burn/he-burn-33am/actual_network.H
+++ b/networks/he-burn/he-burn-33am/actual_network.H
@@ -1,18 +1,25 @@
 #ifndef actual_network_H
 #define actual_network_H
 
+#include <random>
 #include <string_view>
 
 #include <AMReX_REAL.H>
 #include <AMReX_Array.H>
 #include <AMReX_Loop.H>
 
+#include <extern_parameters.H>
 #include <fundamental_constants.H>
 #include <network_properties.H>
 
 using namespace amrex::literals;
 
-void actual_network_init();
+
+inline
+void actual_network_init() {
+
+
+}
 
 constexpr std::string_view network_name = "pynucastro-cxx";
 
@@ -318,11 +325,11 @@ namespace Rates
         k_He4_Fe52_to_p_Co55_reaclib = 29,
         k_p_Cu59_to_He4_Ni56_reaclib = 30,
         k_He4_He4_He4_to_C12_reaclib = 31,
-        k_He4_N14_to_F18_removed = 32,
-        k_p_O16_to_F17_removed = 33,
-        k_C12_C12_to_n_Mg23_removed = 34,
-        k_O16_O16_to_n_S31_removed = 35,
-        k_C12_O16_to_n_Si27_removed = 36,
+        k_He4_N14_to_F18_reaclib = 32,
+        k_p_O16_to_F17_reaclib = 33,
+        k_C12_C12_to_n_Mg23_reaclib = 34,
+        k_O16_O16_to_n_S31_reaclib = 35,
+        k_C12_O16_to_n_Si27_reaclib = 36,
         k_p_Mn55_to_Fe56_reaclib = 37,
         k_n_Fe52_to_Fe53_reaclib = 38,
         k_n_Fe53_to_Fe54_reaclib = 39,
@@ -354,18 +361,18 @@ namespace Rates
         k_n_Ni58_to_He4_Fe55_reaclib = 65,
         k_n_Cu59_to_He4_Co56_reaclib = 66,
         k_n_Zn60_to_He4_Ni57_reaclib = 67,
-        k_He4_S32_to_Ar36_removed = 68,
-        k_p_Cl35_to_Ar36_removed = 69,
-        k_p_Cl35_to_He4_S32_removed = 70,
-        k_He4_Ar36_to_Ca40_removed = 71,
-        k_p_K39_to_Ca40_removed = 72,
-        k_p_K39_to_He4_Ar36_removed = 73,
-        k_He4_Ca40_to_Ti44_removed = 74,
-        k_p_Sc43_to_Ti44_removed = 75,
-        k_p_Sc43_to_He4_Ca40_removed = 76,
-        k_He4_Ti44_to_Cr48_removed = 77,
-        k_He4_Ti44_to_p_V47_removed = 78,
-        k_p_V47_to_Cr48_removed = 79,
+        k_He4_S32_to_Ar36_reaclib = 68,
+        k_p_Cl35_to_Ar36_reaclib = 69,
+        k_p_Cl35_to_He4_S32_reaclib = 70,
+        k_He4_Ar36_to_Ca40_reaclib = 71,
+        k_p_K39_to_Ca40_reaclib = 72,
+        k_p_K39_to_He4_Ar36_reaclib = 73,
+        k_He4_Ca40_to_Ti44_reaclib = 74,
+        k_p_Sc43_to_Ti44_reaclib = 75,
+        k_p_Sc43_to_He4_Ca40_reaclib = 76,
+        k_He4_Ti44_to_Cr48_reaclib = 77,
+        k_He4_Ti44_to_p_V47_reaclib = 78,
+        k_p_V47_to_Cr48_reaclib = 79,
         k_Co55_to_Fe55_weaktab = 80,
         k_Fe55_to_Co55_weaktab = 81,
         k_Fe55_to_Mn55_weaktab = 82,
@@ -447,19 +454,70 @@ namespace Rates
         k_p_Co57_to_n_Ni57_derived = 158,
         k_He4_Ni57_to_n_Zn60_derived = 159,
         k_p_Ni58_to_He4_Co55_derived = 160,
-        k_He4_S32_to_p_Cl35_removed = 161,
-        k_Ar36_to_He4_S32_removed = 162,
-        k_Ar36_to_p_Cl35_removed = 163,
-        k_He4_Ar36_to_p_K39_removed = 164,
-        k_Ca40_to_He4_Ar36_removed = 165,
-        k_Ca40_to_p_K39_removed = 166,
-        k_He4_Ca40_to_p_Sc43_removed = 167,
-        k_Ti44_to_He4_Ca40_removed = 168,
-        k_Ti44_to_p_Sc43_removed = 169,
-        k_Cr48_to_He4_Ti44_removed = 170,
-        k_Cr48_to_p_V47_removed = 171,
-        k_p_V47_to_He4_Ti44_removed = 172,
-        NumRates = k_p_V47_to_He4_Ti44_removed
+        k_He4_S32_to_p_Cl35_derived = 161,
+        k_Ar36_to_He4_S32_derived = 162,
+        k_Ar36_to_p_Cl35_derived = 163,
+        k_He4_Ar36_to_p_K39_derived = 164,
+        k_Ca40_to_He4_Ar36_derived = 165,
+        k_Ca40_to_p_K39_derived = 166,
+        k_He4_Ca40_to_p_Sc43_derived = 167,
+        k_Ti44_to_He4_Ca40_derived = 168,
+        k_Ti44_to_p_Sc43_derived = 169,
+        k_Cr48_to_He4_Ti44_derived = 170,
+        k_Cr48_to_p_V47_derived = 171,
+        k_p_V47_to_He4_Ti44_derived = 172,
+        NumRates = k_p_V47_to_He4_Ti44_derived
+    };
+
+    enum ScreenPairs :
+    std::uint8_t
+    {
+        k_p_C12 = 1,
+        k_He4_O16 = 2,
+        k_He4_N14 = 3,
+        k_p_Co57 = 4,
+        k_p_K39 = 5,
+        k_p_Fe55 = 6,
+        k_He4_Ca40 = 7,
+        k_He4_Ar36 = 8,
+        k_p_Sc43 = 9,
+        k_p_Fe56 = 10,
+        k_He4_C12 = 11,
+        k_He4_Ti44 = 12,
+        k_He4_Fe55 = 13,
+        k_p_Mn55 = 14,
+        k_He4_Mg24 = 15,
+        k_C12_O16 = 16,
+        k_p_V47 = 17,
+        k_He4_Cr48 = 18,
+        k_p_Co55 = 19,
+        k_C12_C12 = 20,
+        k_He4_Ne20 = 21,
+        k_p_Al27 = 22,
+        k_p_Mn51 = 23,
+        k_p_Na23 = 24,
+        k_p_Co56 = 25,
+        k_p_Fe54 = 26,
+        k_He4_Fe52 = 27,
+        k_p_Cu59 = 28,
+        k_He4_S32 = 29,
+        k_He4_Mn51 = 30,
+        k_He4_Co55 = 31,
+        k_He4_Ni56 = 32,
+        k_He4_Fe53 = 33,
+        k_p_P31 = 34,
+        k_He4_He4 = 35,
+        k_p_Ni58 = 36,
+        k_p_O16 = 37,
+        k_He4_Co56 = 38,
+        k_He4_Si28 = 39,
+        k_He4_Fe54 = 40,
+        k_He4_Ni57 = 41,
+        k_p_Cl35 = 42,
+        k_O16_O16 = 43,
+        k_He4_Be8 = 44,
+        k_He4_N13 = 45,
+        NumScreenPairs = k_He4_N13
     };
 
     // rate names -- note: the rates are 1-based, not zero-based, so we pad
@@ -499,11 +557,11 @@ namespace Rates
         "He4_Fe52_to_p_Co55_reaclib",  // 29,
         "p_Cu59_to_He4_Ni56_reaclib",  // 30,
         "He4_He4_He4_to_C12_reaclib",  // 31,
-        "He4_N14_to_F18_removed",  // 32,
-        "p_O16_to_F17_removed",  // 33,
-        "C12_C12_to_n_Mg23_removed",  // 34,
-        "O16_O16_to_n_S31_removed",  // 35,
-        "C12_O16_to_n_Si27_removed",  // 36,
+        "He4_N14_to_F18_reaclib",  // 32,
+        "p_O16_to_F17_reaclib",  // 33,
+        "C12_C12_to_n_Mg23_reaclib",  // 34,
+        "O16_O16_to_n_S31_reaclib",  // 35,
+        "C12_O16_to_n_Si27_reaclib",  // 36,
         "p_Mn55_to_Fe56_reaclib",  // 37,
         "n_Fe52_to_Fe53_reaclib",  // 38,
         "n_Fe53_to_Fe54_reaclib",  // 39,
@@ -535,18 +593,18 @@ namespace Rates
         "n_Ni58_to_He4_Fe55_reaclib",  // 65,
         "n_Cu59_to_He4_Co56_reaclib",  // 66,
         "n_Zn60_to_He4_Ni57_reaclib",  // 67,
-        "He4_S32_to_Ar36_removed",  // 68,
-        "p_Cl35_to_Ar36_removed",  // 69,
-        "p_Cl35_to_He4_S32_removed",  // 70,
-        "He4_Ar36_to_Ca40_removed",  // 71,
-        "p_K39_to_Ca40_removed",  // 72,
-        "p_K39_to_He4_Ar36_removed",  // 73,
-        "He4_Ca40_to_Ti44_removed",  // 74,
-        "p_Sc43_to_Ti44_removed",  // 75,
-        "p_Sc43_to_He4_Ca40_removed",  // 76,
-        "He4_Ti44_to_Cr48_removed",  // 77,
-        "He4_Ti44_to_p_V47_removed",  // 78,
-        "p_V47_to_Cr48_removed",  // 79,
+        "He4_S32_to_Ar36_reaclib",  // 68,
+        "p_Cl35_to_Ar36_reaclib",  // 69,
+        "p_Cl35_to_He4_S32_reaclib",  // 70,
+        "He4_Ar36_to_Ca40_reaclib",  // 71,
+        "p_K39_to_Ca40_reaclib",  // 72,
+        "p_K39_to_He4_Ar36_reaclib",  // 73,
+        "He4_Ca40_to_Ti44_reaclib",  // 74,
+        "p_Sc43_to_Ti44_reaclib",  // 75,
+        "p_Sc43_to_He4_Ca40_reaclib",  // 76,
+        "He4_Ti44_to_Cr48_reaclib",  // 77,
+        "He4_Ti44_to_p_V47_reaclib",  // 78,
+        "p_V47_to_Cr48_reaclib",  // 79,
         "Co55_to_Fe55_weaktab",  // 80,
         "Fe55_to_Co55_weaktab",  // 81,
         "Fe55_to_Mn55_weaktab",  // 82,
@@ -628,20 +686,26 @@ namespace Rates
         "p_Co57_to_n_Ni57_derived",  // 158,
         "He4_Ni57_to_n_Zn60_derived",  // 159,
         "p_Ni58_to_He4_Co55_derived",  // 160,
-        "He4_S32_to_p_Cl35_removed",  // 161,
-        "Ar36_to_He4_S32_removed",  // 162,
-        "Ar36_to_p_Cl35_removed",  // 163,
-        "He4_Ar36_to_p_K39_removed",  // 164,
-        "Ca40_to_He4_Ar36_removed",  // 165,
-        "Ca40_to_p_K39_removed",  // 166,
-        "He4_Ca40_to_p_Sc43_removed",  // 167,
-        "Ti44_to_He4_Ca40_removed",  // 168,
-        "Ti44_to_p_Sc43_removed",  // 169,
-        "Cr48_to_He4_Ti44_removed",  // 170,
-        "Cr48_to_p_V47_removed",  // 171,
-        "p_V47_to_He4_Ti44_removed"  // 172,
+        "He4_S32_to_p_Cl35_derived",  // 161,
+        "Ar36_to_He4_S32_derived",  // 162,
+        "Ar36_to_p_Cl35_derived",  // 163,
+        "He4_Ar36_to_p_K39_derived",  // 164,
+        "Ca40_to_He4_Ar36_derived",  // 165,
+        "Ca40_to_p_K39_derived",  // 166,
+        "He4_Ca40_to_p_Sc43_derived",  // 167,
+        "Ti44_to_He4_Ca40_derived",  // 168,
+        "Ti44_to_p_Sc43_derived",  // 169,
+        "Cr48_to_He4_Ti44_derived",  // 170,
+        "Cr48_to_p_V47_derived",  // 171,
+        "p_V47_to_He4_Ti44_derived"  // 172,
     };
 
+    template<std::uint8_t rate>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    constexpr amrex::Real get_p_random() {
+        return 0.0_rt;
+    }
+
 }
 
 #ifdef NSE_NET
diff --git a/networks/he-burn/he-burn-33am/actual_rhs.H b/networks/he-burn/he-burn-33am/actual_rhs.H
index cf0151a7b4..bbff4072b5 100644
--- a/networks/he-burn/he-burn-33am/actual_rhs.H
+++ b/networks/he-burn/he-burn-33am/actual_rhs.H
@@ -1,5 +1,5 @@
-#ifndef actual_rhs_H
-#define actual_rhs_H
+#ifndef ACTUAL_RHS_H
+#define ACTUAL_RHS_H
 
 #include <AMReX_REAL.H>
 #include <AMReX_Array.H>
@@ -15,7 +15,10 @@
 #ifdef NEUTRINOS
 #include <neutrino.H>
 #endif
+#include <rate_type.H>
 #include <reaclib_rates.H>
+#include <approximate_rates.H>
+#include <modified_rates.H>
 #include <table_rates.H>
 #include <temperature_table_rates.H>
 #include <derived_rates.H>
@@ -28,9 +31,8 @@ using namespace Rates;
 
 using namespace rate_tables;
 
-
 template<class T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void ener_gener_rate(T const& dydt, amrex::Real& enuc)
 {
 
@@ -49,17 +51,14 @@ void ener_gener_rate(T const& dydt, amrex::Real& enuc)
 }
 
 
+#ifdef SCREENING
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void evaluate_rates(const burn_t& state,
-                    const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
-                    T& rate_eval) {
-
-    // here Y is consistent with state.xn
-
-    [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
+AMREX_GPU_DEVICE AMREX_INLINE
+void evaluate_screening(const burn_t& state,
+                        const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                        T& rate_eval) {
 
-    // Calculate Reaclib rates
+    // Evaluate screening terms
 
     using number_t = std::conditional_t<do_T_derivatives, autodiff::dual, amrex::Real>;
     number_t temp = state.T;
@@ -68,952 +67,506 @@ void evaluate_rates(const burn_t& state,
         autodiff::seed(temp);
     }
 
-#ifdef SCREENING
     plasma_state_t<number_t> pstate{};
     fill_plasma_state(pstate, temp, state.rho, Y);
-#endif
-
-    const tf_t tfactors = evaluate_tfactors(state.T);
-
-    fill_reaclib_rates<do_T_derivatives, T>(tfactors, rate_eval);
-
-    temp_tabular::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
-
-    // Calculate Derived Rates. This should go last but before approx rates.
-    fill_derived_rates<do_T_derivatives, T>(tfactors, rate_eval);
-
-
-#ifdef SCREENING
-    // Evaluate screening factors
-
-    amrex::Real ratraw, dratraw_dT;
-    amrex::Real scor, dscor_dt;
-    [[maybe_unused]] amrex::Real scor2, dscor2_dt;
 
+    amrex::Real log_scor, dlog_scor_dT;
 
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 6.0_rt, 12.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_C12) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_C12) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_C12_to_N13_reaclib);
-    rate_eval.screened_rates(k_p_C12_to_N13_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 6.0_rt, 12.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_C12_to_O16_reaclib);
-    rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 16.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib);
-    rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_O16) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 10.0_rt, 20.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 14.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib);
-    rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ne20_to_p_Na23_derived);
-    rate_eval.screened_rates(k_He4_Ne20_to_p_Na23_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ne20_to_p_Na23_derived);
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_p_Na23_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_N14) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_N14) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 11.0_rt, 23.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 27.0_rt, 57.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Na23_to_Mg24_reaclib);
-    rate_eval.screened_rates(k_p_Na23_to_Mg24_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Na23_to_Mg24_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_Mg24_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Co57) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Co57) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Na23_to_He4_Ne20_reaclib);
-    rate_eval.screened_rates(k_p_Na23_to_He4_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Na23_to_He4_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_He4_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 12.0_rt, 24.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Mg24_to_Si28_reaclib);
-    rate_eval.screened_rates(k_He4_Mg24_to_Si28_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mg24_to_Si28_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_Si28_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Mg24_to_p_Al27_derived);
-    rate_eval.screened_rates(k_He4_Mg24_to_p_Al27_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mg24_to_p_Al27_derived);
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_p_Al27_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 19.0_rt, 39.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_K39) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_K39) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 13.0_rt, 27.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 26.0_rt, 55.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Al27_to_Si28_reaclib);
-    rate_eval.screened_rates(k_p_Al27_to_Si28_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Al27_to_Si28_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_Si28_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Al27_to_He4_Mg24_reaclib);
-    rate_eval.screened_rates(k_p_Al27_to_He4_Mg24_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Al27_to_He4_Mg24_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_He4_Mg24_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Fe55) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Fe55) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 14.0_rt, 28.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 20.0_rt, 40.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Si28_to_S32_reaclib);
-    rate_eval.screened_rates(k_He4_Si28_to_S32_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Si28_to_S32_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_S32_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Si28_to_p_P31_derived);
-    rate_eval.screened_rates(k_He4_Si28_to_p_P31_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Si28_to_p_P31_derived);
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_p_P31_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 15.0_rt, 31.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_P31_to_S32_reaclib);
-    rate_eval.screened_rates(k_p_P31_to_S32_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_P31_to_S32_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_P31_to_S32_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ca40) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ca40) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_P31_to_He4_Si28_reaclib);
-    rate_eval.screened_rates(k_p_P31_to_He4_Si28_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_P31_to_He4_Si28_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_P31_to_He4_Si28_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 24.0_rt, 48.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 18.0_rt, 36.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Cr48_to_Fe52_reaclib);
-    rate_eval.screened_rates(k_He4_Cr48_to_Fe52_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cr48_to_Fe52_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cr48_to_Fe52_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Cr48_to_p_Mn51_reaclib);
-    rate_eval.screened_rates(k_He4_Cr48_to_p_Mn51_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cr48_to_p_Mn51_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cr48_to_p_Mn51_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ar36) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ar36) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 25.0_rt, 51.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 21.0_rt, 43.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Sc43) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Sc43) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Mn51_to_Fe52_reaclib);
-    rate_eval.screened_rates(k_p_Mn51_to_Fe52_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_derived);
-    rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_derived);
-        rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 25.0_rt, 51.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Mn51_to_Co55_reaclib);
-    rate_eval.screened_rates(k_He4_Mn51_to_Co55_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mn51_to_Co55_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Mn51_to_Co55_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Mn51_to_p_Fe54_reaclib);
-    rate_eval.screened_rates(k_He4_Mn51_to_p_Fe54_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mn51_to_p_Fe54_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Mn51_to_p_Fe54_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 26.0_rt, 56.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Fe56) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Fe56) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 26.0_rt, 52.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 6.0_rt, 12.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Fe52_to_Ni56_reaclib);
-    rate_eval.screened_rates(k_He4_Fe52_to_Ni56_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_C12) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_C12) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Fe52_to_p_Co55_reaclib);
-    rate_eval.screened_rates(k_He4_Fe52_to_p_Co55_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_Co55_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_Co55_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 27.0_rt, 55.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Co55_to_Ni56_reaclib);
-    rate_eval.screened_rates(k_p_Co55_to_Ni56_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_derived);
-    rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_derived);
-        rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 27.0_rt, 55.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 22.0_rt, 44.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ti44) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ti44) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Co55_to_Cu59_reaclib);
-    rate_eval.screened_rates(k_He4_Co55_to_Cu59_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Co55_to_Cu59_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Co55_to_Cu59_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Co55_to_p_Ni58_reaclib);
-    rate_eval.screened_rates(k_He4_Co55_to_p_Ni58_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Co55_to_p_Ni58_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Co55_to_p_Ni58_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 28.0_rt, 56.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 26.0_rt, 55.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Fe55) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Fe55) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Ni56_to_Zn60_reaclib);
-    rate_eval.screened_rates(k_He4_Ni56_to_Zn60_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ni56_to_Zn60_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ni56_to_Zn60_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ni56_to_p_Cu59_derived);
-    rate_eval.screened_rates(k_He4_Ni56_to_p_Cu59_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ni56_to_p_Cu59_derived);
-        rate_eval.dscreened_rates_dT(k_He4_Ni56_to_p_Cu59_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 29.0_rt, 59.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 25.0_rt, 55.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cu59_to_Zn60_reaclib);
-    rate_eval.screened_rates(k_p_Cu59_to_Zn60_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cu59_to_Zn60_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cu59_to_Zn60_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cu59_to_He4_Ni56_reaclib);
-    rate_eval.screened_rates(k_p_Cu59_to_He4_Ni56_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cu59_to_He4_Ni56_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cu59_to_He4_Ni56_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Mn55) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Mn55) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(6.0_rt, 12.0_rt, 6.0_rt, 12.0_rt);
-        static_assert(scn_fac.z1 == 6.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib);
-    rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib);
-    rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_C12_to_Mg24_modified);
-    rate_eval.screened_rates(k_C12_C12_to_Mg24_modified) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_C12_to_Mg24_modified);
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_Mg24_modified) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 13.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 12.0_rt, 24.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Mg24) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Mg24) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib);
-    rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(6.0_rt, 12.0_rt, 8.0_rt, 16.0_rt);
         static_assert(scn_fac.z1 == 6.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_C12_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_C12_O16) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_C12_O16_to_p_Al27_reaclib);
-    rate_eval.screened_rates(k_C12_O16_to_p_Al27_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_O16_to_p_Al27_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_p_Al27_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_O16_to_He4_Mg24_reaclib);
-    rate_eval.screened_rates(k_C12_O16_to_He4_Mg24_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_O16_to_He4_Mg24_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_He4_Mg24_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_O16_to_Si28_modified);
-    rate_eval.screened_rates(k_C12_O16_to_Si28_modified) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_O16_to_Si28_modified);
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_Si28_modified) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(8.0_rt, 16.0_rt, 8.0_rt, 16.0_rt);
-        static_assert(scn_fac.z1 == 8.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_O16_O16_to_p_P31_reaclib);
-    rate_eval.screened_rates(k_O16_O16_to_p_P31_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_O16_O16_to_p_P31_reaclib);
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_p_P31_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_O16_O16_to_He4_Si28_reaclib);
-    rate_eval.screened_rates(k_O16_O16_to_He4_Si28_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_O16_O16_to_He4_Si28_reaclib);
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_He4_Si28_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_O16_O16_to_S32_modified);
-    rate_eval.screened_rates(k_O16_O16_to_S32_modified) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_O16_O16_to_S32_modified);
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_S32_modified) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 23.0_rt, 47.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_V47) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_V47) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 2.0_rt, 4.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 24.0_rt, 48.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Cr48) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Cr48) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac2 = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 4.0_rt, 8.0_rt);
-        static_assert(scn_fac2.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac2, scor2, dscor2_dt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 27.0_rt, 55.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Co55) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Co55) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib);
-    rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib) *= scor * scor2;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib) = ratraw * (scor * dscor2_dt + dscor_dt * scor2) + dratraw_dT * scor * scor2;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(6.0_rt, 12.0_rt, 6.0_rt, 12.0_rt);
+        static_assert(scn_fac.z1 == 6.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_C12_C12) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_C12_C12) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 14.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 10.0_rt, 20.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ne20) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ne20) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_N14_to_Ne20_modified);
-    rate_eval.screened_rates(k_He4_N14_to_Ne20_modified) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_N14_to_Ne20_modified);
-        rate_eval.dscreened_rates_dT(k_He4_N14_to_Ne20_modified) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 16.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 13.0_rt, 27.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_O16_to_N14_He4_modified);
-    rate_eval.screened_rates(k_p_O16_to_N14_He4_modified) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O16_to_N14_He4_modified);
-        rate_eval.dscreened_rates_dT(k_p_O16_to_N14_He4_modified) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Al27) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Al27) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_O16_to_He4_N13_derived);
-    rate_eval.screened_rates(k_p_O16_to_He4_N13_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O16_to_He4_N13_derived);
-        rate_eval.dscreened_rates_dT(k_p_O16_to_He4_N13_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 25.0_rt, 55.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 25.0_rt, 51.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Mn55_to_Fe56_reaclib);
-    rate_eval.screened_rates(k_p_Mn55_to_Fe56_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Mn55_to_Fe56_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Mn55_to_Fe56_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Mn55_to_n_Fe55_derived);
-    rate_eval.screened_rates(k_p_Mn55_to_n_Fe55_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Mn55_to_n_Fe55_derived);
-        rate_eval.dscreened_rates_dT(k_p_Mn55_to_n_Fe55_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Mn51) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Mn51) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 26.0_rt, 53.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Fe53_to_Ni57_reaclib);
-    rate_eval.screened_rates(k_He4_Fe53_to_Ni57_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe53_to_Ni57_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Fe53_to_Ni57_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Fe53_to_p_Co56_reaclib);
-    rate_eval.screened_rates(k_He4_Fe53_to_p_Co56_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe53_to_p_Co56_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Fe53_to_p_Co56_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 11.0_rt, 23.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Na23) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Na23) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Fe53_to_n_Ni56_derived);
-    rate_eval.screened_rates(k_He4_Fe53_to_n_Ni56_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe53_to_n_Ni56_derived);
-        rate_eval.dscreened_rates_dT(k_He4_Fe53_to_n_Ni56_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 27.0_rt, 56.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Co56) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Co56) = dlog_scor_dT;
+        }
     }
 
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 26.0_rt, 54.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Fe54_to_Co55_reaclib);
-    rate_eval.screened_rates(k_p_Fe54_to_Co55_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Fe54_to_Co55_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Fe54_to_Co55_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Fe54) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Fe54) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Fe54_to_He4_Mn51_derived);
-    rate_eval.screened_rates(k_p_Fe54_to_He4_Mn51_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Fe54_to_He4_Mn51_derived);
-        rate_eval.dscreened_rates_dT(k_p_Fe54_to_He4_Mn51_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 26.0_rt, 54.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 26.0_rt, 52.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Fe54_to_Ni58_reaclib);
-    rate_eval.screened_rates(k_He4_Fe54_to_Ni58_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe54_to_Ni58_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Fe54_to_Ni58_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Fe54_to_n_Ni57_derived);
-    rate_eval.screened_rates(k_He4_Fe54_to_n_Ni57_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe54_to_n_Ni57_derived);
-        rate_eval.dscreened_rates_dT(k_He4_Fe54_to_n_Ni57_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Fe54_to_p_Co57_derived);
-    rate_eval.screened_rates(k_He4_Fe54_to_p_Co57_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe54_to_p_Co57_derived);
-        rate_eval.dscreened_rates_dT(k_He4_Fe54_to_p_Co57_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Fe52) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Fe52) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 26.0_rt, 55.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 29.0_rt, 59.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Fe55_to_Co56_reaclib);
-    rate_eval.screened_rates(k_p_Fe55_to_Co56_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Fe55_to_Co56_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Fe55_to_Co56_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Cu59) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Cu59) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Fe55_to_n_Co55_derived);
-    rate_eval.screened_rates(k_p_Fe55_to_n_Co55_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Fe55_to_n_Co55_derived);
-        rate_eval.dscreened_rates_dT(k_p_Fe55_to_n_Co55_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 26.0_rt, 56.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Fe56_to_Co57_reaclib);
-    rate_eval.screened_rates(k_p_Fe56_to_Co57_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Fe56_to_Co57_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Fe56_to_Co57_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Fe56_to_n_Co56_derived);
-    rate_eval.screened_rates(k_p_Fe56_to_n_Co56_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Fe56_to_n_Co56_derived);
-        rate_eval.dscreened_rates_dT(k_p_Fe56_to_n_Co56_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 16.0_rt, 32.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_S32) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_S32) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 27.0_rt, 56.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 25.0_rt, 51.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Mn51) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Mn51) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Co56_to_Ni57_reaclib);
-    rate_eval.screened_rates(k_p_Co56_to_Ni57_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Co56_to_Ni57_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Co56_to_Ni57_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 27.0_rt, 55.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Co55) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Co55) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Co56_to_n_Ni56_derived);
-    rate_eval.screened_rates(k_p_Co56_to_n_Ni56_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Co56_to_n_Ni56_derived);
-        rate_eval.dscreened_rates_dT(k_p_Co56_to_n_Ni56_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 28.0_rt, 56.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ni56) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ni56) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Co56_to_He4_Fe53_derived);
-    rate_eval.screened_rates(k_p_Co56_to_He4_Fe53_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Co56_to_He4_Fe53_derived);
-        rate_eval.dscreened_rates_dT(k_p_Co56_to_He4_Fe53_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 26.0_rt, 53.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Fe53) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Fe53) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 27.0_rt, 57.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 15.0_rt, 31.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Co57_to_Ni58_reaclib);
-    rate_eval.screened_rates(k_p_Co57_to_Ni58_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Co57_to_Ni58_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Co57_to_Ni58_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Co57_to_He4_Fe54_reaclib);
-    rate_eval.screened_rates(k_p_Co57_to_He4_Fe54_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Co57_to_He4_Fe54_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Co57_to_He4_Fe54_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_P31) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_P31) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Co57_to_n_Ni57_derived);
-    rate_eval.screened_rates(k_p_Co57_to_n_Ni57_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Co57_to_n_Ni57_derived);
-        rate_eval.dscreened_rates_dT(k_p_Co57_to_n_Ni57_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 2.0_rt, 4.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_He4) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_He4) = dlog_scor_dT;
+        }
     }
 
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 28.0_rt, 58.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ni58) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ni58) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Ni58_to_Cu59_reaclib);
-    rate_eval.screened_rates(k_p_Ni58_to_Cu59_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ni58_to_Cu59_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ni58_to_Cu59_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ni58_to_He4_Co55_derived);
-    rate_eval.screened_rates(k_p_Ni58_to_He4_Co55_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ni58_to_He4_Co55_derived);
-        rate_eval.dscreened_rates_dT(k_p_Ni58_to_He4_Co55_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 26.0_rt, 55.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Fe55_to_n_Ni58_derived);
-    rate_eval.screened_rates(k_He4_Fe55_to_n_Ni58_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe55_to_n_Ni58_derived);
-        rate_eval.dscreened_rates_dT(k_He4_Fe55_to_n_Ni58_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 16.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_O16) = dlog_scor_dT;
+        }
     }
 
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 27.0_rt, 56.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Co56) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Co56) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Co56_to_n_Cu59_derived);
-    rate_eval.screened_rates(k_He4_Co56_to_n_Cu59_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Co56_to_n_Cu59_derived);
-        rate_eval.dscreened_rates_dT(k_He4_Co56_to_n_Cu59_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 28.0_rt, 57.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 14.0_rt, 28.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ni57_to_n_Zn60_derived);
-    rate_eval.screened_rates(k_He4_Ni57_to_n_Zn60_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ni57_to_n_Zn60_derived);
-        rate_eval.dscreened_rates_dT(k_He4_Ni57_to_n_Zn60_derived) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Si28) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Si28) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 16.0_rt, 32.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 26.0_rt, 54.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_S32_to_Ar36_removed);
-    rate_eval.screened_rates(k_He4_S32_to_Ar36_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_removed);
-        rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Fe54) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Fe54) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_S32_to_p_Cl35_removed);
-    rate_eval.screened_rates(k_He4_S32_to_p_Cl35_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_removed);
-        rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 28.0_rt, 57.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ni57) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ni57) = dlog_scor_dT;
+        }
     }
 
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 17.0_rt, 35.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cl35_to_Ar36_removed);
-    rate_eval.screened_rates(k_p_Cl35_to_Ar36_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_removed);
-        rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cl35_to_He4_S32_removed);
-    rate_eval.screened_rates(k_p_Cl35_to_He4_S32_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_removed);
-        rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Cl35) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Cl35) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 18.0_rt, 36.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ar36_to_Ca40_removed);
-    rate_eval.screened_rates(k_He4_Ar36_to_Ca40_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ar36_to_p_K39_removed);
-    rate_eval.screened_rates(k_He4_Ar36_to_p_K39_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(8.0_rt, 16.0_rt, 8.0_rt, 16.0_rt);
+        static_assert(scn_fac.z1 == 8.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_O16_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_O16_O16) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 19.0_rt, 39.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_K39_to_Ca40_removed);
-    rate_eval.screened_rates(k_p_K39_to_Ca40_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_removed);
-        rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_K39_to_He4_Ar36_removed);
-    rate_eval.screened_rates(k_p_K39_to_He4_Ar36_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_removed);
-        rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_removed) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 4.0_rt, 8.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Be8) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Be8) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 20.0_rt, 40.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 13.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_N13) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_N13) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Ca40_to_Ti44_removed);
-    rate_eval.screened_rates(k_He4_Ca40_to_Ti44_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+}
+#endif
 
-    ratraw = rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_removed);
-    rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
 
+template <int do_T_derivatives, typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void evaluate_rates(const burn_t& state,
+                    const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                    T& rate_eval) {
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 21.0_rt, 43.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
+    // here Y is consistent with state.xn
 
-    ratraw = rate_eval.screened_rates(k_p_Sc43_to_Ti44_removed);
-    rate_eval.screened_rates(k_p_Sc43_to_Ti44_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_removed);
-        rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
 
-    ratraw = rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_removed);
-    rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_removed);
-        rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    const tf_t tfactors = evaluate_tfactors(state.T);
 
+    // Precompute screening terms
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 22.0_rt, 44.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
+#ifdef SCREENING
+    evaluate_screening<do_T_derivatives, T>(state, Y, rate_eval);
+#endif
 
-    ratraw = rate_eval.screened_rates(k_He4_Ti44_to_Cr48_removed);
-    rate_eval.screened_rates(k_He4_Ti44_to_Cr48_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    // Fill in different rates
 
-    ratraw = rate_eval.screened_rates(k_He4_Ti44_to_p_V47_removed);
-    rate_eval.screened_rates(k_He4_Ti44_to_p_V47_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_removed);
-        rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    fill_reaclib_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
+    temp_tabular::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 23.0_rt, 47.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
+    // fill modified rates next -- these can have ReacLib or
+    // TemperatureTabular/StarLib rates as the original rate
+    modified_rates::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
-    ratraw = rate_eval.screened_rates(k_p_V47_to_Cr48_removed);
-    rate_eval.screened_rates(k_p_V47_to_Cr48_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_removed);
-        rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    // Calculate Derived Rates next. This should go last but before
+    // approx rates, since those may have ReacLibRate,
+    // TemperatureTabularRate / StarLibRate, or DerivedRate as the
+    // underlying rate.
 
-    ratraw = rate_eval.screened_rates(k_p_V47_to_He4_Ti44_removed);
-    rate_eval.screened_rates(k_p_V47_to_He4_Ti44_removed) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_removed);
-        rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_removed) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    fill_derived_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
-#endif
 
     // Fill approximate rates
 
     fill_approx_rates<do_T_derivatives, T>(tfactors, state.rho, Y, rate_eval);
 
-    // Calculate tabular rates
+    // Calculate tabular weak rates
 
     [[maybe_unused]] amrex::Real rate, drate_dt, edot_nu, edot_gamma;
 
@@ -1124,7 +677,7 @@ void evaluate_rates(const burn_t& state,
 
 // backwards-compatible wrapper
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void evaluate_rates(const burn_t& state,
                     T& rate_eval) {
 
@@ -1139,17 +692,19 @@ void evaluate_rates(const burn_t& state,
 
 
 #ifdef NSE_NET
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_ydot_weak(const burn_t& state,
-             amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
-             amrex::Real& enuc_weak,
-             [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y) {
+                   amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
+                   amrex::Real& enuc_weak,
+                   [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y) {
     ///
     /// Calculate Ydots contribute only from weak reactions.
     /// This is used to calculate dyedt and energy generation from
     /// weak reactions for self-consistent NSE
     ///
 
+    using namespace modified_rates;
+    using namespace temp_tabular;
 
     // initialize ydot_nuc to 0
 
@@ -1159,93 +714,128 @@ void get_ydot_weak(const burn_t& state,
 
     rate_t rate_eval;
 
-    [[maybe_unused]] amrex::Real rate, drate_dt, edot_nu, edot_gamma;
+    constexpr int do_T_derivatives = 0;
+    [[maybe_unused]] amrex::Real rate, drate_dT, edot_nu, edot_gamma;
     [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
 
     rate_eval.enuc_weak = 0.0_rt;
 
-    // Calculate tabular rates and get ydot_weak
+    // Compute all weak rates and get ydot_weak
+
+#ifdef SCREENING
+    {
+        plasma_state_t<amrex::Real> pstate{};
+        fill_plasma_state(pstate, state.T, state.rho, Y);
+        amrex::Real log_scor, dlog_scor_dT;
+        {
+            constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 16.0_rt);
+            static_assert(scn_fac.z1 == 1.0_rt);
+            actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+            rate_eval.log_screen(k_p_O16) = log_scor;
+        }
+
+    }
+#endif
+
+    const tf_t tfactors = evaluate_tfactors(state.T);
+
+    {
+        // p_O16_to_N14_He4_modified
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O16);
+#endif
+        rate_p_O16_to_N14_He4_modified<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_O16_to_N14_He4_modified) = rate;
+    }
 
     amrex::Real log_temp = std::log10(state.T);
     amrex::Real log_rhoy = std::log10(rhoy);
 
     tabular_evaluate(j_Co55_Fe55_meta, j_Co55_Fe55_rhoy, j_Co55_Fe55_temp, j_Co55_Fe55_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Co55_to_Fe55_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Co55) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Fe55_Co55_meta, j_Fe55_Co55_rhoy, j_Fe55_Co55_temp, j_Fe55_Co55_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Fe55_to_Co55_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Fe55) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Fe55_Mn55_meta, j_Fe55_Mn55_rhoy, j_Fe55_Mn55_temp, j_Fe55_Mn55_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Fe55_to_Mn55_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Fe55) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Mn55_Fe55_meta, j_Mn55_Fe55_rhoy, j_Mn55_Fe55_temp, j_Mn55_Fe55_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Mn55_to_Fe55_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Mn55) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Co56_Fe56_meta, j_Co56_Fe56_rhoy, j_Co56_Fe56_temp, j_Co56_Fe56_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Co56_to_Fe56_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Co56) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Co56_Ni56_meta, j_Co56_Ni56_rhoy, j_Co56_Ni56_temp, j_Co56_Ni56_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Co56_to_Ni56_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Co56) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Fe56_Co56_meta, j_Fe56_Co56_rhoy, j_Fe56_Co56_temp, j_Fe56_Co56_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Fe56_to_Co56_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Fe56) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ni56_Co56_meta, j_Ni56_Co56_rhoy, j_Ni56_Co56_temp, j_Ni56_Co56_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ni56_to_Co56_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ni56) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Co57_Ni57_meta, j_Co57_Ni57_rhoy, j_Co57_Ni57_temp, j_Co57_Ni57_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Co57_to_Ni57_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Co57) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ni57_Co57_meta, j_Ni57_Co57_rhoy, j_Ni57_Co57_temp, j_Ni57_Co57_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ni57_to_Co57_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ni57) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_n_p_meta, j_n_p_rhoy, j_n_p_temp, j_n_p_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_n_to_p_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(N) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_p_n_meta, j_p_n_rhoy, j_p_n_temp, j_p_n_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_p_to_n_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(H1) * (edot_nu + edot_gamma);
 
-    auto screened_rates = rate_eval.screened_rates;
+
+    const auto& screened_rates = rate_eval.screened_rates;
 
     ydot_nuc(N) =
         (-screened_rates(k_n_to_p_weaktab)*Y(N) + screened_rates(k_p_to_n_weaktab)*Y(H1));
 
     ydot_nuc(H1) =
+        -2.0*screened_rates(k_p_O16_to_N14_He4_modified)*Y(O16)*Y(H1)*state.rho +
         (screened_rates(k_n_to_p_weaktab)*Y(N) + -screened_rates(k_p_to_n_weaktab)*Y(H1));
 
-    ydot_nuc(He4) = 0.0_rt;
+    ydot_nuc(He4) =
+        screened_rates(k_p_O16_to_N14_He4_modified)*Y(O16)*Y(H1)*state.rho;
 
     ydot_nuc(C12) = 0.0_rt;
 
     ydot_nuc(N13) = 0.0_rt;
 
-    ydot_nuc(N14) = 0.0_rt;
+    ydot_nuc(N14) =
+        screened_rates(k_p_O16_to_N14_He4_modified)*Y(O16)*Y(H1)*state.rho;
 
-    ydot_nuc(O16) = 0.0_rt;
+    ydot_nuc(O16) =
+        -screened_rates(k_p_O16_to_N14_He4_modified)*Y(O16)*Y(H1)*state.rho;
 
     ydot_nuc(Ne20) = 0.0_rt;
 
@@ -1314,7 +904,7 @@ void get_ydot_weak(const burn_t& state,
 #endif
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void rhs_nuc(const burn_t& state,
              amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
              const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
@@ -1637,7 +1227,7 @@ void rhs_nuc(const burn_t& state,
 }
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void actual_rhs (const burn_t& state, amrex::Array1D<amrex::Real, 1, neqs>& ydot)
 {
 
@@ -1684,7 +1274,7 @@ void actual_rhs (const burn_t& state, amrex::Array1D<amrex::Real, 1, neqs>& ydot
 
 
 template<class MatrixType>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void jac_nuc(const burn_t& state,
              MatrixType& jac,
              const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
@@ -4183,7 +3773,7 @@ void jac_nuc(const burn_t& state,
 
 
 template<class MatrixType>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void actual_jac(const burn_t& state, MatrixType& jac)
 {
 
diff --git a/networks/he-burn/he-burn-33am/approximate_rates.H b/networks/he-burn/he-burn-33am/approximate_rates.H
new file mode 100644
index 0000000000..6bdb7d0779
--- /dev/null
+++ b/networks/he-burn/he-burn-33am/approximate_rates.H
@@ -0,0 +1,247 @@
+#ifndef APPROXIMATE_RATES_H
+#define APPROXIMATE_RATES_H
+
+#include <AMReX.H>
+#include <AMReX_Print.H>
+
+#include <tfactors.H>
+#include <actual_network.H>
+#include <rate_type.H>
+
+using namespace Rates;
+using namespace Species;
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_S32_He4_to_Ar36_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Cl35_to_Ar36_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Cl35_to_He4_S32_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ag = rate_eval.screened_rates(k_He4_S32_to_Ar36_reaclib);
+    amrex::Real r_ap = rate_eval.screened_rates(k_He4_S32_to_p_Cl35_derived);
+    rate = r_ag + r_ap * r_pg * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_reaclib);
+        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_reaclib);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ar36_to_S32_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Cl35_to_Ar36_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Cl35_to_He4_S32_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ga = rate_eval.screened_rates(k_Ar36_to_He4_S32_derived);
+    amrex::Real r_gp = rate_eval.screened_rates(k_Ar36_to_p_Cl35_derived);
+    rate = r_ga + r_gp * r_pa * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ar36_to_He4_S32_derived);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_reaclib);
+        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ar36_to_p_Cl35_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ar36_He4_to_Ca40_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_K39_to_Ca40_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_K39_to_He4_Ar36_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ar36_to_Ca40_reaclib);
+    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ar36_to_p_K39_derived);
+    rate = r_ag + r_ap * r_pg * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_reaclib);
+        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_reaclib);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca40_to_Ar36_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_K39_to_Ca40_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_K39_to_He4_Ar36_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ga = rate_eval.screened_rates(k_Ca40_to_He4_Ar36_derived);
+    amrex::Real r_gp = rate_eval.screened_rates(k_Ca40_to_p_K39_derived);
+    rate = r_ga + r_gp * r_pa * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ca40_to_He4_Ar36_derived);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_reaclib);
+        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ca40_to_p_K39_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca40_He4_to_Ti44_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Sc43_to_Ti44_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ca40_to_Ti44_reaclib);
+    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_derived);
+    rate = r_ag + r_ap * r_pg * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_reaclib);
+        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_reaclib);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti44_to_Ca40_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_Sc43_to_Ti44_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_reaclib);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ga = rate_eval.screened_rates(k_Ti44_to_He4_Ca40_derived);
+    amrex::Real r_gp = rate_eval.screened_rates(k_Ti44_to_p_Sc43_derived);
+    rate = r_ga + r_gp * r_pa * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ti44_to_He4_Ca40_derived);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_reaclib);
+        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ti44_to_p_Sc43_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti44_He4_to_Cr48_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_V47_to_Cr48_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_V47_to_He4_Ti44_derived);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ti44_to_Cr48_reaclib);
+    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ti44_to_p_V47_reaclib);
+    rate = r_ag + r_ap * r_pg * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_reaclib);
+        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_reaclib);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_reaclib);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_derived);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+template <typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr48_to_Ti44_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
+
+    amrex::Real r_pg = rate_eval.screened_rates(k_p_V47_to_Cr48_reaclib);
+    amrex::Real r_pa = rate_eval.screened_rates(k_p_V47_to_He4_Ti44_derived);
+    amrex::Real r_pY = 0.0_rt;
+    amrex::Real dd = 1.0_rt / (r_pg + r_pa + r_pY);
+    amrex::Real r_ga = rate_eval.screened_rates(k_Cr48_to_He4_Ti44_derived);
+    amrex::Real r_gp = rate_eval.screened_rates(k_Cr48_to_p_V47_derived);
+    rate = r_ga + r_gp * r_pa * dd;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Cr48_to_He4_Ti44_derived);
+        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_derived);
+        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Cr48_to_p_V47_derived);
+        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_reaclib);
+        amrex::Real drdT_pY = 0.0_rt;
+        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa + drdT_pY);
+    }
+}
+
+
+
+template <int do_T_derivatives, typename T>
+AMREX_GPU_HOST_DEVICE AMREX_INLINE
+void
+fill_approx_rates([[maybe_unused]] const tf_t& tfactors,
+                  [[maybe_unused]] const amrex::Real rho,
+                  [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                  [[maybe_unused]] T& rate_eval)
+{
+
+    [[maybe_unused]] amrex::Real rate{};
+    [[maybe_unused]] amrex::Real drate_dT{};
+
+    rate_S32_He4_to_Ar36_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_S32_He4_to_Ar36_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_S32_He4_to_Ar36_approx) = drate_dT;
+    }
+
+    rate_Ar36_to_S32_He4_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ar36_to_S32_He4_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ar36_to_S32_He4_approx) = drate_dT;
+    }
+
+    rate_Ar36_He4_to_Ca40_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ar36_He4_to_Ca40_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ar36_He4_to_Ca40_approx) = drate_dT;
+    }
+
+    rate_Ca40_to_Ar36_He4_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ca40_to_Ar36_He4_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ca40_to_Ar36_He4_approx) = drate_dT;
+    }
+
+    rate_Ca40_He4_to_Ti44_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ca40_He4_to_Ti44_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ca40_He4_to_Ti44_approx) = drate_dT;
+    }
+
+    rate_Ti44_to_Ca40_He4_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ti44_to_Ca40_He4_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ti44_to_Ca40_He4_approx) = drate_dT;
+    }
+
+    rate_Ti44_He4_to_Cr48_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Ti44_He4_to_Cr48_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Ti44_He4_to_Cr48_approx) = drate_dT;
+    }
+
+    rate_Cr48_to_Ti44_He4_approx<T>(rate_eval, rate, drate_dT);
+    rate_eval.screened_rates(k_Cr48_to_Ti44_He4_approx) = rate;
+    if constexpr (std::is_same_v<T, rate_derivs_t>) {
+        rate_eval.dscreened_rates_dT(k_Cr48_to_Ti44_He4_approx) = drate_dT;
+    }
+
+
+}
+
+#endif
diff --git a/networks/he-burn/he-burn-33am/derived_rates.H b/networks/he-burn/he-burn-33am/derived_rates.H
index 186d082830..13824ccd37 100644
--- a/networks/he-burn/he-burn-33am/derived_rates.H
+++ b/networks/he-burn/he-burn-33am/derived_rates.H
@@ -10,8 +10,8 @@
 using namespace Rates;
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_N13_to_p_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_N13_to_p_C12_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // N13 --> p + C12
 
@@ -49,13 +49,13 @@ void rate_N13_to_p_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  40.059128683693466 + -22.553277271250543 * tfactors.T9i + -13.692 * tfactors.T913i + -0.230881 * tfactors.T913
                          + 4.44362 * tfactors.T9 + -3.15898 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  22.553277271250543 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -13.692 * tfactors.T943i + (1.0/3.0) * -0.230881 * tfactors.T923i
                                   + 4.44362 + (5.0/3.0) * -3.15898 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -70,13 +70,13 @@ void rate_N13_to_p_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  40.45372868369347 + -26.331767271250545 * tfactors.T9i + -5.10735 * tfactors.T913i + -2.24111 * tfactors.T913
                          + 0.148883 * tfactors.T9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  26.331767271250545 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -5.10735 * tfactors.T943i + (1.0/3.0) * -2.24111 * tfactors.T923i
                                   + 0.148883;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -90,8 +90,8 @@ void rate_N13_to_p_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_to_He4_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O16_to_He4_C12_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // O16 --> He4 + C12
 
@@ -128,13 +128,13 @@ void rate_O16_to_He4_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  279.29694929711803 + -84.95157686791683 * tfactors.T9i + 103.411 * tfactors.T913i + -420.567 * tfactors.T913
                          + 64.0874 * tfactors.T9 + -12.4624 * tfactors.T953 + 138.803 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  84.95157686791683 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 103.411 * tfactors.T943i + (1.0/3.0) * -420.567 * tfactors.T923i
                                   + 64.0874 + (5.0/3.0) * -12.4624 * tfactors.T923 + 138.803 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -149,13 +149,13 @@ void rate_O16_to_He4_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  94.31554929711803 + -84.50314686791683 * tfactors.T9i + 58.9128 * tfactors.T913i + -148.273 * tfactors.T913
                          + 9.08324 * tfactors.T9 + -0.541041 * tfactors.T953 + 71.8554 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  84.50314686791683 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 58.9128 * tfactors.T943i + (1.0/3.0) * -148.273 * tfactors.T923i
                                   + 9.08324 + (5.0/3.0) * -0.541041 * tfactors.T923 + 71.8554 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -169,8 +169,8 @@ void rate_O16_to_He4_C12_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ne20 --> He4 + O16
 
@@ -205,12 +205,12 @@ void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     // ReacLib set derived from co10r
     ln_set_rate =  28.644822801502126 + -65.24608327101186 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  65.24608327101186 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -225,13 +225,13 @@ void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  48.662112801502126 + -54.887583271011856 * tfactors.T9i + -39.7262 * tfactors.T913i + -0.210799 * tfactors.T913
                          + 0.442879 * tfactors.T9 + -0.0797753 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  54.887583271011856 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.7262 * tfactors.T943i + (1.0/3.0) * -0.210799 * tfactors.T923i
                                   + 0.442879 + (5.0/3.0) * -0.0797753 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -246,13 +246,13 @@ void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  34.267592801502126 + -67.65188327101185 * tfactors.T9i + -3.65925 * tfactors.T913
                          + 0.714224 * tfactors.T9 + -0.00107508 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  67.65188327101185 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -3.65925 * tfactors.T923i
                                   + 0.714224 + (5.0/3.0) * -0.00107508 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -266,8 +266,8 @@ void rate_Ne20_to_He4_O16_derived(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Mg24 --> p + Na23
 
@@ -303,13 +303,13 @@ void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  34.107544561463015 + -138.96838756220697 * tfactors.T9i + -0.360588 * tfactors.T913
                          + 1.4187 * tfactors.T9 + -0.184061 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  138.96838756220697 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.360588 * tfactors.T923i
                                   + 1.4187 + (5.0/3.0) * -0.184061 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -323,12 +323,12 @@ void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     // ReacLib set derived from il10r
     ln_set_rate =  20.02229456146302 + -137.30028756220696 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  137.30028756220696 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -343,13 +343,13 @@ void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  43.95564456146302 + -135.68809756220696 * tfactors.T9i + -20.6428 * tfactors.T913i + 1.52954 * tfactors.T913
                          + 2.7487 * tfactors.T9 + -1.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  135.68809756220696 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -20.6428 * tfactors.T943i + (1.0/3.0) * 1.52954 * tfactors.T923i
                                   + 2.7487 + (5.0/3.0) * -1.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -363,8 +363,8 @@ void rate_Mg24_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Mg24 --> He4 + Ne20
 
@@ -400,13 +400,13 @@ void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  16.022538839949377 + -120.89510873006793 * tfactors.T9i + 16.9229 * tfactors.T913
                          + -2.57325 * tfactors.T9 + 0.208997 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  120.89510873006793 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 16.9229 * tfactors.T923i
                                   + -2.57325 + (5.0/3.0) * 0.208997 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -420,12 +420,12 @@ void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amre
     // ReacLib set derived from il10r
     ln_set_rate =  26.803878839949377 + -117.33446873006793 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  117.33446873006793 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -439,12 +439,12 @@ void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amre
     // ReacLib set derived from il10r
     ln_set_rate =  -13.884691160050625 + -110.62025873006793 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  110.62025873006793 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -459,13 +459,13 @@ void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  49.32660883994937 + -108.11420873006793 * tfactors.T9i + -46.2525 * tfactors.T913i + 5.58901 * tfactors.T913
                          + 7.61843 * tfactors.T9 + -3.683 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  108.11420873006793 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -46.2525 * tfactors.T943i + (1.0/3.0) * 5.58901 * tfactors.T923i
                                   + 7.61843 + (5.0/3.0) * -3.683 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -479,8 +479,8 @@ void rate_Mg24_to_He4_Ne20_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Si28 --> p + Al27
 
@@ -516,13 +516,13 @@ void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  11.796402252999236 + -136.3412367256539 * tfactors.T9i + 23.8634 * tfactors.T913
                          + -3.70135 * tfactors.T9 + 0.28964 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  136.3412367256539 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 23.8634 * tfactors.T923i
                                   + -3.70135 + (5.0/3.0) * 0.28964 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -537,13 +537,13 @@ void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  111.48620225299923 + -134.8245897256539 * tfactors.T9i + -26.8327 * tfactors.T913i + -116.137 * tfactors.T913
                          + 0.00950567 * tfactors.T9 + 0.00999755 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  134.8245897256539 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -26.8327 * tfactors.T943i + (1.0/3.0) * -116.137 * tfactors.T923i
                                   + 0.00950567 + (5.0/3.0) * 0.00999755 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -558,13 +558,13 @@ void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  46.569302252999236 + -134.4372767256539 * tfactors.T9i + -23.2205 * tfactors.T913i
                          + -2.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  134.4372767256539 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -23.2205 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -578,8 +578,8 @@ void rate_Si28_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Si28_to_He4_Mg24_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Si28_to_He4_Mg24_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Si28 --> He4 + Mg24
 
@@ -614,12 +614,12 @@ void rate_Si28_to_He4_Mg24_derived(const tf_t& tfactors, amrex::Real& rate, amre
     // ReacLib set derived from st08r
     ln_set_rate =  32.902724006057724 + -131.4900751873663 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  131.4900751873663 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -634,13 +634,13 @@ void rate_Si28_to_He4_Mg24_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -25.68644599394228 + -128.6942751873663 * tfactors.T9i + 21.3721 * tfactors.T913i + 37.7649 * tfactors.T913
                          + -4.10635 * tfactors.T9 + 0.249618 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  128.6942751873663 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 21.3721 * tfactors.T943i + (1.0/3.0) * 37.7649 * tfactors.T923i
                                   + -4.10635 + (5.0/3.0) * 0.249618 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -654,8 +654,8 @@ void rate_Si28_to_He4_Mg24_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_S32_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_S32_to_p_P31_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // S32 --> p + P31
 
@@ -691,13 +691,13 @@ void rate_S32_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  25.192389422303183 + -106.63906812813134 * tfactors.T9i + 8.09341 * tfactors.T913
                          + -0.615971 * tfactors.T9 + 0.031159 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  106.63906812813134 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 8.09341 * tfactors.T923i
                                   + -0.615971 + (5.0/3.0) * 0.031159 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -711,12 +711,12 @@ void rate_S32_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // ReacLib set derived from il10r
     ln_set_rate =  21.702443422303183 + -105.12160812813134 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  105.12160812813134 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -731,13 +731,13 @@ void rate_S32_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  43.630433422303184 + -102.86202812813134 * tfactors.T9i + -25.3278 * tfactors.T913i + 6.4931 * tfactors.T913
                          + -9.27513 * tfactors.T9 + -0.610439 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  102.86202812813134 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -25.3278 * tfactors.T943i + (1.0/3.0) * 6.4931 * tfactors.T923i
                                   + -9.27513 + (5.0/3.0) * -0.610439 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -751,8 +751,8 @@ void rate_S32_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_S32_to_He4_Si28_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_S32_to_He4_Si28_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // S32 --> He4 + Si28
 
@@ -788,13 +788,13 @@ void rate_S32_to_He4_Si28_derived(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  72.8147025119699 + -80.62419844573513 * tfactors.T9i + -59.4896 * tfactors.T913i + 4.47205 * tfactors.T913
                          + -4.78989 * tfactors.T9 + 0.557201 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  80.62419844573513 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -59.4896 * tfactors.T943i + (1.0/3.0) * 4.47205 * tfactors.T923i
                                   + -4.78989 + (5.0/3.0) * 0.557201 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -808,8 +808,8 @@ void rate_S32_to_He4_Si28_derived(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe52_to_p_Mn51_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe52_to_p_Mn51_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Fe52 --> p + Mn51
 
@@ -845,13 +845,13 @@ void rate_Fe52_to_p_Mn51_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  61.74743132228039 + -85.61663846070292 * tfactors.T9i + -36.1825 * tfactors.T913i + 0.873042 * tfactors.T913
                          + -2.89731 * tfactors.T9 + 0.364394 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  85.61663846070292 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -36.1825 * tfactors.T943i + (1.0/3.0) * 0.873042 * tfactors.T923i
                                   + -2.89731 + (5.0/3.0) * 0.364394 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -865,8 +865,8 @@ void rate_Fe52_to_p_Mn51_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe52_to_He4_Cr48_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe52_to_He4_Cr48_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Fe52 --> He4 + Cr48
 
@@ -902,13 +902,13 @@ void rate_Fe52_to_He4_Cr48_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  90.149113992515 + -92.09363997638769 * tfactors.T9i + -86.7459 * tfactors.T913i + -9.79373 * tfactors.T913
                          + -0.772169 * tfactors.T9 + 0.155883 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  92.09363997638769 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -86.7459 * tfactors.T943i + (1.0/3.0) * -9.79373 * tfactors.T923i
                                   + -0.772169 + (5.0/3.0) * 0.155883 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -922,8 +922,8 @@ void rate_Fe52_to_He4_Cr48_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Co55_to_He4_Mn51_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Co55_to_He4_Mn51_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Co55 --> He4 + Mn51
 
@@ -959,13 +959,13 @@ void rate_Co55_to_He4_Mn51_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  90.61473213109255 + -95.29300562248025 * tfactors.T9i + -89.274 * tfactors.T913i + -10.4373 * tfactors.T913
                          + 1.00492 * tfactors.T9 + -0.125548 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  95.29300562248025 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -89.274 * tfactors.T943i + (1.0/3.0) * -10.4373 * tfactors.T923i
                                   + 1.00492 + (5.0/3.0) * -0.125548 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -979,8 +979,8 @@ void rate_Co55_to_He4_Mn51_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni56_to_p_Co55_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni56_to_p_Co55_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ni56 --> p + Co55
 
@@ -1016,13 +1016,13 @@ void rate_Ni56_to_p_Co55_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  63.15120404192561 + -83.16460378149378 * tfactors.T9i + -38.1053 * tfactors.T913i + -0.210947 * tfactors.T913
                          + -2.68377 * tfactors.T9 + 0.355814 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  83.16460378149378 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -38.1053 * tfactors.T943i + (1.0/3.0) * -0.210947 * tfactors.T923i
                                   + -2.68377 + (5.0/3.0) * 0.355814 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1036,8 +1036,8 @@ void rate_Ni56_to_p_Co55_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni56_to_He4_Fe52_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni56_to_He4_Fe52_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ni56 --> He4 + Fe52
 
@@ -1073,13 +1073,13 @@ void rate_Ni56_to_He4_Fe52_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  91.62430485073777 + -92.84097094326391 * tfactors.T9i + -91.6819 * tfactors.T913i + -9.51885 * tfactors.T913
                          + -0.533014 * tfactors.T9 + 0.0892607 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  92.84097094326391 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -91.6819 * tfactors.T943i + (1.0/3.0) * -9.51885 * tfactors.T923i
                                   + -0.533014 + (5.0/3.0) * 0.0892607 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1093,8 +1093,8 @@ void rate_Ni56_to_He4_Fe52_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cu59_to_He4_Co55_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cu59_to_He4_Co55_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Cu59 --> He4 + Co55
 
@@ -1130,13 +1130,13 @@ void rate_Cu59_to_He4_Co55_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  90.97354557942113 + -55.1611006026015 * tfactors.T9i + -94.1404 * tfactors.T913i + -2.62786 * tfactors.T913
                          + -2.12066 * tfactors.T9 + 0.237999 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  55.1611006026015 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -94.1404 * tfactors.T943i + (1.0/3.0) * -2.62786 * tfactors.T923i
                                   + -2.12066 + (5.0/3.0) * 0.237999 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1150,8 +1150,8 @@ void rate_Cu59_to_He4_Co55_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Zn60_to_p_Cu59_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Zn60_to_p_Cu59_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Zn60 --> p + Cu59
 
@@ -1187,13 +1187,13 @@ void rate_Zn60_to_p_Cu59_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  62.31218638341413 + -59.240729222177784 * tfactors.T9i + -39.9808 * tfactors.T913i + 1.17311 * tfactors.T913
                          + -2.90486 * tfactors.T9 + 0.339644 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  59.240729222177784 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.9808 * tfactors.T943i + (1.0/3.0) * 1.17311 * tfactors.T923i
                                   + -2.90486 + (5.0/3.0) * 0.339644 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1207,8 +1207,8 @@ void rate_Zn60_to_p_Cu59_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Zn60_to_He4_Ni56_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Zn60_to_He4_Ni56_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Zn60 --> He4 + Ni56
 
@@ -1244,13 +1244,13 @@ void rate_Zn60_to_He4_Ni56_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  86.06332792090964 + -31.2372260432927 * tfactors.T9i + -96.4898 * tfactors.T913i + 6.47209 * tfactors.T913
                          + -5.2029 * tfactors.T9 + 0.533391 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  31.2372260432927 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -96.4898 * tfactors.T943i + (1.0/3.0) * 6.47209 * tfactors.T923i
                                   + -5.2029 + (5.0/3.0) * 0.533391 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1264,8 +1264,8 @@ void rate_Zn60_to_He4_Ni56_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // C12 --> 3 He4
 
@@ -1297,13 +1297,13 @@ void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  34.96090397991297 + -85.44440046993657 * tfactors.T9i + -23.57 * tfactors.T913i + 20.4886 * tfactors.T913
                          + -12.9882 * tfactors.T9 + -20.0 * tfactors.T953 + 0.8333300000000001 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  85.44440046993657 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -23.57 * tfactors.T943i + (1.0/3.0) * 20.4886 * tfactors.T923i
                                   + -12.9882 + (5.0/3.0) * -20.0 * tfactors.T923 + 0.8333300000000001 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1318,13 +1318,13 @@ void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  45.77825197991297 + -84.41994046993656 * tfactors.T9i + -37.06 * tfactors.T913i + 29.3493 * tfactors.T913
                          + -115.507 * tfactors.T9 + -10.0 * tfactors.T953 + 1.66667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  84.41994046993656 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -37.06 * tfactors.T943i + (1.0/3.0) * 29.3493 * tfactors.T923i
                                   + -115.507 + (5.0/3.0) * -10.0 * tfactors.T923 + 1.66667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1339,13 +1339,13 @@ void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  22.398803979912973 + -88.54650046993656 * tfactors.T9i + -13.49 * tfactors.T913i + 21.4259 * tfactors.T913
                          + -1.34769 * tfactors.T9 + 0.0879816 * tfactors.T953 + -10.1653 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  88.54650046993656 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -13.49 * tfactors.T943i + (1.0/3.0) * 21.4259 * tfactors.T923i
                                   + -1.34769 + (5.0/3.0) * 0.0879816 * tfactors.T923 + -10.1653 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1359,8 +1359,8 @@ void rate_C12_to_He4_He4_He4_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O16_to_He4_N13_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O16_to_He4_N13_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // O16 + p --> He4 + N13
 
@@ -1403,13 +1403,13 @@ void rate_p_O16_to_He4_N13_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  42.21642061342456 + -60.557329596678294 * tfactors.T9i + -35.829 * tfactors.T913i + -0.530275 * tfactors.T913
                          + -0.982462 * tfactors.T9 + 0.0808059 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  60.557329596678294 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -35.829 * tfactors.T943i + (1.0/3.0) * -0.530275 * tfactors.T923i
                                   + -0.982462 + (5.0/3.0) * 0.0808059 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1423,8 +1423,8 @@ void rate_p_O16_to_He4_N13_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ne20 + He4 --> p + Na23
 
@@ -1466,13 +1466,13 @@ void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -6.360024278486355 + -29.889658832139027 * tfactors.T9i + 19.7297 * tfactors.T913
                          + -2.20987 * tfactors.T9 + 0.153374 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  29.889658832139027 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 19.7297 * tfactors.T923i
                                   + -2.20987 + (5.0/3.0) * 0.153374 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1487,13 +1487,13 @@ void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  0.24516522151364528 + -29.434918832139026 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  29.434918832139026 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1508,13 +1508,13 @@ void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  19.202935721513644 + -27.573888832139026 * tfactors.T9i + -20.0024 * tfactors.T913i + 11.5988 * tfactors.T913
                          + -1.37398 * tfactors.T9 + -1.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  27.573888832139026 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -20.0024 * tfactors.T943i + (1.0/3.0) * 11.5988 * tfactors.T923i
                                   + -1.37398 + (5.0/3.0) * -1.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1528,8 +1528,8 @@ void rate_He4_Ne20_to_p_Na23_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Mg24 + He4 --> p + Al27
 
@@ -1571,13 +1571,13 @@ void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -6.4280417530584835 + -22.818701538287602 * tfactors.T9i + 18.0416 * tfactors.T913
                          + -1.54137 * tfactors.T9 + 0.0847506 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  22.818701538287602 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 18.0416 * tfactors.T923i
                                   + -1.54137 + (5.0/3.0) * 0.0847506 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1592,13 +1592,13 @@ void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -26.268451753058486 + -19.5392135382876 * tfactors.T9i + 5.18642 * tfactors.T913i + -34.7936 * tfactors.T913
                          + 168.225 * tfactors.T9 + -115.825 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  19.5392135382876 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 5.18642 * tfactors.T943i + (1.0/3.0) * -34.7936 * tfactors.T923i
                                   + 168.225 + (5.0/3.0) * -115.825 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1613,13 +1613,13 @@ void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  30.057448246941515 + -18.576201538287602 * tfactors.T9i + -26.4162 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  18.576201538287602 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -26.4162 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1633,8 +1633,8 @@ void rate_He4_Mg24_to_p_Al27_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Si28 + He4 --> p + P31
 
@@ -1676,13 +1676,13 @@ void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -11.415669089666713 + -25.663579682396225 * tfactors.T9i + 21.521 * tfactors.T913
                          + -1.90355 * tfactors.T9 + 0.092724 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  25.663579682396225 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 21.521 * tfactors.T923i
                                   + -1.90355 + (5.0/3.0) * 0.092724 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1697,13 +1697,13 @@ void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -13.441669089666712 + -24.114989682396224 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  24.114989682396224 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1718,13 +1718,13 @@ void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  60.360230910333286 + -22.237829682396224 * tfactors.T9i + -31.932 * tfactors.T913i + -77.0334 * tfactors.T913
                          + -43.6847 * tfactors.T9 + -4.28955 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  22.237829682396224 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -31.932 * tfactors.T943i + (1.0/3.0) * -77.0334 * tfactors.T923i
                                   + -43.6847 + (5.0/3.0) * -4.28955 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1738,8 +1738,8 @@ void rate_He4_Si28_to_p_P31_derived(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Mn51_to_He4_Cr48_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Mn51_to_He4_Cr48_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Mn51 + p --> He4 + Cr48
 
@@ -1781,13 +1781,13 @@ void rate_p_Mn51_to_He4_Cr48_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  58.71348267023461 + -6.47700151570639 * tfactors.T9i + -86.7459 * tfactors.T913i + 1.05653 * tfactors.T913
                          + -1.15757 * tfactors.T9 + 0.0877546 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  6.47700151570639 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -86.7459 * tfactors.T943i + (1.0/3.0) * 1.05653 * tfactors.T923i
                                   + -1.15757 + (5.0/3.0) * 0.0877546 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1801,8 +1801,8 @@ void rate_p_Mn51_to_He4_Cr48_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Co55_to_He4_Fe52_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Co55_to_He4_Fe52_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Co55 + p --> He4 + Fe52
 
@@ -1844,13 +1844,13 @@ void rate_p_Co55_to_He4_Fe52_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  61.42570080881217 + -9.676367161770125 * tfactors.T9i + -91.6819 * tfactors.T913i + -0.329235 * tfactors.T913
                          + -0.780924 * tfactors.T9 + 0.0425179 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  9.676367161770125 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -91.6819 * tfactors.T943i + (1.0/3.0) * -0.329235 * tfactors.T923i
                                   + -0.780924 + (5.0/3.0) * 0.0425179 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1864,8 +1864,8 @@ void rate_p_Co55_to_He4_Fe52_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ni56_to_p_Cu59_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ni56_to_p_Cu59_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ni56 + He4 --> p + Cu59
 
@@ -1907,13 +1907,13 @@ void rate_He4_Ni56_to_p_Cu59_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  20.864958462504486 + -28.003503178913892 * tfactors.T9i + -39.9808 * tfactors.T913i + 13.6773 * tfactors.T913
                          + -3.76429 * tfactors.T9 + 0.438096 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  28.003503178913892 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.9808 * tfactors.T943i + (1.0/3.0) * 13.6773 * tfactors.T923i
                                   + -3.76429 + (5.0/3.0) * 0.438096 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1927,8 +1927,8 @@ void rate_He4_Ni56_to_p_Cu59_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe53_to_n_Fe52_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe53_to_n_Fe52_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Fe53 --> n + Fe52
 
@@ -1964,13 +1964,13 @@ void rate_Fe53_to_n_Fe52_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  37.50789742709652 + -124.01421385132892 * tfactors.T9i + -0.344319 * tfactors.T913
                          + 0.178277 * tfactors.T9 + -0.0334326 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  124.01421385132892 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.344319 * tfactors.T923i
                                   + 0.178277 + (5.0/3.0) * -0.0334326 * tfactors.T923 + 1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1984,8 +1984,8 @@ void rate_Fe53_to_n_Fe52_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe54_to_n_Fe53_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe54_to_n_Fe53_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Fe54 --> n + Fe53
 
@@ -2021,13 +2021,13 @@ void rate_Fe54_to_n_Fe53_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  42.23234536763494 + -155.25009527915816 * tfactors.T9i + -1.10421 * tfactors.T913
                          + 0.379905 * tfactors.T9 + -0.0581878 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  155.25009527915816 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.10421 * tfactors.T923i
                                   + 0.379905 + (5.0/3.0) * -0.0581878 * tfactors.T923 + 1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2041,8 +2041,8 @@ void rate_Fe54_to_n_Fe53_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe55_to_n_Fe54_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe55_to_n_Fe54_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Fe55 --> n + Fe54
 
@@ -2078,13 +2078,13 @@ void rate_Fe55_to_n_Fe54_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  21.50487677145662 + -107.84100838776591 * tfactors.T9i + -8.66617 * tfactors.T913i + 26.4472 * tfactors.T913
                          + -1.9222 * tfactors.T9 + 0.0986404 * tfactors.T953 + -8.28317 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  107.84100838776591 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -8.66617 * tfactors.T943i + (1.0/3.0) * 26.4472 * tfactors.T923i
                                   + -1.9222 + (5.0/3.0) * 0.0986404 * tfactors.T923 + -8.28317 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2098,8 +2098,8 @@ void rate_Fe55_to_n_Fe54_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe56_to_n_Fe55_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe56_to_n_Fe55_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Fe56 --> n + Fe55
 
@@ -2135,13 +2135,13 @@ void rate_Fe56_to_n_Fe55_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  46.806892234523204 + -130.0322634199283 * tfactors.T9i + 8.06062 * tfactors.T913i + -14.4809 * tfactors.T913
                          + 0.94252 * tfactors.T9 + -0.0776007 * tfactors.T953 + 7.97093 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  130.0322634199283 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 8.06062 * tfactors.T943i + (1.0/3.0) * -14.4809 * tfactors.T923i
                                   + 0.94252 + (5.0/3.0) * -0.0776007 * tfactors.T923 + 7.97093 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2155,8 +2155,8 @@ void rate_Fe56_to_n_Fe55_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe56_to_p_Mn55_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe56_to_p_Mn55_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Fe56 --> p + Mn55
 
@@ -2192,13 +2192,13 @@ void rate_Fe56_to_p_Mn55_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  61.67886351114045 + -118.17566704462678 * tfactors.T9i + -36.1995 * tfactors.T913i + 1.15346 * tfactors.T913
                          + -1.94437 * tfactors.T9 + 0.218429 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  118.17566704462678 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -36.1995 * tfactors.T943i + (1.0/3.0) * 1.15346 * tfactors.T923i
                                   + -1.94437 + (5.0/3.0) * 0.218429 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2212,8 +2212,8 @@ void rate_Fe56_to_p_Mn55_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Co55_to_p_Fe54_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Co55_to_p_Fe54_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Co55 --> p + Fe54
 
@@ -2249,13 +2249,13 @@ void rate_Co55_to_p_Fe54_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  57.84851844810452 + -58.76958578644693 * tfactors.T9i + -37.1544 * tfactors.T913i + 0.950364 * tfactors.T913
                          + -1.77529 * tfactors.T9 + 0.198562 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  58.76958578644693 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -37.1544 * tfactors.T943i + (1.0/3.0) * 0.950364 * tfactors.T923i
                                   + -1.77529 + (5.0/3.0) * 0.198562 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2269,8 +2269,8 @@ void rate_Co55_to_p_Fe54_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Co56_to_n_Co55_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Co56_to_n_Co55_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Co56 --> n + Co55
 
@@ -2306,13 +2306,13 @@ void rate_Co56_to_n_Co55_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  40.647564333711024 + -116.994640839646 * tfactors.T9i + -1.86357 * tfactors.T913
                          + 0.616591 * tfactors.T9 + -0.0839313 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  116.994640839646 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.86357 * tfactors.T923i
                                   + 0.616591 + (5.0/3.0) * -0.0839313 * tfactors.T923 + 1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2326,8 +2326,8 @@ void rate_Co56_to_n_Co55_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Co56_to_p_Fe55_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Co56_to_p_Fe55_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Co56 --> p + Fe55
 
@@ -2363,13 +2363,13 @@ void rate_Co56_to_p_Fe55_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  58.620466010358925 + -67.86404663834863 * tfactors.T9i + -37.1585 * tfactors.T913i + 1.66198 * tfactors.T913
                          + -1.60842 * tfactors.T9 + 0.148916 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  67.86404663834863 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -37.1585 * tfactors.T943i + (1.0/3.0) * 1.66198 * tfactors.T923i
                                   + -1.60842 + (5.0/3.0) * 0.148916 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2383,8 +2383,8 @@ void rate_Co56_to_p_Fe55_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Co57_to_n_Co56_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Co57_to_n_Co56_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Co57 --> n + Co56
 
@@ -2420,13 +2420,13 @@ void rate_Co57_to_n_Co56_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  41.17386809654295 + -132.01901045161702 * tfactors.T9i + -1.37855 * tfactors.T913
                          + 0.299896 * tfactors.T9 + -0.04382 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  132.01901045161702 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.37855 * tfactors.T923i
                                   + 0.299896 + (5.0/3.0) * -0.04382 * tfactors.T923 + 1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2440,8 +2440,8 @@ void rate_Co57_to_n_Co56_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Co57_to_p_Fe56_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Co57_to_p_Fe56_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Co57 --> p + Fe56
 
@@ -2477,13 +2477,13 @@ void rate_Co57_to_p_Fe56_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  57.68564187237867 + -69.94636137001572 * tfactors.T9i + -37.1625 * tfactors.T913i + 1.06776 * tfactors.T913
                          + -1.31689 * tfactors.T9 + 0.122089 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  69.94636137001572 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -37.1625 * tfactors.T943i + (1.0/3.0) * 1.06776 * tfactors.T923i
                                   + -1.31689 + (5.0/3.0) * 0.122089 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2497,8 +2497,8 @@ void rate_Co57_to_p_Fe56_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni57_to_n_Ni56_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni57_to_n_Ni56_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ni57 --> n + Ni56
 
@@ -2534,13 +2534,13 @@ void rate_Ni57_to_n_Ni56_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  38.391039283996996 + -118.91983039605458 * tfactors.T9i + -1.19665 * tfactors.T913
                          + 0.507179 * tfactors.T9 + -0.074604 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  118.91983039605458 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.19665 * tfactors.T923i
                                   + 0.507179 + (5.0/3.0) * -0.074604 * tfactors.T923 + 1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2554,8 +2554,8 @@ void rate_Ni57_to_n_Ni56_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni57_to_p_Co56_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni57_to_p_Co56_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ni57 --> p + Co56
 
@@ -2591,13 +2591,13 @@ void rate_Ni57_to_p_Co56_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  60.10327899221158 + -85.08979333790236 * tfactors.T9i + -38.1094 * tfactors.T913i + 2.57091 * tfactors.T913
                          + -2.07795 * tfactors.T9 + 0.20757 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  85.08979333790236 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -38.1094 * tfactors.T943i + (1.0/3.0) * 2.57091 * tfactors.T923i
                                   + -2.07795 + (5.0/3.0) * 0.20757 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2611,8 +2611,8 @@ void rate_Ni57_to_p_Co56_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni57_to_He4_Fe53_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni57_to_He4_Fe53_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ni57 --> He4 + Fe53
 
@@ -2648,13 +2648,13 @@ void rate_Ni57_to_He4_Fe53_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  94.74134670763823 + -87.74658748798956 * tfactors.T9i + -91.7231 * tfactors.T913i + -10.1816 * tfactors.T913
                          + -0.0406303 * tfactors.T9 + 0.0345056 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  87.74658748798956 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -91.7231 * tfactors.T943i + (1.0/3.0) * -10.1816 * tfactors.T923i
                                   + -0.0406303 + (5.0/3.0) * 0.0345056 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2668,8 +2668,8 @@ void rate_Ni57_to_He4_Fe53_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni58_to_n_Ni57_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni58_to_n_Ni57_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ni58 --> n + Ni57
 
@@ -2705,13 +2705,13 @@ void rate_Ni58_to_n_Ni57_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  42.36077897558323 + -141.76332431826057 * tfactors.T9i + -1.90814 * tfactors.T913
                          + 0.493188 * tfactors.T9 + -0.0684633 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  141.76332431826057 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.90814 * tfactors.T923i
                                   + 0.493188 + (5.0/3.0) * -0.0684633 * tfactors.T923 + 1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2725,8 +2725,8 @@ void rate_Ni58_to_n_Ni57_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni58_to_p_Co57_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni58_to_p_Co57_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ni58 --> p + Co57
 
@@ -2762,13 +2762,13 @@ void rate_Ni58_to_p_Co57_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  61.794489871251855 + -94.83410720454592 * tfactors.T9i + -38.1133 * tfactors.T913i + 1.77414 * tfactors.T913
                          + -1.48268 * tfactors.T9 + 0.121073 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  94.83410720454592 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -38.1133 * tfactors.T943i + (1.0/3.0) * 1.77414 * tfactors.T923i
                                   + -1.48268 + (5.0/3.0) * 0.121073 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2782,8 +2782,8 @@ void rate_Ni58_to_p_Co57_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni58_to_He4_Fe54_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni58_to_He4_Fe54_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ni58 --> He4 + Fe54
 
@@ -2819,13 +2819,13 @@ void rate_Ni58_to_He4_Fe54_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  85.23428031558652 + -74.25981652709197 * tfactors.T9i + -91.7628 * tfactors.T913i + 4.23027 * tfactors.T913
                          + -3.31305 * tfactors.T9 + 0.271293 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  74.25981652709197 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -91.7628 * tfactors.T943i + (1.0/3.0) * 4.23027 * tfactors.T923i
                                   + -3.31305 + (5.0/3.0) * 0.271293 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2839,8 +2839,8 @@ void rate_Ni58_to_He4_Fe54_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cu59_to_p_Ni58_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cu59_to_p_Ni58_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Cu59 --> p + Ni58
 
@@ -2876,13 +2876,13 @@ void rate_Cu59_to_p_Ni58_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  58.97928371193912 + -39.67086986195644 * tfactors.T9i + -39.0526 * tfactors.T913i + 1.0436 * tfactors.T913
                          + -2.10834 * tfactors.T9 + 0.239559 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  39.67086986195644 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.0526 * tfactors.T943i + (1.0/3.0) * 1.0436 * tfactors.T923i
                                   + -2.10834 + (5.0/3.0) * 0.239559 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2896,8 +2896,8 @@ void rate_Cu59_to_p_Ni58_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Mn55_to_n_Fe55_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Mn55_to_n_Fe55_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Mn55 + p --> n + Fe55
 
@@ -2939,13 +2939,13 @@ void rate_p_Mn55_to_n_Fe55_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  4.303018723382757 + -11.761028675301535 * tfactors.T9i + 7.03052 * tfactors.T913
                          + 0.260509 * tfactors.T9 + -0.0813397 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  11.761028675301535 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 7.03052 * tfactors.T923i
                                   + 0.260509 + (5.0/3.0) * -0.0813397 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2959,8 +2959,8 @@ void rate_p_Mn55_to_n_Fe55_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe53_to_n_Ni56_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe53_to_n_Ni56_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Fe53 + He4 --> n + Ni56
 
@@ -3002,13 +3002,13 @@ void rate_He4_Fe53_to_n_Ni56_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -11.207137423641244 + -31.17324290806502 * tfactors.T9i + 6.43259 * tfactors.T913
                          + 2.29591 * tfactors.T9 + -0.254724 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  31.17324290806502 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 6.43259 * tfactors.T923i
                                   + 2.29591 + (5.0/3.0) * -0.254724 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3022,8 +3022,8 @@ void rate_He4_Fe53_to_n_Ni56_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Fe54_to_He4_Mn51_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Fe54_to_He4_Mn51_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Fe54 + p --> He4 + Mn51
 
@@ -3065,13 +3065,13 @@ void rate_p_Fe54_to_He4_Mn51_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  65.35241368298804 + -36.52341983603332 * tfactors.T9i + -89.274 * tfactors.T913i + -0.862452 * tfactors.T913
                          + -0.635672 * tfactors.T9 + 0.0196464 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  36.52341983603332 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -89.274 * tfactors.T943i + (1.0/3.0) * -0.862452 * tfactors.T923i
                                   + -0.635672 + (5.0/3.0) * 0.0196464 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3085,8 +3085,8 @@ void rate_p_Fe54_to_He4_Mn51_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe54_to_n_Ni57_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe54_to_n_Ni57_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Fe54 + He4 --> n + Ni57
 
@@ -3128,13 +3128,13 @@ void rate_He4_Fe54_to_n_Ni57_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  14.633898659996703 + -67.50350779116859 * tfactors.T9i + 0.48562 * tfactors.T913
                          + -0.0249302 * tfactors.T9 + 0.0509605 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  67.50350779116859 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 0.48562 * tfactors.T923i
                                   + -0.0249302 + (5.0/3.0) * 0.0509605 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3148,8 +3148,8 @@ void rate_He4_Fe54_to_n_Ni57_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe54_to_p_Co57_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe54_to_p_Co57_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Fe54 + He4 --> p + Co57
 
@@ -3191,13 +3191,13 @@ void rate_He4_Fe54_to_p_Co57_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -1.404090444334669 + -20.574290677453938 * tfactors.T9i + -38.1133 * tfactors.T913i + 29.3541 * tfactors.T913
                          + -4.75966 * tfactors.T9 + 0.40418 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  20.574290677453938 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -38.1133 * tfactors.T943i + (1.0/3.0) * 29.3541 * tfactors.T923i
                                   + -4.75966 + (5.0/3.0) * 0.40418 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3211,8 +3211,8 @@ void rate_He4_Fe54_to_p_Co57_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Fe55_to_n_Co55_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Fe55_to_n_Co55_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Fe55 + p --> n + Co55
 
@@ -3254,13 +3254,13 @@ void rate_p_Fe55_to_n_Co55_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  21.4351983233521 + -49.13059420131897 * tfactors.T9i + -1.62382 * tfactors.T913
                          + 0.58115 * tfactors.T9 + -0.0537057 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  49.13059420131897 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.62382 * tfactors.T923i
                                   + 0.58115 + (5.0/3.0) * -0.0537057 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3274,8 +3274,8 @@ void rate_p_Fe55_to_n_Co55_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe55_to_n_Ni58_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe55_to_n_Ni58_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Fe55 + He4 --> n + Ni58
 
@@ -3317,13 +3317,13 @@ void rate_He4_Fe55_to_n_Ni58_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -4.711973544129908 + -33.64036346067392 * tfactors.T9i + 3.44996 * tfactors.T913
                          + 2.98226 * tfactors.T9 + -0.387699 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  33.64036346067392 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 3.44996 * tfactors.T923i
                                   + 2.98226 + (5.0/3.0) * -0.387699 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3337,8 +3337,8 @@ void rate_He4_Fe55_to_n_Ni58_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Fe56_to_n_Co56_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Fe56_to_n_Co56_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Fe56 + p --> n + Co56
 
@@ -3380,13 +3380,13 @@ void rate_p_Fe56_to_n_Co56_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  22.653426224164285 + -62.07264908160129 * tfactors.T9i + -1.13331 * tfactors.T913
                          + 0.347185 * tfactors.T9 + -0.0328879 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  62.07264908160129 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.13331 * tfactors.T923i
                                   + 0.347185 + (5.0/3.0) * -0.0328879 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3400,8 +3400,8 @@ void rate_p_Fe56_to_n_Co56_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Co56_to_n_Ni56_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Co56_to_n_Ni56_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Co56 + p --> n + Ni56
 
@@ -3443,13 +3443,13 @@ void rate_p_Co56_to_n_Ni56_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  13.374260291785419 + -33.830037058152215 * tfactors.T9i + 1.76846 * tfactors.T913
                          + 0.197992 * tfactors.T9 + -0.017494 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  33.830037058152215 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 1.76846 * tfactors.T923i
                                   + 0.197992 + (5.0/3.0) * -0.017494 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3463,8 +3463,8 @@ void rate_p_Co56_to_n_Ni56_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Co56_to_He4_Fe53_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Co56_to_He4_Fe53_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Co56 + p --> He4 + Fe53
 
@@ -3506,13 +3506,13 @@ void rate_p_Co56_to_He4_Fe53_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  56.029567715426666 + -2.6567941500871917 * tfactors.T9i + -91.7231 * tfactors.T913i + 10.052 * tfactors.T913
                          + -3.86332 * tfactors.T9 + 0.391105 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  2.6567941500871917 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -91.7231 * tfactors.T943i + (1.0/3.0) * 10.052 * tfactors.T923i
                                   + -3.86332 + (5.0/3.0) * 0.391105 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3526,8 +3526,8 @@ void rate_p_Co56_to_He4_Fe53_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Co56_to_n_Cu59_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Co56_to_n_Cu59_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Co56 + He4 --> n + Cu59
 
@@ -3569,13 +3569,13 @@ void rate_He4_Co56_to_n_Cu59_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  8.911918754289905 + -61.8335402370445 * tfactors.T9i + -1.00882 * tfactors.T913
                          + 1.88993 * tfactors.T9 + -0.202319 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  61.8335402370445 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.00882 * tfactors.T923i
                                   + 1.88993 + (5.0/3.0) * -0.202319 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3589,8 +3589,8 @@ void rate_He4_Co56_to_n_Cu59_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Co57_to_n_Ni57_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Co57_to_n_Ni57_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Co57 + p --> n + Ni57
 
@@ -3632,13 +3632,13 @@ void rate_p_Co57_to_n_Ni57_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  19.30298910433137 + -46.92921711371466 * tfactors.T9i + -1.13177 * tfactors.T913
                          + 0.56875 * tfactors.T9 + -0.0579913 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  46.92921711371466 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.13177 * tfactors.T923i
                                   + 0.56875 + (5.0/3.0) * -0.0579913 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3652,8 +3652,8 @@ void rate_p_Co57_to_n_Ni57_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ni57_to_n_Zn60_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ni57_to_n_Zn60_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ni57 + He4 --> n + Zn60
 
@@ -3695,13 +3695,13 @@ void rate_He4_Ni57_to_n_Zn60_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  9.748611363087353 + -87.68260435279066 * tfactors.T9i + 5.43552 * tfactors.T913
                          + -1.25169 * tfactors.T9 + 0.148383 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  87.68260435279066 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 5.43552 * tfactors.T923i
                                   + -1.25169 + (5.0/3.0) * 0.148383 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3715,8 +3715,8 @@ void rate_He4_Ni57_to_n_Zn60_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ni58_to_He4_Co55_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ni58_to_He4_Co55_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ni58 + p --> He4 + Co55
 
@@ -3758,13 +3758,13 @@ void rate_p_Ni58_to_He4_Co55_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  63.596461867482006 + -15.490230740645051 * tfactors.T9i + -94.1404 * tfactors.T913i + 3.39179 * tfactors.T913
                          + -1.71062 * tfactors.T9 + 0.133003 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  15.490230740645051 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -94.1404 * tfactors.T943i + (1.0/3.0) * 3.39179 * tfactors.T923i
                                   + -1.71062 + (5.0/3.0) * 0.133003 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3778,8 +3778,8 @@ void rate_p_Ni58_to_He4_Co55_derived(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_S32_to_p_Cl35_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // S32 + He4 --> p + Cl35
 
@@ -3821,13 +3821,13 @@ void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -0.8597847344696254 + -25.589703706656966 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  25.589703706656966 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3842,13 +3842,13 @@ void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -57.37716473446963 + -22.187684706656967 * tfactors.T9i + 25.5338 * tfactors.T913
                          + 6.45824 * tfactors.T9 + -0.950294 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  22.187684706656967 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 25.5338 * tfactors.T923i
                                   + 6.45824 + (5.0/3.0) * -0.950294 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3863,13 +3863,13 @@ void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  32.27223526553037 + -21.654753706656965 * tfactors.T9i + -30.9147 * tfactors.T913i + -1.2345 * tfactors.T913
                          + 22.5118 * tfactors.T9 + -33.0589 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  21.654753706656965 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -30.9147 * tfactors.T943i + (1.0/3.0) * -1.2345 * tfactors.T923i
                                   + 22.5118 + (5.0/3.0) * -33.0589 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3884,13 +3884,13 @@ void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  2.4434452655303747 + -27.664513706656965 * tfactors.T9i + 5.33756 * tfactors.T913
                          + 1.64418 * tfactors.T9 + -0.246167 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  27.664513706656965 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 5.33756 * tfactors.T923i
                                   + 1.64418 + (5.0/3.0) * -0.246167 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3904,8 +3904,8 @@ void rate_He4_S32_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ar36_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ar36_to_He4_S32_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ar36 --> He4 + S32
 
@@ -3941,13 +3941,13 @@ void rate_Ar36_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  73.81807507159112 + -77.06468541928012 * tfactors.T9i + -65.3709 * tfactors.T913i + 5.68294 * tfactors.T913
                          + -5.00388 * tfactors.T9 + 0.571407 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  77.06468541928012 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -65.3709 * tfactors.T943i + (1.0/3.0) * 5.68294 * tfactors.T923i
                                   + -5.00388 + (5.0/3.0) * 0.571407 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3961,8 +3961,8 @@ void rate_Ar36_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ar36_to_p_Cl35_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ar36 --> p + Cl35
 
@@ -3997,12 +3997,12 @@ void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     // ReacLib set derived from il10r
     ln_set_rate =  -17.455589662878502 + -99.28409012589869 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  99.28409012589869 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4017,13 +4017,13 @@ void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  60.7561103371215 + -98.71943912589869 * tfactors.T9i + -27.8971 * tfactors.T913i + -16.2304 * tfactors.T913
                          + 35.255 * tfactors.T9 + -25.8411 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  98.71943912589869 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -27.8971 * tfactors.T943i + (1.0/3.0) * -16.2304 * tfactors.T923i
                                   + 35.255 + (5.0/3.0) * -25.8411 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4038,13 +4038,13 @@ void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  17.222320337121502 + -102.37035912589869 * tfactors.T9i + 18.0179 * tfactors.T913
                          + -2.86304 * tfactors.T9 + 0.250854 * tfactors.T953;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  102.37035912589869 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 18.0179 * tfactors.T923i
                                   + -2.86304 + (5.0/3.0) * 0.250854 * tfactors.T923;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4058,12 +4058,12 @@ void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     // ReacLib set derived from il10r
     ln_set_rate =  16.0363703371215 + -100.7293991258987 * tfactors.T9i;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  100.7293991258987 * tfactors.T9i * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4077,8 +4077,8 @@ void rate_Ar36_to_p_Cl35_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ar36_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ar36_to_p_K39_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ar36 + He4 --> p + K39
 
@@ -4120,13 +4120,13 @@ void rate_He4_Ar36_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  20.654451232729432 + -14.951286608188834 * tfactors.T9i + -30.0732 * tfactors.T913i + 7.03263 * tfactors.T913
                          + -1.10085 * tfactors.T9 + 0.133768 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  14.951286608188834 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -30.0732 * tfactors.T943i + (1.0/3.0) * 7.03263 * tfactors.T923i
                                   + -1.10085 + (5.0/3.0) * 0.133768 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4140,8 +4140,8 @@ void rate_He4_Ar36_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca40_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca40_to_He4_Ar36_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ca40 --> He4 + Ar36
 
@@ -4177,13 +4177,13 @@ void rate_Ca40_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  77.28432125250924 + -81.69320665503751 * tfactors.T9i + -71.0046 * tfactors.T913i + 4.0656 * tfactors.T913
                          + -5.26509 * tfactors.T9 + 0.683546 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  81.69320665503751 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -71.0046 * tfactors.T943i + (1.0/3.0) * 4.0656 * tfactors.T923i
                                   + -5.26509 + (5.0/3.0) * 0.683546 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4197,8 +4197,8 @@ void rate_Ca40_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca40_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca40_to_p_K39_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ca40 --> p + K39
 
@@ -4234,13 +4234,13 @@ void rate_Ca40_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  2786.453572485239 + -101.86683326322635 * tfactors.T9i + 802.18 * tfactors.T913i + -4010.27 * tfactors.T913
                          + 1137.69 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  101.86683326322635 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 802.18 * tfactors.T943i + (1.0/3.0) * -4010.27 * tfactors.T923i
                                   + 1137.69 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4255,13 +4255,13 @@ void rate_Ca40_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  613.1725724852387 + -109.20919326322635 * tfactors.T9i + 641.844 * tfactors.T913i + -1248.49 * tfactors.T913
                          + 566.426 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  109.20919326322635 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 641.844 * tfactors.T943i + (1.0/3.0) * -1248.49 * tfactors.T923i
                                   + 566.426 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4276,13 +4276,13 @@ void rate_Ca40_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  127.32557248523868 + -98.30957326322635 * tfactors.T9i + 41.1723 * tfactors.T913i + -149.299 * tfactors.T913
                          + 10.5229 * tfactors.T9 + -0.68208 * tfactors.T953 + 60.7367 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  98.30957326322635 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 41.1723 * tfactors.T943i + (1.0/3.0) * -149.299 * tfactors.T923i
                                   + 10.5229 + (5.0/3.0) * -0.68208 * tfactors.T923 + 60.7367 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4296,8 +4296,8 @@ void rate_Ca40_to_p_K39_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ca40_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ca40_to_p_Sc43_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ca40 + He4 --> p + Sc43
 
@@ -4339,13 +4339,13 @@ void rate_He4_Ca40_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  35.67546755788414 + -40.87525788838128 * tfactors.T9i + -32.1734 * tfactors.T913i + 0.0296879 * tfactors.T913
                          + -0.95232 * tfactors.T9 + 0.129022 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  40.87525788838128 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -32.1734 * tfactors.T943i + (1.0/3.0) * 0.0296879 * tfactors.T923i
                                   + -0.95232 + (5.0/3.0) * 0.129022 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4359,8 +4359,8 @@ void rate_He4_Ca40_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti44_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti44_to_He4_Ca40_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ti44 --> He4 + Ca40
 
@@ -4396,13 +4396,13 @@ void rate_Ti44_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  78.7006646483486 + -59.49768581557457 * tfactors.T9i + -76.4273 * tfactors.T913i + 3.87451 * tfactors.T913
                          + -3.61477 * tfactors.T9 + 0.367451 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  59.49768581557457 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -76.4273 * tfactors.T943i + (1.0/3.0) * 3.87451 * tfactors.T923i
                                   + -3.61477 + (5.0/3.0) * 0.367451 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4416,8 +4416,8 @@ void rate_Ti44_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti44_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti44_to_p_Sc43_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ti44 --> p + Sc43
 
@@ -4453,13 +4453,13 @@ void rate_Ti44_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  62.61343220623275 + -100.37294370395585 * tfactors.T9i + -32.1734 * tfactors.T913i + -1.77078 * tfactors.T913
                          + -2.21706 * tfactors.T9 + 0.298499 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  100.37294370395585 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -32.1734 * tfactors.T943i + (1.0/3.0) * -1.77078 * tfactors.T923i
                                   + -2.21706 + (5.0/3.0) * 0.298499 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4473,8 +4473,8 @@ void rate_Ti44_to_p_Sc43_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr48_to_He4_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr48_to_He4_Ti44_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Cr48 --> He4 + Ti44
 
@@ -4510,13 +4510,13 @@ void rate_Cr48_to_He4_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  89.75906465832496 + -89.32364150067336 * tfactors.T9i + -81.667 * tfactors.T913i + -10.6333 * tfactors.T913
                          + -0.672613 * tfactors.T9 + 0.161209 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  89.32364150067336 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -81.667 * tfactors.T943i + (1.0/3.0) * -10.6333 * tfactors.T923i
                                   + -0.672613 + (5.0/3.0) * 0.161209 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4530,8 +4530,8 @@ void rate_Cr48_to_He4_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr48_to_p_V47_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Cr48 --> p + V47
 
@@ -4567,13 +4567,13 @@ void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  67.75975303984967 + -100.08956223422913 * tfactors.T9i + -34.0548 * tfactors.T913i + -3.41973 * tfactors.T913
                          + 1.16501 * tfactors.T9 + -0.105543 * tfactors.T953 + -6.20886 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  100.08956223422913 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -34.0548 * tfactors.T943i + (1.0/3.0) * -3.41973 * tfactors.T923i
                                   + 1.16501 + (5.0/3.0) * -0.105543 * tfactors.T923 + -6.20886 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4588,13 +4588,13 @@ void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  536.5429530398497 + -99.32517223422914 * tfactors.T9i + 317.171 * tfactors.T913i + -911.679 * tfactors.T913
                          + 94.4245 * tfactors.T9 + -10.1973 * tfactors.T953 + 332.227 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  99.32517223422914 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 317.171 * tfactors.T943i + (1.0/3.0) * -911.679 * tfactors.T923i
                                   + 94.4245 + (5.0/3.0) * -10.1973 * tfactors.T923 + 332.227 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4609,13 +4609,13 @@ void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  48.911453039849675 + -93.78359723422915 * tfactors.T9i + -45.9868 * tfactors.T913i + 13.6822 * tfactors.T913
                          + -0.376902 * tfactors.T9 + -0.0194875 * tfactors.T953 + -6.9232499999999995 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  93.78359723422915 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -45.9868 * tfactors.T943i + (1.0/3.0) * 13.6822 * tfactors.T923i
                                   + -0.376902 + (5.0/3.0) * -0.0194875 * tfactors.T923 + -6.9232499999999995 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4630,13 +4630,13 @@ void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  65.64255303984967 + -94.54467623422914 * tfactors.T9i + -110.655 * tfactors.T913i + 83.0232 * tfactors.T913
                          + -19.7762 * tfactors.T9 + 3.03961 * tfactors.T953 + -47.9742 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  94.54467623422914 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -110.655 * tfactors.T943i + (1.0/3.0) * 83.0232 * tfactors.T923i
                                   + -19.7762 + (5.0/3.0) * 3.03961 * tfactors.T923 + -47.9742 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4650,8 +4650,8 @@ void rate_Cr48_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_V47_to_He4_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_V47_to_He4_Ti44_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // V47 + p --> He4 + Ti44
 
@@ -4693,13 +4693,13 @@ void rate_p_V47_to_He4_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -76.63208838152472 + -6.086479266444236 * tfactors.T9i + 70.2835 * tfactors.T913
                          + -7.99061 * tfactors.T9 + 0.486213 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  6.086479266444236 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 70.2835 * tfactors.T923i
                                   + -7.99061 + (5.0/3.0) * 0.486213 * tfactors.T923 + -1.5 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4729,414 +4729,972 @@ fill_derived_rates(const tf_t& tfactors, T& rate_eval)
 
     pf_cache.index_temp_array_1 = interp_net::find_index(tfactors.T9, part_fun::temp_array_1);
 
-    rate_N13_to_p_C12_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_N13_to_p_C12_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_N13_to_p_C12_derived) = drate_dT;
+    {
+        // N13_to_p_C12_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_N13_to_p_C12_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_N13_to_p_C12_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_N13_to_p_C12_derived) = drate_dT;
+        }
     }
-    rate_O16_to_He4_C12_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_O16_to_He4_C12_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_to_He4_C12_derived) = drate_dT;
 
-    }
-    rate_Ne20_to_He4_O16_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ne20_to_He4_O16_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ne20_to_He4_O16_derived) = drate_dT;
+    {
+        // O16_to_He4_C12_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O16_to_He4_C12_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_O16_to_He4_C12_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O16_to_He4_C12_derived) = drate_dT;
+        }
     }
-    rate_Mg24_to_p_Na23_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Mg24_to_p_Na23_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mg24_to_p_Na23_derived) = drate_dT;
 
-    }
-    rate_Mg24_to_He4_Ne20_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Mg24_to_He4_Ne20_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mg24_to_He4_Ne20_derived) = drate_dT;
+    {
+        // Ne20_to_He4_O16_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne20_to_He4_O16_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ne20_to_He4_O16_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ne20_to_He4_O16_derived) = drate_dT;
+        }
     }
-    rate_Si28_to_p_Al27_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Si28_to_p_Al27_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Si28_to_p_Al27_derived) = drate_dT;
 
-    }
-    rate_Si28_to_He4_Mg24_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Si28_to_He4_Mg24_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Si28_to_He4_Mg24_derived) = drate_dT;
+    {
+        // Mg24_to_p_Na23_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mg24_to_p_Na23_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Mg24_to_p_Na23_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mg24_to_p_Na23_derived) = drate_dT;
+        }
     }
-    rate_S32_to_p_P31_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_S32_to_p_P31_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_S32_to_p_P31_derived) = drate_dT;
 
-    }
-    rate_S32_to_He4_Si28_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_S32_to_He4_Si28_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_S32_to_He4_Si28_derived) = drate_dT;
+    {
+        // Mg24_to_He4_Ne20_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mg24_to_He4_Ne20_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Mg24_to_He4_Ne20_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mg24_to_He4_Ne20_derived) = drate_dT;
+        }
     }
-    rate_Fe52_to_p_Mn51_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Fe52_to_p_Mn51_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe52_to_p_Mn51_derived) = drate_dT;
 
-    }
-    rate_Fe52_to_He4_Cr48_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Fe52_to_He4_Cr48_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe52_to_He4_Cr48_derived) = drate_dT;
+    {
+        // Si28_to_p_Al27_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Si28_to_p_Al27_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Si28_to_p_Al27_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Si28_to_p_Al27_derived) = drate_dT;
+        }
     }
-    rate_Co55_to_He4_Mn51_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Co55_to_He4_Mn51_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Co55_to_He4_Mn51_derived) = drate_dT;
 
-    }
-    rate_Ni56_to_p_Co55_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ni56_to_p_Co55_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni56_to_p_Co55_derived) = drate_dT;
+    {
+        // Si28_to_He4_Mg24_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Si28_to_He4_Mg24_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Si28_to_He4_Mg24_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Si28_to_He4_Mg24_derived) = drate_dT;
+        }
     }
-    rate_Ni56_to_He4_Fe52_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ni56_to_He4_Fe52_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni56_to_He4_Fe52_derived) = drate_dT;
 
-    }
-    rate_Cu59_to_He4_Co55_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Cu59_to_He4_Co55_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cu59_to_He4_Co55_derived) = drate_dT;
+    {
+        // S32_to_p_P31_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_S32_to_p_P31_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_S32_to_p_P31_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_S32_to_p_P31_derived) = drate_dT;
+        }
     }
-    rate_Zn60_to_p_Cu59_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Zn60_to_p_Cu59_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Zn60_to_p_Cu59_derived) = drate_dT;
 
-    }
-    rate_Zn60_to_He4_Ni56_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Zn60_to_He4_Ni56_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Zn60_to_He4_Ni56_derived) = drate_dT;
+    {
+        // S32_to_He4_Si28_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_S32_to_He4_Si28_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_S32_to_He4_Si28_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_S32_to_He4_Si28_derived) = drate_dT;
+        }
     }
-    rate_C12_to_He4_He4_He4_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_C12_to_He4_He4_He4_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_to_He4_He4_He4_derived) = drate_dT;
 
-    }
-    rate_p_O16_to_He4_N13_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_O16_to_He4_N13_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O16_to_He4_N13_derived) = drate_dT;
+    {
+        // Fe52_to_p_Mn51_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe52_to_p_Mn51_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Fe52_to_p_Mn51_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe52_to_p_Mn51_derived) = drate_dT;
+        }
     }
-    rate_He4_Ne20_to_p_Na23_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Ne20_to_p_Na23_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_p_Na23_derived) = drate_dT;
 
-    }
-    rate_He4_Mg24_to_p_Al27_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Mg24_to_p_Al27_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_p_Al27_derived) = drate_dT;
+    {
+        // Fe52_to_He4_Cr48_derived
 
-    }
-    rate_He4_Si28_to_p_P31_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Si28_to_p_P31_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_p_P31_derived) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe52_to_He4_Cr48_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Fe52_to_He4_Cr48_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe52_to_He4_Cr48_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_p_Mn51_to_He4_Cr48_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_derived) = drate_dT;
+    {
+        // Co55_to_He4_Mn51_derived
 
-    }
-    rate_p_Co55_to_He4_Fe52_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_derived) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Co55_to_He4_Mn51_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Co55_to_He4_Mn51_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Co55_to_He4_Mn51_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_He4_Ni56_to_p_Cu59_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Ni56_to_p_Cu59_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ni56_to_p_Cu59_derived) = drate_dT;
+    {
+        // Ni56_to_p_Co55_derived
 
-    }
-    rate_Fe53_to_n_Fe52_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Fe53_to_n_Fe52_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe53_to_n_Fe52_derived) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni56_to_p_Co55_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ni56_to_p_Co55_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni56_to_p_Co55_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_Fe54_to_n_Fe53_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Fe54_to_n_Fe53_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe54_to_n_Fe53_derived) = drate_dT;
+    {
+        // Ni56_to_He4_Fe52_derived
 
-    }
-    rate_Fe55_to_n_Fe54_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Fe55_to_n_Fe54_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe55_to_n_Fe54_derived) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni56_to_He4_Fe52_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ni56_to_He4_Fe52_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni56_to_He4_Fe52_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_Fe56_to_n_Fe55_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Fe56_to_n_Fe55_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe56_to_n_Fe55_derived) = drate_dT;
+    {
+        // Cu59_to_He4_Co55_derived
 
-    }
-    rate_Fe56_to_p_Mn55_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Fe56_to_p_Mn55_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe56_to_p_Mn55_derived) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cu59_to_He4_Co55_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Cu59_to_He4_Co55_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cu59_to_He4_Co55_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_Co55_to_p_Fe54_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Co55_to_p_Fe54_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Co55_to_p_Fe54_derived) = drate_dT;
+    {
+        // Zn60_to_p_Cu59_derived
 
-    }
-    rate_Co56_to_n_Co55_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Co56_to_n_Co55_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Co56_to_n_Co55_derived) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Zn60_to_p_Cu59_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Zn60_to_p_Cu59_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Zn60_to_p_Cu59_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_Co56_to_p_Fe55_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Co56_to_p_Fe55_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Co56_to_p_Fe55_derived) = drate_dT;
+    {
+        // Zn60_to_He4_Ni56_derived
 
-    }
-    rate_Co57_to_n_Co56_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Co57_to_n_Co56_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Co57_to_n_Co56_derived) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Zn60_to_He4_Ni56_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Zn60_to_He4_Ni56_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Zn60_to_He4_Ni56_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_Co57_to_p_Fe56_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Co57_to_p_Fe56_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Co57_to_p_Fe56_derived) = drate_dT;
+    {
+        // C12_to_He4_He4_He4_derived
 
-    }
-    rate_Ni57_to_n_Ni56_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ni57_to_n_Ni56_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni57_to_n_Ni56_derived) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_C12_to_He4_He4_He4_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_C12_to_He4_He4_He4_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_to_He4_He4_He4_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_Ni57_to_p_Co56_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ni57_to_p_Co56_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni57_to_p_Co56_derived) = drate_dT;
+    {
+        // p_O16_to_He4_N13_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O16);
+        }
+#endif
+        rate_p_O16_to_He4_N13_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_O16_to_He4_N13_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O16_to_He4_N13_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ne20_to_p_Na23_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ne20);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ne20);
+        }
+#endif
+        rate_He4_Ne20_to_p_Na23_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Ne20_to_p_Na23_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ne20_to_p_Na23_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mg24_to_p_Al27_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mg24);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mg24);
+        }
+#endif
+        rate_He4_Mg24_to_p_Al27_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Mg24_to_p_Al27_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mg24_to_p_Al27_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Si28_to_p_P31_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Si28);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Si28);
+        }
+#endif
+        rate_He4_Si28_to_p_P31_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Si28_to_p_P31_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Si28_to_p_P31_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_Mn51_to_He4_Cr48_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Mn51);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Mn51);
+        }
+#endif
+        rate_p_Mn51_to_He4_Cr48_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_Co55_to_He4_Fe52_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Co55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Co55);
+        }
+#endif
+        rate_p_Co55_to_He4_Fe52_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ni56_to_p_Cu59_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ni56);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ni56);
+        }
+#endif
+        rate_He4_Ni56_to_p_Cu59_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Ni56_to_p_Cu59_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ni56_to_p_Cu59_derived) = drate_dT;
+        }
     }
-    rate_Ni57_to_He4_Fe53_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ni57_to_He4_Fe53_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni57_to_He4_Fe53_derived) = drate_dT;
 
-    }
-    rate_Ni58_to_n_Ni57_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ni58_to_n_Ni57_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni58_to_n_Ni57_derived) = drate_dT;
+    {
+        // Fe53_to_n_Fe52_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe53_to_n_Fe52_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Fe53_to_n_Fe52_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe53_to_n_Fe52_derived) = drate_dT;
+        }
     }
-    rate_Ni58_to_p_Co57_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ni58_to_p_Co57_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni58_to_p_Co57_derived) = drate_dT;
 
-    }
-    rate_Ni58_to_He4_Fe54_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ni58_to_He4_Fe54_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni58_to_He4_Fe54_derived) = drate_dT;
+    {
+        // Fe54_to_n_Fe53_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe54_to_n_Fe53_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Fe54_to_n_Fe53_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe54_to_n_Fe53_derived) = drate_dT;
+        }
     }
-    rate_Cu59_to_p_Ni58_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Cu59_to_p_Ni58_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cu59_to_p_Ni58_derived) = drate_dT;
 
-    }
-    rate_p_Mn55_to_n_Fe55_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_Mn55_to_n_Fe55_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Mn55_to_n_Fe55_derived) = drate_dT;
+    {
+        // Fe55_to_n_Fe54_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe55_to_n_Fe54_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Fe55_to_n_Fe54_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe55_to_n_Fe54_derived) = drate_dT;
+        }
     }
-    rate_He4_Fe53_to_n_Ni56_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Fe53_to_n_Ni56_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe53_to_n_Ni56_derived) = drate_dT;
 
-    }
-    rate_p_Fe54_to_He4_Mn51_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_Fe54_to_He4_Mn51_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Fe54_to_He4_Mn51_derived) = drate_dT;
+    {
+        // Fe56_to_n_Fe55_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe56_to_n_Fe55_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Fe56_to_n_Fe55_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe56_to_n_Fe55_derived) = drate_dT;
+        }
     }
-    rate_He4_Fe54_to_n_Ni57_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Fe54_to_n_Ni57_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe54_to_n_Ni57_derived) = drate_dT;
 
-    }
-    rate_He4_Fe54_to_p_Co57_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Fe54_to_p_Co57_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe54_to_p_Co57_derived) = drate_dT;
+    {
+        // Fe56_to_p_Mn55_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe56_to_p_Mn55_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Fe56_to_p_Mn55_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe56_to_p_Mn55_derived) = drate_dT;
+        }
     }
-    rate_p_Fe55_to_n_Co55_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_Fe55_to_n_Co55_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Fe55_to_n_Co55_derived) = drate_dT;
 
-    }
-    rate_He4_Fe55_to_n_Ni58_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Fe55_to_n_Ni58_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe55_to_n_Ni58_derived) = drate_dT;
+    {
+        // Co55_to_p_Fe54_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Co55_to_p_Fe54_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Co55_to_p_Fe54_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Co55_to_p_Fe54_derived) = drate_dT;
+        }
     }
-    rate_p_Fe56_to_n_Co56_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_Fe56_to_n_Co56_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Fe56_to_n_Co56_derived) = drate_dT;
 
-    }
-    rate_p_Co56_to_n_Ni56_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_Co56_to_n_Ni56_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Co56_to_n_Ni56_derived) = drate_dT;
+    {
+        // Co56_to_n_Co55_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Co56_to_n_Co55_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Co56_to_n_Co55_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Co56_to_n_Co55_derived) = drate_dT;
+        }
     }
-    rate_p_Co56_to_He4_Fe53_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_Co56_to_He4_Fe53_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Co56_to_He4_Fe53_derived) = drate_dT;
 
-    }
-    rate_He4_Co56_to_n_Cu59_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Co56_to_n_Cu59_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Co56_to_n_Cu59_derived) = drate_dT;
+    {
+        // Co56_to_p_Fe55_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Co56_to_p_Fe55_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Co56_to_p_Fe55_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Co56_to_p_Fe55_derived) = drate_dT;
+        }
     }
-    rate_p_Co57_to_n_Ni57_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_Co57_to_n_Ni57_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Co57_to_n_Ni57_derived) = drate_dT;
 
-    }
-    rate_He4_Ni57_to_n_Zn60_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Ni57_to_n_Zn60_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ni57_to_n_Zn60_derived) = drate_dT;
+    {
+        // Co57_to_n_Co56_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Co57_to_n_Co56_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Co57_to_n_Co56_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Co57_to_n_Co56_derived) = drate_dT;
+        }
     }
-    rate_p_Ni58_to_He4_Co55_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_Ni58_to_He4_Co55_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ni58_to_He4_Co55_derived) = drate_dT;
 
-    }
-    rate_He4_S32_to_p_Cl35_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_S32_to_p_Cl35_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_removed) = drate_dT;
+    {
+        // Co57_to_p_Fe56_derived
 
-    }
-    rate_Ar36_to_He4_S32_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ar36_to_He4_S32_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ar36_to_He4_S32_removed) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Co57_to_p_Fe56_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Co57_to_p_Fe56_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Co57_to_p_Fe56_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_Ar36_to_p_Cl35_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ar36_to_p_Cl35_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ar36_to_p_Cl35_removed) = drate_dT;
+    {
+        // Ni57_to_n_Ni56_derived
 
-    }
-    rate_He4_Ar36_to_p_K39_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Ar36_to_p_K39_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_removed) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni57_to_n_Ni56_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ni57_to_n_Ni56_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni57_to_n_Ni56_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_Ca40_to_He4_Ar36_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ca40_to_He4_Ar36_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca40_to_He4_Ar36_removed) = drate_dT;
+    {
+        // Ni57_to_p_Co56_derived
 
-    }
-    rate_Ca40_to_p_K39_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ca40_to_p_K39_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca40_to_p_K39_removed) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni57_to_p_Co56_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ni57_to_p_Co56_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni57_to_p_Co56_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_He4_Ca40_to_p_Sc43_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_removed) = drate_dT;
+    {
+        // Ni57_to_He4_Fe53_derived
 
-    }
-    rate_Ti44_to_He4_Ca40_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ti44_to_He4_Ca40_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti44_to_He4_Ca40_removed) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni57_to_He4_Fe53_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ni57_to_He4_Fe53_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni57_to_He4_Fe53_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_Ti44_to_p_Sc43_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ti44_to_p_Sc43_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti44_to_p_Sc43_removed) = drate_dT;
+    {
+        // Ni58_to_n_Ni57_derived
 
-    }
-    rate_Cr48_to_He4_Ti44_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Cr48_to_He4_Ti44_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr48_to_He4_Ti44_removed) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni58_to_n_Ni57_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ni58_to_n_Ni57_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni58_to_n_Ni57_derived) = drate_dT;
+        }
+    }
 
-    }
-    rate_Cr48_to_p_V47_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Cr48_to_p_V47_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr48_to_p_V47_removed) = drate_dT;
+    {
+        // Ni58_to_p_Co57_derived
 
-    }
-    rate_p_V47_to_He4_Ti44_removed<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_V47_to_He4_Ti44_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_removed) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni58_to_p_Co57_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ni58_to_p_Co57_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni58_to_p_Co57_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ni58_to_He4_Fe54_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni58_to_He4_Fe54_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ni58_to_He4_Fe54_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni58_to_He4_Fe54_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Cu59_to_p_Ni58_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cu59_to_p_Ni58_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Cu59_to_p_Ni58_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cu59_to_p_Ni58_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_Mn55_to_n_Fe55_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Mn55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Mn55);
+        }
+#endif
+        rate_p_Mn55_to_n_Fe55_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_Mn55_to_n_Fe55_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Mn55_to_n_Fe55_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe53_to_n_Ni56_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe53);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe53);
+        }
+#endif
+        rate_He4_Fe53_to_n_Ni56_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Fe53_to_n_Ni56_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe53_to_n_Ni56_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_Fe54_to_He4_Mn51_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Fe54);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Fe54);
+        }
+#endif
+        rate_p_Fe54_to_He4_Mn51_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_Fe54_to_He4_Mn51_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Fe54_to_He4_Mn51_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe54_to_n_Ni57_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe54);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe54);
+        }
+#endif
+        rate_He4_Fe54_to_n_Ni57_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Fe54_to_n_Ni57_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe54_to_n_Ni57_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe54_to_p_Co57_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe54);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe54);
+        }
+#endif
+        rate_He4_Fe54_to_p_Co57_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Fe54_to_p_Co57_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe54_to_p_Co57_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_Fe55_to_n_Co55_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Fe55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Fe55);
+        }
+#endif
+        rate_p_Fe55_to_n_Co55_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_Fe55_to_n_Co55_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Fe55_to_n_Co55_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe55_to_n_Ni58_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe55);
+        }
+#endif
+        rate_He4_Fe55_to_n_Ni58_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Fe55_to_n_Ni58_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe55_to_n_Ni58_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_Fe56_to_n_Co56_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Fe56);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Fe56);
+        }
+#endif
+        rate_p_Fe56_to_n_Co56_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_Fe56_to_n_Co56_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Fe56_to_n_Co56_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_Co56_to_n_Ni56_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Co56);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Co56);
+        }
+#endif
+        rate_p_Co56_to_n_Ni56_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_Co56_to_n_Ni56_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Co56_to_n_Ni56_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_Co56_to_He4_Fe53_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Co56);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Co56);
+        }
+#endif
+        rate_p_Co56_to_He4_Fe53_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_Co56_to_He4_Fe53_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Co56_to_He4_Fe53_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Co56_to_n_Cu59_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Co56);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Co56);
+        }
+#endif
+        rate_He4_Co56_to_n_Cu59_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Co56_to_n_Cu59_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Co56_to_n_Cu59_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_Co57_to_n_Ni57_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Co57);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Co57);
+        }
+#endif
+        rate_p_Co57_to_n_Ni57_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_Co57_to_n_Ni57_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Co57_to_n_Ni57_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ni57_to_n_Zn60_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ni57);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ni57);
+        }
+#endif
+        rate_He4_Ni57_to_n_Zn60_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Ni57_to_n_Zn60_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ni57_to_n_Zn60_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ni58_to_He4_Co55_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ni58);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ni58);
+        }
+#endif
+        rate_p_Ni58_to_He4_Co55_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_Ni58_to_He4_Co55_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ni58_to_He4_Co55_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_S32_to_p_Cl35_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_S32);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_S32);
+        }
+#endif
+        rate_He4_S32_to_p_Cl35_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_S32_to_p_Cl35_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ar36_to_He4_S32_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ar36_to_He4_S32_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ar36_to_He4_S32_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ar36_to_He4_S32_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ar36_to_p_Cl35_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ar36_to_p_Cl35_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ar36_to_p_Cl35_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ar36_to_p_Cl35_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ar36_to_p_K39_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ar36);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ar36);
+        }
+#endif
+        rate_He4_Ar36_to_p_K39_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Ar36_to_p_K39_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ca40_to_He4_Ar36_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ca40_to_He4_Ar36_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ca40_to_He4_Ar36_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ca40_to_He4_Ar36_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ca40_to_p_K39_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ca40_to_p_K39_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ca40_to_p_K39_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ca40_to_p_K39_derived) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ca40_to_p_Sc43_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ca40);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ca40);
+        }
+#endif
+        rate_He4_Ca40_to_p_Sc43_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ti44_to_He4_Ca40_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ti44_to_He4_Ca40_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ti44_to_He4_Ca40_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ti44_to_He4_Ca40_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Ti44_to_p_Sc43_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ti44_to_p_Sc43_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ti44_to_p_Sc43_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ti44_to_p_Sc43_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Cr48_to_He4_Ti44_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cr48_to_He4_Ti44_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Cr48_to_He4_Ti44_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cr48_to_He4_Ti44_derived) = drate_dT;
+        }
+    }
+
+    {
+        // Cr48_to_p_V47_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cr48_to_p_V47_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Cr48_to_p_V47_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cr48_to_p_V47_derived) = drate_dT;
+        }
+    }
+
+    {
+        // p_V47_to_He4_Ti44_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_V47);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_V47);
+        }
+#endif
+        rate_p_V47_to_He4_Ti44_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_V47_to_He4_Ti44_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_derived) = drate_dT;
+        }
     }
 
+
 }
 #endif
diff --git a/networks/he-burn/he-burn-33am/he-burn-33am-zoom.png b/networks/he-burn/he-burn-33am/he-burn-33am-zoom.png
index 5652cf4784..2605a46004 100644
Binary files a/networks/he-burn/he-burn-33am/he-burn-33am-zoom.png and b/networks/he-burn/he-burn-33am/he-burn-33am-zoom.png differ
diff --git a/networks/he-burn/he-burn-33am/he-burn-33am.png b/networks/he-burn/he-burn-33am/he-burn-33am.png
index ff7bf3eb6a..0a0b412974 100644
Binary files a/networks/he-burn/he-burn-33am/he-burn-33am.png and b/networks/he-burn/he-burn-33am/he-burn-33am.png differ
diff --git a/networks/he-burn/he-burn-33am/interp_tools.H b/networks/he-burn/he-burn-33am/interp_tools.H
index 5444bb552a..bbc0d26855 100644
--- a/networks/he-burn/he-burn-33am/interp_tools.H
+++ b/networks/he-burn/he-burn-33am/interp_tools.H
@@ -55,7 +55,7 @@ namespace interp_net {
 
         if (x0 < x_array(left)) {
             idx = left;
-        } else if (x0 > x_array(right)) {
+        } else if (x0 >= x_array(right)) {
             idx = right - 1;
         } else {
             idx = find_index(x0, x_array);
diff --git a/networks/he-burn/he-burn-33am/modified_rates.H b/networks/he-burn/he-burn-33am/modified_rates.H
new file mode 100644
index 0000000000..e0ca08a1dd
--- /dev/null
+++ b/networks/he-burn/he-burn-33am/modified_rates.H
@@ -0,0 +1,166 @@
+#ifndef MODIFIED_RATES_H
+#define MODIFIED_RATES_H
+
+#include <AMReX.H>
+#include <AMReX_Print.H>
+
+#include <tfactors.H>
+#include <actual_network.H>
+#include <rate_type.H>
+#include <temperature_table_rates.H>
+#include <reaclib_rates.H>
+
+namespace modified_rates {
+
+    using namespace temp_tabular;
+
+    template <int do_T_derivatives>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    void rate_He4_N14_to_Ne20_modified(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
+
+        // N14 + 1.5 He4 --> Ne20 (calls the underlying rate)
+
+        rate_He4_N14_to_F18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+    }
+
+    template <int do_T_derivatives>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    void rate_p_O16_to_N14_He4_modified(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
+
+        // O16 + p + p --> N14 + He4 (calls the underlying rate)
+
+        rate_p_O16_to_F17_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+    }
+
+    template <int do_T_derivatives>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    void rate_C12_C12_to_Mg24_modified(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
+
+        // C12 + C12 --> Mg24 (calls the underlying rate)
+
+        rate_C12_C12_to_n_Mg23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+    }
+
+    template <int do_T_derivatives>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    void rate_O16_O16_to_S32_modified(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
+
+        // O16 + O16 --> S32 (calls the underlying rate)
+
+        rate_O16_O16_to_n_S31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+    }
+
+    template <int do_T_derivatives>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    void rate_C12_O16_to_Si28_modified(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
+
+        // O16 + C12 --> Si28 (calls the underlying rate)
+
+        rate_C12_O16_to_n_Si27_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+    }
+
+
+    template <int do_T_derivatives, typename T>
+    AMREX_GPU_HOST_DEVICE AMREX_INLINE
+    void
+    fill_rates([[maybe_unused]] const tf_t& tfactors,
+               [[maybe_unused]] T& rate_eval)
+    {
+
+        [[maybe_unused]] amrex::Real rate;
+        [[maybe_unused]] amrex::Real drate_dT;
+
+        {
+            // He4_N14_to_Ne20_modified
+
+            amrex::Real log_scor {0.0_rt};
+            amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+            log_scor = rate_eval.log_screen(k_He4_N14);
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_N14);
+            }
+#endif
+            rate_He4_N14_to_Ne20_modified<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+            rate_eval.screened_rates(k_He4_N14_to_Ne20_modified) = rate;
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                rate_eval.dscreened_rates_dT(k_He4_N14_to_Ne20_modified) = drate_dT;
+            }
+        }
+
+        {
+            // p_O16_to_N14_He4_modified
+
+            amrex::Real log_scor {0.0_rt};
+            amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+            log_scor = rate_eval.log_screen(k_p_O16);
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O16);
+            }
+#endif
+            rate_p_O16_to_N14_He4_modified<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+            rate_eval.screened_rates(k_p_O16_to_N14_He4_modified) = rate;
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                rate_eval.dscreened_rates_dT(k_p_O16_to_N14_He4_modified) = drate_dT;
+            }
+        }
+
+        {
+            // C12_C12_to_Mg24_modified
+
+            amrex::Real log_scor {0.0_rt};
+            amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+            log_scor = rate_eval.log_screen(k_C12_C12);
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_C12);
+            }
+#endif
+            rate_C12_C12_to_Mg24_modified<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+            rate_eval.screened_rates(k_C12_C12_to_Mg24_modified) = rate;
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                rate_eval.dscreened_rates_dT(k_C12_C12_to_Mg24_modified) = drate_dT;
+            }
+        }
+
+        {
+            // O16_O16_to_S32_modified
+
+            amrex::Real log_scor {0.0_rt};
+            amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+            log_scor = rate_eval.log_screen(k_O16_O16);
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                dlog_scor_dT = rate_eval.dlog_screen_dT(k_O16_O16);
+            }
+#endif
+            rate_O16_O16_to_S32_modified<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+            rate_eval.screened_rates(k_O16_O16_to_S32_modified) = rate;
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                rate_eval.dscreened_rates_dT(k_O16_O16_to_S32_modified) = drate_dT;
+            }
+        }
+
+        {
+            // C12_O16_to_Si28_modified
+
+            amrex::Real log_scor {0.0_rt};
+            amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+            log_scor = rate_eval.log_screen(k_C12_O16);
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_O16);
+            }
+#endif
+            rate_C12_O16_to_Si28_modified<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+            rate_eval.screened_rates(k_C12_O16_to_Si28_modified) = rate;
+            if constexpr (std::is_same_v<T, rate_derivs_t>) {
+                rate_eval.dscreened_rates_dT(k_C12_O16_to_Si28_modified) = drate_dT;
+            }
+        }
+
+
+    }
+}
+#endif
diff --git a/networks/he-burn/he-burn-33am/partition_functions.H b/networks/he-burn/he-burn-33am/partition_functions.H
index 2b0ae5755c..5b4d8ffd1f 100644
--- a/networks/he-burn/he-burn-33am/partition_functions.H
+++ b/networks/he-burn/he-burn-33am/partition_functions.H
@@ -22,7 +22,7 @@ namespace part_fun {
 
     // this is T9
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> temp_array_1 = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> temp_array_1 = {
         0.01, 0.15, 0.2, 0.3, 0.4,
         0.5, 0.6, 0.7, 0.8, 0.9,
         1.0, 1.5, 2.0, 2.5, 3.0,
@@ -45,7 +45,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> O16_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> O16_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
@@ -69,7 +69,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ne20_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ne20_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 1.5999872001381317e-05, 0.00038192705657577196, 0.0025407695097516073, 0.008962714607884434,
@@ -93,7 +93,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Na23_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Na23_pf_array = {
         0.0, 0.0, 0.0, 0.0, 3.999991999914312e-06,
         5.499848755537228e-05, 0.0003019544071791481, 0.0010184811719273939, 0.002532789778269521, 0.0051397687298581594,
         0.00904794362623629, 0.048651106882368046, 0.11044327651595648, 0.1779034781081781, 0.24236561796080108,
@@ -117,10 +117,10 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Mg24_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Mg24_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
-        9.999994999180668e-07, 0.0001259920626667995, 0.0017764212290928272, 0.008665347199341391, 0.02478529122240376,
+        9.999994999180668e-07, 0.0001259920626667995, 0.0017764212290928272, 0.008665347199341391, 0.024785291222403763,
         0.05209612203517594, 0.09017063128626053, 0.13704782771330884, 0.19024508258946665, 0.30679917070896673,
         0.42717245621910793, 0.5457138884802113, 0.660894613389287, 0.773014180490088, 0.9932517730102834,
         1.2119409739751128, 1.4398351280479205, 1.682688374173693, 1.9487632180377197, 2.244955980157409,
@@ -141,7 +141,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Al27_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Al27_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 1.9999980000601777e-06, 7.999968000178667e-06,
         2.3999712004631918e-05, 0.0007467211343664971, 0.0043365834151270505, 0.012613119117341724, 0.025879225360058624,
@@ -165,7 +165,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Si28_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Si28_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 4.999987500074422e-06, 0.00016398655347018683, 0.0012951609168895288, 0.005118876169847203,
@@ -189,7 +189,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> P31_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> P31_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         9.999994999180668e-07, 0.00011099383995581128, 0.0012951609168895288, 0.005682822135497365, 0.015358452840402968,
@@ -213,11 +213,11 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> S32_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> S32_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 1.1999928000476974e-05, 0.0001599872013651075, 0.0008965979359162839,
-        0.0030782573008273765, 0.007778667567807429, 0.01603376935914739, 0.02868269041229125, 0.06934041108806749,
+        0.003078257300827377, 0.007778667567807429, 0.01603376935914739, 0.02868269041229125, 0.06934041108806749,
         0.13236245968854618, 0.21875794860165648, 0.32915769331179123, 0.4643325791959468, 0.8109302162163288,
         1.2669476034873244, 1.81319474994812, 2.4336133554004498, 3.086486636822455, 3.756538102587751,
         4.4272389774954295, 5.093750200806762, 5.746203190540153, 6.386879319362645, 7.940939762327791,
@@ -237,7 +237,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Cl35_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Cl35_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 4.1999118024792734e-05, 0.0004768862716642343, 0.002171640281399847, 0.006214649003101918,
@@ -261,7 +261,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ar36_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ar36_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 9.999994999180668e-07, 5.399854205248437e-05, 0.0005328580059528724, 0.0024460060865663185,
@@ -285,7 +285,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> K39_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> K39_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 8.999959500168733e-06, 7.899687966427683e-05,
@@ -309,7 +309,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ca40_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ca40_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 7.999968000178667e-06,
@@ -333,7 +333,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Sc43_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Sc43_pf_array = {
         0.0, 3.999991999914312e-06, 7.399726213497465e-05, 0.001402016715091746, 0.006077494560027172,
         0.014618625311574956, 0.02619392408247513, 0.039701366851552046, 0.05424762604898671, 0.06923404240290812,
         0.08429886812818674, 0.15680885802481764, 0.22576092300652262, 0.2958459074810483, 0.3697667707656917,
@@ -357,7 +357,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ti44_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ti44_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 9.999994999180668e-07, 3.999991999914312e-06,
         1.6999855501571383e-05, 0.001148340404701717, 0.009309531525720607, 0.03254753540924965, 0.07466488847560604,
@@ -381,7 +381,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> V47_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> V47_pf_array = {
         5.799831806492598e-05, 0.0017464740260096463, 0.009732485344379859, 0.056357648868795907, 0.13811537012749586,
         0.23671188375470134, 0.33785770498795076, 0.4340856062023528, 0.5224146112876673, 0.6021781642551665,
         0.6737563884480131, 0.9374767156169274, 1.1057414821365488, 1.2270658944596067, 1.3241582851318665,
@@ -405,7 +405,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Cr48_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Cr48_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 1.9999980000601777e-06, 1.8999819502277547e-05, 9.099585975123644e-05, 0.0003069528851426514,
         0.0008086729358847522, 0.01474081832149851, 0.06183142275093884, 0.143112843568674, 0.24629820135844444,
@@ -429,7 +429,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Mn51_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Mn51_pf_array = {
         0.0, 0.0, 9.999994999180668e-07, 0.00013899034039500225, 0.001371059667992007,
         0.005417299897942013, 0.013501443923597083, 0.02583439952789853, 0.0418873468309038, 0.060801547340661864,
         0.08168044277606486, 0.19327880627694072, 0.29229193070917964, 0.3745845060072903, 0.44569620808461924,
@@ -453,7 +453,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Mn55_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Mn55_pf_array = {
         9.999994999180668e-07, 7.799695815819724e-05, 0.0008955988316133736, 0.010177037826467497, 0.03397814874205114,
         0.06930029089542918, 0.11045223084707702, 0.1530403493527416, 0.1944732582314714, 0.23346767368476204,
         0.26952242971698476, 0.40840677715407325, 0.5004800928315567, 0.5698014517745363, 0.6293864901669247,
@@ -477,7 +477,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Fe52_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Fe52_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 3.999991999914312e-06, 2.1999758003515767e-05, 8.699621571943491e-05,
         0.00026096594542543384, 0.006963697081509575, 0.035510955889664755, 0.09259923578662213, 0.17220724583011637,
@@ -501,7 +501,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Fe53_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Fe53_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 2.9999954999842446e-06, 1.3999902000873147e-05, 4.6998895534514674e-05,
         0.00012399231263549523, 0.0022973590486834584, 0.010342333218121334, 0.026671141814813795, 0.05206005035504811,
@@ -525,7 +525,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Fe54_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Fe54_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 9.299567576799903e-05, 0.0014169955873925225, 0.007321134970553677, 0.022123461487622495,
@@ -549,7 +549,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Fe55_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Fe55_pf_array = {
         0.0, 0.0, 0.0, 0.0, 2.9999954999842446e-06,
         3.599935201547656e-05, 0.0001749846892862601, 0.0005458509962348388, 0.0012811789396579938, 0.002489897630568308,
         0.0042439815567507835, 0.021723330583716026, 0.052838150482648706, 0.09687441030310566, 0.15356793863801727,
@@ -573,10 +573,10 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Fe56_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Fe56_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 3.999991999914312e-06, 2.2999735504161862e-05, 9.099585975123644e-05,
-        0.00026996355655966415, 0.007115623795532719, 0.036122649876509136, 0.09416770925148646, 0.17582214798729476,
+        0.00026996355655966415, 0.00711562379553272, 0.036122649876509136, 0.09416770925148646, 0.17582214798729476,
         0.2723587679931664, 0.37744210592173955, 0.4880608616770881, 0.6035325999923254, 0.8511487220072201,
         1.1254226572294825, 1.4290963940696066, 1.7632754575255085, 2.1292725925101696, 2.9601050959108397,
         3.9080149840306073, 4.9344739331306915, 6.0014148779611505, 7.07326971745971, 8.151909872940905,
@@ -597,11 +597,11 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Co55_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Co55_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 1.9999980000601777e-06, 3.299945551192844e-05, 0.0002149768908123338,
-        0.0008776147834635239, 0.002650484360963482, 0.006510758935580232, 0.013783568660113304, 0.04542450669313041,
+        0.0008776147834635239, 0.0026504843609634825, 0.006510758935580232, 0.013783568660113304, 0.04542450669313041,
         0.11337689843044624, 0.2341190990271887, 0.4197354671252422, 0.6733637730790638, 1.3506671834767394,
         2.175887439948088, 3.068052935133617, 3.9982007016691985, 4.948759890378168, 5.910796644040527,
         6.887552571664617, 7.874739125171811, 8.869257522797287, 9.87302834505142, 12.392552212472792,
@@ -621,7 +621,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Co56_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Co56_pf_array = {
         0.0, 3.999991999914312e-06, 7.899687966427683e-05, 0.001695561722441503, 0.007822325681129151,
         0.019497678843342036, 0.03570492462077664, 0.05483944934120235, 0.07551926153050333, 0.09679362441063856,
         0.11809143254161966, 0.21920299752019912, 0.3136779817234165, 0.4068994123352315, 0.5003509554719695,
@@ -645,7 +645,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Co57_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Co57_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         9.999994999180668e-07, 0.00011499338800700186, 0.0013730569257571538, 0.006397492336686245, 0.01850276323097546,
@@ -669,11 +669,11 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ni56_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ni56_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 9.999994999180668e-07, 1.7999838002017484e-05, 0.00014798904908051437,
-        0.0006687763192560828, 0.0021007917908672197, 0.0051805577080849445, 0.0108093677159202, 0.033929817942853414,
+        0.0006687763192560828, 0.0021007917908672197, 0.005180557708084945, 0.0108093677159202, 0.033929817942853414,
         0.08125919821801637, 0.16557206393583876, 0.30308828495767837, 0.5109446166860524, 1.172482137234565,
         2.102913897864978, 3.1654750481410856, 4.272490747605575, 5.389071729816501, 6.498282149476434,
         7.605890001053122, 8.712759974960212, 9.814656338829513, 10.918718232265187, 13.664687668229691,
@@ -693,7 +693,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ni57_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ni57_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 9.999994999180668e-07, 3.999991999914312e-06, 2.1999758003515767e-05, 7.499718764066433e-05,
         0.00020197960074708863, 0.004008953397104444, 0.0179813619557224, 0.04424365396121746, 0.08043463086160929,
@@ -717,11 +717,11 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ni58_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ni58_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 6.499788759151895e-05, 0.0010874085569544608, 0.005954238288214293, 0.018769741111677243,
-        0.04333627107625303, 0.08256291389970516, 0.13844890680808367, 0.21212628348615897, 0.4130674701171434,
+        0.04333627107625303, 0.08256291389970516, 0.1384489068080837, 0.21212628348615897, 0.4130674701171434,
         0.6787038764017188, 0.9964869046943904, 1.355513968039992, 1.7493953139667429, 2.624668592163159,
         3.6082115510464816, 4.653960350157523, 5.736572297479192, 6.834108738813838, 7.937374696163295,
         9.038365107236372, 10.142504453006628, 11.247656987355347, 12.35017298950393, 15.107494239612924,
@@ -741,7 +741,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Cu59_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Cu59_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         5.99998200002249e-06, 3.7999278018272636e-05, 0.00014598934303724457, 0.00040491800963663984, 0.0008995952428359939,
         0.0017105361984473075, 0.012428445906924757, 0.03638689398559588, 0.073626784973166, 0.12292623116658526,
@@ -765,7 +765,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Zn60_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Zn60_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 1.9999980000601777e-06, 1.1999928000476974e-05,
         4.299907552651673e-05, 0.0021107707552105327, 0.014655087692010784, 0.04650565189537119, 0.0995484583270208,
@@ -789,7 +789,7 @@ namespace part_fun {
     // interpolation routine
 
     template <typename T>
-    AMREX_GPU_HOST_DEVICE AMREX_INLINE
+    AMREX_GPU_DEVICE AMREX_INLINE
     void interpolate_pf(const amrex::Real t9, int idx,
                         const T& temp_array, const T& pf_array,
                         amrex::Real& logpf, amrex::Real& dlogpf_dT9) {
@@ -835,7 +835,7 @@ namespace part_fun {
         amrex::Array2D<amrex::Real, 1, NumSpecTotal, 1, 2, amrex::Order::C> data;
         int index_temp_array_1{-1};
 
-        AMREX_GPU_HOST_DEVICE AMREX_INLINE
+        AMREX_GPU_DEVICE AMREX_INLINE
         pf_cache_t() {
             // The entries will be default-initialized to -900,
             // log(partition_function) should never be -900.
@@ -851,7 +851,7 @@ namespace part_fun {
 // get the partition function for nucleus inuc.  Here pf_cache
 // should already contain the index into the temp / pf arrays
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function(const int inuc,
                             [[maybe_unused]] const amrex::Real T9,
                             const part_fun::pf_cache_t& pf_cache,
@@ -1065,7 +1065,7 @@ void get_partition_function(const int inuc,
 // index into the arrays. Uses tfactors instead of T9 as argument,
 // and returns pf and dpf_dT instead of logpf and dlogpf_dT9
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function(const int inuc,
                             [[maybe_unused]] const tf_t& tfactors,
                             amrex::Real& pf, amrex::Real& dpf_dT) {
@@ -1085,7 +1085,7 @@ void get_partition_function(const int inuc,
 }
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function_cached(const int inuc, const amrex::Real T9,
                                    part_fun::pf_cache_t& pf_cache,
                                    amrex::Real& logpf, amrex::Real& dlogpf_dT9) {
@@ -1103,7 +1103,7 @@ void get_partition_function_cached(const int inuc, const amrex::Real T9,
 
 
 template <int spec>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 constexpr amrex::Real get_spin_state() {
 
     static_assert(spec >= 1 && spec <= NumSpec);
@@ -1169,7 +1169,7 @@ constexpr amrex::Real get_spin_state() {
 
 // Legacy (non-templated) interface
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 amrex::Real get_spin_state (int spec) {
 
     amrex::Real s = -1.0_rt;
diff --git a/networks/he-burn/he-burn-33am/pynucastro-info.txt b/networks/he-burn/he-burn-33am/pynucastro-info.txt
index e055581de4..6256cf5f54 100644
--- a/networks/he-burn/he-burn-33am/pynucastro-info.txt
+++ b/networks/he-burn/he-burn-33am/pynucastro-info.txt
@@ -1 +1 @@
-pynucastro version: 2.9.0-28-gbcc09d414
+pynucastro version: 2.11.0-7-g6944c31a3
diff --git a/networks/he-burn/he-burn-33am/rate_type.H b/networks/he-burn/he-burn-33am/rate_type.H
new file mode 100644
index 0000000000..4819ade44e
--- /dev/null
+++ b/networks/he-burn/he-burn-33am/rate_type.H
@@ -0,0 +1,25 @@
+#ifndef NET_RATE_TYPE_H
+#define NET_RATE_TYPE_H
+
+#include <actual_network.H>
+
+struct rate_t {
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  screened_rates;
+#ifdef SCREENING
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  log_screen;
+#endif
+    amrex::Real enuc_weak;
+};
+
+struct rate_derivs_t {
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  screened_rates;
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  dscreened_rates_dT;
+#ifdef SCREENING
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  log_screen;
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  dlog_screen_dT;
+#endif
+    amrex::Real enuc_weak;
+};
+
+
+#endif
\ No newline at end of file
diff --git a/networks/he-burn/he-burn-33am/reaclib_rates.H b/networks/he-burn/he-burn-33am/reaclib_rates.H
index ff5ae851cc..2c47ecd4c1 100644
--- a/networks/he-burn/he-burn-33am/reaclib_rates.H
+++ b/networks/he-burn/he-burn-33am/reaclib_rates.H
@@ -6,25 +6,14 @@
 
 #include <tfactors.H>
 #include <actual_network.H>
+#include <rate_type.H>
 
 using namespace Rates;
 using namespace Species;
 
-struct rate_t {
-    amrex::Array1D<amrex::Real, 1, NumRates>  screened_rates;
-    amrex::Real enuc_weak;
-};
-
-struct rate_derivs_t {
-    amrex::Array1D<amrex::Real, 1, NumRates>  screened_rates;
-    amrex::Array1D<amrex::Real, 1, NumRates>  dscreened_rates_dT;
-    amrex::Real enuc_weak;
-};
-
-
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + p --> N13
 
@@ -39,9 +28,13 @@ void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  17.1482 + -13.692 * tfactors.T913i + -0.230881 * tfactors.T913
                          + 4.44362 * tfactors.T9 + -3.15898 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -13.692 * tfactors.T943i + (1.0/3.0) * -0.230881 * tfactors.T923i
                                   + 4.44362 + (5.0/3.0) * -3.15898 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -56,9 +49,13 @@ void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  17.5428 + -3.77849 * tfactors.T9i + -5.10735 * tfactors.T913i + -2.24111 * tfactors.T913
                          + 0.148883 * tfactors.T9 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.77849 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -5.10735 * tfactors.T943i + (1.0/3.0) * -2.24111 * tfactors.T923i
                                   + 0.148883 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -72,8 +69,8 @@ void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + He4 --> O16
 
@@ -88,9 +85,13 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  254.634 + -1.84097 * tfactors.T9i + 103.411 * tfactors.T913i + -420.567 * tfactors.T913
                          + 64.0874 * tfactors.T9 + -12.4624 * tfactors.T953 + 137.303 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.84097 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 103.411 * tfactors.T943i + (1.0/3.0) * -420.567 * tfactors.T923i
                                   + 64.0874 + (5.0/3.0) * -12.4624 * tfactors.T923 + 137.303 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -105,9 +106,13 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  69.6526 + -1.39254 * tfactors.T9i + 58.9128 * tfactors.T913i + -148.273 * tfactors.T913
                          + 9.08324 * tfactors.T9 + -0.541041 * tfactors.T953 + 70.3554 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.39254 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 58.9128 * tfactors.T943i + (1.0/3.0) * -148.273 * tfactors.T923i
                                   + 9.08324 + (5.0/3.0) * -0.541041 * tfactors.T923 + 70.3554 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -121,8 +126,8 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + He4 --> Ne20
 
@@ -137,9 +142,13 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  3.88571 + -10.3585 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.3585 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -154,9 +163,13 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  23.903 + -39.7262 * tfactors.T913i + -0.210799 * tfactors.T913
                          + 0.442879 * tfactors.T9 + -0.0797753 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.7262 * tfactors.T943i + (1.0/3.0) * -0.210799 * tfactors.T923i
                                   + 0.442879 + (5.0/3.0) * -0.0797753 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -171,9 +184,13 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  9.50848 + -12.7643 * tfactors.T9i + -3.65925 * tfactors.T913
                          + 0.714224 * tfactors.T9 + -0.00107508 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.7643 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -3.65925 * tfactors.T923i
                                   + 0.714224 + (5.0/3.0) * -0.00107508 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -187,8 +204,8 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne20 + He4 --> Mg24
 
@@ -203,9 +220,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -8.79827 + -12.7809 * tfactors.T9i + 16.9229 * tfactors.T913
                          + -2.57325 * tfactors.T9 + 0.208997 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.7809 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 16.9229 * tfactors.T923i
                                   + -2.57325 + (5.0/3.0) * 0.208997 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -220,9 +241,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  1.98307 + -9.22026 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  9.22026 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -237,9 +262,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -38.7055 + -2.50605 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.50605 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -254,9 +283,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  24.5058 + -46.2525 * tfactors.T913i + 5.58901 * tfactors.T913
                          + 7.61843 * tfactors.T9 + -3.683 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -46.2525 * tfactors.T943i + (1.0/3.0) * 5.58901 * tfactors.T923i
                                   + 7.61843 + (5.0/3.0) * -3.683 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -270,8 +303,8 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na23 + p --> Mg24
 
@@ -286,9 +319,13 @@ void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  9.0594 + -3.28029 * tfactors.T9i + -0.360588 * tfactors.T913
                          + 1.4187 * tfactors.T9 + -0.184061 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.28029 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.360588 * tfactors.T923i
                                   + 1.4187 + (5.0/3.0) * -0.184061 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -303,9 +340,13 @@ void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -5.02585 + -1.61219 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.61219 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -320,9 +361,13 @@ void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  18.9075 + -20.6428 * tfactors.T913i + 1.52954 * tfactors.T913
                          + 2.7487 * tfactors.T9 + -1.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -20.6428 * tfactors.T943i + (1.0/3.0) * 1.52954 * tfactors.T923i
                                   + 2.7487 + (5.0/3.0) * -1.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -336,8 +381,8 @@ void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg24 + He4 --> Si28
 
@@ -352,9 +397,13 @@ void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  8.03977 + -15.629 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  15.629 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -369,9 +418,13 @@ void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -50.5494 + -12.8332 * tfactors.T9i + 21.3721 * tfactors.T913i + 37.7649 * tfactors.T913
                          + -4.10635 * tfactors.T9 + 0.249618 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.8332 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 21.3721 * tfactors.T943i + (1.0/3.0) * 37.7649 * tfactors.T923i
                                   + -4.10635 + (5.0/3.0) * 0.249618 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -385,8 +438,8 @@ void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al27 + p --> Si28
 
@@ -401,9 +454,13 @@ void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -13.6664 + -1.90396 * tfactors.T9i + 23.8634 * tfactors.T913
                          + -3.70135 * tfactors.T9 + 0.28964 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.90396 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 23.8634 * tfactors.T923i
                                   + -3.70135 + (5.0/3.0) * 0.28964 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -418,9 +475,13 @@ void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  86.0234 + -0.387313 * tfactors.T9i + -26.8327 * tfactors.T913i + -116.137 * tfactors.T913
                          + 0.00950567 * tfactors.T9 + 0.00999755 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.387313 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -26.8327 * tfactors.T943i + (1.0/3.0) * -116.137 * tfactors.T923i
                                   + 0.00950567 + (5.0/3.0) * 0.00999755 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -435,9 +496,13 @@ void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  21.1065 + -23.2205 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -23.2205 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -451,8 +516,8 @@ void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Si28_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Si28_to_S32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si28 + He4 --> S32
 
@@ -467,9 +532,13 @@ void rate_He4_Si28_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  47.9212 + -59.4896 * tfactors.T913i + 4.47205 * tfactors.T913
                          + -4.78989 * tfactors.T9 + 0.557201 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -59.4896 * tfactors.T943i + (1.0/3.0) * 4.47205 * tfactors.T923i
                                   + -4.78989 + (5.0/3.0) * 0.557201 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -483,8 +552,8 @@ void rate_He4_Si28_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P31 + p --> S32
 
@@ -499,9 +568,13 @@ void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  0.821556 + -3.77704 * tfactors.T9i + 8.09341 * tfactors.T913
                          + -0.615971 * tfactors.T9 + 0.031159 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.77704 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 8.09341 * tfactors.T923i
                                   + -0.615971 + (5.0/3.0) * 0.031159 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -516,9 +589,13 @@ void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  -2.66839 + -2.25958 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.25958 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -533,9 +610,13 @@ void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  19.2596 + -25.3278 * tfactors.T913i + 6.4931 * tfactors.T913
                          + -9.27513 * tfactors.T9 + -0.610439 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -25.3278 * tfactors.T943i + (1.0/3.0) * 6.4931 * tfactors.T923i
                                   + -9.27513 + (5.0/3.0) * -0.610439 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -549,8 +630,8 @@ void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cr48_to_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cr48_to_Fe52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr48 + He4 --> Fe52
 
@@ -565,9 +646,13 @@ void rate_He4_Cr48_to_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  65.1754 + -86.7459 * tfactors.T913i + -9.79373 * tfactors.T913
                          + -0.772169 * tfactors.T9 + 0.155883 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -86.7459 * tfactors.T943i + (1.0/3.0) * -9.79373 * tfactors.T923i
                                   + -0.772169 + (5.0/3.0) * 0.155883 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -581,8 +666,8 @@ void rate_He4_Cr48_to_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Mn51_to_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Mn51_to_Fe52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn51 + p --> Fe52
 
@@ -597,9 +682,13 @@ void rate_p_Mn51_to_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.2596 + -36.1825 * tfactors.T913i + 0.873042 * tfactors.T913
                          + -2.89731 * tfactors.T9 + 0.364394 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -36.1825 * tfactors.T943i + (1.0/3.0) * 0.873042 * tfactors.T923i
                                   + -2.89731 + (5.0/3.0) * 0.364394 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -613,8 +702,8 @@ void rate_p_Mn51_to_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mn51_to_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mn51_to_Co55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn51 + He4 --> Co55
 
@@ -629,9 +718,13 @@ void rate_He4_Mn51_to_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  65.9219 + -89.274 * tfactors.T913i + -10.4373 * tfactors.T913
                          + 1.00492 * tfactors.T9 + -0.125548 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -89.274 * tfactors.T943i + (1.0/3.0) * -10.4373 * tfactors.T923i
                                   + 1.00492 + (5.0/3.0) * -0.125548 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -645,8 +738,8 @@ void rate_He4_Mn51_to_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe52_to_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe52_to_Ni56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe52 + He4 --> Ni56
 
@@ -661,9 +754,13 @@ void rate_He4_Fe52_to_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  66.6417 + -91.6819 * tfactors.T913i + -9.51885 * tfactors.T913
                          + -0.533014 * tfactors.T9 + 0.0892607 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -91.6819 * tfactors.T943i + (1.0/3.0) * -9.51885 * tfactors.T923i
                                   + -0.533014 + (5.0/3.0) * 0.0892607 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -677,8 +774,8 @@ void rate_He4_Fe52_to_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Co55_to_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Co55_to_Ni56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co55 + p --> Ni56
 
@@ -693,9 +790,13 @@ void rate_p_Co55_to_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  37.3736 + -38.1053 * tfactors.T913i + -0.210947 * tfactors.T913
                          + -2.68377 * tfactors.T9 + 0.355814 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -38.1053 * tfactors.T943i + (1.0/3.0) * -0.210947 * tfactors.T923i
                                   + -2.68377 + (5.0/3.0) * 0.355814 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -709,8 +810,8 @@ void rate_p_Co55_to_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Co55_to_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Co55_to_Cu59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co55 + He4 --> Cu59
 
@@ -725,9 +826,13 @@ void rate_He4_Co55_to_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  65.2921 + -94.1404 * tfactors.T913i + -2.62786 * tfactors.T913
                          + -2.12066 * tfactors.T9 + 0.237999 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -94.1404 * tfactors.T943i + (1.0/3.0) * -2.62786 * tfactors.T923i
                                   + -2.12066 + (5.0/3.0) * 0.237999 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -741,8 +846,8 @@ void rate_He4_Co55_to_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ni56_to_Zn60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ni56_to_Zn60_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni56 + He4 --> Zn60
 
@@ -757,9 +862,13 @@ void rate_He4_Ni56_to_Zn60_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  61.0733 + -96.4898 * tfactors.T913i + 6.47209 * tfactors.T913
                          + -5.2029 * tfactors.T9 + 0.533391 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -96.4898 * tfactors.T943i + (1.0/3.0) * 6.47209 * tfactors.T923i
                                   + -5.2029 + (5.0/3.0) * 0.533391 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -773,8 +882,8 @@ void rate_He4_Ni56_to_Zn60_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cu59_to_Zn60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cu59_to_Zn60_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu59 + p --> Zn60
 
@@ -789,9 +898,13 @@ void rate_p_Cu59_to_Zn60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  37.226 + -39.9808 * tfactors.T913i + 1.17311 * tfactors.T913
                          + -2.90486 * tfactors.T9 + 0.339644 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.9808 * tfactors.T943i + (1.0/3.0) * 1.17311 * tfactors.T923i
                                   + -2.90486 + (5.0/3.0) * 0.339644 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -805,8 +918,8 @@ void rate_p_Cu59_to_Zn60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + C12 --> p + Na23
 
@@ -821,9 +934,13 @@ void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  60.9649 + -84.165 * tfactors.T913i + -1.4191 * tfactors.T913
                          + -0.114619 * tfactors.T9 + -0.070307 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -84.165 * tfactors.T943i + (1.0/3.0) * -1.4191 * tfactors.T923i
                                   + -0.114619 + (5.0/3.0) * -0.070307 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -837,8 +954,8 @@ void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + C12 --> He4 + Ne20
 
@@ -853,9 +970,13 @@ void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  61.2863 + -84.165 * tfactors.T913i + -1.56627 * tfactors.T913
                          + -0.0736084 * tfactors.T9 + -0.072797 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -84.165 * tfactors.T943i + (1.0/3.0) * -1.56627 * tfactors.T923i
                                   + -0.0736084 + (5.0/3.0) * -0.072797 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -869,8 +990,8 @@ void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, a
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N13 + He4 --> p + O16
 
@@ -885,9 +1006,13 @@ void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  40.4644 + -35.829 * tfactors.T913i + -0.530275 * tfactors.T913
                          + -0.982462 * tfactors.T9 + 0.0808059 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -35.829 * tfactors.T943i + (1.0/3.0) * -0.530275 * tfactors.T923i
                                   + -0.982462 + (5.0/3.0) * 0.0808059 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -901,8 +1026,8 @@ void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_O16_to_p_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_O16_to_p_Al27_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + C12 --> p + Al27
 
@@ -917,9 +1042,13 @@ void rate_C12_O16_to_p_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  68.5253 + 0.205134 * tfactors.T9i + -119.242 * tfactors.T913i + 13.3667 * tfactors.T913
                          + 0.295425 * tfactors.T9 + -0.267288 * tfactors.T953 + -9.91729 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.205134 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -119.242 * tfactors.T943i + (1.0/3.0) * 13.3667 * tfactors.T923i
                                   + 0.295425 + (5.0/3.0) * -0.267288 * tfactors.T923 + -9.91729 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -933,8 +1062,8 @@ void rate_C12_O16_to_p_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_O16_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_O16_to_He4_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + C12 --> He4 + Mg24
 
@@ -949,9 +1078,13 @@ void rate_C12_O16_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  48.5341 + 0.37204 * tfactors.T9i + -133.413 * tfactors.T913i + 50.1572 * tfactors.T913
                          + -3.15987 * tfactors.T9 + 0.0178251 * tfactors.T953 + -23.7027 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.37204 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -133.413 * tfactors.T943i + (1.0/3.0) * 50.1572 * tfactors.T923i
                                   + -3.15987 + (5.0/3.0) * 0.0178251 * tfactors.T923 + -23.7027 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -965,8 +1098,8 @@ void rate_C12_O16_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, a
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_O16_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O16_O16_to_p_P31_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + O16 --> p + P31
 
@@ -981,9 +1114,13 @@ void rate_O16_O16_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  85.2628 + 0.223453 * tfactors.T9i + -145.844 * tfactors.T913i + 8.72612 * tfactors.T913
                          + -0.554035 * tfactors.T9 + -0.137562 * tfactors.T953 + -6.88807 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.223453 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -145.844 * tfactors.T943i + (1.0/3.0) * 8.72612 * tfactors.T923i
                                   + -0.554035 + (5.0/3.0) * -0.137562 * tfactors.T923 + -6.88807 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -997,8 +1134,8 @@ void rate_O16_O16_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_O16_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O16_O16_to_He4_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + O16 --> He4 + Si28
 
@@ -1013,9 +1150,13 @@ void rate_O16_O16_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  97.2435 + -0.268514 * tfactors.T9i + -119.324 * tfactors.T913i + -32.2497 * tfactors.T913
                          + 1.46214 * tfactors.T9 + -0.200893 * tfactors.T953 + 13.2148 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.268514 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -119.324 * tfactors.T943i + (1.0/3.0) * -32.2497 * tfactors.T923i
                                   + 1.46214 + (5.0/3.0) * -0.200893 * tfactors.T923 + 13.2148 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1029,8 +1170,8 @@ void rate_O16_O16_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, a
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na23 + p --> He4 + Ne20
 
@@ -1045,9 +1186,13 @@ void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -6.58736 + -2.31577 * tfactors.T9i + 19.7297 * tfactors.T913
                          + -2.20987 * tfactors.T9 + 0.153374 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.31577 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 19.7297 * tfactors.T923i
                                   + -2.20987 + (5.0/3.0) * 0.153374 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1062,9 +1207,13 @@ void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  0.0178295 + -1.86103 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.86103 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1079,9 +1228,13 @@ void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  18.9756 + -20.0024 * tfactors.T913i + 11.5988 * tfactors.T913
                          + -1.37398 * tfactors.T9 + -1.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -20.0024 * tfactors.T943i + (1.0/3.0) * 11.5988 * tfactors.T923i
                                   + -1.37398 + (5.0/3.0) * -1.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1095,8 +1248,8 @@ void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al27 + p --> He4 + Mg24
 
@@ -1111,9 +1264,13 @@ void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -7.02789 + -4.2425 * tfactors.T9i + 18.0416 * tfactors.T913
                          + -1.54137 * tfactors.T9 + 0.0847506 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.2425 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 18.0416 * tfactors.T923i
                                   + -1.54137 + (5.0/3.0) * 0.0847506 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1128,9 +1285,13 @@ void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -26.8683 + -0.963012 * tfactors.T9i + 5.18642 * tfactors.T913i + -34.7936 * tfactors.T913
                          + 168.225 * tfactors.T9 + -115.825 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.963012 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 5.18642 * tfactors.T943i + (1.0/3.0) * -34.7936 * tfactors.T923i
                                   + 168.225 + (5.0/3.0) * -115.825 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1145,9 +1306,13 @@ void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  29.4576 + -26.4162 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -26.4162 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1161,8 +1326,8 @@ void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P31 + p --> He4 + Si28
 
@@ -1177,9 +1342,13 @@ void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -10.893 + -3.42575 * tfactors.T9i + 21.521 * tfactors.T913
                          + -1.90355 * tfactors.T9 + 0.092724 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.42575 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 21.521 * tfactors.T923i
                                   + -1.90355 + (5.0/3.0) * 0.092724 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1194,9 +1363,13 @@ void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -12.919 + -1.87716 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.87716 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1211,9 +1384,13 @@ void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  60.8829 + -31.932 * tfactors.T913i + -77.0334 * tfactors.T913
                          + -43.6847 * tfactors.T9 + -4.28955 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -31.932 * tfactors.T943i + (1.0/3.0) * -77.0334 * tfactors.T923i
                                   + -43.6847 + (5.0/3.0) * -4.28955 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1227,8 +1404,8 @@ void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cr48_to_p_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cr48_to_p_Mn51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr48 + He4 --> p + Mn51
 
@@ -1243,9 +1420,13 @@ void rate_He4_Cr48_to_p_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  59.2276 + -86.7459 * tfactors.T913i + 1.05653 * tfactors.T913
                          + -1.15757 * tfactors.T9 + 0.0877546 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -86.7459 * tfactors.T943i + (1.0/3.0) * 1.05653 * tfactors.T923i
                                   + -1.15757 + (5.0/3.0) * 0.0877546 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1259,8 +1440,8 @@ void rate_He4_Cr48_to_p_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe52_to_p_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe52_to_p_Co55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe52 + He4 --> p + Co55
 
@@ -1275,9 +1456,13 @@ void rate_He4_Fe52_to_p_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  62.2207 + -91.6819 * tfactors.T913i + -0.329235 * tfactors.T913
                          + -0.780924 * tfactors.T9 + 0.0425179 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -91.6819 * tfactors.T943i + (1.0/3.0) * -0.329235 * tfactors.T923i
                                   + -0.780924 + (5.0/3.0) * 0.0425179 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1291,8 +1476,8 @@ void rate_He4_Fe52_to_p_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cu59_to_He4_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cu59_to_He4_Ni56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu59 + p --> He4 + Ni56
 
@@ -1307,9 +1492,13 @@ void rate_p_Cu59_to_He4_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  20.7688 + -39.9808 * tfactors.T913i + 13.6773 * tfactors.T913
                          + -3.76429 * tfactors.T9 + 0.438096 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.9808 * tfactors.T943i + (1.0/3.0) * 13.6773 * tfactors.T923i
                                   + -3.76429 + (5.0/3.0) * 0.438096 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1323,8 +1512,8 @@ void rate_p_Cu59_to_He4_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // 3 He4 --> C12
 
@@ -1339,9 +1528,13 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -11.7884 + -1.02446 * tfactors.T9i + -23.57 * tfactors.T913i + 20.4886 * tfactors.T913
                          + -12.9882 * tfactors.T9 + -20.0 * tfactors.T953 + -2.16667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.02446 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -23.57 * tfactors.T943i + (1.0/3.0) * 20.4886 * tfactors.T923i
                                   + -12.9882 + (5.0/3.0) * -20.0 * tfactors.T923 + -2.16667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1356,9 +1549,13 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -0.971052 + -37.06 * tfactors.T913i + 29.3493 * tfactors.T913
                          + -115.507 * tfactors.T9 + -10.0 * tfactors.T953 + -1.33333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -37.06 * tfactors.T943i + (1.0/3.0) * 29.3493 * tfactors.T923i
                                   + -115.507 + (5.0/3.0) * -10.0 * tfactors.T923 + -1.33333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1373,9 +1570,13 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -24.3505 + -4.12656 * tfactors.T9i + -13.49 * tfactors.T913i + 21.4259 * tfactors.T913
                          + -1.34769 * tfactors.T9 + 0.0879816 * tfactors.T953 + -13.1653 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.12656 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -13.49 * tfactors.T943i + (1.0/3.0) * 21.4259 * tfactors.T923i
                                   + -1.34769 + (5.0/3.0) * 0.0879816 * tfactors.T923 + -13.1653 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1389,8 +1590,8 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_N14_to_F18_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_N14_to_F18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N14 + He4 --> F18
 
@@ -1405,9 +1606,13 @@ void rate_He4_N14_to_F18_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  13.8995 + -10.9656 * tfactors.T9i + -5.6227 * tfactors.T913i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.9656 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -5.6227 * tfactors.T943i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1422,9 +1627,13 @@ void rate_He4_N14_to_F18_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  0.196838 + -5.16034 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.16034 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1439,9 +1648,13 @@ void rate_He4_N14_to_F18_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  21.5339 + -36.2504 * tfactors.T913i
                          + -5.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -36.2504 * tfactors.T943i
                                   + (5.0/3.0) * -5.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1455,8 +1668,8 @@ void rate_He4_N14_to_F18_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O16_to_F17_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O16_to_F17_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + p --> F17
 
@@ -1471,9 +1684,13 @@ void rate_p_O16_to_F17_removed(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  19.0904 + -16.696 * tfactors.T913i + -1.16252 * tfactors.T913
                          + 0.267703 * tfactors.T9 + -0.0338411 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -16.696 * tfactors.T943i + (1.0/3.0) * -1.16252 * tfactors.T923i
                                   + 0.267703 + (5.0/3.0) * -0.0338411 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1487,8 +1704,8 @@ void rate_p_O16_to_F17_removed(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_C12_to_n_Mg23_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_C12_to_n_Mg23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + C12 --> n + Mg23
 
@@ -1503,9 +1720,13 @@ void rate_C12_C12_to_n_Mg23_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -12.8056 + -30.1498 * tfactors.T9i + 11.4826 * tfactors.T913
                          + 1.82849 * tfactors.T9 + -0.34844 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  30.1498 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 11.4826 * tfactors.T923i
                                   + 1.82849 + (5.0/3.0) * -0.34844 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1519,8 +1740,8 @@ void rate_C12_C12_to_n_Mg23_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_O16_to_n_S31_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O16_O16_to_n_S31_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + O16 --> n + S31
 
@@ -1535,9 +1756,13 @@ void rate_O16_O16_to_n_S31_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  77.5491 + -0.373641 * tfactors.T9i + -120.83 * tfactors.T913i + -7.72334 * tfactors.T913
                          + -2.27939 * tfactors.T9 + 0.167655 * tfactors.T953 + 7.62001 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.373641 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -120.83 * tfactors.T943i + (1.0/3.0) * -7.72334 * tfactors.T923i
                                   + -2.27939 + (5.0/3.0) * 0.167655 * tfactors.T923 + 7.62001 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1551,8 +1776,8 @@ void rate_O16_O16_to_n_S31_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_O16_to_n_Si27_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_O16_to_n_Si27_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + C12 --> n + Si27
 
@@ -1567,9 +1792,13 @@ void rate_C12_O16_to_n_Si27_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -132.213 + -1.46479 * tfactors.T9i + -293.089 * tfactors.T913i + 414.404 * tfactors.T913
                          + -28.0562 * tfactors.T9 + 1.61807 * tfactors.T953 + -178.28 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.46479 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -293.089 * tfactors.T943i + (1.0/3.0) * 414.404 * tfactors.T923i
                                   + -28.0562 + (5.0/3.0) * 1.61807 * tfactors.T923 + -178.28 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1583,8 +1812,8 @@ void rate_C12_O16_to_n_Si27_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Mn55_to_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Mn55_to_Fe56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn55 + p --> Fe56
 
@@ -1599,9 +1828,13 @@ void rate_p_Mn55_to_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.1888 + -36.1995 * tfactors.T913i + 1.15346 * tfactors.T913
                          + -1.94437 * tfactors.T9 + 0.218429 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -36.1995 * tfactors.T943i + (1.0/3.0) * 1.15346 * tfactors.T923i
                                   + -1.94437 + (5.0/3.0) * 0.218429 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1615,8 +1848,8 @@ void rate_p_Mn55_to_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Fe52_to_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Fe52_to_Fe53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe52 + n --> Fe53
 
@@ -1631,9 +1864,13 @@ void rate_n_Fe52_to_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  15.8885 + -0.344319 * tfactors.T913
                          + 0.178277 * tfactors.T9 + -0.0334326 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.344319 * tfactors.T923i
                                   + 0.178277 + (5.0/3.0) * -0.0334326 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1647,8 +1884,8 @@ void rate_n_Fe52_to_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Fe53_to_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Fe53_to_Fe54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe53 + n --> Fe54
 
@@ -1663,9 +1900,13 @@ void rate_n_Fe53_to_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  16.4534 + -1.10421 * tfactors.T913
                          + 0.379905 * tfactors.T9 + -0.0581878 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.10421 * tfactors.T923i
                                   + 0.379905 + (5.0/3.0) * -0.0581878 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1679,8 +1920,8 @@ void rate_n_Fe53_to_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe53_to_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe53_to_Ni57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe53 + He4 --> Ni57
 
@@ -1695,9 +1936,13 @@ void rate_He4_Fe53_to_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  69.0636 + -91.7231 * tfactors.T913i + -10.1816 * tfactors.T913
                          + -0.0406303 * tfactors.T9 + 0.0345056 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -91.7231 * tfactors.T943i + (1.0/3.0) * -10.1816 * tfactors.T923i
                                   + -0.0406303 + (5.0/3.0) * 0.0345056 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1711,8 +1956,8 @@ void rate_He4_Fe53_to_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Fe54_to_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Fe54_to_Fe55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe54 + n --> Fe55
 
@@ -1727,9 +1972,13 @@ void rate_n_Fe54_to_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -0.80864 + 0.0591716 * tfactors.T9i + -8.66617 * tfactors.T913i + 26.4472 * tfactors.T913
                          + -1.9222 * tfactors.T9 + 0.0986404 * tfactors.T953 + -9.78317 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.0591716 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -8.66617 * tfactors.T943i + (1.0/3.0) * 26.4472 * tfactors.T923i
                                   + -1.9222 + (5.0/3.0) * 0.0986404 * tfactors.T923 + -9.78317 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1743,8 +1992,8 @@ void rate_n_Fe54_to_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Fe54_to_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Fe54_to_Co55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe54 + p --> Co55
 
@@ -1759,9 +2008,13 @@ void rate_p_Fe54_to_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.2304 + -37.1544 * tfactors.T913i + 0.950364 * tfactors.T913
                          + -1.77529 * tfactors.T9 + 0.198562 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -37.1544 * tfactors.T943i + (1.0/3.0) * 0.950364 * tfactors.T923i
                                   + -1.77529 + (5.0/3.0) * 0.198562 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1775,8 +2028,8 @@ void rate_p_Fe54_to_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe54_to_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe54_to_Ni58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe54 + He4 --> Ni58
 
@@ -1791,9 +2044,13 @@ void rate_He4_Fe54_to_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  60.2478 + -91.7628 * tfactors.T913i + 4.23027 * tfactors.T913
                          + -3.31305 * tfactors.T9 + 0.271293 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -91.7628 * tfactors.T943i + (1.0/3.0) * 4.23027 * tfactors.T923i
                                   + -3.31305 + (5.0/3.0) * 0.271293 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1807,8 +2064,8 @@ void rate_He4_Fe54_to_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Fe55_to_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Fe55_to_Fe56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe55 + n --> Fe56
 
@@ -1823,9 +2080,13 @@ void rate_n_Fe55_to_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  21.7202 + -0.0955677 * tfactors.T9i + 8.06062 * tfactors.T913i + -14.4809 * tfactors.T913
                          + 0.94252 * tfactors.T9 + -0.0776007 * tfactors.T953 + 6.47093 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.0955677 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 8.06062 * tfactors.T943i + (1.0/3.0) * -14.4809 * tfactors.T923i
                                   + 0.94252 + (5.0/3.0) * -0.0776007 * tfactors.T923 + 6.47093 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1839,8 +2100,8 @@ void rate_n_Fe55_to_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Fe55_to_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Fe55_to_Co56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe55 + p --> Co56
 
@@ -1855,9 +2116,13 @@ void rate_p_Fe55_to_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  35.7333 + -37.1585 * tfactors.T913i + 1.66198 * tfactors.T913
                          + -1.60842 * tfactors.T9 + 0.148916 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -37.1585 * tfactors.T943i + (1.0/3.0) * 1.66198 * tfactors.T923i
                                   + -1.60842 + (5.0/3.0) * 0.148916 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1871,8 +2136,8 @@ void rate_p_Fe55_to_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Fe56_to_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Fe56_to_Co57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe56 + p --> Co57
 
@@ -1887,9 +2152,13 @@ void rate_p_Fe56_to_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.0665 + -37.1625 * tfactors.T913i + 1.06776 * tfactors.T913
                          + -1.31689 * tfactors.T9 + 0.122089 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -37.1625 * tfactors.T943i + (1.0/3.0) * 1.06776 * tfactors.T923i
                                   + -1.31689 + (5.0/3.0) * 0.122089 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1903,8 +2172,8 @@ void rate_p_Fe56_to_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Co55_to_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Co55_to_Co56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co55 + n --> Co56
 
@@ -1919,9 +2188,13 @@ void rate_n_Co55_to_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  17.065 + -1.86357 * tfactors.T913
                          + 0.616591 * tfactors.T9 + -0.0839313 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.86357 * tfactors.T923i
                                   + 0.616591 + (5.0/3.0) * -0.0839313 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1935,8 +2208,8 @@ void rate_n_Co55_to_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Co56_to_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Co56_to_Co57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co56 + n --> Co57
 
@@ -1951,9 +2224,13 @@ void rate_n_Co56_to_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  17.3552 + -1.37855 * tfactors.T913
                          + 0.299896 * tfactors.T9 + -0.04382 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.37855 * tfactors.T923i
                                   + 0.299896 + (5.0/3.0) * -0.04382 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1967,8 +2244,8 @@ void rate_n_Co56_to_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Co56_to_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Co56_to_Ni57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co56 + p --> Ni57
 
@@ -1983,9 +2260,13 @@ void rate_p_Co56_to_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  35.5937 + -38.1094 * tfactors.T913i + 2.57091 * tfactors.T913
                          + -2.07795 * tfactors.T9 + 0.20757 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -38.1094 * tfactors.T943i + (1.0/3.0) * 2.57091 * tfactors.T923i
                                   + -2.07795 + (5.0/3.0) * 0.20757 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1999,8 +2280,8 @@ void rate_p_Co56_to_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Co57_to_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Co57_to_Ni58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co57 + p --> Ni58
 
@@ -2015,9 +2296,13 @@ void rate_p_Co57_to_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.0159 + -38.1133 * tfactors.T913i + 1.77414 * tfactors.T913
                          + -1.48268 * tfactors.T9 + 0.121073 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -38.1133 * tfactors.T943i + (1.0/3.0) * 1.77414 * tfactors.T923i
                                   + -1.48268 + (5.0/3.0) * 0.121073 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2031,8 +2316,8 @@ void rate_p_Co57_to_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ni56_to_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ni56_to_Ni57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni56 + n --> Ni57
 
@@ -2047,9 +2332,13 @@ void rate_n_Ni56_to_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  16.0765 + -1.19665 * tfactors.T913
                          + 0.507179 * tfactors.T9 + -0.074604 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.19665 * tfactors.T923i
                                   + 0.507179 + (5.0/3.0) * -0.074604 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2063,8 +2352,8 @@ void rate_n_Ni56_to_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ni57_to_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ni57_to_Ni58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni57 + n --> Ni58
 
@@ -2079,9 +2368,13 @@ void rate_n_Ni57_to_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  17.2731 + -1.90814 * tfactors.T913
                          + 0.493188 * tfactors.T9 + -0.0684633 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.90814 * tfactors.T923i
                                   + 0.493188 + (5.0/3.0) * -0.0684633 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2095,8 +2388,8 @@ void rate_n_Ni57_to_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ni58_to_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ni58_to_Cu59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni58 + p --> Cu59
 
@@ -2111,9 +2404,13 @@ void rate_p_Ni58_to_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.6662 + -39.0526 * tfactors.T913i + 1.0436 * tfactors.T913
                          + -2.10834 * tfactors.T9 + 0.239559 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.0526 * tfactors.T943i + (1.0/3.0) * 1.0436 * tfactors.T923i
                                   + -2.10834 + (5.0/3.0) * 0.239559 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2127,8 +2424,8 @@ void rate_p_Ni58_to_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mn51_to_p_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mn51_to_p_Fe54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn51 + He4 --> p + Fe54
 
@@ -2143,9 +2440,13 @@ void rate_He4_Mn51_to_p_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  62.2777 + -89.274 * tfactors.T913i + -0.862452 * tfactors.T913
                          + -0.635672 * tfactors.T9 + 0.0196464 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -89.274 * tfactors.T943i + (1.0/3.0) * -0.862452 * tfactors.T923i
                                   + -0.635672 + (5.0/3.0) * 0.0196464 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2159,8 +2460,8 @@ void rate_He4_Mn51_to_p_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe53_to_p_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe53_to_p_Co56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe53 + He4 --> p + Co56
 
@@ -2175,9 +2476,13 @@ void rate_He4_Fe53_to_p_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  54.8614 + -91.7231 * tfactors.T913i + 10.052 * tfactors.T913
                          + -3.86332 * tfactors.T9 + 0.391105 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -91.7231 * tfactors.T943i + (1.0/3.0) * 10.052 * tfactors.T923i
                                   + -3.86332 + (5.0/3.0) * 0.391105 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2191,8 +2496,8 @@ void rate_He4_Fe53_to_p_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Fe55_to_p_Mn55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Fe55_to_p_Mn55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe55 + n --> p + Mn55
 
@@ -2207,9 +2512,13 @@ void rate_n_Fe55_to_p_Mn55_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  4.70639 + 7.03052 * tfactors.T913
                          + 0.260509 * tfactors.T9 + -0.0813397 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 7.03052 * tfactors.T923i
                                   + 0.260509 + (5.0/3.0) * -0.0813397 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2223,8 +2532,8 @@ void rate_n_Fe55_to_p_Mn55_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Co55_to_p_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Co55_to_p_Fe55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co55 + n --> p + Fe55
 
@@ -2239,9 +2548,13 @@ void rate_n_Co55_to_p_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.7398 + -1.62382 * tfactors.T913
                          + 0.58115 * tfactors.T9 + -0.0537057 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.62382 * tfactors.T923i
                                   + 0.58115 + (5.0/3.0) * -0.0537057 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2255,8 +2568,8 @@ void rate_n_Co55_to_p_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Co55_to_p_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Co55_to_p_Ni58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co55 + He4 --> p + Ni58
 
@@ -2271,9 +2584,13 @@ void rate_He4_Co55_to_p_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  60.2281 + -94.1404 * tfactors.T913i + 3.39179 * tfactors.T913
                          + -1.71062 * tfactors.T9 + 0.133003 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -94.1404 * tfactors.T943i + (1.0/3.0) * 3.39179 * tfactors.T923i
                                   + -1.71062 + (5.0/3.0) * 0.133003 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2287,8 +2604,8 @@ void rate_He4_Co55_to_p_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Co56_to_p_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Co56_to_p_Fe56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co56 + n --> p + Fe56
 
@@ -2303,9 +2620,13 @@ void rate_n_Co56_to_p_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.4539 + -1.13331 * tfactors.T913
                          + 0.347185 * tfactors.T9 + -0.0328879 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.13331 * tfactors.T923i
                                   + 0.347185 + (5.0/3.0) * -0.0328879 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2319,8 +2640,8 @@ void rate_n_Co56_to_p_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Co57_to_He4_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Co57_to_He4_Fe54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co57 + p --> He4 + Fe54
 
@@ -2335,9 +2656,13 @@ void rate_p_Co57_to_He4_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -2.1962 + -38.1133 * tfactors.T913i + 29.3541 * tfactors.T913
                          + -4.75966 * tfactors.T9 + 0.40418 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -38.1133 * tfactors.T943i + (1.0/3.0) * 29.3541 * tfactors.T923i
                                   + -4.75966 + (5.0/3.0) * 0.40418 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2351,8 +2676,8 @@ void rate_p_Co57_to_He4_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ni56_to_p_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ni56_to_p_Co56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni56 + n --> p + Co56
 
@@ -2367,9 +2692,13 @@ void rate_n_Ni56_to_p_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  15.5693 + 1.76846 * tfactors.T913
                          + 0.197992 * tfactors.T9 + -0.017494 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 1.76846 * tfactors.T923i
                                   + 0.197992 + (5.0/3.0) * -0.017494 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2383,8 +2712,8 @@ void rate_n_Ni56_to_p_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ni56_to_He4_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ni56_to_He4_Fe53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni56 + n --> He4 + Fe53
 
@@ -2399,9 +2728,13 @@ void rate_n_Ni56_to_He4_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -7.84393 + 6.43259 * tfactors.T913
                          + 2.29591 * tfactors.T9 + -0.254724 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 6.43259 * tfactors.T923i
                                   + 2.29591 + (5.0/3.0) * -0.254724 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2415,8 +2748,8 @@ void rate_n_Ni56_to_He4_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ni57_to_p_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ni57_to_p_Co57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni57 + n --> p + Co57
 
@@ -2431,9 +2764,13 @@ void rate_n_Ni57_to_p_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  19.9939 + -1.13177 * tfactors.T913
                          + 0.56875 * tfactors.T9 + -0.0579913 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.13177 * tfactors.T923i
                                   + 0.56875 + (5.0/3.0) * -0.0579913 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2447,8 +2784,8 @@ void rate_n_Ni57_to_p_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ni57_to_He4_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ni57_to_He4_Fe54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni57 + n --> He4 + Fe54
 
@@ -2463,9 +2800,13 @@ void rate_n_Ni57_to_He4_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  14.5327 + 0.48562 * tfactors.T913
                          + -0.0249302 * tfactors.T9 + 0.0509605 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 0.48562 * tfactors.T923i
                                   + -0.0249302 + (5.0/3.0) * 0.0509605 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2479,8 +2820,8 @@ void rate_n_Ni57_to_He4_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ni58_to_He4_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ni58_to_He4_Fe55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni58 + n --> He4 + Fe55
 
@@ -2495,9 +2836,13 @@ void rate_n_Ni58_to_He4_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -2.03901 + 3.44996 * tfactors.T913
                          + 2.98226 * tfactors.T9 + -0.387699 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 3.44996 * tfactors.T923i
                                   + 2.98226 + (5.0/3.0) * -0.387699 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2511,8 +2856,8 @@ void rate_n_Ni58_to_He4_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cu59_to_He4_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cu59_to_He4_Co56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu59 + n --> He4 + Co56
 
@@ -2527,9 +2872,13 @@ void rate_n_Cu59_to_He4_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  11.0108 + -1.00882 * tfactors.T913
                          + 1.88993 * tfactors.T9 + -0.202319 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.00882 * tfactors.T923i
                                   + 1.88993 + (5.0/3.0) * -0.202319 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2543,8 +2892,8 @@ void rate_n_Cu59_to_He4_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Zn60_to_He4_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Zn60_to_He4_Ni57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn60 + n --> He4 + Ni57
 
@@ -2559,9 +2908,13 @@ void rate_n_Zn60_to_He4_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  12.4241 + 5.43552 * tfactors.T913
                          + -1.25169 * tfactors.T9 + 0.148383 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 5.43552 * tfactors.T923i
                                   + -1.25169 + (5.0/3.0) * 0.148383 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2575,8 +2928,8 @@ void rate_n_Zn60_to_He4_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_S32_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_S32_to_Ar36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S32 + He4 --> Ar36
 
@@ -2591,9 +2944,13 @@ void rate_He4_S32_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  48.901 + -65.3709 * tfactors.T913i + 5.68294 * tfactors.T913
                          + -5.00388 * tfactors.T9 + 0.571407 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -65.3709 * tfactors.T943i + (1.0/3.0) * 5.68294 * tfactors.T923i
                                   + -5.00388 + (5.0/3.0) * 0.571407 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2607,8 +2964,8 @@ void rate_He4_S32_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cl35_to_Ar36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl35 + p --> Ar36
 
@@ -2623,9 +2980,13 @@ void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -42.5249 + -0.564651 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.564651 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2640,9 +3001,13 @@ void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  35.6868 + -27.8971 * tfactors.T913i + -16.2304 * tfactors.T913
                          + 35.255 * tfactors.T9 + -25.8411 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -27.8971 * tfactors.T943i + (1.0/3.0) * -16.2304 * tfactors.T923i
                                   + 35.255 + (5.0/3.0) * -25.8411 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2657,9 +3022,13 @@ void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -7.84699 + -3.65092 * tfactors.T9i + 18.0179 * tfactors.T913
                          + -2.86304 * tfactors.T9 + 0.250854 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.65092 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 18.0179 * tfactors.T923i
                                   + -2.86304 + (5.0/3.0) * 0.250854 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2674,9 +3043,13 @@ void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -9.03294 + -2.00996 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.00996 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2690,8 +3063,8 @@ void rate_p_Cl35_to_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cl35_to_He4_S32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl35 + p --> He4 + S32
 
@@ -2706,9 +3079,13 @@ void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -1.01202 + -3.93495 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.93495 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2723,9 +3100,13 @@ void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -57.5294 + -0.532931 * tfactors.T9i + 25.5338 * tfactors.T913
                          + 6.45824 * tfactors.T9 + -0.950294 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.532931 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 25.5338 * tfactors.T923i
                                   + 6.45824 + (5.0/3.0) * -0.950294 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2740,9 +3121,13 @@ void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  32.12 + -30.9147 * tfactors.T913i + -1.2345 * tfactors.T913
                          + 22.5118 * tfactors.T9 + -33.0589 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -30.9147 * tfactors.T943i + (1.0/3.0) * -1.2345 * tfactors.T923i
                                   + 22.5118 + (5.0/3.0) * -33.0589 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2757,9 +3142,13 @@ void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  2.29121 + -6.00976 * tfactors.T9i + 5.33756 * tfactors.T913
                          + 1.64418 * tfactors.T9 + -0.246167 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.00976 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 5.33756 * tfactors.T923i
                                   + 1.64418 + (5.0/3.0) * -0.246167 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2773,8 +3162,8 @@ void rate_p_Cl35_to_He4_S32_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ar36_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ar36_to_Ca40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar36 + He4 --> Ca40
 
@@ -2789,9 +3178,13 @@ void rate_He4_Ar36_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  52.3486 + -71.0046 * tfactors.T913i + 4.0656 * tfactors.T913
                          + -5.26509 * tfactors.T9 + 0.683546 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -71.0046 * tfactors.T943i + (1.0/3.0) * 4.0656 * tfactors.T923i
                                   + -5.26509 + (5.0/3.0) * 0.683546 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2805,8 +3198,8 @@ void rate_He4_Ar36_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_K39_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_K39_to_Ca40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K39 + p --> Ca40
 
@@ -2821,9 +3214,13 @@ void rate_p_K39_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  2761.38 + -5.22234 * tfactors.T9i + 802.18 * tfactors.T913i + -4010.27 * tfactors.T913
                          + 1136.19 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.22234 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 802.18 * tfactors.T943i + (1.0/3.0) * -4010.27 * tfactors.T923i
                                   + 1136.19 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2838,9 +3235,13 @@ void rate_p_K39_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  588.099 + -12.5647 * tfactors.T9i + 641.844 * tfactors.T913i + -1248.49 * tfactors.T913
                          + 564.926 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.5647 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 641.844 * tfactors.T943i + (1.0/3.0) * -1248.49 * tfactors.T923i
                                   + 564.926 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2855,9 +3256,13 @@ void rate_p_K39_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  102.252 + -1.66508 * tfactors.T9i + 41.1723 * tfactors.T913i + -149.299 * tfactors.T913
                          + 10.5229 * tfactors.T9 + -0.68208 * tfactors.T953 + 59.2367 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.66508 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 41.1723 * tfactors.T943i + (1.0/3.0) * -149.299 * tfactors.T923i
                                   + 10.5229 + (5.0/3.0) * -0.68208 * tfactors.T923 + 59.2367 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2871,8 +3276,8 @@ void rate_p_K39_to_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_K39_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_K39_to_He4_Ar36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K39 + p --> He4 + Ar36
 
@@ -2887,9 +3292,13 @@ void rate_p_K39_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  20.5166 + -30.0732 * tfactors.T913i + 7.03263 * tfactors.T913
                          + -1.10085 * tfactors.T9 + 0.133768 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -30.0732 * tfactors.T943i + (1.0/3.0) * 7.03263 * tfactors.T923i
                                   + -1.10085 + (5.0/3.0) * 0.133768 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2903,8 +3312,8 @@ void rate_p_K39_to_He4_Ar36_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ca40_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ca40_to_Ti44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca40 + He4 --> Ti44
 
@@ -2919,9 +3328,13 @@ void rate_He4_Ca40_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  53.75 + -76.4273 * tfactors.T913i + 3.87451 * tfactors.T913
                          + -3.61477 * tfactors.T9 + 0.367451 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -76.4273 * tfactors.T943i + (1.0/3.0) * 3.87451 * tfactors.T923i
                                   + -3.61477 + (5.0/3.0) * 0.367451 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2935,8 +3348,8 @@ void rate_He4_Ca40_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Sc43_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Sc43_to_Ti44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc43 + p --> Ti44
 
@@ -2951,9 +3364,13 @@ void rate_p_Sc43_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.8432 + -32.1734 * tfactors.T913i + -1.77078 * tfactors.T913
                          + -2.21706 * tfactors.T9 + 0.298499 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -32.1734 * tfactors.T943i + (1.0/3.0) * -1.77078 * tfactors.T923i
                                   + -2.21706 + (5.0/3.0) * 0.298499 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2967,8 +3384,8 @@ void rate_p_Sc43_to_Ti44_removed(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Sc43_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Sc43_to_He4_Ca40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc43 + p --> He4 + Ca40
 
@@ -2983,9 +3400,13 @@ void rate_p_Sc43_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  34.8559 + -32.1734 * tfactors.T913i + 0.0296879 * tfactors.T913
                          + -0.95232 * tfactors.T9 + 0.129022 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -32.1734 * tfactors.T943i + (1.0/3.0) * 0.0296879 * tfactors.T923i
                                   + -0.95232 + (5.0/3.0) * 0.129022 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2999,8 +3420,8 @@ void rate_p_Sc43_to_He4_Ca40_removed(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ti44_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ti44_to_Cr48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti44 + He4 --> Cr48
 
@@ -3015,9 +3436,13 @@ void rate_He4_Ti44_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  64.7958 + -81.667 * tfactors.T913i + -10.6333 * tfactors.T913
                          + -0.672613 * tfactors.T9 + 0.161209 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -81.667 * tfactors.T943i + (1.0/3.0) * -10.6333 * tfactors.T923i
                                   + -0.672613 + (5.0/3.0) * 0.161209 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3031,8 +3456,8 @@ void rate_He4_Ti44_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ti44_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ti44_to_p_V47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti44 + He4 --> p + V47
 
@@ -3047,9 +3472,13 @@ void rate_He4_Ti44_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -76.5154 + -10.7931 * tfactors.T9i + 70.2835 * tfactors.T913
                          + -7.99061 * tfactors.T9 + 0.486213 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.7931 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 70.2835 * tfactors.T923i
                                   + -7.99061 + (5.0/3.0) * 0.486213 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3063,8 +3492,8 @@ void rate_He4_Ti44_to_p_V47_removed(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_V47_to_Cr48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V47 + p --> Cr48
 
@@ -3079,9 +3508,13 @@ void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  42.6798 + -6.0593 * tfactors.T9i + -34.0548 * tfactors.T913i + -3.41973 * tfactors.T913
                          + 1.16501 * tfactors.T9 + -0.105543 * tfactors.T953 + -7.70886 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.0593 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -34.0548 * tfactors.T943i + (1.0/3.0) * -3.41973 * tfactors.T923i
                                   + 1.16501 + (5.0/3.0) * -0.105543 * tfactors.T923 + -7.70886 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3096,9 +3529,13 @@ void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  511.463 + -5.29491 * tfactors.T9i + 317.171 * tfactors.T913i + -911.679 * tfactors.T913
                          + 94.4245 * tfactors.T9 + -10.1973 * tfactors.T953 + 330.727 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.29491 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 317.171 * tfactors.T943i + (1.0/3.0) * -911.679 * tfactors.T923i
                                   + 94.4245 + (5.0/3.0) * -10.1973 * tfactors.T923 + 330.727 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3113,9 +3550,13 @@ void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  23.8315 + 0.246665 * tfactors.T9i + -45.9868 * tfactors.T913i + 13.6822 * tfactors.T913
                          + -0.376902 * tfactors.T9 + -0.0194875 * tfactors.T953 + -8.42325 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.246665 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -45.9868 * tfactors.T943i + (1.0/3.0) * 13.6822 * tfactors.T923i
                                   + -0.376902 + (5.0/3.0) * -0.0194875 * tfactors.T923 + -8.42325 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3130,9 +3571,13 @@ void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  40.5626 + -0.514414 * tfactors.T9i + -110.655 * tfactors.T913i + 83.0232 * tfactors.T913
                          + -19.7762 * tfactors.T9 + 3.03961 * tfactors.T953 + -49.4742 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.514414 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -110.655 * tfactors.T943i + (1.0/3.0) * 83.0232 * tfactors.T923i
                                   + -19.7762 + (5.0/3.0) * 3.03961 * tfactors.T923 + -49.4742 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3145,781 +3590,1331 @@ void rate_p_V47_to_Cr48_removed(const tf_t& tfactors, amrex::Real& rate, amrex::
 
 }
 
-template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_N14_to_Ne20_modified(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    // N14 + 1.5 He4 --> Ne20 (calls the underlying rate)
-
-    rate_He4_N14_to_F18_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-}
-
-template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O16_to_N14_He4_modified(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    // O16 + p + p --> N14 + He4 (calls the underlying rate)
-
-    rate_p_O16_to_F17_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-}
-
-template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_C12_to_Mg24_modified(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    // C12 + C12 --> Mg24 (calls the underlying rate)
-
-    rate_C12_C12_to_n_Mg23_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-}
-
-template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_O16_to_S32_modified(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    // O16 + O16 --> S32 (calls the underlying rate)
-
-    rate_O16_O16_to_n_S31_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-}
-
-template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_O16_to_Si28_modified(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    // O16 + C12 --> Si28 (calls the underlying rate)
-
-    rate_C12_O16_to_n_Si27_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-}
-
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_S32_He4_to_Ar36_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ag = rate_eval.screened_rates(k_He4_S32_to_Ar36_removed);
-    amrex::Real r_ap = rate_eval.screened_rates(k_He4_S32_to_p_Cl35_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Cl35_to_Ar36_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Cl35_to_He4_S32_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ag + r_ap * r_pg * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_removed);
-        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_removed);
-        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ar36_to_S32_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ga = rate_eval.screened_rates(k_Ar36_to_He4_S32_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Cl35_to_He4_S32_removed);
-    amrex::Real r_gp = rate_eval.screened_rates(k_Ar36_to_p_Cl35_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Cl35_to_Ar36_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ga + r_gp * r_pa * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ar36_to_He4_S32_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_removed);
-        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ar36_to_p_Cl35_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_removed);
-        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ar36_He4_to_Ca40_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ar36_to_Ca40_removed);
-    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ar36_to_p_K39_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_K39_to_Ca40_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_K39_to_He4_Ar36_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ag + r_ap * r_pg * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_removed);
-        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_removed);
-        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca40_to_Ar36_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ga = rate_eval.screened_rates(k_Ca40_to_He4_Ar36_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_K39_to_He4_Ar36_removed);
-    amrex::Real r_gp = rate_eval.screened_rates(k_Ca40_to_p_K39_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_K39_to_Ca40_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ga + r_gp * r_pa * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ca40_to_He4_Ar36_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_removed);
-        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ca40_to_p_K39_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_removed);
-        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca40_He4_to_Ti44_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ca40_to_Ti44_removed);
-    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Sc43_to_Ti44_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ag + r_ap * r_pg * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_removed);
-        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_removed);
-        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti44_to_Ca40_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ga = rate_eval.screened_rates(k_Ti44_to_He4_Ca40_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_removed);
-    amrex::Real r_gp = rate_eval.screened_rates(k_Ti44_to_p_Sc43_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_Sc43_to_Ti44_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ga + r_gp * r_pa * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Ti44_to_He4_Ca40_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_removed);
-        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Ti44_to_p_Sc43_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_removed);
-        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti44_He4_to_Cr48_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ag = rate_eval.screened_rates(k_He4_Ti44_to_Cr48_removed);
-    amrex::Real r_ap = rate_eval.screened_rates(k_He4_Ti44_to_p_V47_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_V47_to_Cr48_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_V47_to_He4_Ti44_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ag + r_ap * r_pg * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ag = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_removed);
-        amrex::Real drdT_ap = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_removed);
-        drate_dT = drdT_ag + drdT_ap * r_pg * dd + r_ap * drdT_pg * dd - r_ap * r_pg * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr48_to_Ti44_He4_approx(const T& rate_eval, amrex::Real& rate, amrex::Real& drate_dT) {
-
-    amrex::Real r_ga = rate_eval.screened_rates(k_Cr48_to_He4_Ti44_removed);
-    amrex::Real r_pa = rate_eval.screened_rates(k_p_V47_to_He4_Ti44_removed);
-    amrex::Real r_gp = rate_eval.screened_rates(k_Cr48_to_p_V47_removed);
-    amrex::Real r_pg = rate_eval.screened_rates(k_p_V47_to_Cr48_removed);
-    amrex::Real dd = 1.0_rt / (r_pg + r_pa);
-    rate = r_ga + r_gp * r_pa * dd;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        amrex::Real drdT_ga = rate_eval.dscreened_rates_dT(k_Cr48_to_He4_Ti44_removed);
-        amrex::Real drdT_pa = rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_removed);
-        amrex::Real drdT_gp = rate_eval.dscreened_rates_dT(k_Cr48_to_p_V47_removed);
-        amrex::Real drdT_pg = rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_removed);
-        drate_dT = drdT_ga + drdT_gp * r_pa * dd + r_gp * drdT_pa * dd - r_gp * r_pa * dd * dd * (drdT_pg + drdT_pa);
-    }
-}
-
-
-template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void
-fill_reaclib_rates(const tf_t& tfactors, T& rate_eval)
-{
-
-    amrex::Real rate;
-    amrex::Real drate_dT;
-
-    rate_p_C12_to_N13_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_C12_to_N13_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib) = drate_dT;
-
-    }
-    rate_He4_C12_to_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = drate_dT;
-
-    }
-    rate_He4_O16_to_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ne20_to_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib) = drate_dT;
-
-    }
-    rate_p_Na23_to_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Na23_to_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_Mg24_reaclib) = drate_dT;
-
-    }
-    rate_He4_Mg24_to_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Mg24_to_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_Si28_reaclib) = drate_dT;
-
-    }
-    rate_p_Al27_to_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Al27_to_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_Si28_reaclib) = drate_dT;
-
-    }
-    rate_He4_Si28_to_S32_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Si28_to_S32_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_S32_reaclib) = drate_dT;
-
-    }
-    rate_p_P31_to_S32_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_P31_to_S32_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_P31_to_S32_reaclib) = drate_dT;
-
-    }
-    rate_He4_Cr48_to_Fe52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cr48_to_Fe52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cr48_to_Fe52_reaclib) = drate_dT;
-
-    }
-    rate_p_Mn51_to_Fe52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Mn51_to_Fe52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_reaclib) = drate_dT;
-
-    }
-    rate_He4_Mn51_to_Co55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Mn51_to_Co55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mn51_to_Co55_reaclib) = drate_dT;
-
-    }
-    rate_He4_Fe52_to_Ni56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Fe52_to_Ni56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_reaclib) = drate_dT;
-
-    }
-    rate_p_Co55_to_Ni56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Co55_to_Ni56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_reaclib) = drate_dT;
-
-    }
-    rate_He4_Co55_to_Cu59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Co55_to_Cu59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Co55_to_Cu59_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ni56_to_Zn60_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ni56_to_Zn60_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ni56_to_Zn60_reaclib) = drate_dT;
-
-    }
-    rate_p_Cu59_to_Zn60_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cu59_to_Zn60_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cu59_to_Zn60_reaclib) = drate_dT;
-
-    }
-    rate_C12_C12_to_p_Na23_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib) = drate_dT;
-
-    }
-    rate_C12_C12_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib) = drate_dT;
-
-    }
-    rate_He4_N13_to_p_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib) = drate_dT;
-
-    }
-    rate_C12_O16_to_p_Al27_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_O16_to_p_Al27_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_p_Al27_reaclib) = drate_dT;
-
-    }
-    rate_C12_O16_to_He4_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_O16_to_He4_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_He4_Mg24_reaclib) = drate_dT;
-
-    }
-    rate_O16_O16_to_p_P31_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O16_O16_to_p_P31_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_p_P31_reaclib) = drate_dT;
-
-    }
-    rate_O16_O16_to_He4_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O16_O16_to_He4_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_He4_Si28_reaclib) = drate_dT;
-
-    }
-    rate_p_Na23_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Na23_to_He4_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_He4_Ne20_reaclib) = drate_dT;
-
-    }
-    rate_p_Al27_to_He4_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Al27_to_He4_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_He4_Mg24_reaclib) = drate_dT;
-
-    }
-    rate_p_P31_to_He4_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_P31_to_He4_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_P31_to_He4_Si28_reaclib) = drate_dT;
-
-    }
-    rate_He4_Cr48_to_p_Mn51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cr48_to_p_Mn51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cr48_to_p_Mn51_reaclib) = drate_dT;
-
-    }
-    rate_He4_Fe52_to_p_Co55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Fe52_to_p_Co55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_Co55_reaclib) = drate_dT;
-
-    }
-    rate_p_Cu59_to_He4_Ni56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cu59_to_He4_Ni56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cu59_to_He4_Ni56_reaclib) = drate_dT;
-
-    }
-    rate_He4_He4_He4_to_C12_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib) = drate_dT;
-
-    }
-    rate_He4_N14_to_F18_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_N14_to_F18_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_N14_to_F18_removed) = drate_dT;
-
-    }
-    rate_p_O16_to_F17_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_O16_to_F17_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O16_to_F17_removed) = drate_dT;
-
-    }
-    rate_C12_C12_to_n_Mg23_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_C12_to_n_Mg23_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_n_Mg23_removed) = drate_dT;
-
-    }
-    rate_O16_O16_to_n_S31_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O16_O16_to_n_S31_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_n_S31_removed) = drate_dT;
-
-    }
-    rate_C12_O16_to_n_Si27_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_O16_to_n_Si27_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_n_Si27_removed) = drate_dT;
-
-    }
-    rate_p_Mn55_to_Fe56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Mn55_to_Fe56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Mn55_to_Fe56_reaclib) = drate_dT;
-
-    }
-    rate_n_Fe52_to_Fe53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Fe52_to_Fe53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Fe52_to_Fe53_reaclib) = drate_dT;
-
-    }
-    rate_n_Fe53_to_Fe54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Fe53_to_Fe54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Fe53_to_Fe54_reaclib) = drate_dT;
-
-    }
-    rate_He4_Fe53_to_Ni57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Fe53_to_Ni57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe53_to_Ni57_reaclib) = drate_dT;
-
-    }
-    rate_n_Fe54_to_Fe55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Fe54_to_Fe55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Fe54_to_Fe55_reaclib) = drate_dT;
-
-    }
-    rate_p_Fe54_to_Co55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Fe54_to_Co55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Fe54_to_Co55_reaclib) = drate_dT;
-
-    }
-    rate_He4_Fe54_to_Ni58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Fe54_to_Ni58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe54_to_Ni58_reaclib) = drate_dT;
-
-    }
-    rate_n_Fe55_to_Fe56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Fe55_to_Fe56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Fe55_to_Fe56_reaclib) = drate_dT;
-
-    }
-    rate_p_Fe55_to_Co56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Fe55_to_Co56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Fe55_to_Co56_reaclib) = drate_dT;
-
-    }
-    rate_p_Fe56_to_Co57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Fe56_to_Co57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Fe56_to_Co57_reaclib) = drate_dT;
-
-    }
-    rate_n_Co55_to_Co56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Co55_to_Co56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Co55_to_Co56_reaclib) = drate_dT;
-
-    }
-    rate_n_Co56_to_Co57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Co56_to_Co57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Co56_to_Co57_reaclib) = drate_dT;
-
-    }
-    rate_p_Co56_to_Ni57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Co56_to_Ni57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Co56_to_Ni57_reaclib) = drate_dT;
-
-    }
-    rate_p_Co57_to_Ni58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Co57_to_Ni58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Co57_to_Ni58_reaclib) = drate_dT;
-
-    }
-    rate_n_Ni56_to_Ni57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ni56_to_Ni57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ni56_to_Ni57_reaclib) = drate_dT;
-
-    }
-    rate_n_Ni57_to_Ni58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ni57_to_Ni58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ni57_to_Ni58_reaclib) = drate_dT;
-
-    }
-    rate_p_Ni58_to_Cu59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ni58_to_Cu59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ni58_to_Cu59_reaclib) = drate_dT;
-
-    }
-    rate_He4_Mn51_to_p_Fe54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Mn51_to_p_Fe54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mn51_to_p_Fe54_reaclib) = drate_dT;
-
-    }
-    rate_He4_Fe53_to_p_Co56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Fe53_to_p_Co56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe53_to_p_Co56_reaclib) = drate_dT;
-
-    }
-    rate_n_Fe55_to_p_Mn55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Fe55_to_p_Mn55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Fe55_to_p_Mn55_reaclib) = drate_dT;
-
-    }
-    rate_n_Co55_to_p_Fe55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Co55_to_p_Fe55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Co55_to_p_Fe55_reaclib) = drate_dT;
-
-    }
-    rate_He4_Co55_to_p_Ni58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Co55_to_p_Ni58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Co55_to_p_Ni58_reaclib) = drate_dT;
-
-    }
-    rate_n_Co56_to_p_Fe56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Co56_to_p_Fe56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Co56_to_p_Fe56_reaclib) = drate_dT;
-
-    }
-    rate_p_Co57_to_He4_Fe54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Co57_to_He4_Fe54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Co57_to_He4_Fe54_reaclib) = drate_dT;
-
-    }
-    rate_n_Ni56_to_p_Co56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ni56_to_p_Co56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ni56_to_p_Co56_reaclib) = drate_dT;
-
-    }
-    rate_n_Ni56_to_He4_Fe53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ni56_to_He4_Fe53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ni56_to_He4_Fe53_reaclib) = drate_dT;
-
-    }
-    rate_n_Ni57_to_p_Co57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ni57_to_p_Co57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ni57_to_p_Co57_reaclib) = drate_dT;
-
-    }
-    rate_n_Ni57_to_He4_Fe54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ni57_to_He4_Fe54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ni57_to_He4_Fe54_reaclib) = drate_dT;
-
-    }
-    rate_n_Ni58_to_He4_Fe55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ni58_to_He4_Fe55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ni58_to_He4_Fe55_reaclib) = drate_dT;
-
-    }
-    rate_n_Cu59_to_He4_Co56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cu59_to_He4_Co56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cu59_to_He4_Co56_reaclib) = drate_dT;
-
-    }
-    rate_n_Zn60_to_He4_Ni57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Zn60_to_He4_Ni57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Zn60_to_He4_Ni57_reaclib) = drate_dT;
-
-    }
-    rate_He4_S32_to_Ar36_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_S32_to_Ar36_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_removed) = drate_dT;
-
-    }
-    rate_p_Cl35_to_Ar36_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cl35_to_Ar36_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_removed) = drate_dT;
-
-    }
-    rate_p_Cl35_to_He4_S32_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cl35_to_He4_S32_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_removed) = drate_dT;
-
-    }
-    rate_He4_Ar36_to_Ca40_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ar36_to_Ca40_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_removed) = drate_dT;
-
-    }
-    rate_p_K39_to_Ca40_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_K39_to_Ca40_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_removed) = drate_dT;
-
-    }
-    rate_p_K39_to_He4_Ar36_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_K39_to_He4_Ar36_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_removed) = drate_dT;
-
-    }
-    rate_He4_Ca40_to_Ti44_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ca40_to_Ti44_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_removed) = drate_dT;
-
-    }
-    rate_p_Sc43_to_Ti44_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Sc43_to_Ti44_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_removed) = drate_dT;
-
-    }
-    rate_p_Sc43_to_He4_Ca40_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_removed) = drate_dT;
-
-    }
-    rate_He4_Ti44_to_Cr48_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ti44_to_Cr48_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_removed) = drate_dT;
-
-    }
-    rate_He4_Ti44_to_p_V47_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ti44_to_p_V47_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_removed) = drate_dT;
-
-    }
-    rate_p_V47_to_Cr48_removed<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_V47_to_Cr48_removed) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_removed) = drate_dT;
-
-    }
-    rate_He4_N14_to_Ne20_modified<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_N14_to_Ne20_modified) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_N14_to_Ne20_modified) = drate_dT;
-
-    }
-    rate_p_O16_to_N14_He4_modified<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_O16_to_N14_He4_modified) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O16_to_N14_He4_modified) = drate_dT;
-
-    }
-    rate_C12_C12_to_Mg24_modified<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_C12_to_Mg24_modified) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_Mg24_modified) = drate_dT;
-
-    }
-    rate_O16_O16_to_S32_modified<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O16_O16_to_S32_modified) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_S32_modified) = drate_dT;
-
-    }
-    rate_C12_O16_to_Si28_modified<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_O16_to_Si28_modified) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_Si28_modified) = drate_dT;
-
-    }
-
-}
 
 template <int do_T_derivatives, typename T>
 AMREX_GPU_HOST_DEVICE AMREX_INLINE
 void
-fill_approx_rates([[maybe_unused]] const tf_t& tfactors,
-                  [[maybe_unused]] const amrex::Real rho,
-                  [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
-                  [[maybe_unused]] T& rate_eval)
+fill_reaclib_rates([[maybe_unused]] const tf_t& tfactors,
+                   [[maybe_unused]] T& rate_eval)
 {
 
-    [[maybe_unused]] amrex::Real rate{};
-    [[maybe_unused]] amrex::Real drate_dT{};
-
-    rate_S32_He4_to_Ar36_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_S32_He4_to_Ar36_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_S32_He4_to_Ar36_approx) = drate_dT;
+    [[maybe_unused]] amrex::Real rate;
+    [[maybe_unused]] amrex::Real drate_dT;
 
-    }
-    rate_Ar36_to_S32_He4_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ar36_to_S32_He4_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ar36_to_S32_He4_approx) = drate_dT;
-
-    }
-    rate_Ar36_He4_to_Ca40_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ar36_He4_to_Ca40_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ar36_He4_to_Ca40_approx) = drate_dT;
-
-    }
-    rate_Ca40_to_Ar36_He4_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ca40_to_Ar36_He4_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca40_to_Ar36_He4_approx) = drate_dT;
-
-    }
-    rate_Ca40_He4_to_Ti44_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ca40_He4_to_Ti44_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca40_He4_to_Ti44_approx) = drate_dT;
-
-    }
-    rate_Ti44_to_Ca40_He4_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ti44_to_Ca40_He4_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti44_to_Ca40_He4_approx) = drate_dT;
-
-    }
-    rate_Ti44_He4_to_Cr48_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Ti44_He4_to_Cr48_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti44_He4_to_Cr48_approx) = drate_dT;
+    {
+        // p_C12_to_N13_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_C12);
+        }
+#endif
+        rate_p_C12_to_N13_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_C12_to_N13_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_C12_to_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_C12);
+        }
+#endif
+        rate_He4_C12_to_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O16_to_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O16);
+        }
+#endif
+        rate_He4_O16_to_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ne20_to_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ne20);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ne20);
+        }
+#endif
+        rate_He4_Ne20_to_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Na23_to_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Na23);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Na23);
+        }
+#endif
+        rate_p_Na23_to_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Na23_to_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Na23_to_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mg24_to_Si28_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mg24);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mg24);
+        }
+#endif
+        rate_He4_Mg24_to_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Mg24_to_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mg24_to_Si28_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Al27_to_Si28_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Al27);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Al27);
+        }
+#endif
+        rate_p_Al27_to_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Al27_to_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Al27_to_Si28_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Si28_to_S32_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Si28);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Si28);
+        }
+#endif
+        rate_He4_Si28_to_S32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Si28_to_S32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Si28_to_S32_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_P31_to_S32_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_P31);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_P31);
+        }
+#endif
+        rate_p_P31_to_S32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_P31_to_S32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_P31_to_S32_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cr48_to_Fe52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cr48);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cr48);
+        }
+#endif
+        rate_He4_Cr48_to_Fe52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cr48_to_Fe52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cr48_to_Fe52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Mn51_to_Fe52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Mn51);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Mn51);
+        }
+#endif
+        rate_p_Mn51_to_Fe52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Mn51_to_Fe52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mn51_to_Co55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mn51);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mn51);
+        }
+#endif
+        rate_He4_Mn51_to_Co55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Mn51_to_Co55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mn51_to_Co55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe52_to_Ni56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe52);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe52);
+        }
+#endif
+        rate_He4_Fe52_to_Ni56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Fe52_to_Ni56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Co55_to_Ni56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Co55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Co55);
+        }
+#endif
+        rate_p_Co55_to_Ni56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Co55_to_Ni56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Co55_to_Cu59_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Co55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Co55);
+        }
+#endif
+        rate_He4_Co55_to_Cu59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Co55_to_Cu59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Co55_to_Cu59_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ni56_to_Zn60_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ni56);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ni56);
+        }
+#endif
+        rate_He4_Ni56_to_Zn60_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ni56_to_Zn60_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ni56_to_Zn60_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cu59_to_Zn60_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cu59);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cu59);
+        }
+#endif
+        rate_p_Cu59_to_Zn60_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cu59_to_Zn60_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cu59_to_Zn60_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_C12_to_p_Na23_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_C12);
+        }
+#endif
+        rate_C12_C12_to_p_Na23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_C12_to_He4_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_C12);
+        }
+#endif
+        rate_C12_C12_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_N13_to_p_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_N13);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_N13);
+        }
+#endif
+        rate_He4_N13_to_p_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_O16_to_p_Al27_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_O16);
+        }
+#endif
+        rate_C12_O16_to_p_Al27_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_O16_to_p_Al27_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_O16_to_p_Al27_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_O16_to_He4_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_O16);
+        }
+#endif
+        rate_C12_O16_to_He4_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_O16_to_He4_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_O16_to_He4_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // O16_O16_to_p_P31_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_O16_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_O16_O16);
+        }
+#endif
+        rate_O16_O16_to_p_P31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O16_O16_to_p_P31_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O16_O16_to_p_P31_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // O16_O16_to_He4_Si28_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_O16_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_O16_O16);
+        }
+#endif
+        rate_O16_O16_to_He4_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O16_O16_to_He4_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O16_O16_to_He4_Si28_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Na23_to_He4_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Na23);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Na23);
+        }
+#endif
+        rate_p_Na23_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Na23_to_He4_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Na23_to_He4_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Al27_to_He4_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Al27);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Al27);
+        }
+#endif
+        rate_p_Al27_to_He4_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Al27_to_He4_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Al27_to_He4_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_P31_to_He4_Si28_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_P31);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_P31);
+        }
+#endif
+        rate_p_P31_to_He4_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_P31_to_He4_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_P31_to_He4_Si28_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cr48_to_p_Mn51_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cr48);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cr48);
+        }
+#endif
+        rate_He4_Cr48_to_p_Mn51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cr48_to_p_Mn51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cr48_to_p_Mn51_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe52_to_p_Co55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe52);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe52);
+        }
+#endif
+        rate_He4_Fe52_to_p_Co55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Fe52_to_p_Co55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_Co55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cu59_to_He4_Ni56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cu59);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cu59);
+        }
+#endif
+        rate_p_Cu59_to_He4_Ni56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cu59_to_He4_Ni56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cu59_to_He4_Ni56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_He4_He4_to_C12_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_He4) + rate_eval.log_screen(k_He4_Be8);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_He4) + rate_eval.dlog_screen_dT(k_He4_Be8);
+        }
+#endif
+        rate_He4_He4_He4_to_C12_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_N14_to_F18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_N14);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_N14);
+        }
+#endif
+        rate_He4_N14_to_F18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_N14_to_F18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_N14_to_F18_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_O16_to_F17_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O16);
+        }
+#endif
+        rate_p_O16_to_F17_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_O16_to_F17_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O16_to_F17_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_C12_to_n_Mg23_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_C12);
+        }
+#endif
+        rate_C12_C12_to_n_Mg23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_C12_to_n_Mg23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_C12_to_n_Mg23_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // O16_O16_to_n_S31_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_O16_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_O16_O16);
+        }
+#endif
+        rate_O16_O16_to_n_S31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O16_O16_to_n_S31_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O16_O16_to_n_S31_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_O16_to_n_Si27_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_O16);
+        }
+#endif
+        rate_C12_O16_to_n_Si27_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_O16_to_n_Si27_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_O16_to_n_Si27_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Mn55_to_Fe56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Mn55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Mn55);
+        }
+#endif
+        rate_p_Mn55_to_Fe56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Mn55_to_Fe56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Mn55_to_Fe56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Fe52_to_Fe53_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Fe52_to_Fe53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Fe52_to_Fe53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Fe52_to_Fe53_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Fe53_to_Fe54_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Fe53_to_Fe54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Fe53_to_Fe54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Fe53_to_Fe54_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe53_to_Ni57_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe53);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe53);
+        }
+#endif
+        rate_He4_Fe53_to_Ni57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Fe53_to_Ni57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe53_to_Ni57_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Fe54_to_Fe55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Fe54_to_Fe55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Fe54_to_Fe55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Fe54_to_Fe55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Fe54_to_Co55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Fe54);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Fe54);
+        }
+#endif
+        rate_p_Fe54_to_Co55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Fe54_to_Co55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Fe54_to_Co55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe54_to_Ni58_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe54);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe54);
+        }
+#endif
+        rate_He4_Fe54_to_Ni58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Fe54_to_Ni58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe54_to_Ni58_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Fe55_to_Fe56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Fe55_to_Fe56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Fe55_to_Fe56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Fe55_to_Fe56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Fe55_to_Co56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Fe55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Fe55);
+        }
+#endif
+        rate_p_Fe55_to_Co56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Fe55_to_Co56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Fe55_to_Co56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Fe56_to_Co57_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Fe56);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Fe56);
+        }
+#endif
+        rate_p_Fe56_to_Co57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Fe56_to_Co57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Fe56_to_Co57_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Co55_to_Co56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Co55_to_Co56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Co55_to_Co56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Co55_to_Co56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Co56_to_Co57_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Co56_to_Co57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Co56_to_Co57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Co56_to_Co57_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Co56_to_Ni57_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Co56);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Co56);
+        }
+#endif
+        rate_p_Co56_to_Ni57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Co56_to_Ni57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Co56_to_Ni57_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Co57_to_Ni58_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Co57);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Co57);
+        }
+#endif
+        rate_p_Co57_to_Ni58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Co57_to_Ni58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Co57_to_Ni58_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ni56_to_Ni57_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ni56_to_Ni57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ni56_to_Ni57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ni56_to_Ni57_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ni57_to_Ni58_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ni57_to_Ni58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ni57_to_Ni58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ni57_to_Ni58_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ni58_to_Cu59_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ni58);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ni58);
+        }
+#endif
+        rate_p_Ni58_to_Cu59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ni58_to_Cu59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ni58_to_Cu59_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mn51_to_p_Fe54_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mn51);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mn51);
+        }
+#endif
+        rate_He4_Mn51_to_p_Fe54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Mn51_to_p_Fe54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mn51_to_p_Fe54_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe53_to_p_Co56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe53);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe53);
+        }
+#endif
+        rate_He4_Fe53_to_p_Co56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Fe53_to_p_Co56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe53_to_p_Co56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Fe55_to_p_Mn55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Fe55_to_p_Mn55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Fe55_to_p_Mn55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Fe55_to_p_Mn55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Co55_to_p_Fe55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Co55_to_p_Fe55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Co55_to_p_Fe55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Co55_to_p_Fe55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Co55_to_p_Ni58_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Co55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Co55);
+        }
+#endif
+        rate_He4_Co55_to_p_Ni58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Co55_to_p_Ni58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Co55_to_p_Ni58_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Co56_to_p_Fe56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Co56_to_p_Fe56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Co56_to_p_Fe56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Co56_to_p_Fe56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Co57_to_He4_Fe54_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Co57);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Co57);
+        }
+#endif
+        rate_p_Co57_to_He4_Fe54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Co57_to_He4_Fe54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Co57_to_He4_Fe54_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ni56_to_p_Co56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ni56_to_p_Co56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ni56_to_p_Co56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ni56_to_p_Co56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ni56_to_He4_Fe53_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ni56_to_He4_Fe53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ni56_to_He4_Fe53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ni56_to_He4_Fe53_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ni57_to_p_Co57_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ni57_to_p_Co57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ni57_to_p_Co57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ni57_to_p_Co57_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ni57_to_He4_Fe54_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ni57_to_He4_Fe54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ni57_to_He4_Fe54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ni57_to_He4_Fe54_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ni58_to_He4_Fe55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ni58_to_He4_Fe55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ni58_to_He4_Fe55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ni58_to_He4_Fe55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cu59_to_He4_Co56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cu59_to_He4_Co56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cu59_to_He4_Co56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cu59_to_He4_Co56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Zn60_to_He4_Ni57_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Zn60_to_He4_Ni57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Zn60_to_He4_Ni57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Zn60_to_He4_Ni57_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_S32_to_Ar36_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_S32);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_S32);
+        }
+#endif
+        rate_He4_S32_to_Ar36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_S32_to_Ar36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cl35_to_Ar36_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cl35);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cl35);
+        }
+#endif
+        rate_p_Cl35_to_Ar36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cl35_to_Ar36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cl35_to_He4_S32_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cl35);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cl35);
+        }
+#endif
+        rate_p_Cl35_to_He4_S32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cl35_to_He4_S32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ar36_to_Ca40_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ar36);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ar36);
+        }
+#endif
+        rate_He4_Ar36_to_Ca40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ar36_to_Ca40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_K39_to_Ca40_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_K39);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_K39);
+        }
+#endif
+        rate_p_K39_to_Ca40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_K39_to_Ca40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_K39_to_He4_Ar36_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_K39);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_K39);
+        }
+#endif
+        rate_p_K39_to_He4_Ar36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_K39_to_He4_Ar36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ca40_to_Ti44_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ca40);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ca40);
+        }
+#endif
+        rate_He4_Ca40_to_Ti44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ca40_to_Ti44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Sc43_to_Ti44_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Sc43);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Sc43);
+        }
+#endif
+        rate_p_Sc43_to_Ti44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Sc43_to_Ti44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Sc43_to_He4_Ca40_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Sc43);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Sc43);
+        }
+#endif
+        rate_p_Sc43_to_He4_Ca40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ti44_to_Cr48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ti44);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ti44);
+        }
+#endif
+        rate_He4_Ti44_to_Cr48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ti44_to_Cr48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ti44_to_p_V47_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ti44);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ti44);
+        }
+#endif
+        rate_He4_Ti44_to_p_V47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ti44_to_p_V47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_V47_to_Cr48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_V47);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_V47);
+        }
+#endif
+        rate_p_V47_to_Cr48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_V47_to_Cr48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_reaclib) = drate_dT;
+        }
     }
-    rate_Cr48_to_Ti44_He4_approx<T>(rate_eval, rate, drate_dT);
-    rate_eval.screened_rates(k_Cr48_to_Ti44_He4_approx) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr48_to_Ti44_He4_approx) = drate_dT;
 
-    }
 
 }
 
diff --git a/networks/he-burn/he-burn-33am/table_rates.H b/networks/he-burn/he-burn-33am/table_rates.H
index 6ad3579660..e6ff95637d 100644
--- a/networks/he-burn/he-burn-33am/table_rates.H
+++ b/networks/he-burn/he-burn-33am/table_rates.H
@@ -55,11 +55,11 @@ constexpr int add_vars = 1;  // 1 Additional Var in entries
 namespace rate_tables
 {
     // Co55 --> Fe55
-    inline AMREX_GPU_MANAGED table_t j_Co55_Fe55_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Co55_Fe55_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Co55_Fe55_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Co55_Fe55_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Co55_Fe55_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Co55_Fe55_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Co55_Fe55_data{
 -5.121806,       -5.121938,       -5.121955,       -5.121967,        -5.12188,       -5.119711,       -5.091033,       -4.982213,       -4.404988,       -3.029783,       -0.975611,        1.855007,        4.619042,  // RATE
 -5.120151,       -5.121377,        -5.12155,       -5.121665,       -5.121688,       -5.119592,       -5.090962,       -4.982213,       -4.404988,       -3.029783,       -0.975611,        1.855007,        4.619042,
@@ -97,11 +97,11 @@ namespace rate_tables
          };
 
     // Fe55 --> Co55
-    inline AMREX_GPU_MANAGED table_t j_Fe55_Co55_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Fe55_Co55_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Fe55_Co55_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Fe55_Co55_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Fe55_Co55_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Fe55_Co55_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Fe55_Co55_data{
 -99.69797,       -99.69797,      -92.415981,      -47.517995,      -28.342991,      -21.427754,      -15.876279,      -12.929251,       -9.569698,       -6.204919,       -3.169744,        0.133879,        2.923101,  // RATE
 -99.69797,       -99.69797,      -93.415809,      -48.517953,      -28.756976,      -21.448741,      -15.878248,      -12.929251,       -9.569698,       -6.204919,       -3.169744,        0.133879,        2.923101,
@@ -139,11 +139,11 @@ namespace rate_tables
          };
 
     // Fe55 --> Mn55
-    inline AMREX_GPU_MANAGED table_t j_Fe55_Mn55_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Fe55_Mn55_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Fe55_Mn55_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Fe55_Mn55_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Fe55_Mn55_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Fe55_Mn55_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Fe55_Mn55_data{
 -10.838,         -11.304,         -11.414,         -11.473,      -10.806998,       -9.418944,       -8.076893,       -7.179361,       -5.859274,       -4.119889,         -1.7138,         1.54065,        4.430056,  // RATE
 -9.859,         -10.305,         -10.414,         -10.473,      -10.393999,       -9.396946,       -8.075898,       -7.179361,       -5.859274,       -4.119889,         -1.7138,         1.54065,        4.430056,
@@ -181,11 +181,11 @@ namespace rate_tables
          };
 
     // Mn55 --> Fe55
-    inline AMREX_GPU_MANAGED table_t j_Mn55_Fe55_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Mn55_Fe55_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Mn55_Fe55_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Mn55_Fe55_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Mn55_Fe55_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Mn55_Fe55_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Mn55_Fe55_data{
 -99.69797,         -58.417,         -31.324,         -17.186,      -11.321961,       -9.778006,       -8.382286,       -7.447206,        -6.06547,       -4.263135,        -2.12613,        0.580074,        3.227136,  // RATE
 -99.69797,         -59.418,         -32.325,      -18.186998,        -11.7349,       -9.798907,       -8.384149,       -7.447206,        -6.06547,       -4.263135,        -2.12613,        0.580074,        3.227136,
@@ -223,11 +223,11 @@ namespace rate_tables
          };
 
     // Co56 --> Fe56
-    inline AMREX_GPU_MANAGED table_t j_Co56_Fe56_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Co56_Fe56_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Co56_Fe56_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Co56_Fe56_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Co56_Fe56_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Co56_Fe56_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Co56_Fe56_data{
 -7.705836,       -7.707962,       -7.692263,       -7.032866,       -6.284874,       -5.970341,       -5.642062,       -5.178082,       -4.093715,       -2.791284,       -1.100233,        1.756545,        4.567038,  // RATE
 -7.679753,       -7.698752,       -7.685687,        -7.03166,       -6.284674,       -5.970255,       -5.642021,       -5.178082,       -4.093715,       -2.791284,       -1.100233,        1.756545,        4.567038,
@@ -265,11 +265,11 @@ namespace rate_tables
          };
 
     // Co56 --> Ni56
-    inline AMREX_GPU_MANAGED table_t j_Co56_Ni56_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Co56_Ni56_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Co56_Ni56_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Co56_Ni56_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Co56_Ni56_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Co56_Ni56_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Co56_Ni56_data{
 -99.69797,       -99.69797,      -69.758981,      -37.768387,      -23.052703,       -17.76895,        -13.4835,      -11.090722,       -8.426201,       -6.028675,       -3.404715,        0.008204,        2.897241,  // RATE
 -99.69797,       -99.69797,      -69.758998,       -37.91085,      -23.428328,      -17.788058,       -13.48505,      -11.090722,       -8.426201,       -6.028675,       -3.404715,        0.008204,        2.897241,
@@ -307,11 +307,11 @@ namespace rate_tables
          };
 
     // Fe56 --> Co56
-    inline AMREX_GPU_MANAGED table_t j_Fe56_Co56_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Fe56_Co56_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Fe56_Co56_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Fe56_Co56_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Fe56_Co56_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Fe56_Co56_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Fe56_Co56_data{
 -99.69797,       -99.69797,       -99.69797,      -62.854802,      -37.268611,      -27.644755,      -19.855923,      -15.693996,      -11.062186,        -6.68628,       -2.996418,        0.330264,        3.050101,  // RATE
 -99.69797,       -99.69797,       -99.69797,      -63.853019,      -37.680995,      -27.666587,      -19.856877,      -15.693996,      -11.062186,        -6.68628,       -2.996418,        0.330264,        3.050101,
@@ -349,11 +349,11 @@ namespace rate_tables
          };
 
     // Ni56 --> Co56
-    inline AMREX_GPU_MANAGED table_t j_Ni56_Co56_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ni56_Co56_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ni56_Co56_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ni56_Co56_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ni56_Co56_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ni56_Co56_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ni56_Co56_data{
 -8.684,          -9.164,          -9.291,          -9.387,          -8.777,          -7.439,       -6.183988,       -5.405627,       -4.316341,       -2.714602,       -0.608944,        2.014581,        4.728024,  // RATE
 -7.705,          -8.165,          -8.291,          -8.387,          -8.364,          -7.418,       -6.181989,       -5.405627,       -4.316341,       -2.714602,       -0.608944,        2.014581,        4.728024,
@@ -391,11 +391,11 @@ namespace rate_tables
          };
 
     // Co57 --> Ni57
-    inline AMREX_GPU_MANAGED table_t j_Co57_Ni57_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Co57_Ni57_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Co57_Ni57_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Co57_Ni57_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Co57_Ni57_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Co57_Ni57_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Co57_Ni57_data{
 -99.69797,       -99.69797,         -88.234,      -45.683999,      -27.505989,      -20.983704,      -15.721981,      -12.875118,       -9.537559,       -6.213974,       -3.030172,        0.374366,        3.150063,  // RATE
 -99.69797,       -99.69797,         -89.234,      -46.683994,      -27.919971,       -21.00469,      -15.722965,      -12.875118,       -9.537559,       -6.213974,       -3.030172,        0.374366,        3.150063,
@@ -433,11 +433,11 @@ namespace rate_tables
          };
 
     // Ni57 --> Co57
-    inline AMREX_GPU_MANAGED table_t j_Ni57_Co57_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ni57_Co57_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ni57_Co57_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ni57_Co57_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ni57_Co57_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ni57_Co57_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ni57_Co57_data{
 -5.642091,       -5.642707,       -5.642788,       -5.642842,       -5.641432,       -5.616587,       -5.325434,       -4.866623,       -4.134766,       -2.886975,       -0.825863,        1.962988,        4.710039,  // RATE
 -5.6344,        -5.64008,       -5.640888,       -5.641426,       -5.640531,       -5.616078,       -5.325076,       -4.866306,       -4.134766,       -2.886975,       -0.825863,        1.962988,        4.710039,
@@ -475,11 +475,11 @@ namespace rate_tables
          };
 
     // n --> p
-    inline AMREX_GPU_MANAGED table_t j_n_p_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_n_p_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_n_p_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_n_p_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_n_p_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_n_p_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_n_p_data{
 -2.959,          -2.959,          -2.959,          -2.959,       -2.958959,       -2.957841,       -2.941107,       -2.874417,       -2.540055,       -1.720786,        -0.41411,        1.802004,           4.347,  // RATE
 -2.959,          -2.959,          -2.959,          -2.959,       -2.958984,       -2.957898,       -2.941192,       -2.874417,       -2.540055,       -1.720786,        -0.41411,        1.802004,           4.347,
@@ -517,11 +517,11 @@ namespace rate_tables
          };
 
     // p --> n
-    inline AMREX_GPU_MANAGED table_t j_p_n_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_p_n_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_p_n_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_p_n_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_p_n_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_p_n_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_p_n_data{
 -99.69797,          -49.75,          -29.58,         -19.262,         -14.019,         -10.766,           -7.99,          -6.458,          -4.715,          -2.968,          -1.035,             1.6,           4.293,  // RATE
 -99.69797,         -48.749,          -28.58,         -18.262,         -13.606,         -10.744,          -7.989,          -6.458,          -4.715,          -2.968,          -1.035,             1.6,           4.293,
@@ -561,7 +561,7 @@ namespace rate_tables
 }
 
 
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_linear_1d(const amrex::Real fhi, const amrex::Real flo, const amrex::Real xhi, const amrex::Real xlo, const amrex::Real x)
 {
@@ -574,7 +574,7 @@ evaluate_linear_1d(const amrex::Real fhi, const amrex::Real flo, const amrex::Re
     return f;
 }
 
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_linear_2d(const amrex::Real fip1jp1, const amrex::Real fip1j, const amrex::Real fijp1, const amrex::Real fij,
           const amrex::Real xhi, const amrex::Real xlo, const amrex::Real yhi, const amrex::Real ylo,
@@ -606,7 +606,7 @@ evaluate_linear_2d(const amrex::Real fip1jp1, const amrex::Real fip1j, const amr
 
 
 template<typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_vars(const int irhoy_lo, const int jtemp_lo,
               const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -636,7 +636,7 @@ evaluate_vars(const int irhoy_lo, const int jtemp_lo,
 
 
 template<typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_dr_dtemp(const int irhoy_lo, const int jtemp_lo,
                   const table_t& table_meta, const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -779,7 +779,7 @@ evaluate_dr_dtemp(const int irhoy_lo, const int jtemp_lo,
 
 
 template <typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 void
 get_entries(const int irhoy_lo, const int jtemp_lo,
             const table_t& table_meta, const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -807,7 +807,7 @@ get_entries(const int irhoy_lo, const int jtemp_lo,
 }
 
 template <typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 void
 tabular_evaluate(const table_t& table_meta,
                  const R& log_rhoy_table, const T& log_temp_table, const D& data,
diff --git a/networks/he-burn/he-burn-33am/temperature_table_rates.H b/networks/he-burn/he-burn-33am/temperature_table_rates.H
index 4fdd0d89c7..8490332679 100644
--- a/networks/he-burn/he-burn-33am/temperature_table_rates.H
+++ b/networks/he-burn/he-burn-33am/temperature_table_rates.H
@@ -5,7 +5,7 @@
 
 #include <tfactors.H>
 #include <actual_network.H>
-
+#include <interp_tools.H>
 
 using namespace amrex::literals;
 
@@ -28,6 +28,7 @@ namespace temp_tabular {
         [[maybe_unused]] amrex::Real drate_dT;
 
 
+
     }
 
 
diff --git a/networks/ignition_reaclib/C-burn-simple/Make.package b/networks/ignition_reaclib/C-burn-simple/Make.package
index fd942a5ce1..35413fdcff 100644
--- a/networks/ignition_reaclib/C-burn-simple/Make.package
+++ b/networks/ignition_reaclib/C-burn-simple/Make.package
@@ -2,13 +2,15 @@ PYNUCASTRO_NETWORK = TRUE
 CEXE_headers += network_properties.H
 
 ifeq ($(USE_REACT),TRUE)
-  CEXE_sources += actual_network_data.cpp
   CEXE_headers += actual_network.H
   CEXE_headers += tfactors.H
   CEXE_headers += interp_tools.H
   CEXE_headers += partition_functions.H
   CEXE_headers += actual_rhs.H
+  CEXE_headers += rate_type.H
   CEXE_headers += reaclib_rates.H
+  CEXE_headers += approximate_rates.H
+  CEXE_headers += modified_rates.H
   CEXE_headers += table_rates.H
   CEXE_headers += temperature_table_rates.H
   CEXE_headers += derived_rates.H
diff --git a/networks/ignition_reaclib/C-burn-simple/actual_network.H b/networks/ignition_reaclib/C-burn-simple/actual_network.H
index ef34748c53..00f17ec021 100644
--- a/networks/ignition_reaclib/C-burn-simple/actual_network.H
+++ b/networks/ignition_reaclib/C-burn-simple/actual_network.H
@@ -1,18 +1,25 @@
 #ifndef actual_network_H
 #define actual_network_H
 
+#include <random>
 #include <string_view>
 
 #include <AMReX_REAL.H>
 #include <AMReX_Array.H>
 #include <AMReX_Loop.H>
 
+#include <extern_parameters.H>
 #include <fundamental_constants.H>
 #include <network_properties.H>
 
 using namespace amrex::literals;
 
-void actual_network_init();
+
+inline
+void actual_network_init() {
+
+
+}
 
 constexpr std::string_view network_name = "pynucastro-cxx";
 
@@ -145,6 +152,14 @@ namespace Rates
         NumRates = k_n_to_p_weaktab
     };
 
+    enum ScreenPairs :
+    std::uint8_t
+    {
+        k_He4_C12 = 1,
+        k_C12_C12 = 2,
+        NumScreenPairs = k_C12_C12
+    };
+
     // rate names -- note: the rates are 1-based, not zero-based, so we pad
     // this vector with rate_names[0] = "" so the indices line up with the
     // NetworkRates enum
@@ -158,6 +173,12 @@ namespace Rates
         "n_to_p_weaktab"  // 5,
     };
 
+    template<std::uint8_t rate>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    constexpr amrex::Real get_p_random() {
+        return 0.0_rt;
+    }
+
 }
 
 #ifdef NSE_NET
diff --git a/networks/ignition_reaclib/C-burn-simple/actual_rhs.H b/networks/ignition_reaclib/C-burn-simple/actual_rhs.H
index b11c72d7d3..6935298495 100644
--- a/networks/ignition_reaclib/C-burn-simple/actual_rhs.H
+++ b/networks/ignition_reaclib/C-burn-simple/actual_rhs.H
@@ -1,5 +1,5 @@
-#ifndef actual_rhs_H
-#define actual_rhs_H
+#ifndef ACTUAL_RHS_H
+#define ACTUAL_RHS_H
 
 #include <AMReX_REAL.H>
 #include <AMReX_Array.H>
@@ -15,7 +15,10 @@
 #ifdef NEUTRINOS
 #include <neutrino.H>
 #endif
+#include <rate_type.H>
 #include <reaclib_rates.H>
+#include <approximate_rates.H>
+#include <modified_rates.H>
 #include <table_rates.H>
 #include <temperature_table_rates.H>
 #include <derived_rates.H>
@@ -28,9 +31,8 @@ using namespace Rates;
 
 using namespace rate_tables;
 
-
 template<class T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void ener_gener_rate(T const& dydt, amrex::Real& enuc)
 {
 
@@ -49,17 +51,14 @@ void ener_gener_rate(T const& dydt, amrex::Real& enuc)
 }
 
 
+#ifdef SCREENING
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void evaluate_rates(const burn_t& state,
-                    const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
-                    T& rate_eval) {
-
-    // here Y is consistent with state.xn
-
-    [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
+AMREX_GPU_DEVICE AMREX_INLINE
+void evaluate_screening(const burn_t& state,
+                        const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                        T& rate_eval) {
 
-    // Calculate Reaclib rates
+    // Evaluate screening terms
 
     using number_t = std::conditional_t<do_T_derivatives, autodiff::dual, amrex::Real>;
     number_t temp = state.T;
@@ -68,77 +67,76 @@ void evaluate_rates(const burn_t& state,
         autodiff::seed(temp);
     }
 
-#ifdef SCREENING
     plasma_state_t<number_t> pstate{};
     fill_plasma_state(pstate, temp, state.rho, Y);
-#endif
 
-    const tf_t tfactors = evaluate_tfactors(state.T);
+    amrex::Real log_scor, dlog_scor_dT;
 
-    fill_reaclib_rates<do_T_derivatives, T>(tfactors, rate_eval);
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 6.0_rt, 12.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_C12) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_C12) = dlog_scor_dT;
+        }
+    }
 
-    temp_tabular::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(6.0_rt, 12.0_rt, 6.0_rt, 12.0_rt);
+        static_assert(scn_fac.z1 == 6.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_C12_C12) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_C12_C12) = dlog_scor_dT;
+        }
+    }
 
-    // Calculate Derived Rates. This should go last but before approx rates.
-    fill_derived_rates<do_T_derivatives, T>(tfactors, rate_eval);
+}
+#endif
 
 
-#ifdef SCREENING
-    // Evaluate screening factors
+template <int do_T_derivatives, typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void evaluate_rates(const burn_t& state,
+                    const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                    T& rate_eval) {
+
+    // here Y is consistent with state.xn
 
-    amrex::Real ratraw, dratraw_dT;
-    amrex::Real scor, dscor_dt;
-    [[maybe_unused]] amrex::Real scor2, dscor2_dt;
+    [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
 
+    const tf_t tfactors = evaluate_tfactors(state.T);
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(6.0_rt, 12.0_rt, 6.0_rt, 12.0_rt);
-        static_assert(scn_fac.z1 == 6.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
+    // Precompute screening terms
 
-    ratraw = rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib);
-    rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+#ifdef SCREENING
+    evaluate_screening<do_T_derivatives, T>(state, Y, rate_eval);
+#endif
 
-    ratraw = rate_eval.screened_rates(k_C12_C12_to_n_Mg23_reaclib);
-    rate_eval.screened_rates(k_C12_C12_to_n_Mg23_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_C12_to_n_Mg23_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_n_Mg23_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    // Fill in different rates
 
-    ratraw = rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib);
-    rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    fill_reaclib_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
+    temp_tabular::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 6.0_rt, 12.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
+    // fill modified rates next -- these can have ReacLib or
+    // TemperatureTabular/StarLib rates as the original rate
+    modified_rates::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
-    ratraw = rate_eval.screened_rates(k_He4_C12_to_O16_reaclib);
-    rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    // Calculate Derived Rates next. This should go last but before
+    // approx rates, since those may have ReacLibRate,
+    // TemperatureTabularRate / StarLibRate, or DerivedRate as the
+    // underlying rate.
+
+    fill_derived_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
-#endif
 
     // Fill approximate rates
 
     fill_approx_rates<do_T_derivatives, T>(tfactors, state.rho, Y, rate_eval);
 
-    // Calculate tabular rates
+    // Calculate tabular weak rates
 
     [[maybe_unused]] amrex::Real rate, drate_dt, edot_nu, edot_gamma;
 
@@ -161,7 +159,7 @@ void evaluate_rates(const burn_t& state,
 
 // backwards-compatible wrapper
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void evaluate_rates(const burn_t& state,
                     T& rate_eval) {
 
@@ -176,17 +174,19 @@ void evaluate_rates(const burn_t& state,
 
 
 #ifdef NSE_NET
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_ydot_weak(const burn_t& state,
-             amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
-             amrex::Real& enuc_weak,
-             [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y) {
+                   amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
+                   amrex::Real& enuc_weak,
+                   [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y) {
     ///
     /// Calculate Ydots contribute only from weak reactions.
     /// This is used to calculate dyedt and energy generation from
     /// weak reactions for self-consistent NSE
     ///
 
+    using namespace modified_rates;
+    using namespace temp_tabular;
 
     // initialize ydot_nuc to 0
 
@@ -196,22 +196,24 @@ void get_ydot_weak(const burn_t& state,
 
     rate_t rate_eval;
 
-    [[maybe_unused]] amrex::Real rate, drate_dt, edot_nu, edot_gamma;
+    constexpr int do_T_derivatives = 0;
+    [[maybe_unused]] amrex::Real rate, drate_dT, edot_nu, edot_gamma;
     [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
 
     rate_eval.enuc_weak = 0.0_rt;
 
-    // Calculate tabular rates and get ydot_weak
+    // Compute all weak rates and get ydot_weak
 
     amrex::Real log_temp = std::log10(state.T);
     amrex::Real log_rhoy = std::log10(rhoy);
 
     tabular_evaluate(j_n_p_meta, j_n_p_rhoy, j_n_p_temp, j_n_p_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_n_to_p_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(N) * (edot_nu + edot_gamma);
 
-    auto screened_rates = rate_eval.screened_rates;
+
+    const auto& screened_rates = rate_eval.screened_rates;
 
     ydot_nuc(N) =
         -screened_rates(k_n_to_p_weaktab)*Y(N);
@@ -236,7 +238,7 @@ void get_ydot_weak(const burn_t& state,
 #endif
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void rhs_nuc(const burn_t& state,
              amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
              const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
@@ -277,7 +279,7 @@ void rhs_nuc(const burn_t& state,
 }
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void actual_rhs (const burn_t& state, amrex::Array1D<amrex::Real, 1, neqs>& ydot)
 {
 
@@ -324,7 +326,7 @@ void actual_rhs (const burn_t& state, amrex::Array1D<amrex::Real, 1, neqs>& ydot
 
 
 template<class MatrixType>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void jac_nuc(const burn_t& state,
              MatrixType& jac,
              const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
@@ -480,7 +482,7 @@ void jac_nuc(const burn_t& state,
 
 
 template<class MatrixType>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void actual_jac(const burn_t& state, MatrixType& jac)
 {
 
diff --git a/networks/ignition_reaclib/C-burn-simple/approximate_rates.H b/networks/ignition_reaclib/C-burn-simple/approximate_rates.H
new file mode 100644
index 0000000000..14d44a7403
--- /dev/null
+++ b/networks/ignition_reaclib/C-burn-simple/approximate_rates.H
@@ -0,0 +1,31 @@
+#ifndef APPROXIMATE_RATES_H
+#define APPROXIMATE_RATES_H
+
+#include <AMReX.H>
+#include <AMReX_Print.H>
+
+#include <tfactors.H>
+#include <actual_network.H>
+#include <rate_type.H>
+
+using namespace Rates;
+using namespace Species;
+
+
+
+template <int do_T_derivatives, typename T>
+AMREX_GPU_HOST_DEVICE AMREX_INLINE
+void
+fill_approx_rates([[maybe_unused]] const tf_t& tfactors,
+                  [[maybe_unused]] const amrex::Real rho,
+                  [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                  [[maybe_unused]] T& rate_eval)
+{
+
+    [[maybe_unused]] amrex::Real rate{};
+    [[maybe_unused]] amrex::Real drate_dT{};
+
+
+}
+
+#endif
diff --git a/networks/ignition_reaclib/C-burn-simple/interp_tools.H b/networks/ignition_reaclib/C-burn-simple/interp_tools.H
index 5444bb552a..bbc0d26855 100644
--- a/networks/ignition_reaclib/C-burn-simple/interp_tools.H
+++ b/networks/ignition_reaclib/C-burn-simple/interp_tools.H
@@ -55,7 +55,7 @@ namespace interp_net {
 
         if (x0 < x_array(left)) {
             idx = left;
-        } else if (x0 > x_array(right)) {
+        } else if (x0 >= x_array(right)) {
             idx = right - 1;
         } else {
             idx = find_index(x0, x_array);
diff --git a/networks/ignition_reaclib/C-burn-simple/modified_rates.H b/networks/ignition_reaclib/C-burn-simple/modified_rates.H
new file mode 100644
index 0000000000..37deb29474
--- /dev/null
+++ b/networks/ignition_reaclib/C-burn-simple/modified_rates.H
@@ -0,0 +1,31 @@
+#ifndef MODIFIED_RATES_H
+#define MODIFIED_RATES_H
+
+#include <AMReX.H>
+#include <AMReX_Print.H>
+
+#include <tfactors.H>
+#include <actual_network.H>
+#include <rate_type.H>
+#include <temperature_table_rates.H>
+#include <reaclib_rates.H>
+
+namespace modified_rates {
+
+    using namespace temp_tabular;
+
+
+    template <int do_T_derivatives, typename T>
+    AMREX_GPU_HOST_DEVICE AMREX_INLINE
+    void
+    fill_rates([[maybe_unused]] const tf_t& tfactors,
+               [[maybe_unused]] T& rate_eval)
+    {
+
+        [[maybe_unused]] amrex::Real rate;
+        [[maybe_unused]] amrex::Real drate_dT;
+
+
+    }
+}
+#endif
diff --git a/networks/ignition_reaclib/C-burn-simple/partition_functions.H b/networks/ignition_reaclib/C-burn-simple/partition_functions.H
index f83c21bb3b..55eabb8a46 100644
--- a/networks/ignition_reaclib/C-burn-simple/partition_functions.H
+++ b/networks/ignition_reaclib/C-burn-simple/partition_functions.H
@@ -22,7 +22,7 @@ namespace part_fun {
     // interpolation routine
 
     template <typename T>
-    AMREX_GPU_HOST_DEVICE AMREX_INLINE
+    AMREX_GPU_DEVICE AMREX_INLINE
     void interpolate_pf(const amrex::Real t9, int idx,
                         const T& temp_array, const T& pf_array,
                         amrex::Real& logpf, amrex::Real& dlogpf_dT9) {
@@ -66,7 +66,7 @@ namespace part_fun {
         // Store the coefficient and derivative adjacent in memory, as they're
         // always accessed at the same time.
         amrex::Array2D<amrex::Real, 1, NumSpecTotal, 1, 2, amrex::Order::C> data;
-        AMREX_GPU_HOST_DEVICE AMREX_INLINE
+        AMREX_GPU_DEVICE AMREX_INLINE
         pf_cache_t() {
             // The entries will be default-initialized to -900,
             // log(partition_function) should never be -900.
@@ -82,7 +82,7 @@ namespace part_fun {
 // get the partition function for nucleus inuc.  Here pf_cache
 // should already contain the index into the temp / pf arrays
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function(const int inuc,
                             [[maybe_unused]] const amrex::Real T9,
                             const part_fun::pf_cache_t& pf_cache,
@@ -110,7 +110,7 @@ void get_partition_function(const int inuc,
 // index into the arrays. Uses tfactors instead of T9 as argument,
 // and returns pf and dpf_dT instead of logpf and dlogpf_dT9
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function(const int inuc,
                             [[maybe_unused]] const tf_t& tfactors,
                             amrex::Real& pf, amrex::Real& dpf_dT) {
@@ -130,7 +130,7 @@ void get_partition_function(const int inuc,
 }
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function_cached(const int inuc, const amrex::Real T9,
                                    part_fun::pf_cache_t& pf_cache,
                                    amrex::Real& logpf, amrex::Real& dlogpf_dT9) {
@@ -148,7 +148,7 @@ void get_partition_function_cached(const int inuc, const amrex::Real T9,
 
 
 template <int spec>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 constexpr amrex::Real get_spin_state() {
 
     static_assert(spec >= 1 && spec <= NumSpec);
@@ -182,7 +182,7 @@ constexpr amrex::Real get_spin_state() {
 
 // Legacy (non-templated) interface
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 amrex::Real get_spin_state (int spec) {
 
     amrex::Real s = -1.0_rt;
diff --git a/networks/ignition_reaclib/C-burn-simple/pynucastro-info.txt b/networks/ignition_reaclib/C-burn-simple/pynucastro-info.txt
index e055581de4..6256cf5f54 100644
--- a/networks/ignition_reaclib/C-burn-simple/pynucastro-info.txt
+++ b/networks/ignition_reaclib/C-burn-simple/pynucastro-info.txt
@@ -1 +1 @@
-pynucastro version: 2.9.0-28-gbcc09d414
+pynucastro version: 2.11.0-7-g6944c31a3
diff --git a/networks/ignition_reaclib/C-burn-simple/rate_type.H b/networks/ignition_reaclib/C-burn-simple/rate_type.H
new file mode 100644
index 0000000000..4819ade44e
--- /dev/null
+++ b/networks/ignition_reaclib/C-burn-simple/rate_type.H
@@ -0,0 +1,25 @@
+#ifndef NET_RATE_TYPE_H
+#define NET_RATE_TYPE_H
+
+#include <actual_network.H>
+
+struct rate_t {
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  screened_rates;
+#ifdef SCREENING
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  log_screen;
+#endif
+    amrex::Real enuc_weak;
+};
+
+struct rate_derivs_t {
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  screened_rates;
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  dscreened_rates_dT;
+#ifdef SCREENING
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  log_screen;
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  dlog_screen_dT;
+#endif
+    amrex::Real enuc_weak;
+};
+
+
+#endif
\ No newline at end of file
diff --git a/networks/ignition_reaclib/C-burn-simple/reaclib_rates.H b/networks/ignition_reaclib/C-burn-simple/reaclib_rates.H
index 17133c216c..4cdadbcd69 100644
--- a/networks/ignition_reaclib/C-burn-simple/reaclib_rates.H
+++ b/networks/ignition_reaclib/C-burn-simple/reaclib_rates.H
@@ -6,25 +6,14 @@
 
 #include <tfactors.H>
 #include <actual_network.H>
+#include <rate_type.H>
 
 using namespace Rates;
 using namespace Species;
 
-struct rate_t {
-    amrex::Array1D<amrex::Real, 1, NumRates>  screened_rates;
-    amrex::Real enuc_weak;
-};
-
-struct rate_derivs_t {
-    amrex::Array1D<amrex::Real, 1, NumRates>  screened_rates;
-    amrex::Array1D<amrex::Real, 1, NumRates>  dscreened_rates_dT;
-    amrex::Real enuc_weak;
-};
-
-
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + C12 --> He4 + Ne20
 
@@ -39,9 +28,13 @@ void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  61.2863 + -84.165 * tfactors.T913i + -1.56627 * tfactors.T913
                          + -0.0736084 * tfactors.T9 + -0.072797 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -84.165 * tfactors.T943i + (1.0/3.0) * -1.56627 * tfactors.T923i
                                   + -0.0736084 + (5.0/3.0) * -0.072797 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -55,8 +48,8 @@ void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, a
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_C12_to_n_Mg23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_C12_to_n_Mg23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + C12 --> n + Mg23
 
@@ -71,9 +64,13 @@ void rate_C12_C12_to_n_Mg23_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -12.8056 + -30.1498 * tfactors.T9i + 11.4826 * tfactors.T913
                          + 1.82849 * tfactors.T9 + -0.34844 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  30.1498 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 11.4826 * tfactors.T923i
                                   + 1.82849 + (5.0/3.0) * -0.34844 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -87,8 +84,8 @@ void rate_C12_C12_to_n_Mg23_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + C12 --> p + Na23
 
@@ -103,9 +100,13 @@ void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  60.9649 + -84.165 * tfactors.T913i + -1.4191 * tfactors.T913
                          + -0.114619 * tfactors.T9 + -0.070307 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -84.165 * tfactors.T943i + (1.0/3.0) * -1.4191 * tfactors.T923i
                                   + -0.114619 + (5.0/3.0) * -0.070307 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -119,8 +120,8 @@ void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + He4 --> O16
 
@@ -135,9 +136,13 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  254.634 + -1.84097 * tfactors.T9i + 103.411 * tfactors.T913i + -420.567 * tfactors.T913
                          + 64.0874 * tfactors.T9 + -12.4624 * tfactors.T953 + 137.303 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.84097 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 103.411 * tfactors.T943i + (1.0/3.0) * -420.567 * tfactors.T923i
                                   + 64.0874 + (5.0/3.0) * -12.4624 * tfactors.T923 + 137.303 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -152,9 +157,13 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  69.6526 + -1.39254 * tfactors.T9i + 58.9128 * tfactors.T913i + -148.273 * tfactors.T913
                          + 9.08324 * tfactors.T9 + -0.541041 * tfactors.T953 + 70.3554 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.39254 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 58.9128 * tfactors.T943i + (1.0/3.0) * -148.273 * tfactors.T923i
                                   + 9.08324 + (5.0/3.0) * -0.541041 * tfactors.T923 + 70.3554 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -168,54 +177,87 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 
-
 template <int do_T_derivatives, typename T>
 AMREX_GPU_HOST_DEVICE AMREX_INLINE
 void
-fill_reaclib_rates(const tf_t& tfactors, T& rate_eval)
+fill_reaclib_rates([[maybe_unused]] const tf_t& tfactors,
+                   [[maybe_unused]] T& rate_eval)
 {
 
-    amrex::Real rate;
-    amrex::Real drate_dT;
+    [[maybe_unused]] amrex::Real rate;
+    [[maybe_unused]] amrex::Real drate_dT;
 
-    rate_C12_C12_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib) = drate_dT;
+    {
+        // C12_C12_to_He4_Ne20_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_C12);
+        }
+#endif
+        rate_C12_C12_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib) = drate_dT;
+        }
     }
-    rate_C12_C12_to_n_Mg23_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_C12_to_n_Mg23_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_n_Mg23_reaclib) = drate_dT;
 
-    }
-    rate_C12_C12_to_p_Na23_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib) = drate_dT;
+    {
+        // C12_C12_to_n_Mg23_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_C12);
+        }
+#endif
+        rate_C12_C12_to_n_Mg23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_C12_to_n_Mg23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_C12_to_n_Mg23_reaclib) = drate_dT;
+        }
     }
-    rate_He4_C12_to_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = drate_dT;
 
-    }
+    {
+        // C12_C12_to_p_Na23_reaclib
 
-}
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_C12);
+        }
+#endif
+        rate_C12_C12_to_p_Na23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib) = drate_dT;
+        }
+    }
 
-template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void
-fill_approx_rates([[maybe_unused]] const tf_t& tfactors,
-                  [[maybe_unused]] const amrex::Real rho,
-                  [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
-                  [[maybe_unused]] T& rate_eval)
-{
+    {
+        // He4_C12_to_O16_reaclib
 
-    [[maybe_unused]] amrex::Real rate{};
-    [[maybe_unused]] amrex::Real drate_dT{};
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_C12);
+        }
+#endif
+        rate_He4_C12_to_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = drate_dT;
+        }
+    }
 
 
 }
diff --git a/networks/ignition_reaclib/C-burn-simple/table_rates.H b/networks/ignition_reaclib/C-burn-simple/table_rates.H
index cbe476ae4f..3ee895573d 100644
--- a/networks/ignition_reaclib/C-burn-simple/table_rates.H
+++ b/networks/ignition_reaclib/C-burn-simple/table_rates.H
@@ -55,11 +55,11 @@ constexpr int add_vars = 1;  // 1 Additional Var in entries
 namespace rate_tables
 {
     // n --> p
-    inline AMREX_GPU_MANAGED table_t j_n_p_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_n_p_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_n_p_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_n_p_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_n_p_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_n_p_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_n_p_data{
 -2.959,          -2.959,          -2.959,          -2.959,       -2.958959,       -2.957841,       -2.941107,       -2.874417,       -2.540055,       -1.720786,        -0.41411,        1.802004,           4.347,  // RATE
 -2.959,          -2.959,          -2.959,          -2.959,       -2.958984,       -2.957898,       -2.941192,       -2.874417,       -2.540055,       -1.720786,        -0.41411,        1.802004,           4.347,
@@ -99,7 +99,7 @@ namespace rate_tables
 }
 
 
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_linear_1d(const amrex::Real fhi, const amrex::Real flo, const amrex::Real xhi, const amrex::Real xlo, const amrex::Real x)
 {
@@ -112,7 +112,7 @@ evaluate_linear_1d(const amrex::Real fhi, const amrex::Real flo, const amrex::Re
     return f;
 }
 
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_linear_2d(const amrex::Real fip1jp1, const amrex::Real fip1j, const amrex::Real fijp1, const amrex::Real fij,
           const amrex::Real xhi, const amrex::Real xlo, const amrex::Real yhi, const amrex::Real ylo,
@@ -144,7 +144,7 @@ evaluate_linear_2d(const amrex::Real fip1jp1, const amrex::Real fip1j, const amr
 
 
 template<typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_vars(const int irhoy_lo, const int jtemp_lo,
               const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -174,7 +174,7 @@ evaluate_vars(const int irhoy_lo, const int jtemp_lo,
 
 
 template<typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_dr_dtemp(const int irhoy_lo, const int jtemp_lo,
                   const table_t& table_meta, const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -317,7 +317,7 @@ evaluate_dr_dtemp(const int irhoy_lo, const int jtemp_lo,
 
 
 template <typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 void
 get_entries(const int irhoy_lo, const int jtemp_lo,
             const table_t& table_meta, const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -345,7 +345,7 @@ get_entries(const int irhoy_lo, const int jtemp_lo,
 }
 
 template <typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 void
 tabular_evaluate(const table_t& table_meta,
                  const R& log_rhoy_table, const T& log_temp_table, const D& data,
diff --git a/networks/ignition_reaclib/C-burn-simple/temperature_table_rates.H b/networks/ignition_reaclib/C-burn-simple/temperature_table_rates.H
index 4fdd0d89c7..8490332679 100644
--- a/networks/ignition_reaclib/C-burn-simple/temperature_table_rates.H
+++ b/networks/ignition_reaclib/C-burn-simple/temperature_table_rates.H
@@ -5,7 +5,7 @@
 
 #include <tfactors.H>
 #include <actual_network.H>
-
+#include <interp_tools.H>
 
 using namespace amrex::literals;
 
@@ -28,6 +28,7 @@ namespace temp_tabular {
         [[maybe_unused]] amrex::Real drate_dT;
 
 
+
     }
 
 
diff --git a/networks/ignition_reaclib/URCA-medium/Make.package b/networks/ignition_reaclib/URCA-medium/Make.package
index fd942a5ce1..35413fdcff 100644
--- a/networks/ignition_reaclib/URCA-medium/Make.package
+++ b/networks/ignition_reaclib/URCA-medium/Make.package
@@ -2,13 +2,15 @@ PYNUCASTRO_NETWORK = TRUE
 CEXE_headers += network_properties.H
 
 ifeq ($(USE_REACT),TRUE)
-  CEXE_sources += actual_network_data.cpp
   CEXE_headers += actual_network.H
   CEXE_headers += tfactors.H
   CEXE_headers += interp_tools.H
   CEXE_headers += partition_functions.H
   CEXE_headers += actual_rhs.H
+  CEXE_headers += rate_type.H
   CEXE_headers += reaclib_rates.H
+  CEXE_headers += approximate_rates.H
+  CEXE_headers += modified_rates.H
   CEXE_headers += table_rates.H
   CEXE_headers += temperature_table_rates.H
   CEXE_headers += derived_rates.H
diff --git a/networks/ignition_reaclib/URCA-medium/actual_network.H b/networks/ignition_reaclib/URCA-medium/actual_network.H
index 6be2f894d4..d3c72b3cd9 100644
--- a/networks/ignition_reaclib/URCA-medium/actual_network.H
+++ b/networks/ignition_reaclib/URCA-medium/actual_network.H
@@ -1,18 +1,25 @@
 #ifndef actual_network_H
 #define actual_network_H
 
+#include <random>
 #include <string_view>
 
 #include <AMReX_REAL.H>
 #include <AMReX_Array.H>
 #include <AMReX_Loop.H>
 
+#include <extern_parameters.H>
 #include <fundamental_constants.H>
 #include <network_properties.H>
 
 using namespace amrex::literals;
 
-void actual_network_init();
+
+inline
+void actual_network_init() {
+
+
+}
 
 constexpr std::string_view network_name = "pynucastro-cxx";
 
@@ -180,6 +187,22 @@ namespace Rates
         NumRates = k_p_to_n_weaktab
     };
 
+    enum ScreenPairs :
+    std::uint8_t
+    {
+        k_He4_C12 = 1,
+        k_p_C12 = 2,
+        k_C12_C12 = 3,
+        k_He4_He4 = 4,
+        k_He4_O16 = 5,
+        k_He4_Ne20 = 6,
+        k_p_Na23 = 7,
+        k_C12_O16 = 8,
+        k_He4_Be8 = 9,
+        k_He4_N13 = 10,
+        NumScreenPairs = k_He4_N13
+    };
+
     // rate names -- note: the rates are 1-based, not zero-based, so we pad
     // this vector with rate_names[0] = "" so the indices line up with the
     // NetworkRates enum
@@ -210,6 +233,12 @@ namespace Rates
         "p_to_n_weaktab"  // 22,
     };
 
+    template<std::uint8_t rate>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    constexpr amrex::Real get_p_random() {
+        return 0.0_rt;
+    }
+
 }
 
 #ifdef NSE_NET
diff --git a/networks/ignition_reaclib/URCA-medium/actual_rhs.H b/networks/ignition_reaclib/URCA-medium/actual_rhs.H
index d28863d744..a69d55aaee 100644
--- a/networks/ignition_reaclib/URCA-medium/actual_rhs.H
+++ b/networks/ignition_reaclib/URCA-medium/actual_rhs.H
@@ -1,5 +1,5 @@
-#ifndef actual_rhs_H
-#define actual_rhs_H
+#ifndef ACTUAL_RHS_H
+#define ACTUAL_RHS_H
 
 #include <AMReX_REAL.H>
 #include <AMReX_Array.H>
@@ -15,7 +15,10 @@
 #ifdef NEUTRINOS
 #include <neutrino.H>
 #endif
+#include <rate_type.H>
 #include <reaclib_rates.H>
+#include <approximate_rates.H>
+#include <modified_rates.H>
 #include <table_rates.H>
 #include <temperature_table_rates.H>
 #include <derived_rates.H>
@@ -28,9 +31,8 @@ using namespace Rates;
 
 using namespace rate_tables;
 
-
 template<class T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void ener_gener_rate(T const& dydt, amrex::Real& enuc)
 {
 
@@ -49,17 +51,14 @@ void ener_gener_rate(T const& dydt, amrex::Real& enuc)
 }
 
 
+#ifdef SCREENING
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void evaluate_rates(const burn_t& state,
-                    const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
-                    T& rate_eval) {
-
-    // here Y is consistent with state.xn
+AMREX_GPU_DEVICE AMREX_INLINE
+void evaluate_screening(const burn_t& state,
+                        const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                        T& rate_eval) {
 
-    [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
-
-    // Calculate Reaclib rates
+    // Evaluate screening terms
 
     using number_t = std::conditional_t<do_T_derivatives, autodiff::dual, amrex::Real>;
     number_t temp = state.T;
@@ -68,196 +67,156 @@ void evaluate_rates(const burn_t& state,
         autodiff::seed(temp);
     }
 
-#ifdef SCREENING
     plasma_state_t<number_t> pstate{};
     fill_plasma_state(pstate, temp, state.rho, Y);
-#endif
-
-    const tf_t tfactors = evaluate_tfactors(state.T);
-
-    fill_reaclib_rates<do_T_derivatives, T>(tfactors, rate_eval);
-
-    temp_tabular::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
-
-    // Calculate Derived Rates. This should go last but before approx rates.
-    fill_derived_rates<do_T_derivatives, T>(tfactors, rate_eval);
-
-
-#ifdef SCREENING
-    // Evaluate screening factors
 
-    amrex::Real ratraw, dratraw_dT;
-    amrex::Real scor, dscor_dt;
-    [[maybe_unused]] amrex::Real scor2, dscor2_dt;
+    amrex::Real log_scor, dlog_scor_dT;
 
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 6.0_rt, 12.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_C12) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_C12) = dlog_scor_dT;
+        }
+    }
 
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 6.0_rt, 12.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_C12) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_C12) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_C12_to_N13_reaclib);
-    rate_eval.screened_rates(k_p_C12_to_N13_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(6.0_rt, 12.0_rt, 6.0_rt, 12.0_rt);
+        static_assert(scn_fac.z1 == 6.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_C12_C12) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_C12_C12) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 6.0_rt, 12.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 2.0_rt, 4.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_C12_to_O16_reaclib);
-    rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_He4) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_He4) = dlog_scor_dT;
+        }
     }
 
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 16.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_O16) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib);
-    rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 10.0_rt, 20.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ne20) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ne20) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib);
-    rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ne20_to_p_Na23_reaclib);
-    rate_eval.screened_rates(k_He4_Ne20_to_p_Na23_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ne20_to_p_Na23_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_p_Na23_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 11.0_rt, 23.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Na23) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Na23) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Na23_to_Mg24_reaclib);
-    rate_eval.screened_rates(k_p_Na23_to_Mg24_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Na23_to_Mg24_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_Mg24_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(6.0_rt, 12.0_rt, 8.0_rt, 16.0_rt);
+        static_assert(scn_fac.z1 == 6.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_C12_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_C12_O16) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Na23_to_He4_Ne20_reaclib);
-    rate_eval.screened_rates(k_p_Na23_to_He4_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Na23_to_He4_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_He4_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 4.0_rt, 8.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Be8) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Be8) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(6.0_rt, 12.0_rt, 6.0_rt, 12.0_rt);
-        static_assert(scn_fac.z1 == 6.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 13.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_N13) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_N13) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_C12_C12_to_n_Mg23_reaclib);
-    rate_eval.screened_rates(k_C12_C12_to_n_Mg23_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_C12_to_n_Mg23_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_n_Mg23_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+}
+#endif
 
-    ratraw = rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib);
-    rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
 
-    ratraw = rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib);
-    rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+template <int do_T_derivatives, typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void evaluate_rates(const burn_t& state,
+                    const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                    T& rate_eval) {
 
+    // here Y is consistent with state.xn
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 13.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
+    [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
 
-    ratraw = rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib);
-    rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    const tf_t tfactors = evaluate_tfactors(state.T);
 
+    // Precompute screening terms
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(6.0_rt, 12.0_rt, 8.0_rt, 16.0_rt);
-        static_assert(scn_fac.z1 == 6.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
+#ifdef SCREENING
+    evaluate_screening<do_T_derivatives, T>(state, Y, rate_eval);
+#endif
 
-    ratraw = rate_eval.screened_rates(k_C12_O16_to_He4_Mg24_reaclib);
-    rate_eval.screened_rates(k_C12_O16_to_He4_Mg24_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_O16_to_He4_Mg24_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_He4_Mg24_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    // Fill in different rates
 
+    fill_reaclib_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 2.0_rt, 4.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
+    temp_tabular::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
+    // fill modified rates next -- these can have ReacLib or
+    // TemperatureTabular/StarLib rates as the original rate
+    modified_rates::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
-    {
-        constexpr auto scn_fac2 = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 4.0_rt, 8.0_rt);
-        static_assert(scn_fac2.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac2, scor2, dscor2_dt);
-    }
+    // Calculate Derived Rates next. This should go last but before
+    // approx rates, since those may have ReacLibRate,
+    // TemperatureTabularRate / StarLibRate, or DerivedRate as the
+    // underlying rate.
 
-    ratraw = rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib);
-    rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib) *= scor * scor2;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib) = ratraw * (scor * dscor2_dt + dscor_dt * scor2) + dratraw_dT * scor * scor2;
-    }
+    fill_derived_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
-#endif
 
     // Fill approximate rates
 
     fill_approx_rates<do_T_derivatives, T>(tfactors, state.rho, Y, rate_eval);
 
-    // Calculate tabular rates
+    // Calculate tabular weak rates
 
     [[maybe_unused]] amrex::Real rate, drate_dt, edot_nu, edot_gamma;
 
@@ -312,7 +271,7 @@ void evaluate_rates(const burn_t& state,
 
 // backwards-compatible wrapper
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void evaluate_rates(const burn_t& state,
                     T& rate_eval) {
 
@@ -327,17 +286,19 @@ void evaluate_rates(const burn_t& state,
 
 
 #ifdef NSE_NET
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_ydot_weak(const burn_t& state,
-             amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
-             amrex::Real& enuc_weak,
-             [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y) {
+                   amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
+                   amrex::Real& enuc_weak,
+                   [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y) {
     ///
     /// Calculate Ydots contribute only from weak reactions.
     /// This is used to calculate dyedt and energy generation from
     /// weak reactions for self-consistent NSE
     ///
 
+    using namespace modified_rates;
+    using namespace temp_tabular;
 
     // initialize ydot_nuc to 0
 
@@ -347,42 +308,44 @@ void get_ydot_weak(const burn_t& state,
 
     rate_t rate_eval;
 
-    [[maybe_unused]] amrex::Real rate, drate_dt, edot_nu, edot_gamma;
+    constexpr int do_T_derivatives = 0;
+    [[maybe_unused]] amrex::Real rate, drate_dT, edot_nu, edot_gamma;
     [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
 
     rate_eval.enuc_weak = 0.0_rt;
 
-    // Calculate tabular rates and get ydot_weak
+    // Compute all weak rates and get ydot_weak
 
     amrex::Real log_temp = std::log10(state.T);
     amrex::Real log_rhoy = std::log10(rhoy);
 
     tabular_evaluate(j_Na23_Ne23_meta, j_Na23_Ne23_rhoy, j_Na23_Ne23_temp, j_Na23_Ne23_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Na23_to_Ne23_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Na23) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ne23_Na23_meta, j_Ne23_Na23_rhoy, j_Ne23_Na23_temp, j_Ne23_Na23_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ne23_to_Na23_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ne23) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Mg23_Na23_meta, j_Mg23_Na23_rhoy, j_Mg23_Na23_temp, j_Mg23_Na23_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Mg23_to_Na23_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Mg23) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_n_p_meta, j_n_p_rhoy, j_n_p_temp, j_n_p_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_n_to_p_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(N) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_p_n_meta, j_p_n_rhoy, j_p_n_temp, j_p_n_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_p_to_n_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(H1) * (edot_nu + edot_gamma);
 
-    auto screened_rates = rate_eval.screened_rates;
+
+    const auto& screened_rates = rate_eval.screened_rates;
 
     ydot_nuc(N) =
         (-screened_rates(k_n_to_p_weaktab)*Y(N) + screened_rates(k_p_to_n_weaktab)*Y(H1));
@@ -417,7 +380,7 @@ void get_ydot_weak(const burn_t& state,
 #endif
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void rhs_nuc(const burn_t& state,
              amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
              const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
@@ -505,7 +468,7 @@ void rhs_nuc(const burn_t& state,
 }
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void actual_rhs (const burn_t& state, amrex::Array1D<amrex::Real, 1, neqs>& ydot)
 {
 
@@ -552,7 +515,7 @@ void actual_rhs (const burn_t& state, amrex::Array1D<amrex::Real, 1, neqs>& ydot
 
 
 template<class MatrixType>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void jac_nuc(const burn_t& state,
              MatrixType& jac,
              const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
@@ -873,7 +836,7 @@ void jac_nuc(const burn_t& state,
 
 
 template<class MatrixType>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void actual_jac(const burn_t& state, MatrixType& jac)
 {
 
diff --git a/networks/ignition_reaclib/URCA-medium/approximate_rates.H b/networks/ignition_reaclib/URCA-medium/approximate_rates.H
new file mode 100644
index 0000000000..14d44a7403
--- /dev/null
+++ b/networks/ignition_reaclib/URCA-medium/approximate_rates.H
@@ -0,0 +1,31 @@
+#ifndef APPROXIMATE_RATES_H
+#define APPROXIMATE_RATES_H
+
+#include <AMReX.H>
+#include <AMReX_Print.H>
+
+#include <tfactors.H>
+#include <actual_network.H>
+#include <rate_type.H>
+
+using namespace Rates;
+using namespace Species;
+
+
+
+template <int do_T_derivatives, typename T>
+AMREX_GPU_HOST_DEVICE AMREX_INLINE
+void
+fill_approx_rates([[maybe_unused]] const tf_t& tfactors,
+                  [[maybe_unused]] const amrex::Real rho,
+                  [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                  [[maybe_unused]] T& rate_eval)
+{
+
+    [[maybe_unused]] amrex::Real rate{};
+    [[maybe_unused]] amrex::Real drate_dT{};
+
+
+}
+
+#endif
diff --git a/networks/ignition_reaclib/URCA-medium/interp_tools.H b/networks/ignition_reaclib/URCA-medium/interp_tools.H
index 5444bb552a..bbc0d26855 100644
--- a/networks/ignition_reaclib/URCA-medium/interp_tools.H
+++ b/networks/ignition_reaclib/URCA-medium/interp_tools.H
@@ -55,7 +55,7 @@ namespace interp_net {
 
         if (x0 < x_array(left)) {
             idx = left;
-        } else if (x0 > x_array(right)) {
+        } else if (x0 >= x_array(right)) {
             idx = right - 1;
         } else {
             idx = find_index(x0, x_array);
diff --git a/networks/ignition_reaclib/URCA-medium/modified_rates.H b/networks/ignition_reaclib/URCA-medium/modified_rates.H
new file mode 100644
index 0000000000..37deb29474
--- /dev/null
+++ b/networks/ignition_reaclib/URCA-medium/modified_rates.H
@@ -0,0 +1,31 @@
+#ifndef MODIFIED_RATES_H
+#define MODIFIED_RATES_H
+
+#include <AMReX.H>
+#include <AMReX_Print.H>
+
+#include <tfactors.H>
+#include <actual_network.H>
+#include <rate_type.H>
+#include <temperature_table_rates.H>
+#include <reaclib_rates.H>
+
+namespace modified_rates {
+
+    using namespace temp_tabular;
+
+
+    template <int do_T_derivatives, typename T>
+    AMREX_GPU_HOST_DEVICE AMREX_INLINE
+    void
+    fill_rates([[maybe_unused]] const tf_t& tfactors,
+               [[maybe_unused]] T& rate_eval)
+    {
+
+        [[maybe_unused]] amrex::Real rate;
+        [[maybe_unused]] amrex::Real drate_dT;
+
+
+    }
+}
+#endif
diff --git a/networks/ignition_reaclib/URCA-medium/partition_functions.H b/networks/ignition_reaclib/URCA-medium/partition_functions.H
index 7027c43e3e..05faa07358 100644
--- a/networks/ignition_reaclib/URCA-medium/partition_functions.H
+++ b/networks/ignition_reaclib/URCA-medium/partition_functions.H
@@ -22,7 +22,7 @@ namespace part_fun {
     // interpolation routine
 
     template <typename T>
-    AMREX_GPU_HOST_DEVICE AMREX_INLINE
+    AMREX_GPU_DEVICE AMREX_INLINE
     void interpolate_pf(const amrex::Real t9, int idx,
                         const T& temp_array, const T& pf_array,
                         amrex::Real& logpf, amrex::Real& dlogpf_dT9) {
@@ -66,7 +66,7 @@ namespace part_fun {
         // Store the coefficient and derivative adjacent in memory, as they're
         // always accessed at the same time.
         amrex::Array2D<amrex::Real, 1, NumSpecTotal, 1, 2, amrex::Order::C> data;
-        AMREX_GPU_HOST_DEVICE AMREX_INLINE
+        AMREX_GPU_DEVICE AMREX_INLINE
         pf_cache_t() {
             // The entries will be default-initialized to -900,
             // log(partition_function) should never be -900.
@@ -82,7 +82,7 @@ namespace part_fun {
 // get the partition function for nucleus inuc.  Here pf_cache
 // should already contain the index into the temp / pf arrays
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function(const int inuc,
                             [[maybe_unused]] const amrex::Real T9,
                             const part_fun::pf_cache_t& pf_cache,
@@ -110,7 +110,7 @@ void get_partition_function(const int inuc,
 // index into the arrays. Uses tfactors instead of T9 as argument,
 // and returns pf and dpf_dT instead of logpf and dlogpf_dT9
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function(const int inuc,
                             [[maybe_unused]] const tf_t& tfactors,
                             amrex::Real& pf, amrex::Real& dpf_dT) {
@@ -130,7 +130,7 @@ void get_partition_function(const int inuc,
 }
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function_cached(const int inuc, const amrex::Real T9,
                                    part_fun::pf_cache_t& pf_cache,
                                    amrex::Real& logpf, amrex::Real& dlogpf_dT9) {
@@ -148,7 +148,7 @@ void get_partition_function_cached(const int inuc, const amrex::Real T9,
 
 
 template <int spec>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 constexpr amrex::Real get_spin_state() {
 
     static_assert(spec >= 1 && spec <= NumSpec);
@@ -188,7 +188,7 @@ constexpr amrex::Real get_spin_state() {
 
 // Legacy (non-templated) interface
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 amrex::Real get_spin_state (int spec) {
 
     amrex::Real s = -1.0_rt;
diff --git a/networks/ignition_reaclib/URCA-medium/pynucastro-info.txt b/networks/ignition_reaclib/URCA-medium/pynucastro-info.txt
index e055581de4..6256cf5f54 100644
--- a/networks/ignition_reaclib/URCA-medium/pynucastro-info.txt
+++ b/networks/ignition_reaclib/URCA-medium/pynucastro-info.txt
@@ -1 +1 @@
-pynucastro version: 2.9.0-28-gbcc09d414
+pynucastro version: 2.11.0-7-g6944c31a3
diff --git a/networks/ignition_reaclib/URCA-medium/rate_type.H b/networks/ignition_reaclib/URCA-medium/rate_type.H
new file mode 100644
index 0000000000..4819ade44e
--- /dev/null
+++ b/networks/ignition_reaclib/URCA-medium/rate_type.H
@@ -0,0 +1,25 @@
+#ifndef NET_RATE_TYPE_H
+#define NET_RATE_TYPE_H
+
+#include <actual_network.H>
+
+struct rate_t {
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  screened_rates;
+#ifdef SCREENING
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  log_screen;
+#endif
+    amrex::Real enuc_weak;
+};
+
+struct rate_derivs_t {
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  screened_rates;
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  dscreened_rates_dT;
+#ifdef SCREENING
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  log_screen;
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  dlog_screen_dT;
+#endif
+    amrex::Real enuc_weak;
+};
+
+
+#endif
\ No newline at end of file
diff --git a/networks/ignition_reaclib/URCA-medium/reaclib_rates.H b/networks/ignition_reaclib/URCA-medium/reaclib_rates.H
index ed706619de..579e151fe4 100644
--- a/networks/ignition_reaclib/URCA-medium/reaclib_rates.H
+++ b/networks/ignition_reaclib/URCA-medium/reaclib_rates.H
@@ -6,25 +6,14 @@
 
 #include <tfactors.H>
 #include <actual_network.H>
+#include <rate_type.H>
 
 using namespace Rates;
 using namespace Species;
 
-struct rate_t {
-    amrex::Array1D<amrex::Real, 1, NumRates>  screened_rates;
-    amrex::Real enuc_weak;
-};
-
-struct rate_derivs_t {
-    amrex::Array1D<amrex::Real, 1, NumRates>  screened_rates;
-    amrex::Array1D<amrex::Real, 1, NumRates>  dscreened_rates_dT;
-    amrex::Real enuc_weak;
-};
-
-
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + p --> N13
 
@@ -39,9 +28,13 @@ void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  17.1482 + -13.692 * tfactors.T913i + -0.230881 * tfactors.T913
                          + 4.44362 * tfactors.T9 + -3.15898 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -13.692 * tfactors.T943i + (1.0/3.0) * -0.230881 * tfactors.T923i
                                   + 4.44362 + (5.0/3.0) * -3.15898 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -56,9 +49,13 @@ void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  17.5428 + -3.77849 * tfactors.T9i + -5.10735 * tfactors.T913i + -2.24111 * tfactors.T913
                          + 0.148883 * tfactors.T9 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.77849 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -5.10735 * tfactors.T943i + (1.0/3.0) * -2.24111 * tfactors.T923i
                                   + 0.148883 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -72,8 +69,8 @@ void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + He4 --> O16
 
@@ -88,9 +85,13 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  254.634 + -1.84097 * tfactors.T9i + 103.411 * tfactors.T913i + -420.567 * tfactors.T913
                          + 64.0874 * tfactors.T9 + -12.4624 * tfactors.T953 + 137.303 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.84097 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 103.411 * tfactors.T943i + (1.0/3.0) * -420.567 * tfactors.T923i
                                   + 64.0874 + (5.0/3.0) * -12.4624 * tfactors.T923 + 137.303 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -105,9 +106,13 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  69.6526 + -1.39254 * tfactors.T9i + 58.9128 * tfactors.T913i + -148.273 * tfactors.T913
                          + 9.08324 * tfactors.T9 + -0.541041 * tfactors.T953 + 70.3554 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.39254 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 58.9128 * tfactors.T943i + (1.0/3.0) * -148.273 * tfactors.T923i
                                   + 9.08324 + (5.0/3.0) * -0.541041 * tfactors.T923 + 70.3554 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -121,8 +126,8 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + He4 --> Ne20
 
@@ -137,9 +142,13 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  3.88571 + -10.3585 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.3585 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -154,9 +163,13 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  23.903 + -39.7262 * tfactors.T913i + -0.210799 * tfactors.T913
                          + 0.442879 * tfactors.T9 + -0.0797753 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.7262 * tfactors.T943i + (1.0/3.0) * -0.210799 * tfactors.T923i
                                   + 0.442879 + (5.0/3.0) * -0.0797753 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -171,9 +184,13 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  9.50848 + -12.7643 * tfactors.T9i + -3.65925 * tfactors.T913
                          + 0.714224 * tfactors.T9 + -0.00107508 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.7643 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -3.65925 * tfactors.T923i
                                   + 0.714224 + (5.0/3.0) * -0.00107508 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -187,8 +204,8 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne20 + He4 --> Mg24
 
@@ -203,9 +220,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -8.79827 + -12.7809 * tfactors.T9i + 16.9229 * tfactors.T913
                          + -2.57325 * tfactors.T9 + 0.208997 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.7809 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 16.9229 * tfactors.T923i
                                   + -2.57325 + (5.0/3.0) * 0.208997 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -220,9 +241,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  1.98307 + -9.22026 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  9.22026 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -237,9 +262,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -38.7055 + -2.50605 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.50605 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -254,9 +283,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  24.5058 + -46.2525 * tfactors.T913i + 5.58901 * tfactors.T913
                          + 7.61843 * tfactors.T9 + -3.683 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -46.2525 * tfactors.T943i + (1.0/3.0) * 5.58901 * tfactors.T923i
                                   + 7.61843 + (5.0/3.0) * -3.683 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -270,8 +303,8 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na23 + p --> Mg24
 
@@ -286,9 +319,13 @@ void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  9.0594 + -3.28029 * tfactors.T9i + -0.360588 * tfactors.T913
                          + 1.4187 * tfactors.T9 + -0.184061 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.28029 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.360588 * tfactors.T923i
                                   + 1.4187 + (5.0/3.0) * -0.184061 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -303,9 +340,13 @@ void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -5.02585 + -1.61219 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.61219 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -320,9 +361,13 @@ void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  18.9075 + -20.6428 * tfactors.T913i + 1.52954 * tfactors.T913
                          + 2.7487 * tfactors.T9 + -1.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -20.6428 * tfactors.T943i + (1.0/3.0) * 1.52954 * tfactors.T923i
                                   + 2.7487 + (5.0/3.0) * -1.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -336,8 +381,8 @@ void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Mg23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Mg23_to_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg23 + n --> Mg24
 
@@ -352,9 +397,13 @@ void rate_n_Mg23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  7.00613 + 2.66964 * tfactors.T913
                          + -0.448904 * tfactors.T9 + 0.0326505 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 2.66964 * tfactors.T923i
                                   + -0.448904 + (5.0/3.0) * 0.0326505 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -368,8 +417,8 @@ void rate_n_Mg23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_C12_to_n_Mg23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_C12_to_n_Mg23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + C12 --> n + Mg23
 
@@ -384,9 +433,13 @@ void rate_C12_C12_to_n_Mg23_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -12.8056 + -30.1498 * tfactors.T9i + 11.4826 * tfactors.T913
                          + 1.82849 * tfactors.T9 + -0.34844 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  30.1498 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 11.4826 * tfactors.T923i
                                   + 1.82849 + (5.0/3.0) * -0.34844 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -400,8 +453,8 @@ void rate_C12_C12_to_n_Mg23_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + C12 --> p + Na23
 
@@ -416,9 +469,13 @@ void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  60.9649 + -84.165 * tfactors.T913i + -1.4191 * tfactors.T913
                          + -0.114619 * tfactors.T9 + -0.070307 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -84.165 * tfactors.T943i + (1.0/3.0) * -1.4191 * tfactors.T923i
                                   + -0.114619 + (5.0/3.0) * -0.070307 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -432,8 +489,8 @@ void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + C12 --> He4 + Ne20
 
@@ -448,9 +505,13 @@ void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  61.2863 + -84.165 * tfactors.T913i + -1.56627 * tfactors.T913
                          + -0.0736084 * tfactors.T9 + -0.072797 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -84.165 * tfactors.T943i + (1.0/3.0) * -1.56627 * tfactors.T923i
                                   + -0.0736084 + (5.0/3.0) * -0.072797 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -464,8 +525,8 @@ void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, a
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N13 + He4 --> p + O16
 
@@ -480,9 +541,13 @@ void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  40.4644 + -35.829 * tfactors.T913i + -0.530275 * tfactors.T913
                          + -0.982462 * tfactors.T9 + 0.0808059 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -35.829 * tfactors.T943i + (1.0/3.0) * -0.530275 * tfactors.T923i
                                   + -0.982462 + (5.0/3.0) * 0.0808059 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -496,8 +561,8 @@ void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_O16_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_O16_to_He4_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + C12 --> He4 + Mg24
 
@@ -512,9 +577,13 @@ void rate_C12_O16_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  48.5341 + 0.37204 * tfactors.T9i + -133.413 * tfactors.T913i + 50.1572 * tfactors.T913
                          + -3.15987 * tfactors.T9 + 0.0178251 * tfactors.T953 + -23.7027 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.37204 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -133.413 * tfactors.T943i + (1.0/3.0) * 50.1572 * tfactors.T923i
                                   + -3.15987 + (5.0/3.0) * 0.0178251 * tfactors.T923 + -23.7027 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -528,8 +597,8 @@ void rate_C12_O16_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, a
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ne20_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ne20_to_p_Na23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne20 + He4 --> p + Na23
 
@@ -544,9 +613,13 @@ void rate_He4_Ne20_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -6.37772 + -29.8896 * tfactors.T9i + 19.7297 * tfactors.T913
                          + -2.20987 * tfactors.T9 + 0.153374 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  29.8896 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 19.7297 * tfactors.T923i
                                   + -2.20987 + (5.0/3.0) * 0.153374 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -561,9 +634,13 @@ void rate_He4_Ne20_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  0.227472 + -29.4348 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  29.4348 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -578,9 +655,13 @@ void rate_He4_Ne20_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  19.1852 + -27.5738 * tfactors.T9i + -20.0024 * tfactors.T913i + 11.5988 * tfactors.T913
                          + -1.37398 * tfactors.T9 + -1.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  27.5738 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -20.0024 * tfactors.T943i + (1.0/3.0) * 11.5988 * tfactors.T923i
                                   + -1.37398 + (5.0/3.0) * -1.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -594,8 +675,8 @@ void rate_He4_Ne20_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na23 + p --> He4 + Ne20
 
@@ -610,9 +691,13 @@ void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -6.58736 + -2.31577 * tfactors.T9i + 19.7297 * tfactors.T913
                          + -2.20987 * tfactors.T9 + 0.153374 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.31577 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 19.7297 * tfactors.T923i
                                   + -2.20987 + (5.0/3.0) * 0.153374 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -627,9 +712,13 @@ void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  0.0178295 + -1.86103 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.86103 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -644,9 +733,13 @@ void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  18.9756 + -20.0024 * tfactors.T913i + 11.5988 * tfactors.T913
                          + -1.37398 * tfactors.T9 + -1.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -20.0024 * tfactors.T943i + (1.0/3.0) * 11.5988 * tfactors.T923i
                                   + -1.37398 + (5.0/3.0) * -1.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -660,8 +753,8 @@ void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Mg23_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Mg23_to_p_Na23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg23 + n --> p + Na23
 
@@ -676,9 +769,13 @@ void rate_n_Mg23_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  19.4638 + 0.993488 * tfactors.T913
                          + -0.257094 * tfactors.T9 + 0.0284334 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 0.993488 * tfactors.T923i
                                   + -0.257094 + (5.0/3.0) * 0.0284334 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -692,8 +789,8 @@ void rate_n_Mg23_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Mg23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Mg23_to_He4_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg23 + n --> He4 + Ne20
 
@@ -708,9 +805,13 @@ void rate_n_Mg23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  17.7448 + 1.83199 * tfactors.T913
                          + -0.290485 * tfactors.T9 + 0.0242929 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 1.83199 * tfactors.T923i
                                   + -0.290485 + (5.0/3.0) * 0.0242929 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -724,8 +825,8 @@ void rate_n_Mg23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Mg23_to_C12_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Mg23_to_C12_C12_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg23 + n --> C12 + C12
 
@@ -740,9 +841,13 @@ void rate_n_Mg23_to_C12_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -12.8267 + 11.4826 * tfactors.T913
                          + 1.82849 * tfactors.T9 + -0.34844 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 11.4826 * tfactors.T923i
                                   + 1.82849 + (5.0/3.0) * -0.34844 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -756,8 +861,8 @@ void rate_n_Mg23_to_C12_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // 3 He4 --> C12
 
@@ -772,9 +877,13 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -11.7884 + -1.02446 * tfactors.T9i + -23.57 * tfactors.T913i + 20.4886 * tfactors.T913
                          + -12.9882 * tfactors.T9 + -20.0 * tfactors.T953 + -2.16667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.02446 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -23.57 * tfactors.T943i + (1.0/3.0) * 20.4886 * tfactors.T923i
                                   + -12.9882 + (5.0/3.0) * -20.0 * tfactors.T923 + -2.16667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -789,9 +898,13 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -0.971052 + -37.06 * tfactors.T913i + 29.3493 * tfactors.T913
                          + -115.507 * tfactors.T9 + -10.0 * tfactors.T953 + -1.33333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -37.06 * tfactors.T943i + (1.0/3.0) * 29.3493 * tfactors.T923i
                                   + -115.507 + (5.0/3.0) * -10.0 * tfactors.T923 + -1.33333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -806,9 +919,13 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -24.3505 + -4.12656 * tfactors.T9i + -13.49 * tfactors.T913i + 21.4259 * tfactors.T913
                          + -1.34769 * tfactors.T9 + 0.0879816 * tfactors.T953 + -13.1653 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.12656 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -13.49 * tfactors.T943i + (1.0/3.0) * 21.4259 * tfactors.T923i
                                   + -1.34769 + (5.0/3.0) * 0.0879816 * tfactors.T923 + -13.1653 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -822,133 +939,298 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 
-
 template <int do_T_derivatives, typename T>
 AMREX_GPU_HOST_DEVICE AMREX_INLINE
 void
-fill_reaclib_rates(const tf_t& tfactors, T& rate_eval)
+fill_reaclib_rates([[maybe_unused]] const tf_t& tfactors,
+                   [[maybe_unused]] T& rate_eval)
 {
 
-    amrex::Real rate;
-    amrex::Real drate_dT;
+    [[maybe_unused]] amrex::Real rate;
+    [[maybe_unused]] amrex::Real drate_dT;
 
-    rate_p_C12_to_N13_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_C12_to_N13_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib) = drate_dT;
-
-    }
-    rate_He4_C12_to_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = drate_dT;
-
-    }
-    rate_He4_O16_to_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ne20_to_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib) = drate_dT;
-
-    }
-    rate_p_Na23_to_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Na23_to_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_Mg24_reaclib) = drate_dT;
-
-    }
-    rate_n_Mg23_to_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Mg23_to_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Mg23_to_Mg24_reaclib) = drate_dT;
-
-    }
-    rate_C12_C12_to_n_Mg23_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_C12_to_n_Mg23_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_n_Mg23_reaclib) = drate_dT;
-
-    }
-    rate_C12_C12_to_p_Na23_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib) = drate_dT;
-
-    }
-    rate_C12_C12_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib) = drate_dT;
-
-    }
-    rate_He4_N13_to_p_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib) = drate_dT;
-
-    }
-    rate_C12_O16_to_He4_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_O16_to_He4_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_He4_Mg24_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ne20_to_p_Na23_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ne20_to_p_Na23_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_p_Na23_reaclib) = drate_dT;
-
-    }
-    rate_p_Na23_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Na23_to_He4_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_He4_Ne20_reaclib) = drate_dT;
-
-    }
-    rate_n_Mg23_to_p_Na23_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Mg23_to_p_Na23_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Mg23_to_p_Na23_reaclib) = drate_dT;
-
-    }
-    rate_n_Mg23_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Mg23_to_He4_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Mg23_to_He4_Ne20_reaclib) = drate_dT;
-
-    }
-    rate_n_Mg23_to_C12_C12_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Mg23_to_C12_C12_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Mg23_to_C12_C12_reaclib) = drate_dT;
-
-    }
-    rate_He4_He4_He4_to_C12_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib) = drate_dT;
+    {
+        // p_C12_to_N13_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_C12);
+        }
+#endif
+        rate_p_C12_to_N13_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_C12_to_N13_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_C12_to_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_C12);
+        }
+#endif
+        rate_He4_C12_to_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O16_to_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O16);
+        }
+#endif
+        rate_He4_O16_to_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ne20_to_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ne20);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ne20);
+        }
+#endif
+        rate_He4_Ne20_to_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Na23_to_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Na23);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Na23);
+        }
+#endif
+        rate_p_Na23_to_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Na23_to_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Na23_to_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Mg23_to_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Mg23_to_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Mg23_to_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Mg23_to_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_C12_to_n_Mg23_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_C12);
+        }
+#endif
+        rate_C12_C12_to_n_Mg23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_C12_to_n_Mg23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_C12_to_n_Mg23_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_C12_to_p_Na23_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_C12);
+        }
+#endif
+        rate_C12_C12_to_p_Na23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_C12_to_He4_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_C12);
+        }
+#endif
+        rate_C12_C12_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_N13_to_p_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_N13);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_N13);
+        }
+#endif
+        rate_He4_N13_to_p_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_O16_to_He4_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_O16);
+        }
+#endif
+        rate_C12_O16_to_He4_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_O16_to_He4_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_O16_to_He4_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ne20_to_p_Na23_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ne20);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ne20);
+        }
+#endif
+        rate_He4_Ne20_to_p_Na23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ne20_to_p_Na23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ne20_to_p_Na23_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Na23_to_He4_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Na23);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Na23);
+        }
+#endif
+        rate_p_Na23_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Na23_to_He4_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Na23_to_He4_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Mg23_to_p_Na23_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Mg23_to_p_Na23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Mg23_to_p_Na23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Mg23_to_p_Na23_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Mg23_to_He4_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Mg23_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Mg23_to_He4_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Mg23_to_He4_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Mg23_to_C12_C12_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Mg23_to_C12_C12_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Mg23_to_C12_C12_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Mg23_to_C12_C12_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_He4_He4_to_C12_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_He4) + rate_eval.log_screen(k_He4_Be8);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_He4) + rate_eval.dlog_screen_dT(k_He4_Be8);
+        }
+#endif
+        rate_He4_He4_He4_to_C12_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib) = drate_dT;
+        }
     }
 
-}
-
-template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void
-fill_approx_rates([[maybe_unused]] const tf_t& tfactors,
-                  [[maybe_unused]] const amrex::Real rho,
-                  [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
-                  [[maybe_unused]] T& rate_eval)
-{
-
-    [[maybe_unused]] amrex::Real rate{};
-    [[maybe_unused]] amrex::Real drate_dT{};
-
 
 }
 
diff --git a/networks/ignition_reaclib/URCA-medium/table_rates.H b/networks/ignition_reaclib/URCA-medium/table_rates.H
index 71115374bb..e604548703 100644
--- a/networks/ignition_reaclib/URCA-medium/table_rates.H
+++ b/networks/ignition_reaclib/URCA-medium/table_rates.H
@@ -55,11 +55,11 @@ constexpr int add_vars = 1;  // 1 Additional Var in entries
 namespace rate_tables
 {
     // Na23 --> Ne23
-    inline AMREX_GPU_MANAGED table_t j_Na23_Ne23_meta{.ntemp=39, .nrhoy=152, .nvars=3, .nheader=7};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 152> j_Na23_Ne23_rhoy{7.0, 8.0, 8.02, 8.04, 8.06, 8.08, 8.1, 8.12, 8.14, 8.16, 8.18, 8.2, 8.22, 8.24, 8.26, 8.28, 8.3, 8.32, 8.34, 8.36, 8.38, 8.4, 8.42, 8.44, 8.46, 8.48, 8.5, 8.52, 8.54, 8.56, 8.58, 8.6, 8.62, 8.64, 8.66, 8.68, 8.7, 8.72, 8.74, 8.76, 8.78, 8.8, 8.82, 8.84, 8.86, 8.88, 8.9, 8.92, 8.94, 8.96, 8.98, 9.0, 9.02, 9.04, 9.06, 9.08, 9.1, 9.12, 9.14, 9.16, 9.18, 9.2, 9.22, 9.24, 9.26, 9.28, 9.3, 9.32, 9.34, 9.36, 9.38, 9.4, 9.42, 9.44, 9.46, 9.48, 9.5, 9.52, 9.54, 9.56, 9.58, 9.6, 9.62, 9.64, 9.66, 9.68, 9.7, 9.72, 9.74, 9.76, 9.78, 9.8, 9.82, 9.84, 9.86, 9.88, 9.9, 9.92, 9.94, 9.96, 9.98, 10.0, 10.02, 10.04, 10.06, 10.08, 10.1, 10.12, 10.14, 10.16, 10.18, 10.2, 10.22, 10.24, 10.26, 10.28, 10.3, 10.32, 10.34, 10.36, 10.38, 10.4, 10.42, 10.44, 10.46, 10.48, 10.5, 10.52, 10.54, 10.56, 10.58, 10.6, 10.62, 10.64, 10.66, 10.68, 10.7, 10.72, 10.74, 10.76, 10.78, 10.8, 10.82, 10.84, 10.86, 10.88, 10.9, 10.92, 10.94, 10.96, 10.98, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 39> j_Na23_Ne23_temp{7.0, 7.2, 7.4, 7.6, 7.8, 8.0, 8.05, 8.1, 8.15, 8.2, 8.25, 8.3, 8.35, 8.4, 8.45, 8.5, 8.55, 8.6, 8.65, 8.7, 8.75, 8.8, 8.85, 8.9, 8.95, 9.0, 9.05, 9.1, 9.15, 9.2, 9.25, 9.3, 9.35, 9.4, 9.45, 9.5, 9.55, 9.6, 9.65};
+    inline AMREX_GPU_DEVICE table_t j_Na23_Ne23_meta{.ntemp=39, .nrhoy=152, .nvars=3, .nheader=7};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 152> j_Na23_Ne23_rhoy{7.0, 8.0, 8.02, 8.04, 8.06, 8.08, 8.1, 8.12, 8.14, 8.16, 8.18, 8.2, 8.22, 8.24, 8.26, 8.28, 8.3, 8.32, 8.34, 8.36, 8.38, 8.4, 8.42, 8.44, 8.46, 8.48, 8.5, 8.52, 8.54, 8.56, 8.58, 8.6, 8.62, 8.64, 8.66, 8.68, 8.7, 8.72, 8.74, 8.76, 8.78, 8.8, 8.82, 8.84, 8.86, 8.88, 8.9, 8.92, 8.94, 8.96, 8.98, 9.0, 9.02, 9.04, 9.06, 9.08, 9.1, 9.12, 9.14, 9.16, 9.18, 9.2, 9.22, 9.24, 9.26, 9.28, 9.3, 9.32, 9.34, 9.36, 9.38, 9.4, 9.42, 9.44, 9.46, 9.48, 9.5, 9.52, 9.54, 9.56, 9.58, 9.6, 9.62, 9.64, 9.66, 9.68, 9.7, 9.72, 9.74, 9.76, 9.78, 9.8, 9.82, 9.84, 9.86, 9.88, 9.9, 9.92, 9.94, 9.96, 9.98, 10.0, 10.02, 10.04, 10.06, 10.08, 10.1, 10.12, 10.14, 10.16, 10.18, 10.2, 10.22, 10.24, 10.26, 10.28, 10.3, 10.32, 10.34, 10.36, 10.38, 10.4, 10.42, 10.44, 10.46, 10.48, 10.5, 10.52, 10.54, 10.56, 10.58, 10.6, 10.62, 10.64, 10.66, 10.68, 10.7, 10.72, 10.74, 10.76, 10.78, 10.8, 10.82, 10.84, 10.86, 10.88, 10.9, 10.92, 10.94, 10.96, 10.98, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 39> j_Na23_Ne23_temp{7.0, 7.2, 7.4, 7.6, 7.8, 8.0, 8.05, 8.1, 8.15, 8.2, 8.25, 8.3, 8.35, 8.4, 8.45, 8.5, 8.55, 8.6, 8.65, 8.7, 8.75, 8.8, 8.85, 8.9, 8.95, 9.0, 9.05, 9.1, 9.15, 9.2, 9.25, 9.3, 9.35, 9.4, 9.45, 9.5, 9.55, 9.6, 9.65};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 39, 1, 152, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 39, 1, 152, 1, num_vars>
          j_Na23_Ne23_data{
 -500.0,          -500.0,          -500.0,          -500.0,        -304.208,        -194.469,        -174.031,        -155.799,        -139.535,        -125.019,        -112.071,        -100.513,        -90.2015,        -80.9905,        -72.7671,        -65.4223,         -58.862,        -52.9971,        -47.7556,        -43.0683,        -38.8758,        -35.1234,        -31.7647,        -28.7564,        -26.0611,        -23.6451,        -21.4789,        -19.5354,        -17.7914,        -16.2253,        -14.8191,        -13.5556,        -12.4194,        -11.3989,        -10.4727,        -9.63791,        -8.88058,         -8.1897,        -7.55501,  // RATE
 -500.0,          -500.0,          -500.0,          -500.0,        -209.903,        -134.957,        -120.985,        -108.517,        -97.3886,        -87.4522,        -78.5825,        -70.6627,          -63.59,        -57.2675,        -51.6186,        -46.5671,        -42.0496,        -38.0059,        -34.3877,        -31.1455,        -28.2406,        -25.6351,        -23.2976,        -21.1985,        -19.3123,         -17.616,        -16.0897,        -14.7149,        -13.4758,        -12.3578,        -11.3484,        -10.4357,        -9.60912,        -8.85825,        -8.17457,        -7.54954,        -6.97573,        -6.44582,        -5.95384,
@@ -520,11 +520,11 @@ namespace rate_tables
          };
 
     // Ne23 --> Na23
-    inline AMREX_GPU_MANAGED table_t j_Ne23_Na23_meta{.ntemp=39, .nrhoy=152, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 152> j_Ne23_Na23_rhoy{7.0, 8.0, 8.02, 8.04, 8.06, 8.08, 8.1, 8.12, 8.14, 8.16, 8.18, 8.2, 8.22, 8.24, 8.26, 8.28, 8.3, 8.32, 8.34, 8.36, 8.38, 8.4, 8.42, 8.44, 8.46, 8.48, 8.5, 8.52, 8.54, 8.56, 8.58, 8.6, 8.62, 8.64, 8.66, 8.68, 8.7, 8.72, 8.74, 8.76, 8.78, 8.8, 8.82, 8.84, 8.86, 8.88, 8.9, 8.92, 8.94, 8.96, 8.98, 9.0, 9.02, 9.04, 9.06, 9.08, 9.1, 9.12, 9.14, 9.16, 9.18, 9.2, 9.22, 9.24, 9.26, 9.28, 9.3, 9.32, 9.34, 9.36, 9.38, 9.4, 9.42, 9.44, 9.46, 9.48, 9.5, 9.52, 9.54, 9.56, 9.58, 9.6, 9.62, 9.64, 9.66, 9.68, 9.7, 9.72, 9.74, 9.76, 9.78, 9.8, 9.82, 9.84, 9.86, 9.88, 9.9, 9.92, 9.94, 9.96, 9.98, 10.0, 10.02, 10.04, 10.06, 10.08, 10.1, 10.12, 10.14, 10.16, 10.18, 10.2, 10.22, 10.24, 10.26, 10.28, 10.3, 10.32, 10.34, 10.36, 10.38, 10.4, 10.42, 10.44, 10.46, 10.48, 10.5, 10.52, 10.54, 10.56, 10.58, 10.6, 10.62, 10.64, 10.66, 10.68, 10.7, 10.72, 10.74, 10.76, 10.78, 10.8, 10.82, 10.84, 10.86, 10.88, 10.9, 10.92, 10.94, 10.96, 10.98, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 39> j_Ne23_Na23_temp{7.0, 7.2, 7.4, 7.6, 7.8, 8.0, 8.05, 8.1, 8.15, 8.2, 8.25, 8.3, 8.35, 8.4, 8.45, 8.5, 8.55, 8.6, 8.65, 8.7, 8.75, 8.8, 8.85, 8.9, 8.95, 9.0, 9.05, 9.1, 9.15, 9.2, 9.25, 9.3, 9.35, 9.4, 9.45, 9.5, 9.55, 9.6, 9.65};
+    inline AMREX_GPU_DEVICE table_t j_Ne23_Na23_meta{.ntemp=39, .nrhoy=152, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 152> j_Ne23_Na23_rhoy{7.0, 8.0, 8.02, 8.04, 8.06, 8.08, 8.1, 8.12, 8.14, 8.16, 8.18, 8.2, 8.22, 8.24, 8.26, 8.28, 8.3, 8.32, 8.34, 8.36, 8.38, 8.4, 8.42, 8.44, 8.46, 8.48, 8.5, 8.52, 8.54, 8.56, 8.58, 8.6, 8.62, 8.64, 8.66, 8.68, 8.7, 8.72, 8.74, 8.76, 8.78, 8.8, 8.82, 8.84, 8.86, 8.88, 8.9, 8.92, 8.94, 8.96, 8.98, 9.0, 9.02, 9.04, 9.06, 9.08, 9.1, 9.12, 9.14, 9.16, 9.18, 9.2, 9.22, 9.24, 9.26, 9.28, 9.3, 9.32, 9.34, 9.36, 9.38, 9.4, 9.42, 9.44, 9.46, 9.48, 9.5, 9.52, 9.54, 9.56, 9.58, 9.6, 9.62, 9.64, 9.66, 9.68, 9.7, 9.72, 9.74, 9.76, 9.78, 9.8, 9.82, 9.84, 9.86, 9.88, 9.9, 9.92, 9.94, 9.96, 9.98, 10.0, 10.02, 10.04, 10.06, 10.08, 10.1, 10.12, 10.14, 10.16, 10.18, 10.2, 10.22, 10.24, 10.26, 10.28, 10.3, 10.32, 10.34, 10.36, 10.38, 10.4, 10.42, 10.44, 10.46, 10.48, 10.5, 10.52, 10.54, 10.56, 10.58, 10.6, 10.62, 10.64, 10.66, 10.68, 10.7, 10.72, 10.74, 10.76, 10.78, 10.8, 10.82, 10.84, 10.86, 10.88, 10.9, 10.92, 10.94, 10.96, 10.98, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 39> j_Ne23_Na23_temp{7.0, 7.2, 7.4, 7.6, 7.8, 8.0, 8.05, 8.1, 8.15, 8.2, 8.25, 8.3, 8.35, 8.4, 8.45, 8.5, 8.55, 8.6, 8.65, 8.7, 8.75, 8.8, 8.85, 8.9, 8.95, 9.0, 9.05, 9.1, 9.15, 9.2, 9.25, 9.3, 9.35, 9.4, 9.45, 9.5, 9.55, 9.6, 9.65};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 39, 1, 152, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 39, 1, 152, 1, num_vars>
          j_Ne23_Na23_data{
 -1.756,         -1.7556,         -1.7556,         -1.7557,          -1.756,         -1.7563,         -1.7564,         -1.7565,         -1.7566,         -1.7567,         -1.7567,         -1.7568,         -1.7569,          -1.757,         -1.7571,         -1.7572,         -1.7573,         -1.7574,         -1.7576,         -1.7577,         -1.7578,         -1.7579,          -1.758,         -1.7581,         -1.7581,         -1.7581,         -1.7581,          -1.758,         -1.7577,         -1.7571,         -1.7557,         -1.7532,         -1.7488,         -1.7406,         -1.7298,          -1.713,           -1.69,         -1.6604,         -1.6249,  // RATE
 -2.0021,         -2.0022,         -2.0023,         -2.0023,         -2.0021,         -2.0021,         -2.0021,         -2.0022,         -2.0023,         -2.0024,         -2.0025,         -2.0027,         -2.0028,          -2.003,         -2.0031,         -2.0033,         -2.0034,         -2.0035,         -2.0037,         -2.0038,         -2.0038,         -2.0039,         -2.0038,         -2.0037,         -2.0035,         -2.0031,         -2.0026,         -2.0018,         -2.0005,         -1.9986,         -1.9954,         -1.9904,         -1.9825,         -1.9703,         -1.9524,         -1.9273,         -1.8941,         -1.8526,         -1.8037,
@@ -985,11 +985,11 @@ namespace rate_tables
          };
 
     // Mg23 --> Na23
-    inline AMREX_GPU_MANAGED table_t j_Mg23_Na23_meta{.ntemp=39, .nrhoy=152, .nvars=3, .nheader=6};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 152> j_Mg23_Na23_rhoy{7.0, 8.0, 8.02, 8.04, 8.06, 8.08, 8.1, 8.12, 8.14, 8.16, 8.18, 8.2, 8.22, 8.24, 8.26, 8.28, 8.3, 8.32, 8.34, 8.36, 8.38, 8.4, 8.42, 8.44, 8.46, 8.48, 8.5, 8.52, 8.54, 8.56, 8.58, 8.6, 8.62, 8.64, 8.66, 8.68, 8.7, 8.72, 8.74, 8.76, 8.78, 8.8, 8.82, 8.84, 8.86, 8.88, 8.9, 8.92, 8.94, 8.96, 8.98, 9.0, 9.02, 9.04, 9.06, 9.08, 9.1, 9.12, 9.14, 9.16, 9.18, 9.2, 9.22, 9.24, 9.26, 9.28, 9.3, 9.32, 9.34, 9.36, 9.38, 9.4, 9.42, 9.44, 9.46, 9.48, 9.5, 9.52, 9.54, 9.56, 9.58, 9.6, 9.62, 9.64, 9.66, 9.68, 9.7, 9.72, 9.74, 9.76, 9.78, 9.8, 9.82, 9.84, 9.86, 9.88, 9.9, 9.92, 9.94, 9.96, 9.98, 10.0, 10.02, 10.04, 10.06, 10.08, 10.1, 10.12, 10.14, 10.16, 10.18, 10.2, 10.22, 10.24, 10.26, 10.28, 10.3, 10.32, 10.34, 10.36, 10.38, 10.4, 10.42, 10.44, 10.46, 10.48, 10.5, 10.52, 10.54, 10.56, 10.58, 10.6, 10.62, 10.64, 10.66, 10.68, 10.7, 10.72, 10.74, 10.76, 10.78, 10.8, 10.82, 10.84, 10.86, 10.88, 10.9, 10.92, 10.94, 10.96, 10.98, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 39> j_Mg23_Na23_temp{7.0, 7.2, 7.4, 7.6, 7.8, 8.0, 8.05, 8.1, 8.15, 8.2, 8.25, 8.3, 8.35, 8.4, 8.45, 8.5, 8.55, 8.6, 8.65, 8.7, 8.75, 8.8, 8.85, 8.9, 8.95, 9.0, 9.05, 9.1, 9.15, 9.2, 9.25, 9.3, 9.35, 9.4, 9.45, 9.5, 9.55, 9.6, 9.65};
+    inline AMREX_GPU_DEVICE table_t j_Mg23_Na23_meta{.ntemp=39, .nrhoy=152, .nvars=3, .nheader=6};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 152> j_Mg23_Na23_rhoy{7.0, 8.0, 8.02, 8.04, 8.06, 8.08, 8.1, 8.12, 8.14, 8.16, 8.18, 8.2, 8.22, 8.24, 8.26, 8.28, 8.3, 8.32, 8.34, 8.36, 8.38, 8.4, 8.42, 8.44, 8.46, 8.48, 8.5, 8.52, 8.54, 8.56, 8.58, 8.6, 8.62, 8.64, 8.66, 8.68, 8.7, 8.72, 8.74, 8.76, 8.78, 8.8, 8.82, 8.84, 8.86, 8.88, 8.9, 8.92, 8.94, 8.96, 8.98, 9.0, 9.02, 9.04, 9.06, 9.08, 9.1, 9.12, 9.14, 9.16, 9.18, 9.2, 9.22, 9.24, 9.26, 9.28, 9.3, 9.32, 9.34, 9.36, 9.38, 9.4, 9.42, 9.44, 9.46, 9.48, 9.5, 9.52, 9.54, 9.56, 9.58, 9.6, 9.62, 9.64, 9.66, 9.68, 9.7, 9.72, 9.74, 9.76, 9.78, 9.8, 9.82, 9.84, 9.86, 9.88, 9.9, 9.92, 9.94, 9.96, 9.98, 10.0, 10.02, 10.04, 10.06, 10.08, 10.1, 10.12, 10.14, 10.16, 10.18, 10.2, 10.22, 10.24, 10.26, 10.28, 10.3, 10.32, 10.34, 10.36, 10.38, 10.4, 10.42, 10.44, 10.46, 10.48, 10.5, 10.52, 10.54, 10.56, 10.58, 10.6, 10.62, 10.64, 10.66, 10.68, 10.7, 10.72, 10.74, 10.76, 10.78, 10.8, 10.82, 10.84, 10.86, 10.88, 10.9, 10.92, 10.94, 10.96, 10.98, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 39> j_Mg23_Na23_temp{7.0, 7.2, 7.4, 7.6, 7.8, 8.0, 8.05, 8.1, 8.15, 8.2, 8.25, 8.3, 8.35, 8.4, 8.45, 8.5, 8.55, 8.6, 8.65, 8.7, 8.75, 8.8, 8.85, 8.9, 8.95, 9.0, 9.05, 9.1, 9.15, 9.2, 9.25, 9.3, 9.35, 9.4, 9.45, 9.5, 9.55, 9.6, 9.65};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 39, 1, 152, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 39, 1, 152, 1, num_vars>
          j_Mg23_Na23_data{
 -1.181,         -1.1833,         -1.1842,         -1.1831,         -1.1816,         -1.1805,         -1.1803,         -1.1802,         -1.1801,         -1.1799,         -1.1798,         -1.1797,         -1.1796,         -1.1795,         -1.1793,         -1.1792,          -1.179,         -1.1787,         -1.1784,          -1.178,         -1.1775,         -1.1769,         -1.1761,         -1.1752,          -1.174,         -1.1726,         -1.1708,         -1.1686,         -1.1659,         -1.1625,         -1.1584,         -1.1535,         -1.1474,         -1.1399,          -1.131,         -1.1196,         -1.1056,         -1.0875,         -1.0631,  // RATE
 -0.026233,       -0.026312,       -0.026717,       -0.027579,        -0.02874,        -0.02958,       -0.029691,       -0.029762,       -0.029797,       -0.029799,       -0.029769,       -0.029747,       -0.029694,        -0.02961,       -0.029558,       -0.029461,       -0.029342,       -0.029188,       -0.029051,       -0.028839,       -0.028593,       -0.028279,       -0.027923,        -0.02747,       -0.026922,       -0.026227,       -0.025383,       -0.024323,       -0.023016,       -0.021382,        -0.01936,       -0.016851,       -0.013706,      -0.0097677,      -0.0048929,       0.0011898,       0.0087027,        0.018017,        0.029482,
@@ -1450,11 +1450,11 @@ namespace rate_tables
          };
 
     // n --> p
-    inline AMREX_GPU_MANAGED table_t j_n_p_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_n_p_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_n_p_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_n_p_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_n_p_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_n_p_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_n_p_data{
 -2.959,          -2.959,          -2.959,          -2.959,       -2.958959,       -2.957841,       -2.941107,       -2.874417,       -2.540055,       -1.720786,        -0.41411,        1.802004,           4.347,  // RATE
 -2.959,          -2.959,          -2.959,          -2.959,       -2.958984,       -2.957898,       -2.941192,       -2.874417,       -2.540055,       -1.720786,        -0.41411,        1.802004,           4.347,
@@ -1492,11 +1492,11 @@ namespace rate_tables
          };
 
     // p --> n
-    inline AMREX_GPU_MANAGED table_t j_p_n_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_p_n_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_p_n_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_p_n_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_p_n_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_p_n_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_p_n_data{
 -99.69797,          -49.75,          -29.58,         -19.262,         -14.019,         -10.766,           -7.99,          -6.458,          -4.715,          -2.968,          -1.035,             1.6,           4.293,  // RATE
 -99.69797,         -48.749,          -28.58,         -18.262,         -13.606,         -10.744,          -7.989,          -6.458,          -4.715,          -2.968,          -1.035,             1.6,           4.293,
@@ -1536,7 +1536,7 @@ namespace rate_tables
 }
 
 
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_linear_1d(const amrex::Real fhi, const amrex::Real flo, const amrex::Real xhi, const amrex::Real xlo, const amrex::Real x)
 {
@@ -1549,7 +1549,7 @@ evaluate_linear_1d(const amrex::Real fhi, const amrex::Real flo, const amrex::Re
     return f;
 }
 
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_linear_2d(const amrex::Real fip1jp1, const amrex::Real fip1j, const amrex::Real fijp1, const amrex::Real fij,
           const amrex::Real xhi, const amrex::Real xlo, const amrex::Real yhi, const amrex::Real ylo,
@@ -1581,7 +1581,7 @@ evaluate_linear_2d(const amrex::Real fip1jp1, const amrex::Real fip1j, const amr
 
 
 template<typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_vars(const int irhoy_lo, const int jtemp_lo,
               const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -1611,7 +1611,7 @@ evaluate_vars(const int irhoy_lo, const int jtemp_lo,
 
 
 template<typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_dr_dtemp(const int irhoy_lo, const int jtemp_lo,
                   const table_t& table_meta, const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -1754,7 +1754,7 @@ evaluate_dr_dtemp(const int irhoy_lo, const int jtemp_lo,
 
 
 template <typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 void
 get_entries(const int irhoy_lo, const int jtemp_lo,
             const table_t& table_meta, const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -1782,7 +1782,7 @@ get_entries(const int irhoy_lo, const int jtemp_lo,
 }
 
 template <typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 void
 tabular_evaluate(const table_t& table_meta,
                  const R& log_rhoy_table, const T& log_temp_table, const D& data,
diff --git a/networks/ignition_reaclib/URCA-medium/temperature_table_rates.H b/networks/ignition_reaclib/URCA-medium/temperature_table_rates.H
index 4fdd0d89c7..8490332679 100644
--- a/networks/ignition_reaclib/URCA-medium/temperature_table_rates.H
+++ b/networks/ignition_reaclib/URCA-medium/temperature_table_rates.H
@@ -5,7 +5,7 @@
 
 #include <tfactors.H>
 #include <actual_network.H>
-
+#include <interp_tools.H>
 
 using namespace amrex::literals;
 
@@ -28,6 +28,7 @@ namespace temp_tabular {
         [[maybe_unused]] amrex::Real drate_dT;
 
 
+
     }
 
 
diff --git a/networks/ignition_reaclib/URCA-medium/urca_medium.png b/networks/ignition_reaclib/URCA-medium/urca_medium.png
index 9dac468f27..086e77ec3b 100644
Binary files a/networks/ignition_reaclib/URCA-medium/urca_medium.png and b/networks/ignition_reaclib/URCA-medium/urca_medium.png differ
diff --git a/networks/ignition_reaclib/URCA-simple/Make.package b/networks/ignition_reaclib/URCA-simple/Make.package
index fd942a5ce1..35413fdcff 100644
--- a/networks/ignition_reaclib/URCA-simple/Make.package
+++ b/networks/ignition_reaclib/URCA-simple/Make.package
@@ -2,13 +2,15 @@ PYNUCASTRO_NETWORK = TRUE
 CEXE_headers += network_properties.H
 
 ifeq ($(USE_REACT),TRUE)
-  CEXE_sources += actual_network_data.cpp
   CEXE_headers += actual_network.H
   CEXE_headers += tfactors.H
   CEXE_headers += interp_tools.H
   CEXE_headers += partition_functions.H
   CEXE_headers += actual_rhs.H
+  CEXE_headers += rate_type.H
   CEXE_headers += reaclib_rates.H
+  CEXE_headers += approximate_rates.H
+  CEXE_headers += modified_rates.H
   CEXE_headers += table_rates.H
   CEXE_headers += temperature_table_rates.H
   CEXE_headers += derived_rates.H
diff --git a/networks/ignition_reaclib/URCA-simple/actual_network.H b/networks/ignition_reaclib/URCA-simple/actual_network.H
index 6734ac37c0..6485b40be5 100644
--- a/networks/ignition_reaclib/URCA-simple/actual_network.H
+++ b/networks/ignition_reaclib/URCA-simple/actual_network.H
@@ -1,18 +1,25 @@
 #ifndef actual_network_H
 #define actual_network_H
 
+#include <random>
 #include <string_view>
 
 #include <AMReX_REAL.H>
 #include <AMReX_Array.H>
 #include <AMReX_Loop.H>
 
+#include <extern_parameters.H>
 #include <fundamental_constants.H>
 #include <network_properties.H>
 
 using namespace amrex::literals;
 
-void actual_network_init();
+
+inline
+void actual_network_init() {
+
+
+}
 
 constexpr std::string_view network_name = "pynucastro-cxx";
 
@@ -154,6 +161,14 @@ namespace Rates
         NumRates = k_p_to_n_weaktab
     };
 
+    enum ScreenPairs :
+    std::uint8_t
+    {
+        k_He4_C12 = 1,
+        k_C12_C12 = 2,
+        NumScreenPairs = k_C12_C12
+    };
+
     // rate names -- note: the rates are 1-based, not zero-based, so we pad
     // this vector with rate_names[0] = "" so the indices line up with the
     // NetworkRates enum
@@ -170,6 +185,12 @@ namespace Rates
         "p_to_n_weaktab"  // 8,
     };
 
+    template<std::uint8_t rate>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    constexpr amrex::Real get_p_random() {
+        return 0.0_rt;
+    }
+
 }
 
 #ifdef NSE_NET
diff --git a/networks/ignition_reaclib/URCA-simple/actual_rhs.H b/networks/ignition_reaclib/URCA-simple/actual_rhs.H
index aad36edc08..45f4058f03 100644
--- a/networks/ignition_reaclib/URCA-simple/actual_rhs.H
+++ b/networks/ignition_reaclib/URCA-simple/actual_rhs.H
@@ -1,5 +1,5 @@
-#ifndef actual_rhs_H
-#define actual_rhs_H
+#ifndef ACTUAL_RHS_H
+#define ACTUAL_RHS_H
 
 #include <AMReX_REAL.H>
 #include <AMReX_Array.H>
@@ -15,7 +15,10 @@
 #ifdef NEUTRINOS
 #include <neutrino.H>
 #endif
+#include <rate_type.H>
 #include <reaclib_rates.H>
+#include <approximate_rates.H>
+#include <modified_rates.H>
 #include <table_rates.H>
 #include <temperature_table_rates.H>
 #include <derived_rates.H>
@@ -28,9 +31,8 @@ using namespace Rates;
 
 using namespace rate_tables;
 
-
 template<class T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void ener_gener_rate(T const& dydt, amrex::Real& enuc)
 {
 
@@ -49,17 +51,14 @@ void ener_gener_rate(T const& dydt, amrex::Real& enuc)
 }
 
 
+#ifdef SCREENING
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void evaluate_rates(const burn_t& state,
-                    const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
-                    T& rate_eval) {
-
-    // here Y is consistent with state.xn
-
-    [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
+AMREX_GPU_DEVICE AMREX_INLINE
+void evaluate_screening(const burn_t& state,
+                        const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                        T& rate_eval) {
 
-    // Calculate Reaclib rates
+    // Evaluate screening terms
 
     using number_t = std::conditional_t<do_T_derivatives, autodiff::dual, amrex::Real>;
     number_t temp = state.T;
@@ -68,77 +67,76 @@ void evaluate_rates(const burn_t& state,
         autodiff::seed(temp);
     }
 
-#ifdef SCREENING
     plasma_state_t<number_t> pstate{};
     fill_plasma_state(pstate, temp, state.rho, Y);
-#endif
 
-    const tf_t tfactors = evaluate_tfactors(state.T);
+    amrex::Real log_scor, dlog_scor_dT;
 
-    fill_reaclib_rates<do_T_derivatives, T>(tfactors, rate_eval);
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 6.0_rt, 12.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_C12) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_C12) = dlog_scor_dT;
+        }
+    }
 
-    temp_tabular::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(6.0_rt, 12.0_rt, 6.0_rt, 12.0_rt);
+        static_assert(scn_fac.z1 == 6.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_C12_C12) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_C12_C12) = dlog_scor_dT;
+        }
+    }
 
-    // Calculate Derived Rates. This should go last but before approx rates.
-    fill_derived_rates<do_T_derivatives, T>(tfactors, rate_eval);
+}
+#endif
 
 
-#ifdef SCREENING
-    // Evaluate screening factors
+template <int do_T_derivatives, typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void evaluate_rates(const burn_t& state,
+                    const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                    T& rate_eval) {
 
-    amrex::Real ratraw, dratraw_dT;
-    amrex::Real scor, dscor_dt;
-    [[maybe_unused]] amrex::Real scor2, dscor2_dt;
+    // here Y is consistent with state.xn
 
+    [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(6.0_rt, 12.0_rt, 6.0_rt, 12.0_rt);
-        static_assert(scn_fac.z1 == 6.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
+    const tf_t tfactors = evaluate_tfactors(state.T);
 
-    ratraw = rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib);
-    rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    // Precompute screening terms
 
-    ratraw = rate_eval.screened_rates(k_C12_C12_to_n_Mg23_reaclib);
-    rate_eval.screened_rates(k_C12_C12_to_n_Mg23_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_C12_to_n_Mg23_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_n_Mg23_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+#ifdef SCREENING
+    evaluate_screening<do_T_derivatives, T>(state, Y, rate_eval);
+#endif
 
-    ratraw = rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib);
-    rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    // Fill in different rates
 
+    fill_reaclib_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 6.0_rt, 12.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
+    temp_tabular::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
-    ratraw = rate_eval.screened_rates(k_He4_C12_to_O16_reaclib);
-    rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    // fill modified rates next -- these can have ReacLib or
+    // TemperatureTabular/StarLib rates as the original rate
+    modified_rates::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
+
+    // Calculate Derived Rates next. This should go last but before
+    // approx rates, since those may have ReacLibRate,
+    // TemperatureTabularRate / StarLibRate, or DerivedRate as the
+    // underlying rate.
+
+    fill_derived_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
-#endif
 
     // Fill approximate rates
 
     fill_approx_rates<do_T_derivatives, T>(tfactors, state.rho, Y, rate_eval);
 
-    // Calculate tabular rates
+    // Calculate tabular weak rates
 
     [[maybe_unused]] amrex::Real rate, drate_dt, edot_nu, edot_gamma;
 
@@ -185,7 +183,7 @@ void evaluate_rates(const burn_t& state,
 
 // backwards-compatible wrapper
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void evaluate_rates(const burn_t& state,
                     T& rate_eval) {
 
@@ -200,17 +198,19 @@ void evaluate_rates(const burn_t& state,
 
 
 #ifdef NSE_NET
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_ydot_weak(const burn_t& state,
-             amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
-             amrex::Real& enuc_weak,
-             [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y) {
+                   amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
+                   amrex::Real& enuc_weak,
+                   [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y) {
     ///
     /// Calculate Ydots contribute only from weak reactions.
     /// This is used to calculate dyedt and energy generation from
     /// weak reactions for self-consistent NSE
     ///
 
+    using namespace modified_rates;
+    using namespace temp_tabular;
 
     // initialize ydot_nuc to 0
 
@@ -220,37 +220,39 @@ void get_ydot_weak(const burn_t& state,
 
     rate_t rate_eval;
 
-    [[maybe_unused]] amrex::Real rate, drate_dt, edot_nu, edot_gamma;
+    constexpr int do_T_derivatives = 0;
+    [[maybe_unused]] amrex::Real rate, drate_dT, edot_nu, edot_gamma;
     [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
 
     rate_eval.enuc_weak = 0.0_rt;
 
-    // Calculate tabular rates and get ydot_weak
+    // Compute all weak rates and get ydot_weak
 
     amrex::Real log_temp = std::log10(state.T);
     amrex::Real log_rhoy = std::log10(rhoy);
 
     tabular_evaluate(j_Na23_Ne23_meta, j_Na23_Ne23_rhoy, j_Na23_Ne23_temp, j_Na23_Ne23_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Na23_to_Ne23_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Na23) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ne23_Na23_meta, j_Ne23_Na23_rhoy, j_Ne23_Na23_temp, j_Ne23_Na23_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ne23_to_Na23_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ne23) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_n_p_meta, j_n_p_rhoy, j_n_p_temp, j_n_p_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_n_to_p_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(N) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_p_n_meta, j_p_n_rhoy, j_p_n_temp, j_p_n_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_p_to_n_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(H1) * (edot_nu + edot_gamma);
 
-    auto screened_rates = rate_eval.screened_rates;
+
+    const auto& screened_rates = rate_eval.screened_rates;
 
     ydot_nuc(N) =
         (-screened_rates(k_n_to_p_weaktab)*Y(N) + screened_rates(k_p_to_n_weaktab)*Y(H1));
@@ -279,7 +281,7 @@ void get_ydot_weak(const burn_t& state,
 #endif
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void rhs_nuc(const burn_t& state,
              amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
              const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
@@ -324,7 +326,7 @@ void rhs_nuc(const burn_t& state,
 }
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void actual_rhs (const burn_t& state, amrex::Array1D<amrex::Real, 1, neqs>& ydot)
 {
 
@@ -371,7 +373,7 @@ void actual_rhs (const burn_t& state, amrex::Array1D<amrex::Real, 1, neqs>& ydot
 
 
 template<class MatrixType>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void jac_nuc(const burn_t& state,
              MatrixType& jac,
              const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
@@ -567,7 +569,7 @@ void jac_nuc(const burn_t& state,
 
 
 template<class MatrixType>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void actual_jac(const burn_t& state, MatrixType& jac)
 {
 
diff --git a/networks/ignition_reaclib/URCA-simple/approximate_rates.H b/networks/ignition_reaclib/URCA-simple/approximate_rates.H
new file mode 100644
index 0000000000..14d44a7403
--- /dev/null
+++ b/networks/ignition_reaclib/URCA-simple/approximate_rates.H
@@ -0,0 +1,31 @@
+#ifndef APPROXIMATE_RATES_H
+#define APPROXIMATE_RATES_H
+
+#include <AMReX.H>
+#include <AMReX_Print.H>
+
+#include <tfactors.H>
+#include <actual_network.H>
+#include <rate_type.H>
+
+using namespace Rates;
+using namespace Species;
+
+
+
+template <int do_T_derivatives, typename T>
+AMREX_GPU_HOST_DEVICE AMREX_INLINE
+void
+fill_approx_rates([[maybe_unused]] const tf_t& tfactors,
+                  [[maybe_unused]] const amrex::Real rho,
+                  [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                  [[maybe_unused]] T& rate_eval)
+{
+
+    [[maybe_unused]] amrex::Real rate{};
+    [[maybe_unused]] amrex::Real drate_dT{};
+
+
+}
+
+#endif
diff --git a/networks/ignition_reaclib/URCA-simple/interp_tools.H b/networks/ignition_reaclib/URCA-simple/interp_tools.H
index 5444bb552a..bbc0d26855 100644
--- a/networks/ignition_reaclib/URCA-simple/interp_tools.H
+++ b/networks/ignition_reaclib/URCA-simple/interp_tools.H
@@ -55,7 +55,7 @@ namespace interp_net {
 
         if (x0 < x_array(left)) {
             idx = left;
-        } else if (x0 > x_array(right)) {
+        } else if (x0 >= x_array(right)) {
             idx = right - 1;
         } else {
             idx = find_index(x0, x_array);
diff --git a/networks/ignition_reaclib/URCA-simple/modified_rates.H b/networks/ignition_reaclib/URCA-simple/modified_rates.H
new file mode 100644
index 0000000000..37deb29474
--- /dev/null
+++ b/networks/ignition_reaclib/URCA-simple/modified_rates.H
@@ -0,0 +1,31 @@
+#ifndef MODIFIED_RATES_H
+#define MODIFIED_RATES_H
+
+#include <AMReX.H>
+#include <AMReX_Print.H>
+
+#include <tfactors.H>
+#include <actual_network.H>
+#include <rate_type.H>
+#include <temperature_table_rates.H>
+#include <reaclib_rates.H>
+
+namespace modified_rates {
+
+    using namespace temp_tabular;
+
+
+    template <int do_T_derivatives, typename T>
+    AMREX_GPU_HOST_DEVICE AMREX_INLINE
+    void
+    fill_rates([[maybe_unused]] const tf_t& tfactors,
+               [[maybe_unused]] T& rate_eval)
+    {
+
+        [[maybe_unused]] amrex::Real rate;
+        [[maybe_unused]] amrex::Real drate_dT;
+
+
+    }
+}
+#endif
diff --git a/networks/ignition_reaclib/URCA-simple/partition_functions.H b/networks/ignition_reaclib/URCA-simple/partition_functions.H
index b82ad91b79..d46b8afa47 100644
--- a/networks/ignition_reaclib/URCA-simple/partition_functions.H
+++ b/networks/ignition_reaclib/URCA-simple/partition_functions.H
@@ -22,7 +22,7 @@ namespace part_fun {
     // interpolation routine
 
     template <typename T>
-    AMREX_GPU_HOST_DEVICE AMREX_INLINE
+    AMREX_GPU_DEVICE AMREX_INLINE
     void interpolate_pf(const amrex::Real t9, int idx,
                         const T& temp_array, const T& pf_array,
                         amrex::Real& logpf, amrex::Real& dlogpf_dT9) {
@@ -66,7 +66,7 @@ namespace part_fun {
         // Store the coefficient and derivative adjacent in memory, as they're
         // always accessed at the same time.
         amrex::Array2D<amrex::Real, 1, NumSpecTotal, 1, 2, amrex::Order::C> data;
-        AMREX_GPU_HOST_DEVICE AMREX_INLINE
+        AMREX_GPU_DEVICE AMREX_INLINE
         pf_cache_t() {
             // The entries will be default-initialized to -900,
             // log(partition_function) should never be -900.
@@ -82,7 +82,7 @@ namespace part_fun {
 // get the partition function for nucleus inuc.  Here pf_cache
 // should already contain the index into the temp / pf arrays
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function(const int inuc,
                             [[maybe_unused]] const amrex::Real T9,
                             const part_fun::pf_cache_t& pf_cache,
@@ -110,7 +110,7 @@ void get_partition_function(const int inuc,
 // index into the arrays. Uses tfactors instead of T9 as argument,
 // and returns pf and dpf_dT instead of logpf and dlogpf_dT9
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function(const int inuc,
                             [[maybe_unused]] const tf_t& tfactors,
                             amrex::Real& pf, amrex::Real& dpf_dT) {
@@ -130,7 +130,7 @@ void get_partition_function(const int inuc,
 }
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function_cached(const int inuc, const amrex::Real T9,
                                    part_fun::pf_cache_t& pf_cache,
                                    amrex::Real& logpf, amrex::Real& dlogpf_dT9) {
@@ -148,7 +148,7 @@ void get_partition_function_cached(const int inuc, const amrex::Real T9,
 
 
 template <int spec>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 constexpr amrex::Real get_spin_state() {
 
     static_assert(spec >= 1 && spec <= NumSpec);
@@ -188,7 +188,7 @@ constexpr amrex::Real get_spin_state() {
 
 // Legacy (non-templated) interface
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 amrex::Real get_spin_state (int spec) {
 
     amrex::Real s = -1.0_rt;
diff --git a/networks/ignition_reaclib/URCA-simple/pynucastro-info.txt b/networks/ignition_reaclib/URCA-simple/pynucastro-info.txt
index e055581de4..6256cf5f54 100644
--- a/networks/ignition_reaclib/URCA-simple/pynucastro-info.txt
+++ b/networks/ignition_reaclib/URCA-simple/pynucastro-info.txt
@@ -1 +1 @@
-pynucastro version: 2.9.0-28-gbcc09d414
+pynucastro version: 2.11.0-7-g6944c31a3
diff --git a/networks/ignition_reaclib/URCA-simple/rate_type.H b/networks/ignition_reaclib/URCA-simple/rate_type.H
new file mode 100644
index 0000000000..4819ade44e
--- /dev/null
+++ b/networks/ignition_reaclib/URCA-simple/rate_type.H
@@ -0,0 +1,25 @@
+#ifndef NET_RATE_TYPE_H
+#define NET_RATE_TYPE_H
+
+#include <actual_network.H>
+
+struct rate_t {
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  screened_rates;
+#ifdef SCREENING
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  log_screen;
+#endif
+    amrex::Real enuc_weak;
+};
+
+struct rate_derivs_t {
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  screened_rates;
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  dscreened_rates_dT;
+#ifdef SCREENING
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  log_screen;
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  dlog_screen_dT;
+#endif
+    amrex::Real enuc_weak;
+};
+
+
+#endif
\ No newline at end of file
diff --git a/networks/ignition_reaclib/URCA-simple/reaclib_rates.H b/networks/ignition_reaclib/URCA-simple/reaclib_rates.H
index 17133c216c..4cdadbcd69 100644
--- a/networks/ignition_reaclib/URCA-simple/reaclib_rates.H
+++ b/networks/ignition_reaclib/URCA-simple/reaclib_rates.H
@@ -6,25 +6,14 @@
 
 #include <tfactors.H>
 #include <actual_network.H>
+#include <rate_type.H>
 
 using namespace Rates;
 using namespace Species;
 
-struct rate_t {
-    amrex::Array1D<amrex::Real, 1, NumRates>  screened_rates;
-    amrex::Real enuc_weak;
-};
-
-struct rate_derivs_t {
-    amrex::Array1D<amrex::Real, 1, NumRates>  screened_rates;
-    amrex::Array1D<amrex::Real, 1, NumRates>  dscreened_rates_dT;
-    amrex::Real enuc_weak;
-};
-
-
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + C12 --> He4 + Ne20
 
@@ -39,9 +28,13 @@ void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  61.2863 + -84.165 * tfactors.T913i + -1.56627 * tfactors.T913
                          + -0.0736084 * tfactors.T9 + -0.072797 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -84.165 * tfactors.T943i + (1.0/3.0) * -1.56627 * tfactors.T923i
                                   + -0.0736084 + (5.0/3.0) * -0.072797 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -55,8 +48,8 @@ void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, a
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_C12_to_n_Mg23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_C12_to_n_Mg23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + C12 --> n + Mg23
 
@@ -71,9 +64,13 @@ void rate_C12_C12_to_n_Mg23_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -12.8056 + -30.1498 * tfactors.T9i + 11.4826 * tfactors.T913
                          + 1.82849 * tfactors.T9 + -0.34844 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  30.1498 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 11.4826 * tfactors.T923i
                                   + 1.82849 + (5.0/3.0) * -0.34844 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -87,8 +84,8 @@ void rate_C12_C12_to_n_Mg23_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + C12 --> p + Na23
 
@@ -103,9 +100,13 @@ void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  60.9649 + -84.165 * tfactors.T913i + -1.4191 * tfactors.T913
                          + -0.114619 * tfactors.T9 + -0.070307 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -84.165 * tfactors.T943i + (1.0/3.0) * -1.4191 * tfactors.T923i
                                   + -0.114619 + (5.0/3.0) * -0.070307 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -119,8 +120,8 @@ void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + He4 --> O16
 
@@ -135,9 +136,13 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  254.634 + -1.84097 * tfactors.T9i + 103.411 * tfactors.T913i + -420.567 * tfactors.T913
                          + 64.0874 * tfactors.T9 + -12.4624 * tfactors.T953 + 137.303 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.84097 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 103.411 * tfactors.T943i + (1.0/3.0) * -420.567 * tfactors.T923i
                                   + 64.0874 + (5.0/3.0) * -12.4624 * tfactors.T923 + 137.303 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -152,9 +157,13 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  69.6526 + -1.39254 * tfactors.T9i + 58.9128 * tfactors.T913i + -148.273 * tfactors.T913
                          + 9.08324 * tfactors.T9 + -0.541041 * tfactors.T953 + 70.3554 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.39254 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 58.9128 * tfactors.T943i + (1.0/3.0) * -148.273 * tfactors.T923i
                                   + 9.08324 + (5.0/3.0) * -0.541041 * tfactors.T923 + 70.3554 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -168,54 +177,87 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 
-
 template <int do_T_derivatives, typename T>
 AMREX_GPU_HOST_DEVICE AMREX_INLINE
 void
-fill_reaclib_rates(const tf_t& tfactors, T& rate_eval)
+fill_reaclib_rates([[maybe_unused]] const tf_t& tfactors,
+                   [[maybe_unused]] T& rate_eval)
 {
 
-    amrex::Real rate;
-    amrex::Real drate_dT;
+    [[maybe_unused]] amrex::Real rate;
+    [[maybe_unused]] amrex::Real drate_dT;
 
-    rate_C12_C12_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib) = drate_dT;
+    {
+        // C12_C12_to_He4_Ne20_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_C12);
+        }
+#endif
+        rate_C12_C12_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib) = drate_dT;
+        }
     }
-    rate_C12_C12_to_n_Mg23_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_C12_to_n_Mg23_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_n_Mg23_reaclib) = drate_dT;
 
-    }
-    rate_C12_C12_to_p_Na23_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib) = drate_dT;
+    {
+        // C12_C12_to_n_Mg23_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_C12);
+        }
+#endif
+        rate_C12_C12_to_n_Mg23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_C12_to_n_Mg23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_C12_to_n_Mg23_reaclib) = drate_dT;
+        }
     }
-    rate_He4_C12_to_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = drate_dT;
 
-    }
+    {
+        // C12_C12_to_p_Na23_reaclib
 
-}
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_C12);
+        }
+#endif
+        rate_C12_C12_to_p_Na23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib) = drate_dT;
+        }
+    }
 
-template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void
-fill_approx_rates([[maybe_unused]] const tf_t& tfactors,
-                  [[maybe_unused]] const amrex::Real rho,
-                  [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
-                  [[maybe_unused]] T& rate_eval)
-{
+    {
+        // He4_C12_to_O16_reaclib
 
-    [[maybe_unused]] amrex::Real rate{};
-    [[maybe_unused]] amrex::Real drate_dT{};
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_C12);
+        }
+#endif
+        rate_He4_C12_to_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = drate_dT;
+        }
+    }
 
 
 }
diff --git a/networks/ignition_reaclib/URCA-simple/table_rates.H b/networks/ignition_reaclib/URCA-simple/table_rates.H
index 3c21608c0f..4f111ce636 100644
--- a/networks/ignition_reaclib/URCA-simple/table_rates.H
+++ b/networks/ignition_reaclib/URCA-simple/table_rates.H
@@ -55,11 +55,11 @@ constexpr int add_vars = 1;  // 1 Additional Var in entries
 namespace rate_tables
 {
     // Na23 --> Ne23
-    inline AMREX_GPU_MANAGED table_t j_Na23_Ne23_meta{.ntemp=39, .nrhoy=152, .nvars=3, .nheader=7};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 152> j_Na23_Ne23_rhoy{7.0, 8.0, 8.02, 8.04, 8.06, 8.08, 8.1, 8.12, 8.14, 8.16, 8.18, 8.2, 8.22, 8.24, 8.26, 8.28, 8.3, 8.32, 8.34, 8.36, 8.38, 8.4, 8.42, 8.44, 8.46, 8.48, 8.5, 8.52, 8.54, 8.56, 8.58, 8.6, 8.62, 8.64, 8.66, 8.68, 8.7, 8.72, 8.74, 8.76, 8.78, 8.8, 8.82, 8.84, 8.86, 8.88, 8.9, 8.92, 8.94, 8.96, 8.98, 9.0, 9.02, 9.04, 9.06, 9.08, 9.1, 9.12, 9.14, 9.16, 9.18, 9.2, 9.22, 9.24, 9.26, 9.28, 9.3, 9.32, 9.34, 9.36, 9.38, 9.4, 9.42, 9.44, 9.46, 9.48, 9.5, 9.52, 9.54, 9.56, 9.58, 9.6, 9.62, 9.64, 9.66, 9.68, 9.7, 9.72, 9.74, 9.76, 9.78, 9.8, 9.82, 9.84, 9.86, 9.88, 9.9, 9.92, 9.94, 9.96, 9.98, 10.0, 10.02, 10.04, 10.06, 10.08, 10.1, 10.12, 10.14, 10.16, 10.18, 10.2, 10.22, 10.24, 10.26, 10.28, 10.3, 10.32, 10.34, 10.36, 10.38, 10.4, 10.42, 10.44, 10.46, 10.48, 10.5, 10.52, 10.54, 10.56, 10.58, 10.6, 10.62, 10.64, 10.66, 10.68, 10.7, 10.72, 10.74, 10.76, 10.78, 10.8, 10.82, 10.84, 10.86, 10.88, 10.9, 10.92, 10.94, 10.96, 10.98, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 39> j_Na23_Ne23_temp{7.0, 7.2, 7.4, 7.6, 7.8, 8.0, 8.05, 8.1, 8.15, 8.2, 8.25, 8.3, 8.35, 8.4, 8.45, 8.5, 8.55, 8.6, 8.65, 8.7, 8.75, 8.8, 8.85, 8.9, 8.95, 9.0, 9.05, 9.1, 9.15, 9.2, 9.25, 9.3, 9.35, 9.4, 9.45, 9.5, 9.55, 9.6, 9.65};
+    inline AMREX_GPU_DEVICE table_t j_Na23_Ne23_meta{.ntemp=39, .nrhoy=152, .nvars=3, .nheader=7};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 152> j_Na23_Ne23_rhoy{7.0, 8.0, 8.02, 8.04, 8.06, 8.08, 8.1, 8.12, 8.14, 8.16, 8.18, 8.2, 8.22, 8.24, 8.26, 8.28, 8.3, 8.32, 8.34, 8.36, 8.38, 8.4, 8.42, 8.44, 8.46, 8.48, 8.5, 8.52, 8.54, 8.56, 8.58, 8.6, 8.62, 8.64, 8.66, 8.68, 8.7, 8.72, 8.74, 8.76, 8.78, 8.8, 8.82, 8.84, 8.86, 8.88, 8.9, 8.92, 8.94, 8.96, 8.98, 9.0, 9.02, 9.04, 9.06, 9.08, 9.1, 9.12, 9.14, 9.16, 9.18, 9.2, 9.22, 9.24, 9.26, 9.28, 9.3, 9.32, 9.34, 9.36, 9.38, 9.4, 9.42, 9.44, 9.46, 9.48, 9.5, 9.52, 9.54, 9.56, 9.58, 9.6, 9.62, 9.64, 9.66, 9.68, 9.7, 9.72, 9.74, 9.76, 9.78, 9.8, 9.82, 9.84, 9.86, 9.88, 9.9, 9.92, 9.94, 9.96, 9.98, 10.0, 10.02, 10.04, 10.06, 10.08, 10.1, 10.12, 10.14, 10.16, 10.18, 10.2, 10.22, 10.24, 10.26, 10.28, 10.3, 10.32, 10.34, 10.36, 10.38, 10.4, 10.42, 10.44, 10.46, 10.48, 10.5, 10.52, 10.54, 10.56, 10.58, 10.6, 10.62, 10.64, 10.66, 10.68, 10.7, 10.72, 10.74, 10.76, 10.78, 10.8, 10.82, 10.84, 10.86, 10.88, 10.9, 10.92, 10.94, 10.96, 10.98, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 39> j_Na23_Ne23_temp{7.0, 7.2, 7.4, 7.6, 7.8, 8.0, 8.05, 8.1, 8.15, 8.2, 8.25, 8.3, 8.35, 8.4, 8.45, 8.5, 8.55, 8.6, 8.65, 8.7, 8.75, 8.8, 8.85, 8.9, 8.95, 9.0, 9.05, 9.1, 9.15, 9.2, 9.25, 9.3, 9.35, 9.4, 9.45, 9.5, 9.55, 9.6, 9.65};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 39, 1, 152, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 39, 1, 152, 1, num_vars>
          j_Na23_Ne23_data{
 -500.0,          -500.0,          -500.0,          -500.0,        -304.208,        -194.469,        -174.031,        -155.799,        -139.535,        -125.019,        -112.071,        -100.513,        -90.2015,        -80.9905,        -72.7671,        -65.4223,         -58.862,        -52.9971,        -47.7556,        -43.0683,        -38.8758,        -35.1234,        -31.7647,        -28.7564,        -26.0611,        -23.6451,        -21.4789,        -19.5354,        -17.7914,        -16.2253,        -14.8191,        -13.5556,        -12.4194,        -11.3989,        -10.4727,        -9.63791,        -8.88058,         -8.1897,        -7.55501,  // RATE
 -500.0,          -500.0,          -500.0,          -500.0,        -209.903,        -134.957,        -120.985,        -108.517,        -97.3886,        -87.4522,        -78.5825,        -70.6627,          -63.59,        -57.2675,        -51.6186,        -46.5671,        -42.0496,        -38.0059,        -34.3877,        -31.1455,        -28.2406,        -25.6351,        -23.2976,        -21.1985,        -19.3123,         -17.616,        -16.0897,        -14.7149,        -13.4758,        -12.3578,        -11.3484,        -10.4357,        -9.60912,        -8.85825,        -8.17457,        -7.54954,        -6.97573,        -6.44582,        -5.95384,
@@ -520,11 +520,11 @@ namespace rate_tables
          };
 
     // Ne23 --> Na23
-    inline AMREX_GPU_MANAGED table_t j_Ne23_Na23_meta{.ntemp=39, .nrhoy=152, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 152> j_Ne23_Na23_rhoy{7.0, 8.0, 8.02, 8.04, 8.06, 8.08, 8.1, 8.12, 8.14, 8.16, 8.18, 8.2, 8.22, 8.24, 8.26, 8.28, 8.3, 8.32, 8.34, 8.36, 8.38, 8.4, 8.42, 8.44, 8.46, 8.48, 8.5, 8.52, 8.54, 8.56, 8.58, 8.6, 8.62, 8.64, 8.66, 8.68, 8.7, 8.72, 8.74, 8.76, 8.78, 8.8, 8.82, 8.84, 8.86, 8.88, 8.9, 8.92, 8.94, 8.96, 8.98, 9.0, 9.02, 9.04, 9.06, 9.08, 9.1, 9.12, 9.14, 9.16, 9.18, 9.2, 9.22, 9.24, 9.26, 9.28, 9.3, 9.32, 9.34, 9.36, 9.38, 9.4, 9.42, 9.44, 9.46, 9.48, 9.5, 9.52, 9.54, 9.56, 9.58, 9.6, 9.62, 9.64, 9.66, 9.68, 9.7, 9.72, 9.74, 9.76, 9.78, 9.8, 9.82, 9.84, 9.86, 9.88, 9.9, 9.92, 9.94, 9.96, 9.98, 10.0, 10.02, 10.04, 10.06, 10.08, 10.1, 10.12, 10.14, 10.16, 10.18, 10.2, 10.22, 10.24, 10.26, 10.28, 10.3, 10.32, 10.34, 10.36, 10.38, 10.4, 10.42, 10.44, 10.46, 10.48, 10.5, 10.52, 10.54, 10.56, 10.58, 10.6, 10.62, 10.64, 10.66, 10.68, 10.7, 10.72, 10.74, 10.76, 10.78, 10.8, 10.82, 10.84, 10.86, 10.88, 10.9, 10.92, 10.94, 10.96, 10.98, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 39> j_Ne23_Na23_temp{7.0, 7.2, 7.4, 7.6, 7.8, 8.0, 8.05, 8.1, 8.15, 8.2, 8.25, 8.3, 8.35, 8.4, 8.45, 8.5, 8.55, 8.6, 8.65, 8.7, 8.75, 8.8, 8.85, 8.9, 8.95, 9.0, 9.05, 9.1, 9.15, 9.2, 9.25, 9.3, 9.35, 9.4, 9.45, 9.5, 9.55, 9.6, 9.65};
+    inline AMREX_GPU_DEVICE table_t j_Ne23_Na23_meta{.ntemp=39, .nrhoy=152, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 152> j_Ne23_Na23_rhoy{7.0, 8.0, 8.02, 8.04, 8.06, 8.08, 8.1, 8.12, 8.14, 8.16, 8.18, 8.2, 8.22, 8.24, 8.26, 8.28, 8.3, 8.32, 8.34, 8.36, 8.38, 8.4, 8.42, 8.44, 8.46, 8.48, 8.5, 8.52, 8.54, 8.56, 8.58, 8.6, 8.62, 8.64, 8.66, 8.68, 8.7, 8.72, 8.74, 8.76, 8.78, 8.8, 8.82, 8.84, 8.86, 8.88, 8.9, 8.92, 8.94, 8.96, 8.98, 9.0, 9.02, 9.04, 9.06, 9.08, 9.1, 9.12, 9.14, 9.16, 9.18, 9.2, 9.22, 9.24, 9.26, 9.28, 9.3, 9.32, 9.34, 9.36, 9.38, 9.4, 9.42, 9.44, 9.46, 9.48, 9.5, 9.52, 9.54, 9.56, 9.58, 9.6, 9.62, 9.64, 9.66, 9.68, 9.7, 9.72, 9.74, 9.76, 9.78, 9.8, 9.82, 9.84, 9.86, 9.88, 9.9, 9.92, 9.94, 9.96, 9.98, 10.0, 10.02, 10.04, 10.06, 10.08, 10.1, 10.12, 10.14, 10.16, 10.18, 10.2, 10.22, 10.24, 10.26, 10.28, 10.3, 10.32, 10.34, 10.36, 10.38, 10.4, 10.42, 10.44, 10.46, 10.48, 10.5, 10.52, 10.54, 10.56, 10.58, 10.6, 10.62, 10.64, 10.66, 10.68, 10.7, 10.72, 10.74, 10.76, 10.78, 10.8, 10.82, 10.84, 10.86, 10.88, 10.9, 10.92, 10.94, 10.96, 10.98, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 39> j_Ne23_Na23_temp{7.0, 7.2, 7.4, 7.6, 7.8, 8.0, 8.05, 8.1, 8.15, 8.2, 8.25, 8.3, 8.35, 8.4, 8.45, 8.5, 8.55, 8.6, 8.65, 8.7, 8.75, 8.8, 8.85, 8.9, 8.95, 9.0, 9.05, 9.1, 9.15, 9.2, 9.25, 9.3, 9.35, 9.4, 9.45, 9.5, 9.55, 9.6, 9.65};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 39, 1, 152, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 39, 1, 152, 1, num_vars>
          j_Ne23_Na23_data{
 -1.756,         -1.7556,         -1.7556,         -1.7557,          -1.756,         -1.7563,         -1.7564,         -1.7565,         -1.7566,         -1.7567,         -1.7567,         -1.7568,         -1.7569,          -1.757,         -1.7571,         -1.7572,         -1.7573,         -1.7574,         -1.7576,         -1.7577,         -1.7578,         -1.7579,          -1.758,         -1.7581,         -1.7581,         -1.7581,         -1.7581,          -1.758,         -1.7577,         -1.7571,         -1.7557,         -1.7532,         -1.7488,         -1.7406,         -1.7298,          -1.713,           -1.69,         -1.6604,         -1.6249,  // RATE
 -2.0021,         -2.0022,         -2.0023,         -2.0023,         -2.0021,         -2.0021,         -2.0021,         -2.0022,         -2.0023,         -2.0024,         -2.0025,         -2.0027,         -2.0028,          -2.003,         -2.0031,         -2.0033,         -2.0034,         -2.0035,         -2.0037,         -2.0038,         -2.0038,         -2.0039,         -2.0038,         -2.0037,         -2.0035,         -2.0031,         -2.0026,         -2.0018,         -2.0005,         -1.9986,         -1.9954,         -1.9904,         -1.9825,         -1.9703,         -1.9524,         -1.9273,         -1.8941,         -1.8526,         -1.8037,
@@ -985,11 +985,11 @@ namespace rate_tables
          };
 
     // n --> p
-    inline AMREX_GPU_MANAGED table_t j_n_p_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_n_p_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_n_p_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_n_p_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_n_p_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_n_p_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_n_p_data{
 -2.959,          -2.959,          -2.959,          -2.959,       -2.958959,       -2.957841,       -2.941107,       -2.874417,       -2.540055,       -1.720786,        -0.41411,        1.802004,           4.347,  // RATE
 -2.959,          -2.959,          -2.959,          -2.959,       -2.958984,       -2.957898,       -2.941192,       -2.874417,       -2.540055,       -1.720786,        -0.41411,        1.802004,           4.347,
@@ -1027,11 +1027,11 @@ namespace rate_tables
          };
 
     // p --> n
-    inline AMREX_GPU_MANAGED table_t j_p_n_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_p_n_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_p_n_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_p_n_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_p_n_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_p_n_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_p_n_data{
 -99.69797,          -49.75,          -29.58,         -19.262,         -14.019,         -10.766,           -7.99,          -6.458,          -4.715,          -2.968,          -1.035,             1.6,           4.293,  // RATE
 -99.69797,         -48.749,          -28.58,         -18.262,         -13.606,         -10.744,          -7.989,          -6.458,          -4.715,          -2.968,          -1.035,             1.6,           4.293,
@@ -1071,7 +1071,7 @@ namespace rate_tables
 }
 
 
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_linear_1d(const amrex::Real fhi, const amrex::Real flo, const amrex::Real xhi, const amrex::Real xlo, const amrex::Real x)
 {
@@ -1084,7 +1084,7 @@ evaluate_linear_1d(const amrex::Real fhi, const amrex::Real flo, const amrex::Re
     return f;
 }
 
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_linear_2d(const amrex::Real fip1jp1, const amrex::Real fip1j, const amrex::Real fijp1, const amrex::Real fij,
           const amrex::Real xhi, const amrex::Real xlo, const amrex::Real yhi, const amrex::Real ylo,
@@ -1116,7 +1116,7 @@ evaluate_linear_2d(const amrex::Real fip1jp1, const amrex::Real fip1j, const amr
 
 
 template<typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_vars(const int irhoy_lo, const int jtemp_lo,
               const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -1146,7 +1146,7 @@ evaluate_vars(const int irhoy_lo, const int jtemp_lo,
 
 
 template<typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_dr_dtemp(const int irhoy_lo, const int jtemp_lo,
                   const table_t& table_meta, const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -1289,7 +1289,7 @@ evaluate_dr_dtemp(const int irhoy_lo, const int jtemp_lo,
 
 
 template <typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 void
 get_entries(const int irhoy_lo, const int jtemp_lo,
             const table_t& table_meta, const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -1317,7 +1317,7 @@ get_entries(const int irhoy_lo, const int jtemp_lo,
 }
 
 template <typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 void
 tabular_evaluate(const table_t& table_meta,
                  const R& log_rhoy_table, const T& log_temp_table, const D& data,
diff --git a/networks/ignition_reaclib/URCA-simple/temperature_table_rates.H b/networks/ignition_reaclib/URCA-simple/temperature_table_rates.H
index 4fdd0d89c7..8490332679 100644
--- a/networks/ignition_reaclib/URCA-simple/temperature_table_rates.H
+++ b/networks/ignition_reaclib/URCA-simple/temperature_table_rates.H
@@ -5,7 +5,7 @@
 
 #include <tfactors.H>
 #include <actual_network.H>
-
+#include <interp_tools.H>
 
 using namespace amrex::literals;
 
@@ -28,6 +28,7 @@ namespace temp_tabular {
         [[maybe_unused]] amrex::Real drate_dT;
 
 
+
     }
 
 
diff --git a/networks/nova-li/Make.package b/networks/nova-li/Make.package
index fd942a5ce1..35413fdcff 100644
--- a/networks/nova-li/Make.package
+++ b/networks/nova-li/Make.package
@@ -2,13 +2,15 @@ PYNUCASTRO_NETWORK = TRUE
 CEXE_headers += network_properties.H
 
 ifeq ($(USE_REACT),TRUE)
-  CEXE_sources += actual_network_data.cpp
   CEXE_headers += actual_network.H
   CEXE_headers += tfactors.H
   CEXE_headers += interp_tools.H
   CEXE_headers += partition_functions.H
   CEXE_headers += actual_rhs.H
+  CEXE_headers += rate_type.H
   CEXE_headers += reaclib_rates.H
+  CEXE_headers += approximate_rates.H
+  CEXE_headers += modified_rates.H
   CEXE_headers += table_rates.H
   CEXE_headers += temperature_table_rates.H
   CEXE_headers += derived_rates.H
diff --git a/networks/nova-li/actual_network.H b/networks/nova-li/actual_network.H
index 452612048e..6c3647534c 100644
--- a/networks/nova-li/actual_network.H
+++ b/networks/nova-li/actual_network.H
@@ -1,18 +1,25 @@
 #ifndef actual_network_H
 #define actual_network_H
 
+#include <random>
 #include <string_view>
 
 #include <AMReX_REAL.H>
 #include <AMReX_Array.H>
 #include <AMReX_Loop.H>
 
+#include <extern_parameters.H>
 #include <fundamental_constants.H>
 #include <network_properties.H>
 
 using namespace amrex::literals;
 
-void actual_network_init();
+
+inline
+void actual_network_init() {
+
+
+}
 
 constexpr std::string_view network_name = "pynucastro-cxx";
 
@@ -246,7 +253,7 @@ namespace Rates
         k_B8_to_p_Be7_reaclib = 5,
         k_B8_to_He4_He4_reaclib = 6,
         k_F17_to_p_O16_reaclib = 7,
-        k_p_p_to_d_reaclib_bet_pos = 8,
+        k_p_p_to_d_reaclib_beta_pos = 8,
         k_p_p_to_d_reaclib_electron_capture = 9,
         k_p_d_to_He3_reaclib = 10,
         k_d_d_to_He4_reaclib = 11,
@@ -296,6 +303,48 @@ namespace Rates
         NumRates = k_Ne19_to_F19_weaktab
     };
 
+    enum ScreenPairs :
+    std::uint8_t
+    {
+        k_p_Li7 = 1,
+        k_p_F18 = 2,
+        k_p_C12 = 3,
+        k_He3_He3 = 4,
+        k_He4_O16 = 5,
+        k_He4_F17 = 6,
+        k_He4_N14 = 7,
+        k_He3_He4 = 8,
+        k_p_F19 = 9,
+        k_p_C13 = 10,
+        k_p_B11 = 11,
+        k_He3_Be7 = 12,
+        k_He4_Li7 = 13,
+        k_He4_F18 = 14,
+        k_He4_C12 = 15,
+        k_p_p = 16,
+        k_p_O17 = 17,
+        k_p_N15 = 18,
+        k_p_O18 = 19,
+        k_p_d = 20,
+        k_p_He3 = 21,
+        k_He4_O17 = 22,
+        k_d_d = 23,
+        k_He4_N15 = 24,
+        k_d_He3 = 25,
+        k_p_Be7 = 26,
+        k_d_Be7 = 27,
+        k_p_N13 = 28,
+        k_He4_O14 = 29,
+        k_He4_He4 = 30,
+        k_He4_Be8 = 31,
+        k_p_O16 = 32,
+        k_p_N14 = 33,
+        k_p_F17 = 34,
+        k_He4_O15 = 35,
+        k_He4_N13 = 36,
+        NumScreenPairs = k_He4_N13
+    };
+
     // rate names -- note: the rates are 1-based, not zero-based, so we pad
     // this vector with rate_names[0] = "" so the indices line up with the
     // NetworkRates enum
@@ -309,7 +358,7 @@ namespace Rates
         "B8_to_p_Be7_reaclib",  // 5,
         "B8_to_He4_He4_reaclib",  // 6,
         "F17_to_p_O16_reaclib",  // 7,
-        "p_p_to_d_reaclib_bet_pos",  // 8,
+        "p_p_to_d_reaclib_beta_pos",  // 8,
         "p_p_to_d_reaclib_electron_capture",  // 9,
         "p_d_to_He3_reaclib",  // 10,
         "d_d_to_He4_reaclib",  // 11,
@@ -358,6 +407,12 @@ namespace Rates
         "Ne19_to_F19_weaktab"  // 54,
     };
 
+    template<std::uint8_t rate>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    constexpr amrex::Real get_p_random() {
+        return 0.0_rt;
+    }
+
 }
 
 #ifdef NSE_NET
diff --git a/networks/nova-li/actual_rhs.H b/networks/nova-li/actual_rhs.H
index bb455ba18d..11edea5bd7 100644
--- a/networks/nova-li/actual_rhs.H
+++ b/networks/nova-li/actual_rhs.H
@@ -1,5 +1,5 @@
-#ifndef actual_rhs_H
-#define actual_rhs_H
+#ifndef ACTUAL_RHS_H
+#define ACTUAL_RHS_H
 
 #include <AMReX_REAL.H>
 #include <AMReX_Array.H>
@@ -15,7 +15,10 @@
 #ifdef NEUTRINOS
 #include <neutrino.H>
 #endif
+#include <rate_type.H>
 #include <reaclib_rates.H>
+#include <approximate_rates.H>
+#include <modified_rates.H>
 #include <table_rates.H>
 #include <temperature_table_rates.H>
 #include <derived_rates.H>
@@ -28,9 +31,8 @@ using namespace Rates;
 
 using namespace rate_tables;
 
-
 template<class T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void ener_gener_rate(T const& dydt, amrex::Real& enuc)
 {
 
@@ -49,17 +51,14 @@ void ener_gener_rate(T const& dydt, amrex::Real& enuc)
 }
 
 
+#ifdef SCREENING
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void evaluate_rates(const burn_t& state,
-                    const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
-                    T& rate_eval) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void evaluate_screening(const burn_t& state,
+                        const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                        T& rate_eval) {
 
-    // here Y is consistent with state.xn
-
-    [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
-
-    // Calculate Reaclib rates
+    // Evaluate screening terms
 
     using number_t = std::conditional_t<do_T_derivatives, autodiff::dual, amrex::Real>;
     number_t temp = state.T;
@@ -68,588 +67,416 @@ void evaluate_rates(const burn_t& state,
         autodiff::seed(temp);
     }
 
-#ifdef SCREENING
     plasma_state_t<number_t> pstate{};
     fill_plasma_state(pstate, temp, state.rho, Y);
-#endif
-
-    const tf_t tfactors = evaluate_tfactors(state.T);
-
-    fill_reaclib_rates<do_T_derivatives, T>(tfactors, rate_eval);
-
-    temp_tabular::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
-
-    // Calculate Derived Rates. This should go last but before approx rates.
-    fill_derived_rates<do_T_derivatives, T>(tfactors, rate_eval);
-
-
-#ifdef SCREENING
-    // Evaluate screening factors
-
-    amrex::Real ratraw, dratraw_dT;
-    amrex::Real scor, dscor_dt;
-    [[maybe_unused]] amrex::Real scor2, dscor2_dt;
 
+    amrex::Real log_scor, dlog_scor_dT;
 
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 1.0_rt, 1.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 3.0_rt, 7.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_p_to_d_reaclib_bet_pos);
-    rate_eval.screened_rates(k_p_p_to_d_reaclib_bet_pos) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_p_to_d_reaclib_bet_pos);
-        rate_eval.dscreened_rates_dT(k_p_p_to_d_reaclib_bet_pos) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Li7) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Li7) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_p_to_d_reaclib_electron_capture);
-    rate_eval.screened_rates(k_p_p_to_d_reaclib_electron_capture) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_p_to_d_reaclib_electron_capture);
-        rate_eval.dscreened_rates_dT(k_p_p_to_d_reaclib_electron_capture) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 1.0_rt, 2.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 9.0_rt, 18.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_d_to_He3_reaclib);
-    rate_eval.screened_rates(k_p_d_to_He3_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_d_to_He3_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_d_to_He3_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_F18) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_F18) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 2.0_rt, 1.0_rt, 2.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 6.0_rt, 12.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_C12) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_C12) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_d_d_to_He4_reaclib);
-    rate_eval.screened_rates(k_d_d_to_He4_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_d_d_to_He4_reaclib);
-        rate_eval.dscreened_rates_dT(k_d_d_to_He4_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 2.0_rt, 3.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_He3_to_He4_reaclib);
-    rate_eval.screened_rates(k_p_He3_to_He4_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_He3_to_He4_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_He3_to_He4_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 3.0_rt, 2.0_rt, 3.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He3_He3) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He3_He3) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 2.0_rt, 3.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 16.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_O16) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_He3_to_Be7_reaclib);
-    rate_eval.screened_rates(k_He4_He3_to_Be7_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_He3_to_Be7_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_He3_to_Be7_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 9.0_rt, 17.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_F17) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_F17) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 3.0_rt, 7.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 14.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_N14) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_N14) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Li7_to_B11_reaclib);
-    rate_eval.screened_rates(k_He4_Li7_to_B11_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Li7_to_B11_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Li7_to_B11_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 3.0_rt, 2.0_rt, 4.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He3_He4) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He3_He4) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 4.0_rt, 7.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 9.0_rt, 19.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_F19) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_F19) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Be7_to_B8_reaclib);
-    rate_eval.screened_rates(k_p_Be7_to_B8_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Be7_to_B8_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Be7_to_B8_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 6.0_rt, 13.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_C13) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_C13) = dlog_scor_dT;
+        }
     }
 
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 5.0_rt, 11.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_B11) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_B11) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_B11_to_C12_reaclib);
-    rate_eval.screened_rates(k_p_B11_to_C12_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_B11_to_C12_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_B11_to_C12_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_B11_to_He4_He4_He4_reaclib);
-    rate_eval.screened_rates(k_p_B11_to_He4_He4_He4_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_B11_to_He4_He4_He4_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_B11_to_He4_He4_He4_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 3.0_rt, 4.0_rt, 7.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He3_Be7) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He3_Be7) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 6.0_rt, 12.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 3.0_rt, 7.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Li7) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Li7) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_C12_to_N13_reaclib);
-    rate_eval.screened_rates(k_p_C12_to_N13_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 9.0_rt, 18.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_F18) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_F18) = dlog_scor_dT;
+        }
     }
 
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 6.0_rt, 12.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_C12_to_O16_reaclib);
-    rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_C12) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_C12) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 6.0_rt, 13.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 1.0_rt, 1.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_p) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_p) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_C13_to_N14_reaclib);
-    rate_eval.screened_rates(k_p_C13_to_N14_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_C13_to_N14_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_C13_to_N14_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 7.0_rt, 13.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 17.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_N13_to_O14_reaclib);
-    rate_eval.screened_rates(k_p_N13_to_O14_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_N13_to_O14_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_N13_to_O14_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_O17) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_O17) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 7.0_rt, 14.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 7.0_rt, 15.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_N14_to_O15_reaclib);
-    rate_eval.screened_rates(k_p_N14_to_O15_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_N14_to_O15_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_N14_to_O15_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_N15) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_N15) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 14.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_N14_to_F18_reaclib);
-    rate_eval.screened_rates(k_He4_N14_to_F18_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_N14_to_F18_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_N14_to_F18_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 7.0_rt, 15.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 18.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_N15_to_O16_reaclib);
-    rate_eval.screened_rates(k_p_N15_to_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_N15_to_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_N15_to_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_N15_to_He4_C12_reaclib);
-    rate_eval.screened_rates(k_p_N15_to_He4_C12_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_N15_to_He4_C12_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_N15_to_He4_C12_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_O18) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_O18) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 15.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_N15_to_F19_reaclib);
-    rate_eval.screened_rates(k_He4_N15_to_F19_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_N15_to_F19_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_N15_to_F19_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 1.0_rt, 2.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_d) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_d) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 14.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_O14_to_Ne18_reaclib);
-    rate_eval.screened_rates(k_He4_O14_to_Ne18_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O14_to_Ne18_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_O14_to_Ne18_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_O14_to_p_F17_reaclib);
-    rate_eval.screened_rates(k_He4_O14_to_p_F17_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O14_to_p_F17_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_O14_to_p_F17_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 2.0_rt, 3.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_He3) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_He3) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 15.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 17.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_O15_to_Ne19_reaclib);
-    rate_eval.screened_rates(k_He4_O15_to_Ne19_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O15_to_Ne19_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_O15_to_Ne19_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_O17) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_O17) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 16.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 2.0_rt, 1.0_rt, 2.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_O16_to_F17_reaclib);
-    rate_eval.screened_rates(k_p_O16_to_F17_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O16_to_F17_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_O16_to_F17_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_d_d) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_d_d) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 16.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 15.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_N15) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_N15) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib);
-    rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 17.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 2.0_rt, 2.0_rt, 3.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_O17_to_F18_reaclib);
-    rate_eval.screened_rates(k_p_O17_to_F18_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O17_to_F18_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_O17_to_F18_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_O17_to_He4_N14_reaclib);
-    rate_eval.screened_rates(k_p_O17_to_He4_N14_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O17_to_He4_N14_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_O17_to_He4_N14_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_d_He3) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_d_He3) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 17.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_O17_to_Ne21_reaclib);
-    rate_eval.screened_rates(k_He4_O17_to_Ne21_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O17_to_Ne21_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_O17_to_Ne21_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 18.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 4.0_rt, 7.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_O18_to_F19_reaclib);
-    rate_eval.screened_rates(k_p_O18_to_F19_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O18_to_F19_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_O18_to_F19_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Be7) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Be7) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_O18_to_He4_N15_reaclib);
-    rate_eval.screened_rates(k_p_O18_to_He4_N15_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O18_to_He4_N15_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_O18_to_He4_N15_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 9.0_rt, 17.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 2.0_rt, 4.0_rt, 7.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_d_Be7) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_d_Be7) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_F17_to_Ne18_reaclib);
-    rate_eval.screened_rates(k_p_F17_to_Ne18_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_F17_to_Ne18_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_F17_to_Ne18_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 9.0_rt, 18.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 7.0_rt, 13.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_F18_to_Ne19_reaclib);
-    rate_eval.screened_rates(k_p_F18_to_Ne19_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_F18_to_Ne19_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_F18_to_Ne19_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_F18_to_He4_O15_reaclib);
-    rate_eval.screened_rates(k_p_F18_to_He4_O15_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_F18_to_He4_O15_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_F18_to_He4_O15_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_N13) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_N13) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 9.0_rt, 19.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 14.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_O14) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_O14) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_F19_to_Ne20_reaclib);
-    rate_eval.screened_rates(k_p_F19_to_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_F19_to_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_F19_to_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 2.0_rt, 4.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_He4) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_He4) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_F19_to_He4_O16_reaclib);
-    rate_eval.screened_rates(k_p_F19_to_He4_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_F19_to_He4_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_F19_to_He4_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 4.0_rt, 8.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Be8) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Be8) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 2.0_rt, 2.0_rt, 3.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 16.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_O16) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_d_He3_to_p_He4_reaclib);
-    rate_eval.screened_rates(k_d_He3_to_p_He4_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_d_He3_to_p_He4_reaclib);
-        rate_eval.dscreened_rates_dT(k_d_He3_to_p_He4_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 3.0_rt, 7.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 7.0_rt, 14.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_N14) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_N14) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Li7_to_He4_He4_reaclib);
-    rate_eval.screened_rates(k_p_Li7_to_He4_He4_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Li7_to_He4_He4_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Li7_to_He4_He4_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 13.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib);
-    rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 9.0_rt, 17.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_F17) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_F17) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 9.0_rt, 17.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 15.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_F17_to_p_Ne20_reaclib);
-    rate_eval.screened_rates(k_He4_F17_to_p_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_F17_to_p_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_F17_to_p_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_O15) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_O15) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 9.0_rt, 18.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 13.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_F18_to_p_Ne21_reaclib);
-    rate_eval.screened_rates(k_He4_F18_to_p_Ne21_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_F18_to_p_Ne21_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_F18_to_p_Ne21_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_N13) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_N13) = dlog_scor_dT;
+        }
     }
 
+}
+#endif
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 3.0_rt, 2.0_rt, 3.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
 
-    ratraw = rate_eval.screened_rates(k_He3_He3_to_p_p_He4_reaclib);
-    rate_eval.screened_rates(k_He3_He3_to_p_p_He4_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He3_He3_to_p_p_He4_reaclib);
-        rate_eval.dscreened_rates_dT(k_He3_He3_to_p_p_He4_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+template <int do_T_derivatives, typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void evaluate_rates(const burn_t& state,
+                    const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                    T& rate_eval) {
 
+    // here Y is consistent with state.xn
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 2.0_rt, 4.0_rt, 7.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
+    [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
 
-    ratraw = rate_eval.screened_rates(k_d_Be7_to_p_He4_He4_reaclib);
-    rate_eval.screened_rates(k_d_Be7_to_p_He4_He4_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_d_Be7_to_p_He4_He4_reaclib);
-        rate_eval.dscreened_rates_dT(k_d_Be7_to_p_He4_He4_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    const tf_t tfactors = evaluate_tfactors(state.T);
 
+    // Precompute screening terms
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 3.0_rt, 4.0_rt, 7.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
+#ifdef SCREENING
+    evaluate_screening<do_T_derivatives, T>(state, Y, rate_eval);
+#endif
 
-    ratraw = rate_eval.screened_rates(k_He3_Be7_to_p_p_He4_He4_reaclib);
-    rate_eval.screened_rates(k_He3_Be7_to_p_p_He4_He4_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He3_Be7_to_p_p_He4_He4_reaclib);
-        rate_eval.dscreened_rates_dT(k_He3_Be7_to_p_p_He4_He4_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    // Fill in different rates
 
+    fill_reaclib_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 2.0_rt, 4.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
+    temp_tabular::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
+    // fill modified rates next -- these can have ReacLib or
+    // TemperatureTabular/StarLib rates as the original rate
+    modified_rates::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
-    {
-        constexpr auto scn_fac2 = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 4.0_rt, 8.0_rt);
-        static_assert(scn_fac2.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac2, scor2, dscor2_dt);
-    }
+    // Calculate Derived Rates next. This should go last but before
+    // approx rates, since those may have ReacLibRate,
+    // TemperatureTabularRate / StarLibRate, or DerivedRate as the
+    // underlying rate.
 
-    ratraw = rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib);
-    rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib) *= scor * scor2;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib) = ratraw * (scor * dscor2_dt + dscor_dt * scor2) + dratraw_dT * scor * scor2;
-    }
+    fill_derived_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
-#endif
 
     // Fill approximate rates
 
     fill_approx_rates<do_T_derivatives, T>(tfactors, state.rho, Y, rate_eval);
 
-    // Calculate tabular rates
+    // Calculate tabular weak rates
 
     [[maybe_unused]] amrex::Real rate, drate_dt, edot_nu, edot_gamma;
 
@@ -696,7 +523,7 @@ void evaluate_rates(const burn_t& state,
 
 // backwards-compatible wrapper
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void evaluate_rates(const burn_t& state,
                     T& rate_eval) {
 
@@ -711,17 +538,19 @@ void evaluate_rates(const burn_t& state,
 
 
 #ifdef NSE_NET
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_ydot_weak(const burn_t& state,
-             amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
-             amrex::Real& enuc_weak,
-             [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y) {
+                   amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
+                   amrex::Real& enuc_weak,
+                   [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y) {
     ///
     /// Calculate Ydots contribute only from weak reactions.
     /// This is used to calculate dyedt and energy generation from
     /// weak reactions for self-consistent NSE
     ///
 
+    using namespace modified_rates;
+    using namespace temp_tabular;
 
     // initialize ydot_nuc to 0
 
@@ -731,45 +560,152 @@ void get_ydot_weak(const burn_t& state,
 
     rate_t rate_eval;
 
-    [[maybe_unused]] amrex::Real rate, drate_dt, edot_nu, edot_gamma;
+    constexpr int do_T_derivatives = 0;
+    [[maybe_unused]] amrex::Real rate, drate_dT, edot_nu, edot_gamma;
     [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
 
     rate_eval.enuc_weak = 0.0_rt;
 
-    // Calculate tabular rates and get ydot_weak
+    // Compute all weak rates and get ydot_weak
+
+#ifdef SCREENING
+    {
+        plasma_state_t<amrex::Real> pstate{};
+        fill_plasma_state(pstate, state.T, state.rho, Y);
+        amrex::Real log_scor, dlog_scor_dT;
+        {
+            constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 2.0_rt, 3.0_rt);
+            static_assert(scn_fac.z1 == 1.0_rt);
+            actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+            rate_eval.log_screen(k_p_He3) = log_scor;
+        }
+
+        {
+            constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 1.0_rt, 1.0_rt);
+            static_assert(scn_fac.z1 == 1.0_rt);
+            actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+            rate_eval.log_screen(k_p_p) = log_scor;
+        }
+
+    }
+#endif
+
+    const tf_t tfactors = evaluate_tfactors(state.T);
+
+    {
+        // Be7_to_Li7_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Be7_to_Li7_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Be7_to_Li7_reaclib) = rate;
+    }
+
+    {
+        // N13_to_C13_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_N13_to_C13_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_N13_to_C13_reaclib) = rate;
+    }
+
+    {
+        // O14_to_N14_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O14_to_N14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O14_to_N14_reaclib) = rate;
+    }
+
+    {
+        // O15_to_N15_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O15_to_N15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O15_to_N15_reaclib) = rate;
+    }
+
+    {
+        // B8_to_He4_He4_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_B8_to_He4_He4_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_B8_to_He4_He4_reaclib) = rate;
+    }
+
+    {
+        // p_p_to_d_reaclib_beta_pos
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_p);
+#endif
+        rate_p_p_to_d_reaclib_beta_pos<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_p_to_d_reaclib_beta_pos) = rate;
+    }
+
+    {
+        // p_p_to_d_reaclib_electron_capture
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_p);
+#endif
+        rate_p_p_to_d_reaclib_electron_capture<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_p_to_d_reaclib_electron_capture) = rate;
+    }
+
+    {
+        // p_He3_to_He4_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_He3);
+#endif
+        rate_p_He3_to_He4_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_He3_to_He4_reaclib) = rate;
+    }
 
     amrex::Real log_temp = std::log10(state.T);
     amrex::Real log_rhoy = std::log10(rhoy);
 
     tabular_evaluate(j_F17_O17_meta, j_F17_O17_rhoy, j_F17_O17_temp, j_F17_O17_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_F17_to_O17_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(F17) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_F18_O18_meta, j_F18_O18_rhoy, j_F18_O18_temp, j_F18_O18_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_F18_to_O18_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(F18) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ne18_F18_meta, j_Ne18_F18_rhoy, j_Ne18_F18_temp, j_Ne18_F18_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ne18_to_F18_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ne18) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ne19_F19_meta, j_Ne19_F19_rhoy, j_Ne19_F19_temp, j_Ne19_F19_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ne19_to_F19_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ne19) * (edot_nu + edot_gamma);
 
-    auto screened_rates = rate_eval.screened_rates;
+
+    const auto& screened_rates = rate_eval.screened_rates;
 
     ydot_nuc(H1) =
-        -screened_rates(k_p_p_to_d_reaclib_bet_pos)*amrex::Math::powi<2>(Y(H1))*state.rho +
+        -screened_rates(k_p_p_to_d_reaclib_beta_pos)*amrex::Math::powi<2>(Y(H1))*state.rho +
         -screened_rates(k_p_p_to_d_reaclib_electron_capture)*amrex::Math::powi<2>(Y(H1))*amrex::Math::powi<2>(state.rho)*state.y_e +
         -screened_rates(k_p_He3_to_He4_reaclib)*Y(He3)*Y(H1)*state.rho;
 
     ydot_nuc(H2) =
-        0.5*screened_rates(k_p_p_to_d_reaclib_bet_pos)*amrex::Math::powi<2>(Y(H1))*state.rho +
+        0.5*screened_rates(k_p_p_to_d_reaclib_beta_pos)*amrex::Math::powi<2>(Y(H1))*state.rho +
         0.5*screened_rates(k_p_p_to_d_reaclib_electron_capture)*amrex::Math::powi<2>(Y(H1))*amrex::Math::powi<2>(state.rho)*state.y_e;
 
     ydot_nuc(He3) =
@@ -843,7 +779,7 @@ void get_ydot_weak(const burn_t& state,
 #endif
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void rhs_nuc(const burn_t& state,
              amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
              const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
@@ -852,7 +788,7 @@ void rhs_nuc(const burn_t& state,
     using namespace Rates;
 
     ydot_nuc(H1) =
-        -screened_rates(k_p_p_to_d_reaclib_bet_pos)*amrex::Math::powi<2>(Y(H1))*state.rho +
+        -screened_rates(k_p_p_to_d_reaclib_beta_pos)*amrex::Math::powi<2>(Y(H1))*state.rho +
         -screened_rates(k_p_p_to_d_reaclib_electron_capture)*amrex::Math::powi<2>(Y(H1))*amrex::Math::powi<2>(state.rho)*state.y_e +
         -screened_rates(k_p_d_to_He3_reaclib)*Y(H2)*Y(H1)*state.rho +
         -screened_rates(k_p_He3_to_He4_reaclib)*Y(He3)*Y(H1)*state.rho +
@@ -886,7 +822,7 @@ void rhs_nuc(const burn_t& state,
         2.0*screened_rates(k_He3_Be7_to_p_p_He4_He4_reaclib)*Y(Be7)*Y(He3)*state.rho;
 
     ydot_nuc(H2) =
-        0.5*screened_rates(k_p_p_to_d_reaclib_bet_pos)*amrex::Math::powi<2>(Y(H1))*state.rho +
+        0.5*screened_rates(k_p_p_to_d_reaclib_beta_pos)*amrex::Math::powi<2>(Y(H1))*state.rho +
         0.5*screened_rates(k_p_p_to_d_reaclib_electron_capture)*amrex::Math::powi<2>(Y(H1))*amrex::Math::powi<2>(state.rho)*state.y_e +
         -screened_rates(k_p_d_to_He3_reaclib)*Y(H2)*Y(H1)*state.rho +
         -screened_rates(k_d_d_to_He4_reaclib)*amrex::Math::powi<2>(Y(H2))*state.rho +
@@ -1059,7 +995,7 @@ void rhs_nuc(const burn_t& state,
 }
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void actual_rhs (const burn_t& state, amrex::Array1D<amrex::Real, 1, neqs>& ydot)
 {
 
@@ -1106,7 +1042,7 @@ void actual_rhs (const burn_t& state, amrex::Array1D<amrex::Real, 1, neqs>& ydot
 
 
 template<class MatrixType>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void jac_nuc(const burn_t& state,
              MatrixType& jac,
              const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
@@ -1115,7 +1051,7 @@ void jac_nuc(const burn_t& state,
 
     amrex::Real scratch;
 
-    scratch = -screened_rates(k_p_B11_to_C12_reaclib)*Y(B11)*state.rho - screened_rates(k_p_B11_to_He4_He4_He4_reaclib)*Y(B11)*state.rho - screened_rates(k_p_Be7_to_B8_reaclib)*Y(Be7)*state.rho - screened_rates(k_p_C12_to_N13_reaclib)*Y(C12)*state.rho - screened_rates(k_p_C13_to_N14_reaclib)*Y(C13)*state.rho - screened_rates(k_p_F17_to_Ne18_reaclib)*Y(F17)*state.rho - screened_rates(k_p_F18_to_He4_O15_reaclib)*Y(F18)*state.rho - screened_rates(k_p_F18_to_Ne19_reaclib)*Y(F18)*state.rho - screened_rates(k_p_F19_to_He4_O16_reaclib)*Y(F19)*state.rho - screened_rates(k_p_F19_to_Ne20_reaclib)*Y(F19)*state.rho - screened_rates(k_p_He3_to_He4_reaclib)*Y(He3)*state.rho - screened_rates(k_p_Li7_to_He4_He4_reaclib)*Y(Li7)*state.rho - screened_rates(k_p_N13_to_O14_reaclib)*Y(N13)*state.rho - screened_rates(k_p_N14_to_O15_reaclib)*Y(N14)*state.rho - screened_rates(k_p_N15_to_He4_C12_reaclib)*Y(N15)*state.rho - screened_rates(k_p_N15_to_O16_reaclib)*Y(N15)*state.rho - screened_rates(k_p_O16_to_F17_reaclib)*Y(O16)*state.rho - screened_rates(k_p_O17_to_F18_reaclib)*Y(O17)*state.rho - screened_rates(k_p_O17_to_He4_N14_reaclib)*Y(O17)*state.rho - screened_rates(k_p_O18_to_F19_reaclib)*Y(O18)*state.rho - screened_rates(k_p_O18_to_He4_N15_reaclib)*Y(O18)*state.rho - screened_rates(k_p_d_to_He3_reaclib)*Y(H2)*state.rho - 2.0*screened_rates(k_p_p_to_d_reaclib_bet_pos)*Y(H1)*state.rho - 2.0*screened_rates(k_p_p_to_d_reaclib_electron_capture)*Y(H1)*amrex::Math::powi<2>(state.rho)*state.y_e;
+    scratch = -screened_rates(k_p_B11_to_C12_reaclib)*Y(B11)*state.rho - screened_rates(k_p_B11_to_He4_He4_He4_reaclib)*Y(B11)*state.rho - screened_rates(k_p_Be7_to_B8_reaclib)*Y(Be7)*state.rho - screened_rates(k_p_C12_to_N13_reaclib)*Y(C12)*state.rho - screened_rates(k_p_C13_to_N14_reaclib)*Y(C13)*state.rho - screened_rates(k_p_F17_to_Ne18_reaclib)*Y(F17)*state.rho - screened_rates(k_p_F18_to_He4_O15_reaclib)*Y(F18)*state.rho - screened_rates(k_p_F18_to_Ne19_reaclib)*Y(F18)*state.rho - screened_rates(k_p_F19_to_He4_O16_reaclib)*Y(F19)*state.rho - screened_rates(k_p_F19_to_Ne20_reaclib)*Y(F19)*state.rho - screened_rates(k_p_He3_to_He4_reaclib)*Y(He3)*state.rho - screened_rates(k_p_Li7_to_He4_He4_reaclib)*Y(Li7)*state.rho - screened_rates(k_p_N13_to_O14_reaclib)*Y(N13)*state.rho - screened_rates(k_p_N14_to_O15_reaclib)*Y(N14)*state.rho - screened_rates(k_p_N15_to_He4_C12_reaclib)*Y(N15)*state.rho - screened_rates(k_p_N15_to_O16_reaclib)*Y(N15)*state.rho - screened_rates(k_p_O16_to_F17_reaclib)*Y(O16)*state.rho - screened_rates(k_p_O17_to_F18_reaclib)*Y(O17)*state.rho - screened_rates(k_p_O17_to_He4_N14_reaclib)*Y(O17)*state.rho - screened_rates(k_p_O18_to_F19_reaclib)*Y(O18)*state.rho - screened_rates(k_p_O18_to_He4_N15_reaclib)*Y(O18)*state.rho - screened_rates(k_p_d_to_He3_reaclib)*Y(H2)*state.rho - 2.0*screened_rates(k_p_p_to_d_reaclib_beta_pos)*Y(H1)*state.rho - 2.0*screened_rates(k_p_p_to_d_reaclib_electron_capture)*Y(H1)*amrex::Math::powi<2>(state.rho)*state.y_e;
     jac.set(H1, H1, scratch);
 
     scratch = screened_rates(k_d_Be7_to_p_He4_He4_reaclib)*Y(Be7)*state.rho + screened_rates(k_d_He3_to_p_He4_reaclib)*Y(He3)*state.rho - screened_rates(k_p_d_to_He3_reaclib)*Y(H1)*state.rho;
@@ -1185,7 +1121,7 @@ void jac_nuc(const burn_t& state,
 
     jac.set(H1, Ne21, 0.0);
 
-    scratch = -screened_rates(k_p_d_to_He3_reaclib)*Y(H2)*state.rho + 1.0*screened_rates(k_p_p_to_d_reaclib_bet_pos)*Y(H1)*state.rho + 1.0*screened_rates(k_p_p_to_d_reaclib_electron_capture)*Y(H1)*amrex::Math::powi<2>(state.rho)*state.y_e;
+    scratch = -screened_rates(k_p_d_to_He3_reaclib)*Y(H2)*state.rho + 1.0*screened_rates(k_p_p_to_d_reaclib_beta_pos)*Y(H1)*state.rho + 1.0*screened_rates(k_p_p_to_d_reaclib_electron_capture)*Y(H1)*amrex::Math::powi<2>(state.rho)*state.y_e;
     jac.set(H2, H1, scratch);
 
     scratch = -screened_rates(k_d_Be7_to_p_He4_He4_reaclib)*Y(Be7)*state.rho - screened_rates(k_d_He3_to_p_He4_reaclib)*Y(He3)*state.rho - 2.0*screened_rates(k_d_d_to_He4_reaclib)*Y(H2)*state.rho - screened_rates(k_p_d_to_He3_reaclib)*Y(H1)*state.rho;
@@ -2519,7 +2455,7 @@ void jac_nuc(const burn_t& state,
 
 
 template<class MatrixType>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void actual_jac(const burn_t& state, MatrixType& jac)
 {
 
diff --git a/networks/nova-li/approximate_rates.H b/networks/nova-li/approximate_rates.H
new file mode 100644
index 0000000000..14d44a7403
--- /dev/null
+++ b/networks/nova-li/approximate_rates.H
@@ -0,0 +1,31 @@
+#ifndef APPROXIMATE_RATES_H
+#define APPROXIMATE_RATES_H
+
+#include <AMReX.H>
+#include <AMReX_Print.H>
+
+#include <tfactors.H>
+#include <actual_network.H>
+#include <rate_type.H>
+
+using namespace Rates;
+using namespace Species;
+
+
+
+template <int do_T_derivatives, typename T>
+AMREX_GPU_HOST_DEVICE AMREX_INLINE
+void
+fill_approx_rates([[maybe_unused]] const tf_t& tfactors,
+                  [[maybe_unused]] const amrex::Real rho,
+                  [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                  [[maybe_unused]] T& rate_eval)
+{
+
+    [[maybe_unused]] amrex::Real rate{};
+    [[maybe_unused]] amrex::Real drate_dT{};
+
+
+}
+
+#endif
diff --git a/networks/nova-li/interp_tools.H b/networks/nova-li/interp_tools.H
index 5444bb552a..bbc0d26855 100644
--- a/networks/nova-li/interp_tools.H
+++ b/networks/nova-li/interp_tools.H
@@ -55,7 +55,7 @@ namespace interp_net {
 
         if (x0 < x_array(left)) {
             idx = left;
-        } else if (x0 > x_array(right)) {
+        } else if (x0 >= x_array(right)) {
             idx = right - 1;
         } else {
             idx = find_index(x0, x_array);
diff --git a/networks/nova-li/modified_rates.H b/networks/nova-li/modified_rates.H
new file mode 100644
index 0000000000..37deb29474
--- /dev/null
+++ b/networks/nova-li/modified_rates.H
@@ -0,0 +1,31 @@
+#ifndef MODIFIED_RATES_H
+#define MODIFIED_RATES_H
+
+#include <AMReX.H>
+#include <AMReX_Print.H>
+
+#include <tfactors.H>
+#include <actual_network.H>
+#include <rate_type.H>
+#include <temperature_table_rates.H>
+#include <reaclib_rates.H>
+
+namespace modified_rates {
+
+    using namespace temp_tabular;
+
+
+    template <int do_T_derivatives, typename T>
+    AMREX_GPU_HOST_DEVICE AMREX_INLINE
+    void
+    fill_rates([[maybe_unused]] const tf_t& tfactors,
+               [[maybe_unused]] T& rate_eval)
+    {
+
+        [[maybe_unused]] amrex::Real rate;
+        [[maybe_unused]] amrex::Real drate_dT;
+
+
+    }
+}
+#endif
diff --git a/networks/nova-li/nova-li.png b/networks/nova-li/nova-li.png
index 35d9089e59..c6dc0e225c 100644
Binary files a/networks/nova-li/nova-li.png and b/networks/nova-li/nova-li.png differ
diff --git a/networks/nova-li/partition_functions.H b/networks/nova-li/partition_functions.H
index 33eaf69e8f..c598629f71 100644
--- a/networks/nova-li/partition_functions.H
+++ b/networks/nova-li/partition_functions.H
@@ -22,7 +22,7 @@ namespace part_fun {
     // interpolation routine
 
     template <typename T>
-    AMREX_GPU_HOST_DEVICE AMREX_INLINE
+    AMREX_GPU_DEVICE AMREX_INLINE
     void interpolate_pf(const amrex::Real t9, int idx,
                         const T& temp_array, const T& pf_array,
                         amrex::Real& logpf, amrex::Real& dlogpf_dT9) {
@@ -66,7 +66,7 @@ namespace part_fun {
         // Store the coefficient and derivative adjacent in memory, as they're
         // always accessed at the same time.
         amrex::Array2D<amrex::Real, 1, NumSpecTotal, 1, 2, amrex::Order::C> data;
-        AMREX_GPU_HOST_DEVICE AMREX_INLINE
+        AMREX_GPU_DEVICE AMREX_INLINE
         pf_cache_t() {
             // The entries will be default-initialized to -900,
             // log(partition_function) should never be -900.
@@ -82,7 +82,7 @@ namespace part_fun {
 // get the partition function for nucleus inuc.  Here pf_cache
 // should already contain the index into the temp / pf arrays
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function(const int inuc,
                             [[maybe_unused]] const amrex::Real T9,
                             const part_fun::pf_cache_t& pf_cache,
@@ -110,7 +110,7 @@ void get_partition_function(const int inuc,
 // index into the arrays. Uses tfactors instead of T9 as argument,
 // and returns pf and dpf_dT instead of logpf and dlogpf_dT9
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function(const int inuc,
                             [[maybe_unused]] const tf_t& tfactors,
                             amrex::Real& pf, amrex::Real& dpf_dT) {
@@ -130,7 +130,7 @@ void get_partition_function(const int inuc,
 }
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function_cached(const int inuc, const amrex::Real T9,
                                    part_fun::pf_cache_t& pf_cache,
                                    amrex::Real& logpf, amrex::Real& dlogpf_dT9) {
@@ -148,7 +148,7 @@ void get_partition_function_cached(const int inuc, const amrex::Real T9,
 
 
 template <int spec>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 constexpr amrex::Real get_spin_state() {
 
     static_assert(spec >= 1 && spec <= NumSpec);
@@ -204,7 +204,7 @@ constexpr amrex::Real get_spin_state() {
 
 // Legacy (non-templated) interface
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 amrex::Real get_spin_state (int spec) {
 
     amrex::Real s = -1.0_rt;
diff --git a/networks/nova-li/pynucastro-info.txt b/networks/nova-li/pynucastro-info.txt
index e055581de4..6256cf5f54 100644
--- a/networks/nova-li/pynucastro-info.txt
+++ b/networks/nova-li/pynucastro-info.txt
@@ -1 +1 @@
-pynucastro version: 2.9.0-28-gbcc09d414
+pynucastro version: 2.11.0-7-g6944c31a3
diff --git a/networks/nova-li/rate_type.H b/networks/nova-li/rate_type.H
new file mode 100644
index 0000000000..4819ade44e
--- /dev/null
+++ b/networks/nova-li/rate_type.H
@@ -0,0 +1,25 @@
+#ifndef NET_RATE_TYPE_H
+#define NET_RATE_TYPE_H
+
+#include <actual_network.H>
+
+struct rate_t {
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  screened_rates;
+#ifdef SCREENING
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  log_screen;
+#endif
+    amrex::Real enuc_weak;
+};
+
+struct rate_derivs_t {
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  screened_rates;
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  dscreened_rates_dT;
+#ifdef SCREENING
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  log_screen;
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  dlog_screen_dT;
+#endif
+    amrex::Real enuc_weak;
+};
+
+
+#endif
\ No newline at end of file
diff --git a/networks/nova-li/reaclib_rates.H b/networks/nova-li/reaclib_rates.H
index 5ea7dfc347..8dbb094ec9 100644
--- a/networks/nova-li/reaclib_rates.H
+++ b/networks/nova-li/reaclib_rates.H
@@ -6,25 +6,14 @@
 
 #include <tfactors.H>
 #include <actual_network.H>
+#include <rate_type.H>
 
 using namespace Rates;
 using namespace Species;
 
-struct rate_t {
-    amrex::Array1D<amrex::Real, 1, NumRates>  screened_rates;
-    amrex::Real enuc_weak;
-};
-
-struct rate_derivs_t {
-    amrex::Array1D<amrex::Real, 1, NumRates>  screened_rates;
-    amrex::Array1D<amrex::Real, 1, NumRates>  dscreened_rates_dT;
-    amrex::Real enuc_weak;
-};
-
-
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Be7_to_Li7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Be7_to_Li7_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Be7 --> Li7
 
@@ -39,9 +28,13 @@ void rate_Be7_to_Li7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
     ln_set_rate =  -23.8328 + 3.02033 * tfactors.T913
                          + -0.0742132 * tfactors.T9 + -0.00792386 * tfactors.T953 + -0.650113 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 3.02033 * tfactors.T923i
                                   + -0.0742132 + (5.0/3.0) * -0.00792386 * tfactors.T923 + -0.650113 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -55,8 +48,8 @@ void rate_Be7_to_Li7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_N13_to_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_N13_to_C13_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N13 --> C13
 
@@ -71,8 +64,12 @@ void rate_N13_to_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
     ln_set_rate =  -6.7601;
     amrex::ignore_unused(tfactors);
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 = 0.0;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -86,8 +83,8 @@ void rate_N13_to_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O14_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O14_to_N14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O14 --> N14
 
@@ -102,8 +99,12 @@ void rate_O14_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
     ln_set_rate =  -4.62354;
     amrex::ignore_unused(tfactors);
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 = 0.0;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -117,8 +118,8 @@ void rate_O14_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O15_to_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O15_to_N15_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O15 --> N15
 
@@ -133,8 +134,12 @@ void rate_O15_to_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
     ln_set_rate =  -5.17053;
     amrex::ignore_unused(tfactors);
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 = 0.0;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -148,8 +153,8 @@ void rate_O15_to_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_B8_to_p_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_B8_to_p_Be7_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // B8 --> p + Be7
 
@@ -163,8 +168,12 @@ void rate_B8_to_p_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Re
     // nacrr
     ln_set_rate =  31.0163 + -8.93482 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  8.93482 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -179,9 +188,13 @@ void rate_B8_to_p_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Re
     ln_set_rate =  35.8138 + -1.58982 * tfactors.T9i + -10.264 * tfactors.T913i + -0.203472 * tfactors.T913
                          + 0.121083 * tfactors.T9 + -0.00700063 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.58982 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -10.264 * tfactors.T943i + (1.0/3.0) * -0.203472 * tfactors.T923i
                                   + 0.121083 + (5.0/3.0) * -0.00700063 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -195,8 +208,8 @@ void rate_B8_to_p_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Re
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_B8_to_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_B8_to_He4_He4_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // B8 --> He4 + He4
 
@@ -211,8 +224,12 @@ void rate_B8_to_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -0.105148;
     amrex::ignore_unused(tfactors);
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 = 0.0;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -226,8 +243,8 @@ void rate_B8_to_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_F17_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_F17_to_p_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F17 --> p + O16
 
@@ -242,9 +259,13 @@ void rate_F17_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  40.9135 + -6.96583 * tfactors.T9i + -16.696 * tfactors.T913i + -1.16252 * tfactors.T913
                          + 0.267703 * tfactors.T9 + -0.0338411 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.96583 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -16.696 * tfactors.T943i + (1.0/3.0) * -1.16252 * tfactors.T923i
                                   + 0.267703 + (5.0/3.0) * -0.0338411 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -258,8 +279,8 @@ void rate_F17_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_p_to_d_reaclib_bet_pos(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_p_to_d_reaclib_beta_pos(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // p + p --> d
 
@@ -274,9 +295,13 @@ void rate_p_p_to_d_reaclib_bet_pos(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -34.7863 + -3.51193 * tfactors.T913i + 3.10086 * tfactors.T913
                          + -0.198314 * tfactors.T9 + 0.0126251 * tfactors.T953 + -1.02517 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -3.51193 * tfactors.T943i + (1.0/3.0) * 3.10086 * tfactors.T923i
                                   + -0.198314 + (5.0/3.0) * 0.0126251 * tfactors.T923 + -1.02517 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -290,8 +315,8 @@ void rate_p_p_to_d_reaclib_bet_pos(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_p_to_d_reaclib_electron_capture(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_p_to_d_reaclib_electron_capture(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // p + p --> d
 
@@ -306,9 +331,13 @@ void rate_p_p_to_d_reaclib_electron_capture(const tf_t& tfactors, amrex::Real& r
     ln_set_rate =  -43.6499 + -0.00246064 * tfactors.T9i + -2.7507 * tfactors.T913i + -0.424877 * tfactors.T913
                          + 0.015987 * tfactors.T9 + -0.000690875 * tfactors.T953 + -0.207625 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.00246064 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -2.7507 * tfactors.T943i + (1.0/3.0) * -0.424877 * tfactors.T923i
                                   + 0.015987 + (5.0/3.0) * -0.000690875 * tfactors.T923 + -0.207625 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -322,8 +351,8 @@ void rate_p_p_to_d_reaclib_electron_capture(const tf_t& tfactors, amrex::Real& r
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_d_to_He3_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_d_to_He3_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // d + p --> He3
 
@@ -338,9 +367,13 @@ void rate_p_d_to_He3_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
     ln_set_rate =  8.93525 + -3.7208 * tfactors.T913i + 0.198654 * tfactors.T913
                          + 0.333333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -3.7208 * tfactors.T943i + (1.0/3.0) * 0.198654 * tfactors.T923i
                                   + 0.333333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -355,9 +388,13 @@ void rate_p_d_to_He3_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
     ln_set_rate =  7.52898 + -3.7208 * tfactors.T913i + 0.871782 * tfactors.T913
                          + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -3.7208 * tfactors.T943i + (1.0/3.0) * 0.871782 * tfactors.T923i
                                   + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -371,8 +408,8 @@ void rate_p_d_to_He3_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_d_d_to_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_d_d_to_He4_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // d + d --> He4
 
@@ -387,9 +424,13 @@ void rate_d_d_to_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
     ln_set_rate =  3.78177 + -4.26166 * tfactors.T913i + -0.119233 * tfactors.T913
                          + 0.778829 * tfactors.T9 + -0.0925203 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -4.26166 * tfactors.T943i + (1.0/3.0) * -0.119233 * tfactors.T923i
                                   + 0.778829 + (5.0/3.0) * -0.0925203 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -403,8 +444,8 @@ void rate_d_d_to_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_He3_to_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_He3_to_He4_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // He3 + p --> He4
 
@@ -419,9 +460,13 @@ void rate_p_He3_to_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  -27.7611 + -4.30107e-12 * tfactors.T9i + -6.141 * tfactors.T913i + -1.93473e-09 * tfactors.T913
                          + 2.04145e-10 * tfactors.T9 + -1.80372e-11 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.30107e-12 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -6.141 * tfactors.T943i + (1.0/3.0) * -1.93473e-09 * tfactors.T923i
                                   + 2.04145e-10 + (5.0/3.0) * -1.80372e-11 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -435,8 +480,8 @@ void rate_p_He3_to_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_He3_to_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_He3_to_Be7_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // He3 + He4 --> Be7
 
@@ -451,9 +496,13 @@ void rate_He4_He3_to_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  17.7075 + -12.8271 * tfactors.T913i + -3.8126 * tfactors.T913
                          + 0.0942285 * tfactors.T9 + -0.00301018 * tfactors.T953 + 1.33333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -12.8271 * tfactors.T943i + (1.0/3.0) * -3.8126 * tfactors.T923i
                                   + 0.0942285 + (5.0/3.0) * -0.00301018 * tfactors.T923 + 1.33333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -468,9 +517,13 @@ void rate_He4_He3_to_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  15.6099 + -12.8271 * tfactors.T913i + -0.0308225 * tfactors.T913
                          + -0.654685 * tfactors.T9 + 0.0896331 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -12.8271 * tfactors.T943i + (1.0/3.0) * -0.0308225 * tfactors.T923i
                                   + -0.654685 + (5.0/3.0) * 0.0896331 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -484,8 +537,8 @@ void rate_He4_He3_to_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Li7_to_B11_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Li7_to_B11_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Li7 + He4 --> B11
 
@@ -500,9 +553,13 @@ void rate_He4_Li7_to_B11_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  10.6937 + -6.44203 * tfactors.T9i
                          + 0.190698 * tfactors.T9 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.44203 * tfactors.T9i * tfactors.T9i
                                   + 0.190698 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -517,9 +574,13 @@ void rate_He4_Li7_to_B11_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  5.81084 + -2.95915 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.95915 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -534,9 +595,13 @@ void rate_He4_Li7_to_B11_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  18.4284 + -19.163 * tfactors.T913i + 0.0587651 * tfactors.T913
                          + 0.773338 * tfactors.T9 + -0.201519 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -19.163 * tfactors.T943i + (1.0/3.0) * 0.0587651 * tfactors.T923i
                                   + 0.773338 + (5.0/3.0) * -0.201519 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -550,8 +615,8 @@ void rate_He4_Li7_to_B11_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Be7_to_B8_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Be7_to_B8_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Be7 + p --> B8
 
@@ -566,9 +631,13 @@ void rate_p_Be7_to_B8_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Re
     ln_set_rate =  7.73399 + -7.345 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  7.345 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -583,9 +652,13 @@ void rate_p_Be7_to_B8_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Re
     ln_set_rate =  12.5315 + -10.264 * tfactors.T913i + -0.203472 * tfactors.T913
                          + 0.121083 * tfactors.T9 + -0.00700063 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -10.264 * tfactors.T943i + (1.0/3.0) * -0.203472 * tfactors.T923i
                                   + 0.121083 + (5.0/3.0) * -0.00700063 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -599,8 +672,8 @@ void rate_p_Be7_to_B8_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Re
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_B11_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_B11_to_C12_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // B11 + p --> C12
 
@@ -615,9 +688,13 @@ void rate_p_B11_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  25.5647 + -12.095 * tfactors.T913i + -6.68421 * tfactors.T913
                          + -0.0148736 * tfactors.T9 + 0.0364288 * tfactors.T953 + 1.33333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -12.095 * tfactors.T943i + (1.0/3.0) * -6.68421 * tfactors.T923i
                                   + -0.0148736 + (5.0/3.0) * 0.0364288 * tfactors.T923 + 1.33333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -632,9 +709,13 @@ void rate_p_B11_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  18.6165 + -12.095 * tfactors.T913i + -1.95046 * tfactors.T913
                          + 9.56928 * tfactors.T9 + -10.0637 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -12.095 * tfactors.T943i + (1.0/3.0) * -1.95046 * tfactors.T923i
                                   + 9.56928 + (5.0/3.0) * -10.0637 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -649,9 +730,13 @@ void rate_p_B11_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  8.67352 + -1.71197 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.71197 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -665,8 +750,8 @@ void rate_p_B11_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + p --> N13
 
@@ -681,9 +766,13 @@ void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  17.1482 + -13.692 * tfactors.T913i + -0.230881 * tfactors.T913
                          + 4.44362 * tfactors.T9 + -3.15898 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -13.692 * tfactors.T943i + (1.0/3.0) * -0.230881 * tfactors.T923i
                                   + 4.44362 + (5.0/3.0) * -3.15898 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -698,9 +787,13 @@ void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  17.5428 + -3.77849 * tfactors.T9i + -5.10735 * tfactors.T913i + -2.24111 * tfactors.T913
                          + 0.148883 * tfactors.T9 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.77849 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -5.10735 * tfactors.T943i + (1.0/3.0) * -2.24111 * tfactors.T923i
                                   + 0.148883 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -714,8 +807,8 @@ void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + He4 --> O16
 
@@ -730,9 +823,13 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  254.634 + -1.84097 * tfactors.T9i + 103.411 * tfactors.T913i + -420.567 * tfactors.T913
                          + 64.0874 * tfactors.T9 + -12.4624 * tfactors.T953 + 137.303 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.84097 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 103.411 * tfactors.T943i + (1.0/3.0) * -420.567 * tfactors.T923i
                                   + 64.0874 + (5.0/3.0) * -12.4624 * tfactors.T923 + 137.303 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -747,9 +844,13 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  69.6526 + -1.39254 * tfactors.T9i + 58.9128 * tfactors.T913i + -148.273 * tfactors.T913
                          + 9.08324 * tfactors.T9 + -0.541041 * tfactors.T953 + 70.3554 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.39254 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 58.9128 * tfactors.T943i + (1.0/3.0) * -148.273 * tfactors.T923i
                                   + 9.08324 + (5.0/3.0) * -0.541041 * tfactors.T923 + 70.3554 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -763,8 +864,8 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_C13_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_C13_to_N14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C13 + p --> N14
 
@@ -779,9 +880,13 @@ void rate_p_C13_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  18.5155 + -13.72 * tfactors.T913i + -0.450018 * tfactors.T913
                          + 3.70823 * tfactors.T9 + -1.70545 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -13.72 * tfactors.T943i + (1.0/3.0) * -0.450018 * tfactors.T923i
                                   + 3.70823 + (5.0/3.0) * -1.70545 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -796,9 +901,13 @@ void rate_p_C13_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  13.9637 + -5.78147 * tfactors.T9i + -0.196703 * tfactors.T913
                          + 0.142126 * tfactors.T9 + -0.0238912 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.78147 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.196703 * tfactors.T923i
                                   + 0.142126 + (5.0/3.0) * -0.0238912 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -813,9 +922,13 @@ void rate_p_C13_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  15.1825 + -13.5543 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  13.5543 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -829,8 +942,8 @@ void rate_p_C13_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_N13_to_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_N13_to_O14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N13 + p --> O14
 
@@ -845,9 +958,13 @@ void rate_p_N13_to_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  10.9971 + -6.12602 * tfactors.T9i + 1.57122 * tfactors.T913i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.12602 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 1.57122 * tfactors.T943i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -862,9 +979,13 @@ void rate_p_N13_to_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  18.1356 + -15.1676 * tfactors.T913i + 0.0955166 * tfactors.T913
                          + 3.0659 * tfactors.T9 + -0.507339 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -15.1676 * tfactors.T943i + (1.0/3.0) * 0.0955166 * tfactors.T923i
                                   + 3.0659 + (5.0/3.0) * -0.507339 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -878,8 +999,8 @@ void rate_p_N13_to_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N14 + p --> O15
 
@@ -894,9 +1015,13 @@ void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  6.73578 + -4.891 * tfactors.T9i
                          + 0.0682 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.891 * tfactors.T9i * tfactors.T9i
                                   + 0.0682 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -911,9 +1036,13 @@ void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  7.65444 + -2.998 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.998 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -928,9 +1057,13 @@ void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  20.1169 + -15.193 * tfactors.T913i + -4.63975 * tfactors.T913
                          + 9.73458 * tfactors.T9 + -9.55051 * tfactors.T953 + 0.333333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -15.193 * tfactors.T943i + (1.0/3.0) * -4.63975 * tfactors.T923i
                                   + 9.73458 + (5.0/3.0) * -9.55051 * tfactors.T923 + 0.333333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -945,9 +1078,13 @@ void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  17.01 + -15.193 * tfactors.T913i + -0.161954 * tfactors.T913
                          + -7.52123 * tfactors.T9 + -0.987565 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -15.193 * tfactors.T943i + (1.0/3.0) * -0.161954 * tfactors.T923i
                                   + -7.52123 + (5.0/3.0) * -0.987565 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -961,8 +1098,8 @@ void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_N14_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_N14_to_F18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N14 + He4 --> F18
 
@@ -977,9 +1114,13 @@ void rate_He4_N14_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  13.8995 + -10.9656 * tfactors.T9i + -5.6227 * tfactors.T913i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.9656 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -5.6227 * tfactors.T943i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -994,9 +1135,13 @@ void rate_He4_N14_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  0.196838 + -5.16034 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.16034 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1011,9 +1156,13 @@ void rate_He4_N14_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  21.5339 + -36.2504 * tfactors.T913i
                          + -5.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -36.2504 * tfactors.T943i
                                   + (5.0/3.0) * -5.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1027,8 +1176,8 @@ void rate_He4_N14_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_N15_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_N15_to_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N15 + p --> O16
 
@@ -1043,9 +1192,13 @@ void rate_p_N15_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  14.5444 + -10.2295 * tfactors.T9i
                          + 0.0459037 * tfactors.T9 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.2295 * tfactors.T9i * tfactors.T9i
                                   + 0.0459037 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1060,9 +1213,13 @@ void rate_p_N15_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  6.59056 + -2.92315 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.92315 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1077,9 +1234,13 @@ void rate_p_N15_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  20.0176 + -15.24 * tfactors.T913i + 0.334926 * tfactors.T913
                          + 4.59088 * tfactors.T9 + -4.78468 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -15.24 * tfactors.T943i + (1.0/3.0) * 0.334926 * tfactors.T923i
                                   + 4.59088 + (5.0/3.0) * -4.78468 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1093,8 +1254,8 @@ void rate_p_N15_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_N15_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_N15_to_F19_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N15 + He4 --> F19
 
@@ -1109,9 +1270,13 @@ void rate_He4_N15_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -28.7989 + -4.19986 * tfactors.T9i + 35.4292 * tfactors.T913
                          + -5.5767 * tfactors.T9 + 0.441293 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.19986 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 35.4292 * tfactors.T923i
                                   + -5.5767 + (5.0/3.0) * 0.441293 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1126,9 +1291,13 @@ void rate_He4_N15_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  3.5342 + -6.98462 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.98462 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1143,9 +1312,13 @@ void rate_He4_N15_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -9.41892 + -4.17795 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.17795 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1160,9 +1333,13 @@ void rate_He4_N15_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  25.3916 + -36.2324 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -36.2324 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1176,8 +1353,8 @@ void rate_He4_N15_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O14_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O14_to_Ne18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O14 + He4 --> Ne18
 
@@ -1192,9 +1369,13 @@ void rate_He4_O14_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  26.4429 + -39.38 * tfactors.T913i + -0.0772187 * tfactors.T913
                          + -0.635361 * tfactors.T9 + 0.106236 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.38 * tfactors.T943i + (1.0/3.0) * -0.0772187 * tfactors.T923i
                                   + -0.635361 + (5.0/3.0) * 0.106236 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1209,9 +1390,13 @@ void rate_He4_O14_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -4.69948 + -12.159 * tfactors.T9i
                          + 5.0 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.159 * tfactors.T9i * tfactors.T9i
                                   + 5.0 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1226,9 +1411,13 @@ void rate_He4_O14_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  3.52636 + -22.61 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  22.61 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1243,9 +1432,13 @@ void rate_He4_O14_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -2.15417 + -11.73 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  11.73 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1259,8 +1452,8 @@ void rate_He4_O14_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O15_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O15_to_Ne19_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O15 + He4 --> Ne19
 
@@ -1275,9 +1468,13 @@ void rate_He4_O15_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -32.2496 + -4.20439 * tfactors.T9i + -3.24609 * tfactors.T913i + 44.4647 * tfactors.T913
                          + -9.79962 * tfactors.T9 + 0.841782 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.20439 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -3.24609 * tfactors.T943i + (1.0/3.0) * 44.4647 * tfactors.T923i
                                   + -9.79962 + (5.0/3.0) * 0.841782 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1292,9 +1489,13 @@ void rate_He4_O15_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -0.0452465 + -5.88439 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.88439 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1309,9 +1510,13 @@ void rate_He4_O15_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  26.2914 + -39.578 * tfactors.T913i
                          + -3.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.578 * tfactors.T943i
                                   + (5.0/3.0) * -3.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1325,8 +1530,8 @@ void rate_He4_O15_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O16_to_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O16_to_F17_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + p --> F17
 
@@ -1341,9 +1546,13 @@ void rate_p_O16_to_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  19.0904 + -16.696 * tfactors.T913i + -1.16252 * tfactors.T913
                          + 0.267703 * tfactors.T9 + -0.0338411 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -16.696 * tfactors.T943i + (1.0/3.0) * -1.16252 * tfactors.T923i
                                   + 0.267703 + (5.0/3.0) * -0.0338411 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1357,8 +1566,8 @@ void rate_p_O16_to_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + He4 --> Ne20
 
@@ -1373,9 +1582,13 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  3.88571 + -10.3585 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.3585 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1390,9 +1603,13 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  23.903 + -39.7262 * tfactors.T913i + -0.210799 * tfactors.T913
                          + 0.442879 * tfactors.T9 + -0.0797753 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.7262 * tfactors.T943i + (1.0/3.0) * -0.210799 * tfactors.T923i
                                   + 0.442879 + (5.0/3.0) * -0.0797753 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1407,9 +1624,13 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  9.50848 + -12.7643 * tfactors.T9i + -3.65925 * tfactors.T913
                          + 0.714224 * tfactors.T9 + -0.00107508 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.7643 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -3.65925 * tfactors.T923i
                                   + 0.714224 + (5.0/3.0) * -0.00107508 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1423,8 +1644,8 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O17_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O17_to_F18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O17 + p --> F18
 
@@ -1439,9 +1660,13 @@ void rate_p_O17_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  9.39048 + -6.22828 * tfactors.T9i + 2.31435 * tfactors.T913
                          + -0.302835 * tfactors.T9 + 0.020133 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.22828 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 2.31435 * tfactors.T923i
                                   + -0.302835 + (5.0/3.0) * 0.020133 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1456,9 +1681,13 @@ void rate_p_O17_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  -13.077 + -0.746296 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.746296 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1473,9 +1702,13 @@ void rate_p_O17_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  15.8929 + -16.4035 * tfactors.T913i + 4.31885 * tfactors.T913
                          + -0.709921 * tfactors.T9 + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -16.4035 * tfactors.T943i + (1.0/3.0) * 4.31885 * tfactors.T923i
                                   + -0.709921 + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1489,8 +1722,8 @@ void rate_p_O17_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O17_to_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O17_to_Ne21_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O17 + He4 --> Ne21
 
@@ -1505,9 +1738,13 @@ void rate_He4_O17_to_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -25.0898 + -5.50926 * tfactors.T9i + 123.363 * tfactors.T913i + -87.4351 * tfactors.T913
                          + -3.40974e-06 * tfactors.T9 + -57.0469 * tfactors.T953 + 82.2218 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.50926 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 123.363 * tfactors.T943i + (1.0/3.0) * -87.4351 * tfactors.T923i
                                   + -3.40974e-06 + (5.0/3.0) * -57.0469 * tfactors.T923 + 82.2218 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1522,9 +1759,13 @@ void rate_He4_O17_to_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -117.134 + -13.6759 * tfactors.T9i + 3.31162e-08 * tfactors.T913i + 130.258 * tfactors.T913
                          + -7.92551e-05 * tfactors.T9 + -4.13772 * tfactors.T953 + -42.7753 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  13.6759 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 3.31162e-08 * tfactors.T943i + (1.0/3.0) * 130.258 * tfactors.T923i
                                   + -7.92551e-05 + (5.0/3.0) * -4.13772 * tfactors.T923 + -42.7753 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1539,9 +1780,13 @@ void rate_He4_O17_to_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  2.14 + -5.99952 * tfactors.T9i + 2.87641 * tfactors.T913i + -3.54489 * tfactors.T913
                          + -2.11222e-08 * tfactors.T9 + -3.90649e-09 * tfactors.T953 + 4.75778 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.99952 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 2.87641 * tfactors.T943i + (1.0/3.0) * -3.54489 * tfactors.T923i
                                   + -2.11222e-08 + (5.0/3.0) * -3.90649e-09 * tfactors.T923 + 4.75778 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1555,8 +1800,8 @@ void rate_He4_O17_to_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O18_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O18_to_F19_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O18 + p --> F19
 
@@ -1571,9 +1816,13 @@ void rate_p_O18_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  19.917 + -16.7246 * tfactors.T913i
                          + -3.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -16.7246 * tfactors.T943i
                                   + (5.0/3.0) * -3.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1588,9 +1837,13 @@ void rate_p_O18_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  7.26876 + -6.7253 * tfactors.T9i + 3.99059 * tfactors.T913
                          + -0.593127 * tfactors.T9 + 0.0877534 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.7253 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 3.99059 * tfactors.T923i
                                   + -0.593127 + (5.0/3.0) * 0.0877534 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1605,9 +1858,13 @@ void rate_p_O18_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  5.07648 + -1.65681 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.65681 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1622,9 +1879,13 @@ void rate_p_O18_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  -35.0079 + -0.244743 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.244743 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1638,8 +1899,8 @@ void rate_p_O18_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_F17_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_F17_to_Ne18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F17 + p --> Ne18
 
@@ -1654,9 +1915,13 @@ void rate_p_F17_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -7.84708 + -0.0323504 * tfactors.T9i + -14.2191 * tfactors.T913i + 34.0647 * tfactors.T913
                          + -16.5698 * tfactors.T9 + 2.48116 * tfactors.T953 + -2.13376 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.0323504 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -14.2191 * tfactors.T943i + (1.0/3.0) * 34.0647 * tfactors.T923i
                                   + -16.5698 + (5.0/3.0) * 2.48116 * tfactors.T923 + -2.13376 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1671,9 +1936,13 @@ void rate_p_F17_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  27.5778 + -4.95969 * tfactors.T9i + -21.3249 * tfactors.T913i + -0.230774 * tfactors.T913
                          + 0.917931 * tfactors.T9 + -0.0440377 * tfactors.T953 + -7.36014 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.95969 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -21.3249 * tfactors.T943i + (1.0/3.0) * -0.230774 * tfactors.T923i
                                   + 0.917931 + (5.0/3.0) * -0.0440377 * tfactors.T923 + -7.36014 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1687,8 +1956,8 @@ void rate_p_F17_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_F18_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_F18_to_Ne19_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F18 + p --> Ne19
 
@@ -1703,9 +1972,13 @@ void rate_p_F18_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -5.85727 + -2.89147 * tfactors.T9i + 13.1683 * tfactors.T913
                          + -1.92023 * tfactors.T9 + 0.16901 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.89147 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 13.1683 * tfactors.T923i
                                   + -1.92023 + (5.0/3.0) * 0.16901 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1720,9 +1993,13 @@ void rate_p_F18_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -29.449 + -0.39895 * tfactors.T9i + 22.4903 * tfactors.T913
                          + 0.307872 * tfactors.T9 + -0.296226 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.39895 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 22.4903 * tfactors.T923i
                                   + 0.307872 + (5.0/3.0) * -0.296226 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1737,9 +2014,13 @@ void rate_p_F18_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  57.4084 + -21.4023 * tfactors.T913i + -93.766 * tfactors.T913
                          + 179.258 * tfactors.T9 + -202.561 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -21.4023 * tfactors.T943i + (1.0/3.0) * -93.766 * tfactors.T923i
                                   + 179.258 + (5.0/3.0) * -202.561 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1753,8 +2034,8 @@ void rate_p_F18_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_F19_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_F19_to_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F19 + p --> Ne20
 
@@ -1769,9 +2050,13 @@ void rate_p_F19_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -5.63093 + -7.74414 * tfactors.T9i + 31.6442 * tfactors.T913i + -58.6563 * tfactors.T913
                          + 67.7365 * tfactors.T9 + -22.9721 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  7.74414 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 31.6442 * tfactors.T943i + (1.0/3.0) * -58.6563 * tfactors.T923i
                                   + 67.7365 + (5.0/3.0) * -22.9721 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1786,9 +2071,13 @@ void rate_p_F19_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  12.3816 + -1.71383 * tfactors.T9i + -11.3832 * tfactors.T913i + 5.47872 * tfactors.T913
                          + -1.07203 * tfactors.T9 + 0.11196 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.71383 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -11.3832 * tfactors.T943i + (1.0/3.0) * 5.47872 * tfactors.T923i
                                   + -1.07203 + (5.0/3.0) * 0.11196 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1803,9 +2092,13 @@ void rate_p_F19_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  18.2807 + -18.116 * tfactors.T913i + -1.4622 * tfactors.T913
                          + 6.95113 * tfactors.T9 + -2.90366 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -18.116 * tfactors.T943i + (1.0/3.0) * -1.4622 * tfactors.T923i
                                   + 6.95113 + (5.0/3.0) * -2.90366 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1819,8 +2112,8 @@ void rate_p_F19_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_d_He3_to_p_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_d_He3_to_p_He4_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // He3 + d --> p + He4
 
@@ -1835,9 +2128,13 @@ void rate_d_He3_to_p_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  41.2969 + -7.182 * tfactors.T913i + -17.1349 * tfactors.T913
                          + 1.36908 * tfactors.T9 + -0.0814423 * tfactors.T953 + 3.35395 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -7.182 * tfactors.T943i + (1.0/3.0) * -17.1349 * tfactors.T923i
                                   + 1.36908 + (5.0/3.0) * -0.0814423 * tfactors.T923 + 3.35395 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1852,9 +2149,13 @@ void rate_d_He3_to_p_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  24.6839 + -7.182 * tfactors.T913i + 0.473288 * tfactors.T913
                          + 1.46847 * tfactors.T9 + -27.9603 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -7.182 * tfactors.T943i + (1.0/3.0) * 0.473288 * tfactors.T923i
                                   + 1.46847 + (5.0/3.0) * -27.9603 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1868,8 +2169,8 @@ void rate_d_He3_to_p_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Li7_to_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Li7_to_He4_He4_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Li7 + p --> He4 + He4
 
@@ -1884,9 +2185,13 @@ void rate_p_Li7_to_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  21.8999 + -26.1527 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  26.1527 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1901,9 +2206,13 @@ void rate_p_Li7_to_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.4438 + -8.4727 * tfactors.T913i + 0.297934 * tfactors.T913
                          + 0.0582335 * tfactors.T9 + -0.00413383 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -8.4727 * tfactors.T943i + (1.0/3.0) * 0.297934 * tfactors.T923i
                                   + 0.0582335 + (5.0/3.0) * -0.00413383 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1918,9 +2227,13 @@ void rate_p_Li7_to_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  14.2538 + -4.478 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.478 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1935,9 +2248,13 @@ void rate_p_Li7_to_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  11.9576 + -8.4727 * tfactors.T913i + 0.417943 * tfactors.T913
                          + 5.34565 * tfactors.T9 + -4.8684 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -8.4727 * tfactors.T943i + (1.0/3.0) * 0.417943 * tfactors.T923i
                                   + 5.34565 + (5.0/3.0) * -4.8684 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1951,8 +2268,8 @@ void rate_p_Li7_to_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N13 + He4 --> p + O16
 
@@ -1967,9 +2284,13 @@ void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  40.4644 + -35.829 * tfactors.T913i + -0.530275 * tfactors.T913
                          + -0.982462 * tfactors.T9 + 0.0808059 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -35.829 * tfactors.T943i + (1.0/3.0) * -0.530275 * tfactors.T923i
                                   + -0.982462 + (5.0/3.0) * 0.0808059 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1983,8 +2304,8 @@ void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N15 + p --> He4 + C12
 
@@ -1999,9 +2320,13 @@ void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  27.4764 + -15.253 * tfactors.T913i + 1.59318 * tfactors.T913
                          + 2.4479 * tfactors.T9 + -2.19708 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -15.253 * tfactors.T943i + (1.0/3.0) * 1.59318 * tfactors.T923i
                                   + 2.4479 + (5.0/3.0) * -2.19708 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2016,9 +2341,13 @@ void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -6.57522 + -1.1638 * tfactors.T9i + 22.7105 * tfactors.T913
                          + -2.90707 * tfactors.T9 + 0.205754 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.1638 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 22.7105 * tfactors.T923i
                                   + -2.90707 + (5.0/3.0) * 0.205754 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2033,9 +2362,13 @@ void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.8972 + -7.406 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  7.406 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2050,9 +2383,13 @@ void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -4.87347 + -2.02117 * tfactors.T9i + 30.8497 * tfactors.T913
                          + -8.50433 * tfactors.T9 + -1.54426 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.02117 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 30.8497 * tfactors.T923i
                                   + -8.50433 + (5.0/3.0) * -1.54426 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2066,8 +2403,8 @@ void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O14 + He4 --> p + F17
 
@@ -2082,9 +2419,13 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  12.1289 + -12.0223 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.0223 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2099,9 +2440,13 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  18.6518 + -26.0 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  26.0 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2116,9 +2461,13 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  40.8358 + -39.388 * tfactors.T913i + -17.4673 * tfactors.T913
                          + 35.3029 * tfactors.T9 + -24.8162 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.388 * tfactors.T943i + (1.0/3.0) * -17.4673 * tfactors.T923i
                                   + 35.3029 + (5.0/3.0) * -24.8162 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2133,9 +2482,13 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  16.3087 + -22.51 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  22.51 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2150,9 +2503,13 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  11.1184 + -13.6 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  13.6 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2167,9 +2524,13 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -106.091 + -0.453036 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.453036 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2183,8 +2544,8 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O17 + p --> He4 + N14
 
@@ -2199,9 +2560,13 @@ void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -7.20763 + -0.753395 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.753395 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2216,9 +2581,13 @@ void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  19.579 + -16.9078 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -16.9078 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2233,9 +2602,13 @@ void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  10.174 + -4.95865 * tfactors.T9i + 5.10182 * tfactors.T913
                          + 0.379373 * tfactors.T9 + -0.0672515 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.95865 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 5.10182 * tfactors.T923i
                                   + 0.379373 + (5.0/3.0) * -0.0672515 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2250,9 +2623,13 @@ void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  5.5336 + -2.11477 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.11477 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2266,8 +2643,8 @@ void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O18_to_He4_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O18_to_He4_N15_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O18 + p --> He4 + N15
 
@@ -2282,9 +2659,13 @@ void rate_p_O18_to_He4_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -27.9044 + -0.245884 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.245884 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2299,9 +2680,13 @@ void rate_p_O18_to_He4_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  26.9671 + -16.6979 * tfactors.T913i
                          + -3.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -16.6979 * tfactors.T943i
                                   + (5.0/3.0) * -3.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2316,9 +2701,13 @@ void rate_p_O18_to_He4_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  8.94352 + -5.32335 * tfactors.T9i + 11.6568 * tfactors.T913
                          + -2.16303 * tfactors.T9 + 0.209965 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.32335 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 11.6568 * tfactors.T923i
                                   + -2.16303 + (5.0/3.0) * 0.209965 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2333,9 +2722,13 @@ void rate_p_O18_to_He4_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  10.2725 + -1.663 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.663 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2349,8 +2742,8 @@ void rate_p_O18_to_He4_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_F17_to_p_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_F17_to_p_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F17 + He4 --> p + Ne20
 
@@ -2365,9 +2758,13 @@ void rate_He4_F17_to_p_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  38.6287 + -43.18 * tfactors.T913i + 4.46827 * tfactors.T913
                          + -1.63915 * tfactors.T9 + 0.123483 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -43.18 * tfactors.T943i + (1.0/3.0) * 4.46827 * tfactors.T923i
                                   + -1.63915 + (5.0/3.0) * 0.123483 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2381,8 +2778,8 @@ void rate_He4_F17_to_p_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_F18_to_He4_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_F18_to_He4_O15_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F18 + p --> He4 + O15
 
@@ -2397,9 +2794,13 @@ void rate_p_F18_to_He4_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  1.75704 + -3.01675 * tfactors.T9i + 13.3223 * tfactors.T913
                          + -1.36696 * tfactors.T9 + 0.0757363 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.01675 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 13.3223 * tfactors.T923i
                                   + -1.36696 + (5.0/3.0) * 0.0757363 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2414,9 +2815,13 @@ void rate_p_F18_to_He4_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -31.7388 + -0.376432 * tfactors.T9i + 61.738 * tfactors.T913
                          + -108.29 * tfactors.T9 + -34.2365 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.376432 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 61.738 * tfactors.T923i
                                   + -108.29 + (5.0/3.0) * -34.2365 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2431,9 +2836,13 @@ void rate_p_F18_to_He4_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  62.0058 + -21.4023 * tfactors.T913i + -80.8891 * tfactors.T913
                          + 134.6 * tfactors.T9 + -126.504 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -21.4023 * tfactors.T943i + (1.0/3.0) * -80.8891 * tfactors.T923i
                                   + 134.6 + (5.0/3.0) * -126.504 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2447,8 +2856,8 @@ void rate_p_F18_to_He4_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_F18_to_p_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_F18_to_p_Ne21_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F18 + He4 --> p + Ne21
 
@@ -2463,9 +2872,13 @@ void rate_He4_F18_to_p_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  49.7863 + -1.84559 * tfactors.T9i + 21.4461 * tfactors.T913i + -73.252 * tfactors.T913
                          + 2.42329 * tfactors.T9 + -0.077278 * tfactors.T953 + 40.7604 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.84559 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 21.4461 * tfactors.T943i + (1.0/3.0) * -73.252 * tfactors.T923i
                                   + 2.42329 + (5.0/3.0) * -0.077278 * tfactors.T923 + 40.7604 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2479,8 +2892,8 @@ void rate_He4_F18_to_p_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_F19_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_F19_to_He4_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F19 + p --> He4 + O16
 
@@ -2495,9 +2908,13 @@ void rate_p_F19_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -52.7043 + -0.12765 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.12765 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2512,9 +2929,13 @@ void rate_p_F19_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  26.2916 + -18.116 * tfactors.T913i
                          + 1.86674 * tfactors.T9 + -7.5666 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -18.116 * tfactors.T943i
                                   + 1.86674 + (5.0/3.0) * -7.5666 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2529,9 +2950,13 @@ void rate_p_F19_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  14.3586 + -3.286 * tfactors.T9i
                          + -0.21103 * tfactors.T9 + 2.87702 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.286 * tfactors.T9i * tfactors.T9i
                                   + -0.21103 + 2.87702 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2546,9 +2971,13 @@ void rate_p_F19_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  15.1955 + -3.75185 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.75185 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2563,9 +2992,13 @@ void rate_p_F19_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  8.239 + -2.46828 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.46828 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2579,8 +3012,8 @@ void rate_p_F19_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He3_He3_to_p_p_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He3_He3_to_p_p_He4_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // He3 + He3 --> p + p + He4
 
@@ -2595,9 +3028,13 @@ void rate_He3_He3_to_p_p_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  24.7788 + -12.277 * tfactors.T913i + -0.103699 * tfactors.T913
                          + -0.0649967 * tfactors.T9 + 0.0168191 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -12.277 * tfactors.T943i + (1.0/3.0) * -0.103699 * tfactors.T923i
                                   + -0.0649967 + (5.0/3.0) * 0.0168191 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2611,8 +3048,8 @@ void rate_He3_He3_to_p_p_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_d_Be7_to_p_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_d_Be7_to_p_He4_He4_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Be7 + d --> p + He4 + He4
 
@@ -2627,9 +3064,13 @@ void rate_d_Be7_to_p_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  27.6987 + -12.428 * tfactors.T913i
                          + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -12.428 * tfactors.T943i
                                   + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2643,8 +3084,8 @@ void rate_d_Be7_to_p_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_B11_to_He4_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_B11_to_He4_He4_He4_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // B11 + p --> 3 He4
 
@@ -2659,9 +3100,13 @@ void rate_p_B11_to_He4_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate,
     ln_set_rate =  -14.9395 + -1.724 * tfactors.T9i + 8.49175 * tfactors.T913i + 27.3254 * tfactors.T913
                          + -3.72071 * tfactors.T9 + 0.275516 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.724 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 8.49175 * tfactors.T943i + (1.0/3.0) * 27.3254 * tfactors.T923i
                                   + -3.72071 + (5.0/3.0) * 0.275516 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2676,9 +3121,13 @@ void rate_p_B11_to_He4_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate,
     ln_set_rate =  28.6442 + -12.097 * tfactors.T913i + -0.0496312 * tfactors.T913
                          + 0.687736 * tfactors.T9 + -0.564229 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -12.097 * tfactors.T943i + (1.0/3.0) * -0.0496312 * tfactors.T923i
                                   + 0.687736 + (5.0/3.0) * -0.564229 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2692,8 +3141,8 @@ void rate_p_B11_to_He4_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate,
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He3_Be7_to_p_p_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He3_Be7_to_p_p_He4_He4_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Be7 + He3 --> p + p + He4 + He4
 
@@ -2708,9 +3157,13 @@ void rate_He3_Be7_to_p_p_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate
     ln_set_rate =  31.7435 + -5.45213e-12 * tfactors.T9i + -21.793 * tfactors.T913i + -1.98126e-09 * tfactors.T913
                          + 1.84204e-10 * tfactors.T9 + -1.46403e-11 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.45213e-12 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -21.793 * tfactors.T943i + (1.0/3.0) * -1.98126e-09 * tfactors.T923i
                                   + 1.84204e-10 + (5.0/3.0) * -1.46403e-11 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2724,8 +3177,8 @@ void rate_He3_Be7_to_p_p_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // 3 He4 --> C12
 
@@ -2740,9 +3193,13 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -11.7884 + -1.02446 * tfactors.T9i + -23.57 * tfactors.T913i + 20.4886 * tfactors.T913
                          + -12.9882 * tfactors.T9 + -20.0 * tfactors.T953 + -2.16667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.02446 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -23.57 * tfactors.T943i + (1.0/3.0) * 20.4886 * tfactors.T923i
                                   + -12.9882 + (5.0/3.0) * -20.0 * tfactors.T923 + -2.16667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2757,9 +3214,13 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -0.971052 + -37.06 * tfactors.T913i + 29.3493 * tfactors.T913
                          + -115.507 * tfactors.T9 + -10.0 * tfactors.T953 + -1.33333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -37.06 * tfactors.T943i + (1.0/3.0) * 29.3493 * tfactors.T923i
                                   + -115.507 + (5.0/3.0) * -10.0 * tfactors.T923 + -1.33333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2774,9 +3235,13 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -24.3505 + -4.12656 * tfactors.T9i + -13.49 * tfactors.T913i + 21.4259 * tfactors.T913
                          + -1.34769 * tfactors.T9 + 0.0879816 * tfactors.T953 + -13.1653 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.12656 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -13.49 * tfactors.T943i + (1.0/3.0) * 21.4259 * tfactors.T923i
                                   + -1.34769 + (5.0/3.0) * 0.0879816 * tfactors.T923 + -13.1653 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2790,331 +3255,874 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 
-
 template <int do_T_derivatives, typename T>
 AMREX_GPU_HOST_DEVICE AMREX_INLINE
 void
-fill_reaclib_rates(const tf_t& tfactors, T& rate_eval)
+fill_reaclib_rates([[maybe_unused]] const tf_t& tfactors,
+                   [[maybe_unused]] T& rate_eval)
 {
 
-    amrex::Real rate;
-    amrex::Real drate_dT;
-
-    rate_Be7_to_Li7_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Be7_to_Li7_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Be7_to_Li7_reaclib) = drate_dT;
-
-    }
-    rate_N13_to_C13_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_N13_to_C13_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_N13_to_C13_reaclib) = drate_dT;
-
-    }
-    rate_O14_to_N14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O14_to_N14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O14_to_N14_reaclib) = drate_dT;
-
-    }
-    rate_O15_to_N15_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O15_to_N15_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O15_to_N15_reaclib) = drate_dT;
-
-    }
-    rate_B8_to_p_Be7_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_B8_to_p_Be7_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_B8_to_p_Be7_reaclib) = drate_dT;
-
-    }
-    rate_B8_to_He4_He4_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_B8_to_He4_He4_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_B8_to_He4_He4_reaclib) = drate_dT;
-
-    }
-    rate_F17_to_p_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_F17_to_p_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_F17_to_p_O16_reaclib) = drate_dT;
-
-    }
-    rate_p_p_to_d_reaclib_bet_pos<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_p_to_d_reaclib_bet_pos) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_p_to_d_reaclib_bet_pos) = drate_dT;
-
-    }
-    rate_p_p_to_d_reaclib_electron_capture<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_p_to_d_reaclib_electron_capture) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_p_to_d_reaclib_electron_capture) = drate_dT;
-
-    }
-    rate_p_d_to_He3_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_d_to_He3_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_d_to_He3_reaclib) = drate_dT;
-
-    }
-    rate_d_d_to_He4_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_d_d_to_He4_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_d_d_to_He4_reaclib) = drate_dT;
-
-    }
-    rate_p_He3_to_He4_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_He3_to_He4_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_He3_to_He4_reaclib) = drate_dT;
-
-    }
-    rate_He4_He3_to_Be7_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_He3_to_Be7_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_He3_to_Be7_reaclib) = drate_dT;
-
-    }
-    rate_He4_Li7_to_B11_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Li7_to_B11_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Li7_to_B11_reaclib) = drate_dT;
+    [[maybe_unused]] amrex::Real rate;
+    [[maybe_unused]] amrex::Real drate_dT;
 
-    }
-    rate_p_Be7_to_B8_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Be7_to_B8_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Be7_to_B8_reaclib) = drate_dT;
-
-    }
-    rate_p_B11_to_C12_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_B11_to_C12_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_B11_to_C12_reaclib) = drate_dT;
+    {
+        // Be7_to_Li7_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Be7_to_Li7_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Be7_to_Li7_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Be7_to_Li7_reaclib) = drate_dT;
+        }
     }
-    rate_p_C12_to_N13_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_C12_to_N13_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib) = drate_dT;
 
-    }
-    rate_He4_C12_to_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = drate_dT;
+    {
+        // N13_to_C13_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_N13_to_C13_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_N13_to_C13_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_N13_to_C13_reaclib) = drate_dT;
+        }
     }
-    rate_p_C13_to_N14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_C13_to_N14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_C13_to_N14_reaclib) = drate_dT;
 
-    }
-    rate_p_N13_to_O14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_N13_to_O14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_N13_to_O14_reaclib) = drate_dT;
+    {
+        // O14_to_N14_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O14_to_N14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O14_to_N14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O14_to_N14_reaclib) = drate_dT;
+        }
     }
-    rate_p_N14_to_O15_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_N14_to_O15_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_N14_to_O15_reaclib) = drate_dT;
 
-    }
-    rate_He4_N14_to_F18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_N14_to_F18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_N14_to_F18_reaclib) = drate_dT;
+    {
+        // O15_to_N15_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O15_to_N15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O15_to_N15_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O15_to_N15_reaclib) = drate_dT;
+        }
     }
-    rate_p_N15_to_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_N15_to_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_N15_to_O16_reaclib) = drate_dT;
 
-    }
-    rate_He4_N15_to_F19_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_N15_to_F19_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_N15_to_F19_reaclib) = drate_dT;
+    {
+        // B8_to_p_Be7_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_B8_to_p_Be7_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_B8_to_p_Be7_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_B8_to_p_Be7_reaclib) = drate_dT;
+        }
     }
-    rate_He4_O14_to_Ne18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_O14_to_Ne18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O14_to_Ne18_reaclib) = drate_dT;
 
-    }
-    rate_He4_O15_to_Ne19_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_O15_to_Ne19_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O15_to_Ne19_reaclib) = drate_dT;
+    {
+        // B8_to_He4_He4_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_B8_to_He4_He4_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_B8_to_He4_He4_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_B8_to_He4_He4_reaclib) = drate_dT;
+        }
     }
-    rate_p_O16_to_F17_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_O16_to_F17_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O16_to_F17_reaclib) = drate_dT;
 
-    }
-    rate_He4_O16_to_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib) = drate_dT;
+    {
+        // F17_to_p_O16_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_F17_to_p_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_F17_to_p_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_F17_to_p_O16_reaclib) = drate_dT;
+        }
     }
-    rate_p_O17_to_F18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_O17_to_F18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O17_to_F18_reaclib) = drate_dT;
 
-    }
-    rate_He4_O17_to_Ne21_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_O17_to_Ne21_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O17_to_Ne21_reaclib) = drate_dT;
-
-    }
-    rate_p_O18_to_F19_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_O18_to_F19_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O18_to_F19_reaclib) = drate_dT;
-
-    }
-    rate_p_F17_to_Ne18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_F17_to_Ne18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_F17_to_Ne18_reaclib) = drate_dT;
-
-    }
-    rate_p_F18_to_Ne19_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_F18_to_Ne19_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_F18_to_Ne19_reaclib) = drate_dT;
-
-    }
-    rate_p_F19_to_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_F19_to_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_F19_to_Ne20_reaclib) = drate_dT;
-
-    }
-    rate_d_He3_to_p_He4_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_d_He3_to_p_He4_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_d_He3_to_p_He4_reaclib) = drate_dT;
-
-    }
-    rate_p_Li7_to_He4_He4_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Li7_to_He4_He4_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Li7_to_He4_He4_reaclib) = drate_dT;
-
-    }
-    rate_He4_N13_to_p_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib) = drate_dT;
-
-    }
-    rate_p_N15_to_He4_C12_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_N15_to_He4_C12_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_N15_to_He4_C12_reaclib) = drate_dT;
-
-    }
-    rate_He4_O14_to_p_F17_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_O14_to_p_F17_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O14_to_p_F17_reaclib) = drate_dT;
-
-    }
-    rate_p_O17_to_He4_N14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_O17_to_He4_N14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O17_to_He4_N14_reaclib) = drate_dT;
-
-    }
-    rate_p_O18_to_He4_N15_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_O18_to_He4_N15_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O18_to_He4_N15_reaclib) = drate_dT;
-
-    }
-    rate_He4_F17_to_p_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_F17_to_p_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_F17_to_p_Ne20_reaclib) = drate_dT;
-
-    }
-    rate_p_F18_to_He4_O15_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_F18_to_He4_O15_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_F18_to_He4_O15_reaclib) = drate_dT;
-
-    }
-    rate_He4_F18_to_p_Ne21_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_F18_to_p_Ne21_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_F18_to_p_Ne21_reaclib) = drate_dT;
-
-    }
-    rate_p_F19_to_He4_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_F19_to_He4_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_F19_to_He4_O16_reaclib) = drate_dT;
-
-    }
-    rate_He3_He3_to_p_p_He4_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He3_He3_to_p_p_He4_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He3_He3_to_p_p_He4_reaclib) = drate_dT;
-
-    }
-    rate_d_Be7_to_p_He4_He4_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_d_Be7_to_p_He4_He4_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_d_Be7_to_p_He4_He4_reaclib) = drate_dT;
-
-    }
-    rate_p_B11_to_He4_He4_He4_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_B11_to_He4_He4_He4_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_B11_to_He4_He4_He4_reaclib) = drate_dT;
-
-    }
-    rate_He3_Be7_to_p_p_He4_He4_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He3_Be7_to_p_p_He4_He4_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He3_Be7_to_p_p_He4_He4_reaclib) = drate_dT;
-
-    }
-    rate_He4_He4_He4_to_C12_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib) = drate_dT;
+    {
+        // p_p_to_d_reaclib_beta_pos
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_p);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_p);
+        }
+#endif
+        rate_p_p_to_d_reaclib_beta_pos<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_p_to_d_reaclib_beta_pos) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_p_to_d_reaclib_beta_pos) = drate_dT;
+        }
+    }
+
+    {
+        // p_p_to_d_reaclib_electron_capture
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_p);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_p);
+        }
+#endif
+        rate_p_p_to_d_reaclib_electron_capture<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_p_to_d_reaclib_electron_capture) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_p_to_d_reaclib_electron_capture) = drate_dT;
+        }
+    }
+
+    {
+        // p_d_to_He3_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_d);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_d);
+        }
+#endif
+        rate_p_d_to_He3_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_d_to_He3_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_d_to_He3_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // d_d_to_He4_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_d_d);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_d_d);
+        }
+#endif
+        rate_d_d_to_He4_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_d_d_to_He4_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_d_d_to_He4_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_He3_to_He4_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_He3);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_He3);
+        }
+#endif
+        rate_p_He3_to_He4_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_He3_to_He4_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_He3_to_He4_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_He3_to_Be7_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He3_He4);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He3_He4);
+        }
+#endif
+        rate_He4_He3_to_Be7_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_He3_to_Be7_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_He3_to_Be7_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Li7_to_B11_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Li7);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Li7);
+        }
+#endif
+        rate_He4_Li7_to_B11_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Li7_to_B11_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Li7_to_B11_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Be7_to_B8_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Be7);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Be7);
+        }
+#endif
+        rate_p_Be7_to_B8_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Be7_to_B8_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Be7_to_B8_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_B11_to_C12_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_B11);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_B11);
+        }
+#endif
+        rate_p_B11_to_C12_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_B11_to_C12_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_B11_to_C12_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_C12_to_N13_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_C12);
+        }
+#endif
+        rate_p_C12_to_N13_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_C12_to_N13_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_C12_to_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_C12);
+        }
+#endif
+        rate_He4_C12_to_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_C13_to_N14_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_C13);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_C13);
+        }
+#endif
+        rate_p_C13_to_N14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_C13_to_N14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_C13_to_N14_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_N13_to_O14_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_N13);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_N13);
+        }
+#endif
+        rate_p_N13_to_O14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_N13_to_O14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_N13_to_O14_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_N14_to_O15_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_N14);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_N14);
+        }
+#endif
+        rate_p_N14_to_O15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_N14_to_O15_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_N14_to_O15_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_N14_to_F18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_N14);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_N14);
+        }
+#endif
+        rate_He4_N14_to_F18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_N14_to_F18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_N14_to_F18_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_N15_to_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_N15);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_N15);
+        }
+#endif
+        rate_p_N15_to_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_N15_to_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_N15_to_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_N15_to_F19_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_N15);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_N15);
+        }
+#endif
+        rate_He4_N15_to_F19_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_N15_to_F19_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_N15_to_F19_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O14_to_Ne18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O14);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O14);
+        }
+#endif
+        rate_He4_O14_to_Ne18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_O14_to_Ne18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O14_to_Ne18_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O15_to_Ne19_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O15);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O15);
+        }
+#endif
+        rate_He4_O15_to_Ne19_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_O15_to_Ne19_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O15_to_Ne19_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_O16_to_F17_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O16);
+        }
+#endif
+        rate_p_O16_to_F17_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_O16_to_F17_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O16_to_F17_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O16_to_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O16);
+        }
+#endif
+        rate_He4_O16_to_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_O17_to_F18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O17);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O17);
+        }
+#endif
+        rate_p_O17_to_F18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_O17_to_F18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O17_to_F18_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O17_to_Ne21_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O17);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O17);
+        }
+#endif
+        rate_He4_O17_to_Ne21_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_O17_to_Ne21_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O17_to_Ne21_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_O18_to_F19_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O18);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O18);
+        }
+#endif
+        rate_p_O18_to_F19_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_O18_to_F19_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O18_to_F19_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_F17_to_Ne18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_F17);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_F17);
+        }
+#endif
+        rate_p_F17_to_Ne18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_F17_to_Ne18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_F17_to_Ne18_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_F18_to_Ne19_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_F18);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_F18);
+        }
+#endif
+        rate_p_F18_to_Ne19_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_F18_to_Ne19_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_F18_to_Ne19_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_F19_to_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_F19);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_F19);
+        }
+#endif
+        rate_p_F19_to_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_F19_to_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_F19_to_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // d_He3_to_p_He4_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_d_He3);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_d_He3);
+        }
+#endif
+        rate_d_He3_to_p_He4_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_d_He3_to_p_He4_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_d_He3_to_p_He4_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Li7_to_He4_He4_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Li7);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Li7);
+        }
+#endif
+        rate_p_Li7_to_He4_He4_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Li7_to_He4_He4_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Li7_to_He4_He4_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_N13_to_p_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_N13);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_N13);
+        }
+#endif
+        rate_He4_N13_to_p_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_N15_to_He4_C12_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_N15);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_N15);
+        }
+#endif
+        rate_p_N15_to_He4_C12_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_N15_to_He4_C12_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_N15_to_He4_C12_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O14_to_p_F17_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O14);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O14);
+        }
+#endif
+        rate_He4_O14_to_p_F17_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_O14_to_p_F17_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O14_to_p_F17_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_O17_to_He4_N14_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O17);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O17);
+        }
+#endif
+        rate_p_O17_to_He4_N14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_O17_to_He4_N14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O17_to_He4_N14_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_O18_to_He4_N15_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O18);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O18);
+        }
+#endif
+        rate_p_O18_to_He4_N15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_O18_to_He4_N15_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O18_to_He4_N15_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_F17_to_p_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_F17);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_F17);
+        }
+#endif
+        rate_He4_F17_to_p_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_F17_to_p_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_F17_to_p_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_F18_to_He4_O15_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_F18);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_F18);
+        }
+#endif
+        rate_p_F18_to_He4_O15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_F18_to_He4_O15_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_F18_to_He4_O15_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_F18_to_p_Ne21_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_F18);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_F18);
+        }
+#endif
+        rate_He4_F18_to_p_Ne21_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_F18_to_p_Ne21_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_F18_to_p_Ne21_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_F19_to_He4_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_F19);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_F19);
+        }
+#endif
+        rate_p_F19_to_He4_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_F19_to_He4_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_F19_to_He4_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He3_He3_to_p_p_He4_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He3_He3);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He3_He3);
+        }
+#endif
+        rate_He3_He3_to_p_p_He4_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He3_He3_to_p_p_He4_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He3_He3_to_p_p_He4_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // d_Be7_to_p_He4_He4_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_d_Be7);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_d_Be7);
+        }
+#endif
+        rate_d_Be7_to_p_He4_He4_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_d_Be7_to_p_He4_He4_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_d_Be7_to_p_He4_He4_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_B11_to_He4_He4_He4_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_B11);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_B11);
+        }
+#endif
+        rate_p_B11_to_He4_He4_He4_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_B11_to_He4_He4_He4_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_B11_to_He4_He4_He4_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He3_Be7_to_p_p_He4_He4_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He3_Be7);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He3_Be7);
+        }
+#endif
+        rate_He3_Be7_to_p_p_He4_He4_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He3_Be7_to_p_p_He4_He4_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He3_Be7_to_p_p_He4_He4_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_He4_He4_to_C12_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_He4) + rate_eval.log_screen(k_He4_Be8);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_He4) + rate_eval.dlog_screen_dT(k_He4_Be8);
+        }
+#endif
+        rate_He4_He4_He4_to_C12_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib) = drate_dT;
+        }
     }
 
-}
-
-template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void
-fill_approx_rates([[maybe_unused]] const tf_t& tfactors,
-                  [[maybe_unused]] const amrex::Real rho,
-                  [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
-                  [[maybe_unused]] T& rate_eval)
-{
-
-    [[maybe_unused]] amrex::Real rate{};
-    [[maybe_unused]] amrex::Real drate_dT{};
-
 
 }
 
diff --git a/networks/nova-li/table_rates.H b/networks/nova-li/table_rates.H
index 8ebac3979a..5230bccfba 100644
--- a/networks/nova-li/table_rates.H
+++ b/networks/nova-li/table_rates.H
@@ -55,11 +55,11 @@ constexpr int add_vars = 1;  // 1 Additional Var in entries
 namespace rate_tables
 {
     // F17 --> O17
-    inline AMREX_GPU_MANAGED table_t j_F17_O17_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_F17_O17_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 12> j_F17_O17_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
+    inline AMREX_GPU_DEVICE table_t j_F17_O17_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_F17_O17_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 12> j_F17_O17_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
          j_F17_O17_data{
 -1.98599,       -1.985996,       -1.985997,       -1.985998,       -1.985991,       -1.985811,       -1.984179,       -1.977601,       -1.918501,       -1.559899,       -0.462121,        1.718247,  // RATE
 -1.985903,       -1.985964,       -1.985971,       -1.985976,       -1.985976,       -1.985801,       -1.984173,       -1.977571,       -1.918501,       -1.559899,       -0.462121,        1.718247,
@@ -97,11 +97,11 @@ namespace rate_tables
          };
 
     // F18 --> O18
-    inline AMREX_GPU_MANAGED table_t j_F18_O18_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_F18_O18_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 12> j_F18_O18_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
+    inline AMREX_GPU_DEVICE table_t j_F18_O18_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_F18_O18_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 12> j_F18_O18_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
          j_F18_O18_data{
 -4.010762,       -4.010915,       -4.010933,       -4.010943,       -4.010771,       -4.006329,       -3.943745,       -3.744878,       -3.181896,       -2.350694,       -1.090264,        1.385945,  // RATE
 -4.008732,       -4.010152,       -4.010328,       -4.010433,       -4.010408,       -4.006087,       -3.943458,       -3.744432,       -3.181896,       -2.350694,       -1.090264,        1.385945,
@@ -139,11 +139,11 @@ namespace rate_tables
          };
 
     // Ne18 --> F18
-    inline AMREX_GPU_MANAGED table_t j_Ne18_F18_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ne18_F18_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 12> j_Ne18_F18_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
+    inline AMREX_GPU_DEVICE table_t j_Ne18_F18_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ne18_F18_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 12> j_Ne18_F18_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
          j_Ne18_F18_data{
 -0.397998,       -0.397999,          -0.398,          -0.398,       -0.397998,        -0.39797,       -0.398569,       -0.397001,       -0.387511,        -0.31553,        0.210666,         2.08323,  // RATE
 -0.397983,       -0.397994,       -0.397995,       -0.397996,       -0.397996,       -0.397969,       -0.398568,       -0.397001,       -0.387511,        -0.31553,        0.210666,         2.08323,
@@ -181,11 +181,11 @@ namespace rate_tables
          };
 
     // Ne19 --> F19
-    inline AMREX_GPU_MANAGED table_t j_Ne19_F19_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ne19_F19_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 12> j_Ne19_F19_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
+    inline AMREX_GPU_DEVICE table_t j_Ne19_F19_meta{.ntemp=12, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ne19_F19_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 12> j_Ne19_F19_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 12, 1, 11, 1, num_vars>
          j_Ne19_F19_data{
 -1.414994,       -1.414998,       -1.414998,       -1.414999,       -1.422995,       -1.439902,       -1.467534,       -1.481045,       -1.464793,       -1.231792,        -0.30521,        1.816432,  // RATE
 -1.414946,        -1.41498,       -1.414985,       -1.414988,       -1.422987,       -1.439897,       -1.467528,       -1.481045,       -1.464793,       -1.231792,        -0.30521,        1.816432,
@@ -225,7 +225,7 @@ namespace rate_tables
 }
 
 
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_linear_1d(const amrex::Real fhi, const amrex::Real flo, const amrex::Real xhi, const amrex::Real xlo, const amrex::Real x)
 {
@@ -238,7 +238,7 @@ evaluate_linear_1d(const amrex::Real fhi, const amrex::Real flo, const amrex::Re
     return f;
 }
 
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_linear_2d(const amrex::Real fip1jp1, const amrex::Real fip1j, const amrex::Real fijp1, const amrex::Real fij,
           const amrex::Real xhi, const amrex::Real xlo, const amrex::Real yhi, const amrex::Real ylo,
@@ -270,7 +270,7 @@ evaluate_linear_2d(const amrex::Real fip1jp1, const amrex::Real fip1j, const amr
 
 
 template<typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_vars(const int irhoy_lo, const int jtemp_lo,
               const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -300,7 +300,7 @@ evaluate_vars(const int irhoy_lo, const int jtemp_lo,
 
 
 template<typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_dr_dtemp(const int irhoy_lo, const int jtemp_lo,
                   const table_t& table_meta, const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -443,7 +443,7 @@ evaluate_dr_dtemp(const int irhoy_lo, const int jtemp_lo,
 
 
 template <typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 void
 get_entries(const int irhoy_lo, const int jtemp_lo,
             const table_t& table_meta, const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -471,7 +471,7 @@ get_entries(const int irhoy_lo, const int jtemp_lo,
 }
 
 template <typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 void
 tabular_evaluate(const table_t& table_meta,
                  const R& log_rhoy_table, const T& log_temp_table, const D& data,
diff --git a/networks/nova-li/temperature_table_rates.H b/networks/nova-li/temperature_table_rates.H
index 4fdd0d89c7..8490332679 100644
--- a/networks/nova-li/temperature_table_rates.H
+++ b/networks/nova-li/temperature_table_rates.H
@@ -5,7 +5,7 @@
 
 #include <tfactors.H>
 #include <actual_network.H>
-
+#include <interp_tools.H>
 
 using namespace amrex::literals;
 
@@ -28,6 +28,7 @@ namespace temp_tabular {
         [[maybe_unused]] amrex::Real drate_dT;
 
 
+
     }
 
 
diff --git a/networks/nova/Make.package b/networks/nova/Make.package
index fd942a5ce1..35413fdcff 100644
--- a/networks/nova/Make.package
+++ b/networks/nova/Make.package
@@ -2,13 +2,15 @@ PYNUCASTRO_NETWORK = TRUE
 CEXE_headers += network_properties.H
 
 ifeq ($(USE_REACT),TRUE)
-  CEXE_sources += actual_network_data.cpp
   CEXE_headers += actual_network.H
   CEXE_headers += tfactors.H
   CEXE_headers += interp_tools.H
   CEXE_headers += partition_functions.H
   CEXE_headers += actual_rhs.H
+  CEXE_headers += rate_type.H
   CEXE_headers += reaclib_rates.H
+  CEXE_headers += approximate_rates.H
+  CEXE_headers += modified_rates.H
   CEXE_headers += table_rates.H
   CEXE_headers += temperature_table_rates.H
   CEXE_headers += derived_rates.H
diff --git a/networks/nova/actual_network.H b/networks/nova/actual_network.H
index df0e6ef0e7..7942832ab0 100644
--- a/networks/nova/actual_network.H
+++ b/networks/nova/actual_network.H
@@ -1,18 +1,25 @@
 #ifndef actual_network_H
 #define actual_network_H
 
+#include <random>
 #include <string_view>
 
 #include <AMReX_REAL.H>
 #include <AMReX_Array.H>
 #include <AMReX_Loop.H>
 
+#include <extern_parameters.H>
 #include <fundamental_constants.H>
 #include <network_properties.H>
 
 using namespace amrex::literals;
 
-void actual_network_init();
+
+inline
+void actual_network_init() {
+
+
+}
 
 constexpr std::string_view network_name = "pynucastro-cxx";
 
@@ -196,7 +203,7 @@ namespace Rates
         k_O15_to_N15_reaclib = 3,
         k_F17_to_O17_reaclib = 4,
         k_B8_to_He4_He4_reaclib = 5,
-        k_p_p_to_d_reaclib_bet_pos = 6,
+        k_p_p_to_d_reaclib_beta_pos = 6,
         k_p_p_to_d_reaclib_electron_capture = 7,
         k_p_d_to_He3_reaclib = 8,
         k_d_d_to_He4_reaclib = 9,
@@ -225,6 +232,36 @@ namespace Rates
         NumRates = k_He4_He4_He4_to_C12_reaclib
     };
 
+    enum ScreenPairs :
+    std::uint8_t
+    {
+        k_p_F18 = 1,
+        k_p_C12 = 2,
+        k_He3_He3 = 3,
+        k_He4_N14 = 4,
+        k_He3_He4 = 5,
+        k_p_C13 = 6,
+        k_He3_Be7 = 7,
+        k_He4_C12 = 8,
+        k_p_p = 9,
+        k_p_O17 = 10,
+        k_p_N15 = 11,
+        k_p_d = 12,
+        k_p_He3 = 13,
+        k_d_d = 14,
+        k_d_He3 = 15,
+        k_p_Be7 = 16,
+        k_d_Be7 = 17,
+        k_p_N13 = 18,
+        k_He4_O14 = 19,
+        k_He4_He4 = 20,
+        k_p_O16 = 21,
+        k_p_N14 = 22,
+        k_He4_Be8 = 23,
+        k_He4_N13 = 24,
+        NumScreenPairs = k_He4_N13
+    };
+
     // rate names -- note: the rates are 1-based, not zero-based, so we pad
     // this vector with rate_names[0] = "" so the indices line up with the
     // NetworkRates enum
@@ -236,7 +273,7 @@ namespace Rates
         "O15_to_N15_reaclib",  // 3,
         "F17_to_O17_reaclib",  // 4,
         "B8_to_He4_He4_reaclib",  // 5,
-        "p_p_to_d_reaclib_bet_pos",  // 6,
+        "p_p_to_d_reaclib_beta_pos",  // 6,
         "p_p_to_d_reaclib_electron_capture",  // 7,
         "p_d_to_He3_reaclib",  // 8,
         "d_d_to_He4_reaclib",  // 9,
@@ -264,6 +301,12 @@ namespace Rates
         "He4_He4_He4_to_C12_reaclib"  // 31,
     };
 
+    template<std::uint8_t rate>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    constexpr amrex::Real get_p_random() {
+        return 0.0_rt;
+    }
+
 }
 
 #ifdef NSE_NET
diff --git a/networks/nova/actual_rhs.H b/networks/nova/actual_rhs.H
index 8207a05fd3..c043fa8059 100644
--- a/networks/nova/actual_rhs.H
+++ b/networks/nova/actual_rhs.H
@@ -1,5 +1,5 @@
-#ifndef actual_rhs_H
-#define actual_rhs_H
+#ifndef ACTUAL_RHS_H
+#define ACTUAL_RHS_H
 
 #include <AMReX_REAL.H>
 #include <AMReX_Array.H>
@@ -15,7 +15,10 @@
 #ifdef NEUTRINOS
 #include <neutrino.H>
 #endif
+#include <rate_type.H>
 #include <reaclib_rates.H>
+#include <approximate_rates.H>
+#include <modified_rates.H>
 #include <table_rates.H>
 #include <temperature_table_rates.H>
 #include <derived_rates.H>
@@ -28,9 +31,8 @@ using namespace Rates;
 
 using namespace rate_tables;
 
-
 template<class T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void ener_gener_rate(T const& dydt, amrex::Real& enuc)
 {
 
@@ -49,17 +51,14 @@ void ener_gener_rate(T const& dydt, amrex::Real& enuc)
 }
 
 
+#ifdef SCREENING
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void evaluate_rates(const burn_t& state,
-                    const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
-                    T& rate_eval) {
-
-    // here Y is consistent with state.xn
+AMREX_GPU_DEVICE AMREX_INLINE
+void evaluate_screening(const burn_t& state,
+                        const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                        T& rate_eval) {
 
-    [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
-
-    // Calculate Reaclib rates
+    // Evaluate screening terms
 
     using number_t = std::conditional_t<do_T_derivatives, autodiff::dual, amrex::Real>;
     number_t temp = state.T;
@@ -68,385 +67,296 @@ void evaluate_rates(const burn_t& state,
         autodiff::seed(temp);
     }
 
-#ifdef SCREENING
     plasma_state_t<number_t> pstate{};
     fill_plasma_state(pstate, temp, state.rho, Y);
-#endif
-
-    const tf_t tfactors = evaluate_tfactors(state.T);
-
-    fill_reaclib_rates<do_T_derivatives, T>(tfactors, rate_eval);
-
-    temp_tabular::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
-
-    // Calculate Derived Rates. This should go last but before approx rates.
-    fill_derived_rates<do_T_derivatives, T>(tfactors, rate_eval);
-
-
-#ifdef SCREENING
-    // Evaluate screening factors
-
-    amrex::Real ratraw, dratraw_dT;
-    amrex::Real scor, dscor_dt;
-    [[maybe_unused]] amrex::Real scor2, dscor2_dt;
 
+    amrex::Real log_scor, dlog_scor_dT;
 
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 1.0_rt, 1.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 9.0_rt, 18.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_F18) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_F18) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_p_to_d_reaclib_bet_pos);
-    rate_eval.screened_rates(k_p_p_to_d_reaclib_bet_pos) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_p_to_d_reaclib_bet_pos);
-        rate_eval.dscreened_rates_dT(k_p_p_to_d_reaclib_bet_pos) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_p_to_d_reaclib_electron_capture);
-    rate_eval.screened_rates(k_p_p_to_d_reaclib_electron_capture) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_p_to_d_reaclib_electron_capture);
-        rate_eval.dscreened_rates_dT(k_p_p_to_d_reaclib_electron_capture) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 1.0_rt, 2.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 6.0_rt, 12.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_C12) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_C12) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_d_to_He3_reaclib);
-    rate_eval.screened_rates(k_p_d_to_He3_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_d_to_He3_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_d_to_He3_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 2.0_rt, 1.0_rt, 2.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_d_d_to_He4_reaclib);
-    rate_eval.screened_rates(k_d_d_to_He4_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_d_d_to_He4_reaclib);
-        rate_eval.dscreened_rates_dT(k_d_d_to_He4_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 3.0_rt, 2.0_rt, 3.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He3_He3) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He3_He3) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 2.0_rt, 3.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_He3_to_He4_reaclib);
-    rate_eval.screened_rates(k_p_He3_to_He4_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_He3_to_He4_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_He3_to_He4_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 14.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_N14) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_N14) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 2.0_rt, 3.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 3.0_rt, 2.0_rt, 4.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He3_He4) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He3_He4) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_He3_to_Be7_reaclib);
-    rate_eval.screened_rates(k_He4_He3_to_Be7_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_He3_to_Be7_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_He3_to_Be7_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 4.0_rt, 7.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 6.0_rt, 13.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_C13) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_C13) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Be7_to_B8_reaclib);
-    rate_eval.screened_rates(k_p_Be7_to_B8_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Be7_to_B8_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Be7_to_B8_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 6.0_rt, 12.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_C12_to_N13_reaclib);
-    rate_eval.screened_rates(k_p_C12_to_N13_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 3.0_rt, 4.0_rt, 7.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He3_Be7) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He3_Be7) = dlog_scor_dT;
+        }
     }
 
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 6.0_rt, 12.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_C12_to_O16_reaclib);
-    rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_C12) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_C12) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 6.0_rt, 13.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 1.0_rt, 1.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_p) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_p) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_C13_to_N14_reaclib);
-    rate_eval.screened_rates(k_p_C13_to_N14_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_C13_to_N14_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_C13_to_N14_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 7.0_rt, 13.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 17.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_N13_to_O14_reaclib);
-    rate_eval.screened_rates(k_p_N13_to_O14_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_N13_to_O14_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_N13_to_O14_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_O17) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_O17) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 7.0_rt, 14.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 7.0_rt, 15.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_N15) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_N15) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_N14_to_O15_reaclib);
-    rate_eval.screened_rates(k_p_N14_to_O15_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_N14_to_O15_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_N14_to_O15_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 14.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_N14_to_F18_reaclib);
-    rate_eval.screened_rates(k_He4_N14_to_F18_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_N14_to_F18_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_N14_to_F18_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 1.0_rt, 2.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_d) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_d) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 7.0_rt, 15.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 2.0_rt, 3.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_N15_to_O16_reaclib);
-    rate_eval.screened_rates(k_p_N15_to_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_N15_to_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_N15_to_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_He3) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_He3) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_N15_to_He4_C12_reaclib);
-    rate_eval.screened_rates(k_p_N15_to_He4_C12_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_N15_to_He4_C12_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_N15_to_He4_C12_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 16.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 2.0_rt, 1.0_rt, 2.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_O16_to_F17_reaclib);
-    rate_eval.screened_rates(k_p_O16_to_F17_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O16_to_F17_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_O16_to_F17_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_d_d) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_d_d) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 17.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 2.0_rt, 2.0_rt, 3.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_d_He3) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_d_He3) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_O17_to_F18_reaclib);
-    rate_eval.screened_rates(k_p_O17_to_F18_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O17_to_F18_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_O17_to_F18_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_O17_to_He4_N14_reaclib);
-    rate_eval.screened_rates(k_p_O17_to_He4_N14_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O17_to_He4_N14_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_O17_to_He4_N14_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 4.0_rt, 7.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Be7) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Be7) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 2.0_rt, 2.0_rt, 3.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 2.0_rt, 4.0_rt, 7.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_d_Be7) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_d_Be7) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_d_He3_to_p_He4_reaclib);
-    rate_eval.screened_rates(k_d_He3_to_p_He4_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_d_He3_to_p_He4_reaclib);
-        rate_eval.dscreened_rates_dT(k_d_He3_to_p_He4_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 7.0_rt, 13.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_N13) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_N13) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 13.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 14.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib);
-    rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_O14) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_O14) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 14.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 2.0_rt, 4.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_He4) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_He4) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_O14_to_p_F17_reaclib);
-    rate_eval.screened_rates(k_He4_O14_to_p_F17_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O14_to_p_F17_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_O14_to_p_F17_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 16.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_O16) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 9.0_rt, 18.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 7.0_rt, 14.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_N14) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_N14) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_F18_to_He4_O15_reaclib);
-    rate_eval.screened_rates(k_p_F18_to_He4_O15_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_F18_to_He4_O15_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_F18_to_He4_O15_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 4.0_rt, 8.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Be8) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Be8) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 3.0_rt, 2.0_rt, 3.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 13.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_N13) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_N13) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He3_He3_to_p_p_He4_reaclib);
-    rate_eval.screened_rates(k_He3_He3_to_p_p_He4_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He3_He3_to_p_p_He4_reaclib);
-        rate_eval.dscreened_rates_dT(k_He3_He3_to_p_p_He4_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+}
+#endif
 
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 2.0_rt, 4.0_rt, 7.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
+template <int do_T_derivatives, typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void evaluate_rates(const burn_t& state,
+                    const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                    T& rate_eval) {
 
-    ratraw = rate_eval.screened_rates(k_d_Be7_to_p_He4_He4_reaclib);
-    rate_eval.screened_rates(k_d_Be7_to_p_He4_He4_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_d_Be7_to_p_He4_He4_reaclib);
-        rate_eval.dscreened_rates_dT(k_d_Be7_to_p_He4_He4_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    // here Y is consistent with state.xn
 
+    [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 3.0_rt, 4.0_rt, 7.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
+    const tf_t tfactors = evaluate_tfactors(state.T);
 
-    ratraw = rate_eval.screened_rates(k_He3_Be7_to_p_p_He4_He4_reaclib);
-    rate_eval.screened_rates(k_He3_Be7_to_p_p_He4_He4_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He3_Be7_to_p_p_He4_He4_reaclib);
-        rate_eval.dscreened_rates_dT(k_He3_Be7_to_p_p_He4_He4_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    // Precompute screening terms
 
+#ifdef SCREENING
+    evaluate_screening<do_T_derivatives, T>(state, Y, rate_eval);
+#endif
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 2.0_rt, 4.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
+    // Fill in different rates
 
+    fill_reaclib_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
-    {
-        constexpr auto scn_fac2 = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 4.0_rt, 8.0_rt);
-        static_assert(scn_fac2.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac2, scor2, dscor2_dt);
-    }
+    temp_tabular::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
-    ratraw = rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib);
-    rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib) *= scor * scor2;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib) = ratraw * (scor * dscor2_dt + dscor_dt * scor2) + dratraw_dT * scor * scor2;
-    }
+    // fill modified rates next -- these can have ReacLib or
+    // TemperatureTabular/StarLib rates as the original rate
+    modified_rates::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
+
+    // Calculate Derived Rates next. This should go last but before
+    // approx rates, since those may have ReacLibRate,
+    // TemperatureTabularRate / StarLibRate, or DerivedRate as the
+    // underlying rate.
+
+    fill_derived_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
-#endif
 
     // Fill approximate rates
 
     fill_approx_rates<do_T_derivatives, T>(tfactors, state.rho, Y, rate_eval);
 
-    // Calculate tabular rates
+    // Calculate tabular weak rates
 
     [[maybe_unused]] amrex::Real rate, drate_dt, edot_nu, edot_gamma;
 
@@ -458,7 +368,7 @@ void evaluate_rates(const burn_t& state,
 
 // backwards-compatible wrapper
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void evaluate_rates(const burn_t& state,
                     T& rate_eval) {
 
@@ -473,17 +383,19 @@ void evaluate_rates(const burn_t& state,
 
 
 #ifdef NSE_NET
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_ydot_weak(const burn_t& state,
-             amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
-             amrex::Real& enuc_weak,
-             [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y) {
+                   amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
+                   amrex::Real& enuc_weak,
+                   [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y) {
     ///
     /// Calculate Ydots contribute only from weak reactions.
     /// This is used to calculate dyedt and energy generation from
     /// weak reactions for self-consistent NSE
     ///
 
+    using namespace modified_rates;
+    using namespace temp_tabular;
 
     // initialize ydot_nuc to 0
 
@@ -493,21 +405,129 @@ void get_ydot_weak(const burn_t& state,
 
     rate_t rate_eval;
 
-    [[maybe_unused]] amrex::Real rate, drate_dt, edot_nu, edot_gamma;
+    constexpr int do_T_derivatives = 0;
+    [[maybe_unused]] amrex::Real rate, drate_dT, edot_nu, edot_gamma;
     [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
 
     rate_eval.enuc_weak = 0.0_rt;
 
-    // Calculate tabular rates and get ydot_weak
+    // Compute all weak rates and get ydot_weak
+
+#ifdef SCREENING
+    {
+        plasma_state_t<amrex::Real> pstate{};
+        fill_plasma_state(pstate, state.T, state.rho, Y);
+        amrex::Real log_scor, dlog_scor_dT;
+        {
+            constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 2.0_rt, 3.0_rt);
+            static_assert(scn_fac.z1 == 1.0_rt);
+            actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+            rate_eval.log_screen(k_p_He3) = log_scor;
+        }
+
+        {
+            constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 1.0_rt, 1.0_rt);
+            static_assert(scn_fac.z1 == 1.0_rt);
+            actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+            rate_eval.log_screen(k_p_p) = log_scor;
+        }
+
+    }
+#endif
+
+    const tf_t tfactors = evaluate_tfactors(state.T);
+
+    {
+        // N13_to_C13_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_N13_to_C13_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_N13_to_C13_reaclib) = rate;
+    }
+
+    {
+        // O14_to_N14_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O14_to_N14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O14_to_N14_reaclib) = rate;
+    }
+
+    {
+        // O15_to_N15_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O15_to_N15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O15_to_N15_reaclib) = rate;
+    }
+
+    {
+        // F17_to_O17_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_F17_to_O17_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_F17_to_O17_reaclib) = rate;
+    }
+
+    {
+        // B8_to_He4_He4_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_B8_to_He4_He4_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_B8_to_He4_He4_reaclib) = rate;
+    }
+
+    {
+        // p_p_to_d_reaclib_beta_pos
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_p);
+#endif
+        rate_p_p_to_d_reaclib_beta_pos<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_p_to_d_reaclib_beta_pos) = rate;
+    }
+
+    {
+        // p_p_to_d_reaclib_electron_capture
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_p);
+#endif
+        rate_p_p_to_d_reaclib_electron_capture<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_p_to_d_reaclib_electron_capture) = rate;
+    }
+
+    {
+        // p_He3_to_He4_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_He3);
+#endif
+        rate_p_He3_to_He4_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_He3_to_He4_reaclib) = rate;
+    }
+
 
+    const auto& screened_rates = rate_eval.screened_rates;
 
     ydot_nuc(H1) =
-        -screened_rates(k_p_p_to_d_reaclib_bet_pos)*amrex::Math::powi<2>(Y(H1))*state.rho +
+        -screened_rates(k_p_p_to_d_reaclib_beta_pos)*amrex::Math::powi<2>(Y(H1))*state.rho +
         -screened_rates(k_p_p_to_d_reaclib_electron_capture)*amrex::Math::powi<2>(Y(H1))*amrex::Math::powi<2>(state.rho)*state.y_e +
         -screened_rates(k_p_He3_to_He4_reaclib)*Y(He3)*Y(H1)*state.rho;
 
     ydot_nuc(H2) =
-        0.5*screened_rates(k_p_p_to_d_reaclib_bet_pos)*amrex::Math::powi<2>(Y(H1))*state.rho +
+        0.5*screened_rates(k_p_p_to_d_reaclib_beta_pos)*amrex::Math::powi<2>(Y(H1))*state.rho +
         0.5*screened_rates(k_p_p_to_d_reaclib_electron_capture)*amrex::Math::powi<2>(Y(H1))*amrex::Math::powi<2>(state.rho)*state.y_e;
 
     ydot_nuc(He3) =
@@ -557,7 +577,7 @@ void get_ydot_weak(const burn_t& state,
 #endif
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void rhs_nuc(const burn_t& state,
              amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
              const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
@@ -566,7 +586,7 @@ void rhs_nuc(const burn_t& state,
     using namespace Rates;
 
     ydot_nuc(H1) =
-        -screened_rates(k_p_p_to_d_reaclib_bet_pos)*amrex::Math::powi<2>(Y(H1))*state.rho +
+        -screened_rates(k_p_p_to_d_reaclib_beta_pos)*amrex::Math::powi<2>(Y(H1))*state.rho +
         -screened_rates(k_p_p_to_d_reaclib_electron_capture)*amrex::Math::powi<2>(Y(H1))*amrex::Math::powi<2>(state.rho)*state.y_e +
         -screened_rates(k_p_d_to_He3_reaclib)*Y(H2)*Y(H1)*state.rho +
         -screened_rates(k_p_He3_to_He4_reaclib)*Y(He3)*Y(H1)*state.rho +
@@ -589,7 +609,7 @@ void rhs_nuc(const burn_t& state,
         2.0*screened_rates(k_He3_Be7_to_p_p_He4_He4_reaclib)*Y(Be7)*Y(He3)*state.rho;
 
     ydot_nuc(H2) =
-        0.5*screened_rates(k_p_p_to_d_reaclib_bet_pos)*amrex::Math::powi<2>(Y(H1))*state.rho +
+        0.5*screened_rates(k_p_p_to_d_reaclib_beta_pos)*amrex::Math::powi<2>(Y(H1))*state.rho +
         0.5*screened_rates(k_p_p_to_d_reaclib_electron_capture)*amrex::Math::powi<2>(Y(H1))*amrex::Math::powi<2>(state.rho)*state.y_e +
         -screened_rates(k_p_d_to_He3_reaclib)*Y(H2)*Y(H1)*state.rho +
         -screened_rates(k_d_d_to_He4_reaclib)*amrex::Math::powi<2>(Y(H2))*state.rho +
@@ -694,7 +714,7 @@ void rhs_nuc(const burn_t& state,
 }
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void actual_rhs (const burn_t& state, amrex::Array1D<amrex::Real, 1, neqs>& ydot)
 {
 
@@ -741,7 +761,7 @@ void actual_rhs (const burn_t& state, amrex::Array1D<amrex::Real, 1, neqs>& ydot
 
 
 template<class MatrixType>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void jac_nuc(const burn_t& state,
              MatrixType& jac,
              const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
@@ -750,7 +770,7 @@ void jac_nuc(const burn_t& state,
 
     amrex::Real scratch;
 
-    scratch = -screened_rates(k_p_Be7_to_B8_reaclib)*Y(Be7)*state.rho - screened_rates(k_p_C12_to_N13_reaclib)*Y(C12)*state.rho - screened_rates(k_p_C13_to_N14_reaclib)*Y(C13)*state.rho - screened_rates(k_p_F18_to_He4_O15_reaclib)*Y(F18)*state.rho - screened_rates(k_p_He3_to_He4_reaclib)*Y(He3)*state.rho - screened_rates(k_p_N13_to_O14_reaclib)*Y(N13)*state.rho - screened_rates(k_p_N14_to_O15_reaclib)*Y(N14)*state.rho - screened_rates(k_p_N15_to_He4_C12_reaclib)*Y(N15)*state.rho - screened_rates(k_p_N15_to_O16_reaclib)*Y(N15)*state.rho - screened_rates(k_p_O16_to_F17_reaclib)*Y(O16)*state.rho - screened_rates(k_p_O17_to_F18_reaclib)*Y(O17)*state.rho - screened_rates(k_p_O17_to_He4_N14_reaclib)*Y(O17)*state.rho - screened_rates(k_p_d_to_He3_reaclib)*Y(H2)*state.rho - 2.0*screened_rates(k_p_p_to_d_reaclib_bet_pos)*Y(H1)*state.rho - 2.0*screened_rates(k_p_p_to_d_reaclib_electron_capture)*Y(H1)*amrex::Math::powi<2>(state.rho)*state.y_e;
+    scratch = -screened_rates(k_p_Be7_to_B8_reaclib)*Y(Be7)*state.rho - screened_rates(k_p_C12_to_N13_reaclib)*Y(C12)*state.rho - screened_rates(k_p_C13_to_N14_reaclib)*Y(C13)*state.rho - screened_rates(k_p_F18_to_He4_O15_reaclib)*Y(F18)*state.rho - screened_rates(k_p_He3_to_He4_reaclib)*Y(He3)*state.rho - screened_rates(k_p_N13_to_O14_reaclib)*Y(N13)*state.rho - screened_rates(k_p_N14_to_O15_reaclib)*Y(N14)*state.rho - screened_rates(k_p_N15_to_He4_C12_reaclib)*Y(N15)*state.rho - screened_rates(k_p_N15_to_O16_reaclib)*Y(N15)*state.rho - screened_rates(k_p_O16_to_F17_reaclib)*Y(O16)*state.rho - screened_rates(k_p_O17_to_F18_reaclib)*Y(O17)*state.rho - screened_rates(k_p_O17_to_He4_N14_reaclib)*Y(O17)*state.rho - screened_rates(k_p_d_to_He3_reaclib)*Y(H2)*state.rho - 2.0*screened_rates(k_p_p_to_d_reaclib_beta_pos)*Y(H1)*state.rho - 2.0*screened_rates(k_p_p_to_d_reaclib_electron_capture)*Y(H1)*amrex::Math::powi<2>(state.rho)*state.y_e;
     jac.set(H1, H1, scratch);
 
     scratch = screened_rates(k_d_Be7_to_p_He4_He4_reaclib)*Y(Be7)*state.rho + screened_rates(k_d_He3_to_p_He4_reaclib)*Y(He3)*state.rho - screened_rates(k_p_d_to_He3_reaclib)*Y(H1)*state.rho;
@@ -798,7 +818,7 @@ void jac_nuc(const burn_t& state,
     scratch = -screened_rates(k_p_F18_to_He4_O15_reaclib)*Y(H1)*state.rho;
     jac.set(H1, F18, scratch);
 
-    scratch = -screened_rates(k_p_d_to_He3_reaclib)*Y(H2)*state.rho + 1.0*screened_rates(k_p_p_to_d_reaclib_bet_pos)*Y(H1)*state.rho + 1.0*screened_rates(k_p_p_to_d_reaclib_electron_capture)*Y(H1)*amrex::Math::powi<2>(state.rho)*state.y_e;
+    scratch = -screened_rates(k_p_d_to_He3_reaclib)*Y(H2)*state.rho + 1.0*screened_rates(k_p_p_to_d_reaclib_beta_pos)*Y(H1)*state.rho + 1.0*screened_rates(k_p_p_to_d_reaclib_electron_capture)*Y(H1)*amrex::Math::powi<2>(state.rho)*state.y_e;
     jac.set(H2, H1, scratch);
 
     scratch = -screened_rates(k_d_Be7_to_p_He4_He4_reaclib)*Y(Be7)*state.rho - screened_rates(k_d_He3_to_p_He4_reaclib)*Y(He3)*state.rho - 2.0*screened_rates(k_d_d_to_He4_reaclib)*Y(H2)*state.rho - screened_rates(k_p_d_to_He3_reaclib)*Y(H1)*state.rho;
@@ -1425,7 +1445,7 @@ void jac_nuc(const burn_t& state,
 
 
 template<class MatrixType>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void actual_jac(const burn_t& state, MatrixType& jac)
 {
 
diff --git a/networks/nova/approximate_rates.H b/networks/nova/approximate_rates.H
new file mode 100644
index 0000000000..14d44a7403
--- /dev/null
+++ b/networks/nova/approximate_rates.H
@@ -0,0 +1,31 @@
+#ifndef APPROXIMATE_RATES_H
+#define APPROXIMATE_RATES_H
+
+#include <AMReX.H>
+#include <AMReX_Print.H>
+
+#include <tfactors.H>
+#include <actual_network.H>
+#include <rate_type.H>
+
+using namespace Rates;
+using namespace Species;
+
+
+
+template <int do_T_derivatives, typename T>
+AMREX_GPU_HOST_DEVICE AMREX_INLINE
+void
+fill_approx_rates([[maybe_unused]] const tf_t& tfactors,
+                  [[maybe_unused]] const amrex::Real rho,
+                  [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                  [[maybe_unused]] T& rate_eval)
+{
+
+    [[maybe_unused]] amrex::Real rate{};
+    [[maybe_unused]] amrex::Real drate_dT{};
+
+
+}
+
+#endif
diff --git a/networks/nova/interp_tools.H b/networks/nova/interp_tools.H
index 5444bb552a..bbc0d26855 100644
--- a/networks/nova/interp_tools.H
+++ b/networks/nova/interp_tools.H
@@ -55,7 +55,7 @@ namespace interp_net {
 
         if (x0 < x_array(left)) {
             idx = left;
-        } else if (x0 > x_array(right)) {
+        } else if (x0 >= x_array(right)) {
             idx = right - 1;
         } else {
             idx = find_index(x0, x_array);
diff --git a/networks/nova/modified_rates.H b/networks/nova/modified_rates.H
new file mode 100644
index 0000000000..37deb29474
--- /dev/null
+++ b/networks/nova/modified_rates.H
@@ -0,0 +1,31 @@
+#ifndef MODIFIED_RATES_H
+#define MODIFIED_RATES_H
+
+#include <AMReX.H>
+#include <AMReX_Print.H>
+
+#include <tfactors.H>
+#include <actual_network.H>
+#include <rate_type.H>
+#include <temperature_table_rates.H>
+#include <reaclib_rates.H>
+
+namespace modified_rates {
+
+    using namespace temp_tabular;
+
+
+    template <int do_T_derivatives, typename T>
+    AMREX_GPU_HOST_DEVICE AMREX_INLINE
+    void
+    fill_rates([[maybe_unused]] const tf_t& tfactors,
+               [[maybe_unused]] T& rate_eval)
+    {
+
+        [[maybe_unused]] amrex::Real rate;
+        [[maybe_unused]] amrex::Real drate_dT;
+
+
+    }
+}
+#endif
diff --git a/networks/nova/nova.png b/networks/nova/nova.png
index 5963b45df6..f5c2d4517e 100644
Binary files a/networks/nova/nova.png and b/networks/nova/nova.png differ
diff --git a/networks/nova/partition_functions.H b/networks/nova/partition_functions.H
index a261ab6483..f1048f2f37 100644
--- a/networks/nova/partition_functions.H
+++ b/networks/nova/partition_functions.H
@@ -22,7 +22,7 @@ namespace part_fun {
     // interpolation routine
 
     template <typename T>
-    AMREX_GPU_HOST_DEVICE AMREX_INLINE
+    AMREX_GPU_DEVICE AMREX_INLINE
     void interpolate_pf(const amrex::Real t9, int idx,
                         const T& temp_array, const T& pf_array,
                         amrex::Real& logpf, amrex::Real& dlogpf_dT9) {
@@ -66,7 +66,7 @@ namespace part_fun {
         // Store the coefficient and derivative adjacent in memory, as they're
         // always accessed at the same time.
         amrex::Array2D<amrex::Real, 1, NumSpecTotal, 1, 2, amrex::Order::C> data;
-        AMREX_GPU_HOST_DEVICE AMREX_INLINE
+        AMREX_GPU_DEVICE AMREX_INLINE
         pf_cache_t() {
             // The entries will be default-initialized to -900,
             // log(partition_function) should never be -900.
@@ -82,7 +82,7 @@ namespace part_fun {
 // get the partition function for nucleus inuc.  Here pf_cache
 // should already contain the index into the temp / pf arrays
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function(const int inuc,
                             [[maybe_unused]] const amrex::Real T9,
                             const part_fun::pf_cache_t& pf_cache,
@@ -110,7 +110,7 @@ void get_partition_function(const int inuc,
 // index into the arrays. Uses tfactors instead of T9 as argument,
 // and returns pf and dpf_dT instead of logpf and dlogpf_dT9
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function(const int inuc,
                             [[maybe_unused]] const tf_t& tfactors,
                             amrex::Real& pf, amrex::Real& dpf_dT) {
@@ -130,7 +130,7 @@ void get_partition_function(const int inuc,
 }
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function_cached(const int inuc, const amrex::Real T9,
                                    part_fun::pf_cache_t& pf_cache,
                                    amrex::Real& logpf, amrex::Real& dlogpf_dT9) {
@@ -148,7 +148,7 @@ void get_partition_function_cached(const int inuc, const amrex::Real T9,
 
 
 template <int spec>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 constexpr amrex::Real get_spin_state() {
 
     static_assert(spec >= 1 && spec <= NumSpec);
@@ -201,7 +201,7 @@ constexpr amrex::Real get_spin_state() {
 
 // Legacy (non-templated) interface
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 amrex::Real get_spin_state (int spec) {
 
     amrex::Real s = -1.0_rt;
diff --git a/networks/nova/pynucastro-info.txt b/networks/nova/pynucastro-info.txt
index e055581de4..6256cf5f54 100644
--- a/networks/nova/pynucastro-info.txt
+++ b/networks/nova/pynucastro-info.txt
@@ -1 +1 @@
-pynucastro version: 2.9.0-28-gbcc09d414
+pynucastro version: 2.11.0-7-g6944c31a3
diff --git a/networks/nova/rate_type.H b/networks/nova/rate_type.H
new file mode 100644
index 0000000000..4819ade44e
--- /dev/null
+++ b/networks/nova/rate_type.H
@@ -0,0 +1,25 @@
+#ifndef NET_RATE_TYPE_H
+#define NET_RATE_TYPE_H
+
+#include <actual_network.H>
+
+struct rate_t {
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  screened_rates;
+#ifdef SCREENING
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  log_screen;
+#endif
+    amrex::Real enuc_weak;
+};
+
+struct rate_derivs_t {
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  screened_rates;
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  dscreened_rates_dT;
+#ifdef SCREENING
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  log_screen;
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  dlog_screen_dT;
+#endif
+    amrex::Real enuc_weak;
+};
+
+
+#endif
\ No newline at end of file
diff --git a/networks/nova/reaclib_rates.H b/networks/nova/reaclib_rates.H
index cc9d868852..96f7d14fa2 100644
--- a/networks/nova/reaclib_rates.H
+++ b/networks/nova/reaclib_rates.H
@@ -6,25 +6,14 @@
 
 #include <tfactors.H>
 #include <actual_network.H>
+#include <rate_type.H>
 
 using namespace Rates;
 using namespace Species;
 
-struct rate_t {
-    amrex::Array1D<amrex::Real, 1, NumRates>  screened_rates;
-    amrex::Real enuc_weak;
-};
-
-struct rate_derivs_t {
-    amrex::Array1D<amrex::Real, 1, NumRates>  screened_rates;
-    amrex::Array1D<amrex::Real, 1, NumRates>  dscreened_rates_dT;
-    amrex::Real enuc_weak;
-};
-
-
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_N13_to_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_N13_to_C13_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N13 --> C13
 
@@ -39,8 +28,12 @@ void rate_N13_to_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
     ln_set_rate =  -6.7601;
     amrex::ignore_unused(tfactors);
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 = 0.0;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -54,8 +47,8 @@ void rate_N13_to_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O14_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O14_to_N14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O14 --> N14
 
@@ -70,8 +63,12 @@ void rate_O14_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
     ln_set_rate =  -4.62354;
     amrex::ignore_unused(tfactors);
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 = 0.0;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -85,8 +82,8 @@ void rate_O14_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O15_to_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O15_to_N15_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O15 --> N15
 
@@ -101,8 +98,12 @@ void rate_O15_to_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
     ln_set_rate =  -5.17053;
     amrex::ignore_unused(tfactors);
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 = 0.0;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -116,8 +117,8 @@ void rate_O15_to_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_F17_to_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_F17_to_O17_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F17 --> O17
 
@@ -132,8 +133,12 @@ void rate_F17_to_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
     ln_set_rate =  -4.53318;
     amrex::ignore_unused(tfactors);
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 = 0.0;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -147,8 +152,8 @@ void rate_F17_to_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_B8_to_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_B8_to_He4_He4_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // B8 --> He4 + He4
 
@@ -163,8 +168,12 @@ void rate_B8_to_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -0.105148;
     amrex::ignore_unused(tfactors);
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 = 0.0;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -178,8 +187,8 @@ void rate_B8_to_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_p_to_d_reaclib_bet_pos(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_p_to_d_reaclib_beta_pos(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // p + p --> d
 
@@ -194,9 +203,13 @@ void rate_p_p_to_d_reaclib_bet_pos(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -34.7863 + -3.51193 * tfactors.T913i + 3.10086 * tfactors.T913
                          + -0.198314 * tfactors.T9 + 0.0126251 * tfactors.T953 + -1.02517 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -3.51193 * tfactors.T943i + (1.0/3.0) * 3.10086 * tfactors.T923i
                                   + -0.198314 + (5.0/3.0) * 0.0126251 * tfactors.T923 + -1.02517 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -210,8 +223,8 @@ void rate_p_p_to_d_reaclib_bet_pos(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_p_to_d_reaclib_electron_capture(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_p_to_d_reaclib_electron_capture(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // p + p --> d
 
@@ -226,9 +239,13 @@ void rate_p_p_to_d_reaclib_electron_capture(const tf_t& tfactors, amrex::Real& r
     ln_set_rate =  -43.6499 + -0.00246064 * tfactors.T9i + -2.7507 * tfactors.T913i + -0.424877 * tfactors.T913
                          + 0.015987 * tfactors.T9 + -0.000690875 * tfactors.T953 + -0.207625 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.00246064 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -2.7507 * tfactors.T943i + (1.0/3.0) * -0.424877 * tfactors.T923i
                                   + 0.015987 + (5.0/3.0) * -0.000690875 * tfactors.T923 + -0.207625 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -242,8 +259,8 @@ void rate_p_p_to_d_reaclib_electron_capture(const tf_t& tfactors, amrex::Real& r
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_d_to_He3_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_d_to_He3_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // d + p --> He3
 
@@ -258,9 +275,13 @@ void rate_p_d_to_He3_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
     ln_set_rate =  8.93525 + -3.7208 * tfactors.T913i + 0.198654 * tfactors.T913
                          + 0.333333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -3.7208 * tfactors.T943i + (1.0/3.0) * 0.198654 * tfactors.T923i
                                   + 0.333333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -275,9 +296,13 @@ void rate_p_d_to_He3_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
     ln_set_rate =  7.52898 + -3.7208 * tfactors.T913i + 0.871782 * tfactors.T913
                          + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -3.7208 * tfactors.T943i + (1.0/3.0) * 0.871782 * tfactors.T923i
                                   + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -291,8 +316,8 @@ void rate_p_d_to_He3_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_d_d_to_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_d_d_to_He4_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // d + d --> He4
 
@@ -307,9 +332,13 @@ void rate_d_d_to_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
     ln_set_rate =  3.78177 + -4.26166 * tfactors.T913i + -0.119233 * tfactors.T913
                          + 0.778829 * tfactors.T9 + -0.0925203 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -4.26166 * tfactors.T943i + (1.0/3.0) * -0.119233 * tfactors.T923i
                                   + 0.778829 + (5.0/3.0) * -0.0925203 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -323,8 +352,8 @@ void rate_d_d_to_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_He3_to_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_He3_to_He4_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // He3 + p --> He4
 
@@ -339,9 +368,13 @@ void rate_p_He3_to_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  -27.7611 + -4.30107e-12 * tfactors.T9i + -6.141 * tfactors.T913i + -1.93473e-09 * tfactors.T913
                          + 2.04145e-10 * tfactors.T9 + -1.80372e-11 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.30107e-12 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -6.141 * tfactors.T943i + (1.0/3.0) * -1.93473e-09 * tfactors.T923i
                                   + 2.04145e-10 + (5.0/3.0) * -1.80372e-11 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -355,8 +388,8 @@ void rate_p_He3_to_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_He3_to_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_He3_to_Be7_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // He3 + He4 --> Be7
 
@@ -371,9 +404,13 @@ void rate_He4_He3_to_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  17.7075 + -12.8271 * tfactors.T913i + -3.8126 * tfactors.T913
                          + 0.0942285 * tfactors.T9 + -0.00301018 * tfactors.T953 + 1.33333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -12.8271 * tfactors.T943i + (1.0/3.0) * -3.8126 * tfactors.T923i
                                   + 0.0942285 + (5.0/3.0) * -0.00301018 * tfactors.T923 + 1.33333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -388,9 +425,13 @@ void rate_He4_He3_to_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  15.6099 + -12.8271 * tfactors.T913i + -0.0308225 * tfactors.T913
                          + -0.654685 * tfactors.T9 + 0.0896331 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -12.8271 * tfactors.T943i + (1.0/3.0) * -0.0308225 * tfactors.T923i
                                   + -0.654685 + (5.0/3.0) * 0.0896331 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -404,8 +445,8 @@ void rate_He4_He3_to_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Be7_to_B8_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Be7_to_B8_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Be7 + p --> B8
 
@@ -420,9 +461,13 @@ void rate_p_Be7_to_B8_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Re
     ln_set_rate =  7.73399 + -7.345 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  7.345 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -437,9 +482,13 @@ void rate_p_Be7_to_B8_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Re
     ln_set_rate =  12.5315 + -10.264 * tfactors.T913i + -0.203472 * tfactors.T913
                          + 0.121083 * tfactors.T9 + -0.00700063 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -10.264 * tfactors.T943i + (1.0/3.0) * -0.203472 * tfactors.T923i
                                   + 0.121083 + (5.0/3.0) * -0.00700063 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -453,8 +502,8 @@ void rate_p_Be7_to_B8_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Re
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + p --> N13
 
@@ -469,9 +518,13 @@ void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  17.1482 + -13.692 * tfactors.T913i + -0.230881 * tfactors.T913
                          + 4.44362 * tfactors.T9 + -3.15898 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -13.692 * tfactors.T943i + (1.0/3.0) * -0.230881 * tfactors.T923i
                                   + 4.44362 + (5.0/3.0) * -3.15898 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -486,9 +539,13 @@ void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  17.5428 + -3.77849 * tfactors.T9i + -5.10735 * tfactors.T913i + -2.24111 * tfactors.T913
                          + 0.148883 * tfactors.T9 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.77849 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -5.10735 * tfactors.T943i + (1.0/3.0) * -2.24111 * tfactors.T923i
                                   + 0.148883 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -502,8 +559,8 @@ void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + He4 --> O16
 
@@ -518,9 +575,13 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  254.634 + -1.84097 * tfactors.T9i + 103.411 * tfactors.T913i + -420.567 * tfactors.T913
                          + 64.0874 * tfactors.T9 + -12.4624 * tfactors.T953 + 137.303 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.84097 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 103.411 * tfactors.T943i + (1.0/3.0) * -420.567 * tfactors.T923i
                                   + 64.0874 + (5.0/3.0) * -12.4624 * tfactors.T923 + 137.303 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -535,9 +596,13 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  69.6526 + -1.39254 * tfactors.T9i + 58.9128 * tfactors.T913i + -148.273 * tfactors.T913
                          + 9.08324 * tfactors.T9 + -0.541041 * tfactors.T953 + 70.3554 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.39254 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 58.9128 * tfactors.T943i + (1.0/3.0) * -148.273 * tfactors.T923i
                                   + 9.08324 + (5.0/3.0) * -0.541041 * tfactors.T923 + 70.3554 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -551,8 +616,8 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_C13_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_C13_to_N14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C13 + p --> N14
 
@@ -567,9 +632,13 @@ void rate_p_C13_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  18.5155 + -13.72 * tfactors.T913i + -0.450018 * tfactors.T913
                          + 3.70823 * tfactors.T9 + -1.70545 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -13.72 * tfactors.T943i + (1.0/3.0) * -0.450018 * tfactors.T923i
                                   + 3.70823 + (5.0/3.0) * -1.70545 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -584,9 +653,13 @@ void rate_p_C13_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  13.9637 + -5.78147 * tfactors.T9i + -0.196703 * tfactors.T913
                          + 0.142126 * tfactors.T9 + -0.0238912 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.78147 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.196703 * tfactors.T923i
                                   + 0.142126 + (5.0/3.0) * -0.0238912 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -601,9 +674,13 @@ void rate_p_C13_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  15.1825 + -13.5543 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  13.5543 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -617,8 +694,8 @@ void rate_p_C13_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_N13_to_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_N13_to_O14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N13 + p --> O14
 
@@ -633,9 +710,13 @@ void rate_p_N13_to_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  10.9971 + -6.12602 * tfactors.T9i + 1.57122 * tfactors.T913i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.12602 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 1.57122 * tfactors.T943i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -650,9 +731,13 @@ void rate_p_N13_to_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  18.1356 + -15.1676 * tfactors.T913i + 0.0955166 * tfactors.T913
                          + 3.0659 * tfactors.T9 + -0.507339 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -15.1676 * tfactors.T943i + (1.0/3.0) * 0.0955166 * tfactors.T923i
                                   + 3.0659 + (5.0/3.0) * -0.507339 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -666,8 +751,8 @@ void rate_p_N13_to_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N14 + p --> O15
 
@@ -682,9 +767,13 @@ void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  6.73578 + -4.891 * tfactors.T9i
                          + 0.0682 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.891 * tfactors.T9i * tfactors.T9i
                                   + 0.0682 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -699,9 +788,13 @@ void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  7.65444 + -2.998 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.998 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -716,9 +809,13 @@ void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  20.1169 + -15.193 * tfactors.T913i + -4.63975 * tfactors.T913
                          + 9.73458 * tfactors.T9 + -9.55051 * tfactors.T953 + 0.333333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -15.193 * tfactors.T943i + (1.0/3.0) * -4.63975 * tfactors.T923i
                                   + 9.73458 + (5.0/3.0) * -9.55051 * tfactors.T923 + 0.333333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -733,9 +830,13 @@ void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  17.01 + -15.193 * tfactors.T913i + -0.161954 * tfactors.T913
                          + -7.52123 * tfactors.T9 + -0.987565 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -15.193 * tfactors.T943i + (1.0/3.0) * -0.161954 * tfactors.T923i
                                   + -7.52123 + (5.0/3.0) * -0.987565 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -749,8 +850,8 @@ void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_N14_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_N14_to_F18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N14 + He4 --> F18
 
@@ -765,9 +866,13 @@ void rate_He4_N14_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  13.8995 + -10.9656 * tfactors.T9i + -5.6227 * tfactors.T913i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.9656 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -5.6227 * tfactors.T943i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -782,9 +887,13 @@ void rate_He4_N14_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  0.196838 + -5.16034 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.16034 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -799,9 +908,13 @@ void rate_He4_N14_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  21.5339 + -36.2504 * tfactors.T913i
                          + -5.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -36.2504 * tfactors.T943i
                                   + (5.0/3.0) * -5.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -815,8 +928,8 @@ void rate_He4_N14_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_N15_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_N15_to_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N15 + p --> O16
 
@@ -831,9 +944,13 @@ void rate_p_N15_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  14.5444 + -10.2295 * tfactors.T9i
                          + 0.0459037 * tfactors.T9 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.2295 * tfactors.T9i * tfactors.T9i
                                   + 0.0459037 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -848,9 +965,13 @@ void rate_p_N15_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  6.59056 + -2.92315 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.92315 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -865,9 +986,13 @@ void rate_p_N15_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  20.0176 + -15.24 * tfactors.T913i + 0.334926 * tfactors.T913
                          + 4.59088 * tfactors.T9 + -4.78468 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -15.24 * tfactors.T943i + (1.0/3.0) * 0.334926 * tfactors.T923i
                                   + 4.59088 + (5.0/3.0) * -4.78468 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -881,8 +1006,8 @@ void rate_p_N15_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O16_to_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O16_to_F17_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + p --> F17
 
@@ -897,9 +1022,13 @@ void rate_p_O16_to_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  19.0904 + -16.696 * tfactors.T913i + -1.16252 * tfactors.T913
                          + 0.267703 * tfactors.T9 + -0.0338411 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -16.696 * tfactors.T943i + (1.0/3.0) * -1.16252 * tfactors.T923i
                                   + 0.267703 + (5.0/3.0) * -0.0338411 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -913,8 +1042,8 @@ void rate_p_O16_to_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O17_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O17_to_F18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O17 + p --> F18
 
@@ -929,9 +1058,13 @@ void rate_p_O17_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  9.39048 + -6.22828 * tfactors.T9i + 2.31435 * tfactors.T913
                          + -0.302835 * tfactors.T9 + 0.020133 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.22828 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 2.31435 * tfactors.T923i
                                   + -0.302835 + (5.0/3.0) * 0.020133 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -946,9 +1079,13 @@ void rate_p_O17_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  -13.077 + -0.746296 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.746296 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -963,9 +1100,13 @@ void rate_p_O17_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  15.8929 + -16.4035 * tfactors.T913i + 4.31885 * tfactors.T913
                          + -0.709921 * tfactors.T9 + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -16.4035 * tfactors.T943i + (1.0/3.0) * 4.31885 * tfactors.T923i
                                   + -0.709921 + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -979,8 +1120,8 @@ void rate_p_O17_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_d_He3_to_p_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_d_He3_to_p_He4_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // He3 + d --> p + He4
 
@@ -995,9 +1136,13 @@ void rate_d_He3_to_p_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  41.2969 + -7.182 * tfactors.T913i + -17.1349 * tfactors.T913
                          + 1.36908 * tfactors.T9 + -0.0814423 * tfactors.T953 + 3.35395 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -7.182 * tfactors.T943i + (1.0/3.0) * -17.1349 * tfactors.T923i
                                   + 1.36908 + (5.0/3.0) * -0.0814423 * tfactors.T923 + 3.35395 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1012,9 +1157,13 @@ void rate_d_He3_to_p_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  24.6839 + -7.182 * tfactors.T913i + 0.473288 * tfactors.T913
                          + 1.46847 * tfactors.T9 + -27.9603 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -7.182 * tfactors.T943i + (1.0/3.0) * 0.473288 * tfactors.T923i
                                   + 1.46847 + (5.0/3.0) * -27.9603 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1028,8 +1177,8 @@ void rate_d_He3_to_p_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N13 + He4 --> p + O16
 
@@ -1044,9 +1193,13 @@ void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  40.4644 + -35.829 * tfactors.T913i + -0.530275 * tfactors.T913
                          + -0.982462 * tfactors.T9 + 0.0808059 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -35.829 * tfactors.T943i + (1.0/3.0) * -0.530275 * tfactors.T923i
                                   + -0.982462 + (5.0/3.0) * 0.0808059 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1060,8 +1213,8 @@ void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N15 + p --> He4 + C12
 
@@ -1076,9 +1229,13 @@ void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  27.4764 + -15.253 * tfactors.T913i + 1.59318 * tfactors.T913
                          + 2.4479 * tfactors.T9 + -2.19708 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -15.253 * tfactors.T943i + (1.0/3.0) * 1.59318 * tfactors.T923i
                                   + 2.4479 + (5.0/3.0) * -2.19708 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1093,9 +1250,13 @@ void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -6.57522 + -1.1638 * tfactors.T9i + 22.7105 * tfactors.T913
                          + -2.90707 * tfactors.T9 + 0.205754 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.1638 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 22.7105 * tfactors.T923i
                                   + -2.90707 + (5.0/3.0) * 0.205754 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1110,9 +1271,13 @@ void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.8972 + -7.406 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  7.406 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1127,9 +1292,13 @@ void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -4.87347 + -2.02117 * tfactors.T9i + 30.8497 * tfactors.T913
                          + -8.50433 * tfactors.T9 + -1.54426 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.02117 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 30.8497 * tfactors.T923i
                                   + -8.50433 + (5.0/3.0) * -1.54426 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1143,8 +1312,8 @@ void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O14 + He4 --> p + F17
 
@@ -1159,9 +1328,13 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  12.1289 + -12.0223 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.0223 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1176,9 +1349,13 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  18.6518 + -26.0 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  26.0 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1193,9 +1370,13 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  40.8358 + -39.388 * tfactors.T913i + -17.4673 * tfactors.T913
                          + 35.3029 * tfactors.T9 + -24.8162 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.388 * tfactors.T943i + (1.0/3.0) * -17.4673 * tfactors.T923i
                                   + 35.3029 + (5.0/3.0) * -24.8162 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1210,9 +1391,13 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  16.3087 + -22.51 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  22.51 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1227,9 +1412,13 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  11.1184 + -13.6 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  13.6 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1244,9 +1433,13 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -106.091 + -0.453036 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.453036 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1260,8 +1453,8 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O17 + p --> He4 + N14
 
@@ -1276,9 +1469,13 @@ void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -7.20763 + -0.753395 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.753395 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1293,9 +1490,13 @@ void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  19.579 + -16.9078 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -16.9078 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1310,9 +1511,13 @@ void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  10.174 + -4.95865 * tfactors.T9i + 5.10182 * tfactors.T913
                          + 0.379373 * tfactors.T9 + -0.0672515 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.95865 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 5.10182 * tfactors.T923i
                                   + 0.379373 + (5.0/3.0) * -0.0672515 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1327,9 +1532,13 @@ void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  5.5336 + -2.11477 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.11477 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1343,8 +1552,8 @@ void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_F18_to_He4_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_F18_to_He4_O15_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F18 + p --> He4 + O15
 
@@ -1359,9 +1568,13 @@ void rate_p_F18_to_He4_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  1.75704 + -3.01675 * tfactors.T9i + 13.3223 * tfactors.T913
                          + -1.36696 * tfactors.T9 + 0.0757363 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.01675 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 13.3223 * tfactors.T923i
                                   + -1.36696 + (5.0/3.0) * 0.0757363 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1376,9 +1589,13 @@ void rate_p_F18_to_He4_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -31.7388 + -0.376432 * tfactors.T9i + 61.738 * tfactors.T913
                          + -108.29 * tfactors.T9 + -34.2365 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.376432 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 61.738 * tfactors.T923i
                                   + -108.29 + (5.0/3.0) * -34.2365 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1393,9 +1610,13 @@ void rate_p_F18_to_He4_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  62.0058 + -21.4023 * tfactors.T913i + -80.8891 * tfactors.T913
                          + 134.6 * tfactors.T9 + -126.504 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -21.4023 * tfactors.T943i + (1.0/3.0) * -80.8891 * tfactors.T923i
                                   + 134.6 + (5.0/3.0) * -126.504 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1409,8 +1630,8 @@ void rate_p_F18_to_He4_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He3_He3_to_p_p_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He3_He3_to_p_p_He4_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // He3 + He3 --> p + p + He4
 
@@ -1425,9 +1646,13 @@ void rate_He3_He3_to_p_p_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  24.7788 + -12.277 * tfactors.T913i + -0.103699 * tfactors.T913
                          + -0.0649967 * tfactors.T9 + 0.0168191 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -12.277 * tfactors.T943i + (1.0/3.0) * -0.103699 * tfactors.T923i
                                   + -0.0649967 + (5.0/3.0) * 0.0168191 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1441,8 +1666,8 @@ void rate_He3_He3_to_p_p_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_d_Be7_to_p_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_d_Be7_to_p_He4_He4_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Be7 + d --> p + He4 + He4
 
@@ -1457,9 +1682,13 @@ void rate_d_Be7_to_p_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  27.6987 + -12.428 * tfactors.T913i
                          + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -12.428 * tfactors.T943i
                                   + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1473,8 +1702,8 @@ void rate_d_Be7_to_p_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He3_Be7_to_p_p_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He3_Be7_to_p_p_He4_He4_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Be7 + He3 --> p + p + He4 + He4
 
@@ -1489,9 +1718,13 @@ void rate_He3_Be7_to_p_p_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate
     ln_set_rate =  31.7435 + -5.45213e-12 * tfactors.T9i + -21.793 * tfactors.T913i + -1.98126e-09 * tfactors.T913
                          + 1.84204e-10 * tfactors.T9 + -1.46403e-11 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.45213e-12 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -21.793 * tfactors.T943i + (1.0/3.0) * -1.98126e-09 * tfactors.T923i
                                   + 1.84204e-10 + (5.0/3.0) * -1.46403e-11 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1505,8 +1738,8 @@ void rate_He3_Be7_to_p_p_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // 3 He4 --> C12
 
@@ -1521,9 +1754,13 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -11.7884 + -1.02446 * tfactors.T9i + -23.57 * tfactors.T913i + 20.4886 * tfactors.T913
                          + -12.9882 * tfactors.T9 + -20.0 * tfactors.T953 + -2.16667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.02446 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -23.57 * tfactors.T943i + (1.0/3.0) * 20.4886 * tfactors.T923i
                                   + -12.9882 + (5.0/3.0) * -20.0 * tfactors.T923 + -2.16667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1538,9 +1775,13 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -0.971052 + -37.06 * tfactors.T913i + 29.3493 * tfactors.T913
                          + -115.507 * tfactors.T9 + -10.0 * tfactors.T953 + -1.33333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -37.06 * tfactors.T943i + (1.0/3.0) * 29.3493 * tfactors.T923i
                                   + -115.507 + (5.0/3.0) * -10.0 * tfactors.T923 + -1.33333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1555,9 +1796,13 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -24.3505 + -4.12656 * tfactors.T9i + -13.49 * tfactors.T913i + 21.4259 * tfactors.T913
                          + -1.34769 * tfactors.T9 + 0.0879816 * tfactors.T953 + -13.1653 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.12656 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -13.49 * tfactors.T943i + (1.0/3.0) * 21.4259 * tfactors.T923i
                                   + -1.34769 + (5.0/3.0) * 0.0879816 * tfactors.T923 + -13.1653 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1571,217 +1816,544 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 
-
 template <int do_T_derivatives, typename T>
 AMREX_GPU_HOST_DEVICE AMREX_INLINE
 void
-fill_reaclib_rates(const tf_t& tfactors, T& rate_eval)
+fill_reaclib_rates([[maybe_unused]] const tf_t& tfactors,
+                   [[maybe_unused]] T& rate_eval)
 {
 
-    amrex::Real rate;
-    amrex::Real drate_dT;
-
-    rate_N13_to_C13_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_N13_to_C13_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_N13_to_C13_reaclib) = drate_dT;
-
-    }
-    rate_O14_to_N14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O14_to_N14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O14_to_N14_reaclib) = drate_dT;
-
-    }
-    rate_O15_to_N15_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O15_to_N15_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O15_to_N15_reaclib) = drate_dT;
-
-    }
-    rate_F17_to_O17_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_F17_to_O17_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_F17_to_O17_reaclib) = drate_dT;
+    [[maybe_unused]] amrex::Real rate;
+    [[maybe_unused]] amrex::Real drate_dT;
 
-    }
-    rate_B8_to_He4_He4_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_B8_to_He4_He4_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_B8_to_He4_He4_reaclib) = drate_dT;
+    {
+        // N13_to_C13_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_N13_to_C13_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_N13_to_C13_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_N13_to_C13_reaclib) = drate_dT;
+        }
     }
-    rate_p_p_to_d_reaclib_bet_pos<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_p_to_d_reaclib_bet_pos) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_p_to_d_reaclib_bet_pos) = drate_dT;
 
-    }
-    rate_p_p_to_d_reaclib_electron_capture<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_p_to_d_reaclib_electron_capture) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_p_to_d_reaclib_electron_capture) = drate_dT;
+    {
+        // O14_to_N14_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O14_to_N14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O14_to_N14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O14_to_N14_reaclib) = drate_dT;
+        }
     }
-    rate_p_d_to_He3_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_d_to_He3_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_d_to_He3_reaclib) = drate_dT;
 
-    }
-    rate_d_d_to_He4_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_d_d_to_He4_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_d_d_to_He4_reaclib) = drate_dT;
+    {
+        // O15_to_N15_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O15_to_N15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O15_to_N15_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O15_to_N15_reaclib) = drate_dT;
+        }
     }
-    rate_p_He3_to_He4_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_He3_to_He4_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_He3_to_He4_reaclib) = drate_dT;
 
-    }
-    rate_He4_He3_to_Be7_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_He3_to_Be7_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_He3_to_Be7_reaclib) = drate_dT;
+    {
+        // F17_to_O17_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_F17_to_O17_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_F17_to_O17_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_F17_to_O17_reaclib) = drate_dT;
+        }
     }
-    rate_p_Be7_to_B8_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Be7_to_B8_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Be7_to_B8_reaclib) = drate_dT;
 
-    }
-    rate_p_C12_to_N13_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_C12_to_N13_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib) = drate_dT;
+    {
+        // B8_to_He4_He4_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_B8_to_He4_He4_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_B8_to_He4_He4_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_B8_to_He4_He4_reaclib) = drate_dT;
+        }
     }
-    rate_He4_C12_to_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = drate_dT;
 
-    }
-    rate_p_C13_to_N14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_C13_to_N14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_C13_to_N14_reaclib) = drate_dT;
-
-    }
-    rate_p_N13_to_O14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_N13_to_O14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_N13_to_O14_reaclib) = drate_dT;
-
-    }
-    rate_p_N14_to_O15_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_N14_to_O15_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_N14_to_O15_reaclib) = drate_dT;
-
-    }
-    rate_He4_N14_to_F18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_N14_to_F18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_N14_to_F18_reaclib) = drate_dT;
-
-    }
-    rate_p_N15_to_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_N15_to_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_N15_to_O16_reaclib) = drate_dT;
-
-    }
-    rate_p_O16_to_F17_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_O16_to_F17_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O16_to_F17_reaclib) = drate_dT;
-
-    }
-    rate_p_O17_to_F18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_O17_to_F18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O17_to_F18_reaclib) = drate_dT;
-
-    }
-    rate_d_He3_to_p_He4_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_d_He3_to_p_He4_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_d_He3_to_p_He4_reaclib) = drate_dT;
-
-    }
-    rate_He4_N13_to_p_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib) = drate_dT;
-
-    }
-    rate_p_N15_to_He4_C12_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_N15_to_He4_C12_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_N15_to_He4_C12_reaclib) = drate_dT;
-
-    }
-    rate_He4_O14_to_p_F17_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_O14_to_p_F17_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O14_to_p_F17_reaclib) = drate_dT;
-
-    }
-    rate_p_O17_to_He4_N14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_O17_to_He4_N14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O17_to_He4_N14_reaclib) = drate_dT;
-
-    }
-    rate_p_F18_to_He4_O15_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_F18_to_He4_O15_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_F18_to_He4_O15_reaclib) = drate_dT;
-
-    }
-    rate_He3_He3_to_p_p_He4_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He3_He3_to_p_p_He4_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He3_He3_to_p_p_He4_reaclib) = drate_dT;
-
-    }
-    rate_d_Be7_to_p_He4_He4_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_d_Be7_to_p_He4_He4_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_d_Be7_to_p_He4_He4_reaclib) = drate_dT;
-
-    }
-    rate_He3_Be7_to_p_p_He4_He4_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He3_Be7_to_p_p_He4_He4_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He3_Be7_to_p_p_He4_He4_reaclib) = drate_dT;
-
-    }
-    rate_He4_He4_He4_to_C12_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib) = drate_dT;
+    {
+        // p_p_to_d_reaclib_beta_pos
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_p);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_p);
+        }
+#endif
+        rate_p_p_to_d_reaclib_beta_pos<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_p_to_d_reaclib_beta_pos) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_p_to_d_reaclib_beta_pos) = drate_dT;
+        }
+    }
+
+    {
+        // p_p_to_d_reaclib_electron_capture
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_p);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_p);
+        }
+#endif
+        rate_p_p_to_d_reaclib_electron_capture<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_p_to_d_reaclib_electron_capture) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_p_to_d_reaclib_electron_capture) = drate_dT;
+        }
+    }
+
+    {
+        // p_d_to_He3_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_d);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_d);
+        }
+#endif
+        rate_p_d_to_He3_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_d_to_He3_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_d_to_He3_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // d_d_to_He4_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_d_d);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_d_d);
+        }
+#endif
+        rate_d_d_to_He4_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_d_d_to_He4_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_d_d_to_He4_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_He3_to_He4_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_He3);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_He3);
+        }
+#endif
+        rate_p_He3_to_He4_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_He3_to_He4_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_He3_to_He4_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_He3_to_Be7_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He3_He4);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He3_He4);
+        }
+#endif
+        rate_He4_He3_to_Be7_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_He3_to_Be7_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_He3_to_Be7_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Be7_to_B8_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Be7);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Be7);
+        }
+#endif
+        rate_p_Be7_to_B8_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Be7_to_B8_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Be7_to_B8_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_C12_to_N13_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_C12);
+        }
+#endif
+        rate_p_C12_to_N13_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_C12_to_N13_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_C12_to_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_C12);
+        }
+#endif
+        rate_He4_C12_to_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_C13_to_N14_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_C13);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_C13);
+        }
+#endif
+        rate_p_C13_to_N14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_C13_to_N14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_C13_to_N14_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_N13_to_O14_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_N13);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_N13);
+        }
+#endif
+        rate_p_N13_to_O14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_N13_to_O14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_N13_to_O14_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_N14_to_O15_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_N14);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_N14);
+        }
+#endif
+        rate_p_N14_to_O15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_N14_to_O15_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_N14_to_O15_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_N14_to_F18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_N14);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_N14);
+        }
+#endif
+        rate_He4_N14_to_F18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_N14_to_F18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_N14_to_F18_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_N15_to_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_N15);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_N15);
+        }
+#endif
+        rate_p_N15_to_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_N15_to_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_N15_to_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_O16_to_F17_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O16);
+        }
+#endif
+        rate_p_O16_to_F17_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_O16_to_F17_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O16_to_F17_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_O17_to_F18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O17);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O17);
+        }
+#endif
+        rate_p_O17_to_F18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_O17_to_F18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O17_to_F18_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // d_He3_to_p_He4_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_d_He3);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_d_He3);
+        }
+#endif
+        rate_d_He3_to_p_He4_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_d_He3_to_p_He4_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_d_He3_to_p_He4_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_N13_to_p_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_N13);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_N13);
+        }
+#endif
+        rate_He4_N13_to_p_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_N15_to_He4_C12_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_N15);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_N15);
+        }
+#endif
+        rate_p_N15_to_He4_C12_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_N15_to_He4_C12_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_N15_to_He4_C12_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O14_to_p_F17_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O14);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O14);
+        }
+#endif
+        rate_He4_O14_to_p_F17_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_O14_to_p_F17_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O14_to_p_F17_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_O17_to_He4_N14_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O17);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O17);
+        }
+#endif
+        rate_p_O17_to_He4_N14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_O17_to_He4_N14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O17_to_He4_N14_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_F18_to_He4_O15_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_F18);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_F18);
+        }
+#endif
+        rate_p_F18_to_He4_O15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_F18_to_He4_O15_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_F18_to_He4_O15_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He3_He3_to_p_p_He4_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He3_He3);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He3_He3);
+        }
+#endif
+        rate_He3_He3_to_p_p_He4_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He3_He3_to_p_p_He4_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He3_He3_to_p_p_He4_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // d_Be7_to_p_He4_He4_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_d_Be7);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_d_Be7);
+        }
+#endif
+        rate_d_Be7_to_p_He4_He4_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_d_Be7_to_p_He4_He4_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_d_Be7_to_p_He4_He4_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He3_Be7_to_p_p_He4_He4_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He3_Be7);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He3_Be7);
+        }
+#endif
+        rate_He3_Be7_to_p_p_He4_He4_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He3_Be7_to_p_p_He4_He4_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He3_Be7_to_p_p_He4_He4_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_He4_He4_to_C12_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_He4) + rate_eval.log_screen(k_He4_Be8);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_He4) + rate_eval.dlog_screen_dT(k_He4_Be8);
+        }
+#endif
+        rate_He4_He4_He4_to_C12_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib) = drate_dT;
+        }
     }
 
-}
-
-template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void
-fill_approx_rates([[maybe_unused]] const tf_t& tfactors,
-                  [[maybe_unused]] const amrex::Real rho,
-                  [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
-                  [[maybe_unused]] T& rate_eval)
-{
-
-    [[maybe_unused]] amrex::Real rate{};
-    [[maybe_unused]] amrex::Real drate_dT{};
-
 
 }
 
diff --git a/networks/nova/table_rates.H b/networks/nova/table_rates.H
index 6d3fff3c96..27520b6fbc 100644
--- a/networks/nova/table_rates.H
+++ b/networks/nova/table_rates.H
@@ -57,7 +57,7 @@ namespace rate_tables
 }
 
 
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_linear_1d(const amrex::Real fhi, const amrex::Real flo, const amrex::Real xhi, const amrex::Real xlo, const amrex::Real x)
 {
@@ -70,7 +70,7 @@ evaluate_linear_1d(const amrex::Real fhi, const amrex::Real flo, const amrex::Re
     return f;
 }
 
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_linear_2d(const amrex::Real fip1jp1, const amrex::Real fip1j, const amrex::Real fijp1, const amrex::Real fij,
           const amrex::Real xhi, const amrex::Real xlo, const amrex::Real yhi, const amrex::Real ylo,
@@ -102,7 +102,7 @@ evaluate_linear_2d(const amrex::Real fip1jp1, const amrex::Real fip1j, const amr
 
 
 template<typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_vars(const int irhoy_lo, const int jtemp_lo,
               const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -132,7 +132,7 @@ evaluate_vars(const int irhoy_lo, const int jtemp_lo,
 
 
 template<typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_dr_dtemp(const int irhoy_lo, const int jtemp_lo,
                   const table_t& table_meta, const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -275,7 +275,7 @@ evaluate_dr_dtemp(const int irhoy_lo, const int jtemp_lo,
 
 
 template <typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 void
 get_entries(const int irhoy_lo, const int jtemp_lo,
             const table_t& table_meta, const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -303,7 +303,7 @@ get_entries(const int irhoy_lo, const int jtemp_lo,
 }
 
 template <typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 void
 tabular_evaluate(const table_t& table_meta,
                  const R& log_rhoy_table, const T& log_temp_table, const D& data,
diff --git a/networks/nova/temperature_table_rates.H b/networks/nova/temperature_table_rates.H
index 4fdd0d89c7..8490332679 100644
--- a/networks/nova/temperature_table_rates.H
+++ b/networks/nova/temperature_table_rates.H
@@ -5,7 +5,7 @@
 
 #include <tfactors.H>
 #include <actual_network.H>
-
+#include <interp_tools.H>
 
 using namespace amrex::literals;
 
@@ -28,6 +28,7 @@ namespace temp_tabular {
         [[maybe_unused]] amrex::Real drate_dT;
 
 
+
     }
 
 
diff --git a/networks/partition_test/Make.package b/networks/partition_test/Make.package
index fd942a5ce1..35413fdcff 100644
--- a/networks/partition_test/Make.package
+++ b/networks/partition_test/Make.package
@@ -2,13 +2,15 @@ PYNUCASTRO_NETWORK = TRUE
 CEXE_headers += network_properties.H
 
 ifeq ($(USE_REACT),TRUE)
-  CEXE_sources += actual_network_data.cpp
   CEXE_headers += actual_network.H
   CEXE_headers += tfactors.H
   CEXE_headers += interp_tools.H
   CEXE_headers += partition_functions.H
   CEXE_headers += actual_rhs.H
+  CEXE_headers += rate_type.H
   CEXE_headers += reaclib_rates.H
+  CEXE_headers += approximate_rates.H
+  CEXE_headers += modified_rates.H
   CEXE_headers += table_rates.H
   CEXE_headers += temperature_table_rates.H
   CEXE_headers += derived_rates.H
diff --git a/networks/partition_test/actual_network.H b/networks/partition_test/actual_network.H
index 5ad3a6487d..75781e5c29 100644
--- a/networks/partition_test/actual_network.H
+++ b/networks/partition_test/actual_network.H
@@ -1,18 +1,25 @@
 #ifndef actual_network_H
 #define actual_network_H
 
+#include <random>
 #include <string_view>
 
 #include <AMReX_REAL.H>
 #include <AMReX_Array.H>
 #include <AMReX_Loop.H>
 
+#include <extern_parameters.H>
 #include <fundamental_constants.H>
 #include <network_properties.H>
 
 using namespace amrex::literals;
 
-void actual_network_init();
+
+inline
+void actual_network_init() {
+
+
+}
 
 constexpr std::string_view network_name = "pynucastro-cxx";
 
@@ -128,6 +135,14 @@ namespace Rates
         NumRates = k_p_Co55_to_He4_Fe52_derived
     };
 
+    enum ScreenPairs :
+    std::uint8_t
+    {
+        k_He4_Fe52 = 1,
+        k_p_Co55 = 2,
+        NumScreenPairs = k_p_Co55
+    };
+
     // rate names -- note: the rates are 1-based, not zero-based, so we pad
     // this vector with rate_names[0] = "" so the indices line up with the
     // NetworkRates enum
@@ -142,6 +157,12 @@ namespace Rates
         "p_Co55_to_He4_Fe52_derived"  // 6,
     };
 
+    template<std::uint8_t rate>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    constexpr amrex::Real get_p_random() {
+        return 0.0_rt;
+    }
+
 }
 
 #ifdef NSE_NET
diff --git a/networks/partition_test/actual_rhs.H b/networks/partition_test/actual_rhs.H
index ffc4aab89e..2bdd3ae16c 100644
--- a/networks/partition_test/actual_rhs.H
+++ b/networks/partition_test/actual_rhs.H
@@ -1,5 +1,5 @@
-#ifndef actual_rhs_H
-#define actual_rhs_H
+#ifndef ACTUAL_RHS_H
+#define ACTUAL_RHS_H
 
 #include <AMReX_REAL.H>
 #include <AMReX_Array.H>
@@ -15,7 +15,10 @@
 #ifdef NEUTRINOS
 #include <neutrino.H>
 #endif
+#include <rate_type.H>
 #include <reaclib_rates.H>
+#include <approximate_rates.H>
+#include <modified_rates.H>
 #include <table_rates.H>
 #include <temperature_table_rates.H>
 #include <derived_rates.H>
@@ -28,9 +31,8 @@ using namespace Rates;
 
 using namespace rate_tables;
 
-
 template<class T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void ener_gener_rate(T const& dydt, amrex::Real& enuc)
 {
 
@@ -49,17 +51,14 @@ void ener_gener_rate(T const& dydt, amrex::Real& enuc)
 }
 
 
+#ifdef SCREENING
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void evaluate_rates(const burn_t& state,
-                    const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
-                    T& rate_eval) {
-
-    // here Y is consistent with state.xn
+AMREX_GPU_DEVICE AMREX_INLINE
+void evaluate_screening(const burn_t& state,
+                        const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                        T& rate_eval) {
 
-    [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
-
-    // Calculate Reaclib rates
+    // Evaluate screening terms
 
     using number_t = std::conditional_t<do_T_derivatives, autodiff::dual, amrex::Real>;
     number_t temp = state.T;
@@ -68,77 +67,76 @@ void evaluate_rates(const burn_t& state,
         autodiff::seed(temp);
     }
 
-#ifdef SCREENING
     plasma_state_t<number_t> pstate{};
     fill_plasma_state(pstate, temp, state.rho, Y);
-#endif
 
-    const tf_t tfactors = evaluate_tfactors(state.T);
+    amrex::Real log_scor, dlog_scor_dT;
 
-    fill_reaclib_rates<do_T_derivatives, T>(tfactors, rate_eval);
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 26.0_rt, 52.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Fe52) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Fe52) = dlog_scor_dT;
+        }
+    }
 
-    temp_tabular::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 27.0_rt, 55.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Co55) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Co55) = dlog_scor_dT;
+        }
+    }
 
-    // Calculate Derived Rates. This should go last but before approx rates.
-    fill_derived_rates<do_T_derivatives, T>(tfactors, rate_eval);
+}
+#endif
 
 
-#ifdef SCREENING
-    // Evaluate screening factors
+template <int do_T_derivatives, typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void evaluate_rates(const burn_t& state,
+                    const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                    T& rate_eval) {
 
-    amrex::Real ratraw, dratraw_dT;
-    amrex::Real scor, dscor_dt;
-    [[maybe_unused]] amrex::Real scor2, dscor2_dt;
+    // here Y is consistent with state.xn
 
+    [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 26.0_rt, 52.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
+    const tf_t tfactors = evaluate_tfactors(state.T);
 
-    ratraw = rate_eval.screened_rates(k_He4_Fe52_to_Ni56_reaclib);
-    rate_eval.screened_rates(k_He4_Fe52_to_Ni56_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    // Precompute screening terms
 
-    ratraw = rate_eval.screened_rates(k_He4_Fe52_to_p_Co55_reaclib);
-    rate_eval.screened_rates(k_He4_Fe52_to_p_Co55_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_Co55_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_Co55_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+#ifdef SCREENING
+    evaluate_screening<do_T_derivatives, T>(state, Y, rate_eval);
+#endif
 
+    // Fill in different rates
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 27.0_rt, 55.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
+    fill_reaclib_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
-    ratraw = rate_eval.screened_rates(k_p_Co55_to_Ni56_reaclib);
-    rate_eval.screened_rates(k_p_Co55_to_Ni56_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    temp_tabular::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
-    ratraw = rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_derived);
-    rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_derived) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_derived);
-        rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_derived) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    // fill modified rates next -- these can have ReacLib or
+    // TemperatureTabular/StarLib rates as the original rate
+    modified_rates::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
+
+    // Calculate Derived Rates next. This should go last but before
+    // approx rates, since those may have ReacLibRate,
+    // TemperatureTabularRate / StarLibRate, or DerivedRate as the
+    // underlying rate.
+
+    fill_derived_rates<do_T_derivatives, T>(tfactors, rate_eval);
 
-#endif
 
     // Fill approximate rates
 
     fill_approx_rates<do_T_derivatives, T>(tfactors, state.rho, Y, rate_eval);
 
-    // Calculate tabular rates
+    // Calculate tabular weak rates
 
     [[maybe_unused]] amrex::Real rate, drate_dt, edot_nu, edot_gamma;
 
@@ -150,7 +148,7 @@ void evaluate_rates(const burn_t& state,
 
 // backwards-compatible wrapper
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void evaluate_rates(const burn_t& state,
                     T& rate_eval) {
 
@@ -165,17 +163,19 @@ void evaluate_rates(const burn_t& state,
 
 
 #ifdef NSE_NET
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_ydot_weak(const burn_t& state,
-             amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
-             amrex::Real& enuc_weak,
-             [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y) {
+                   amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
+                   amrex::Real& enuc_weak,
+                   [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y) {
     ///
     /// Calculate Ydots contribute only from weak reactions.
     /// This is used to calculate dyedt and energy generation from
     /// weak reactions for self-consistent NSE
     ///
 
+    using namespace modified_rates;
+    using namespace temp_tabular;
 
     // initialize ydot_nuc to 0
 
@@ -185,12 +185,13 @@ void get_ydot_weak(const burn_t& state,
 
     rate_t rate_eval;
 
-    [[maybe_unused]] amrex::Real rate, drate_dt, edot_nu, edot_gamma;
+    constexpr int do_T_derivatives = 0;
+    [[maybe_unused]] amrex::Real rate, drate_dT, edot_nu, edot_gamma;
     [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
 
     rate_eval.enuc_weak = 0.0_rt;
 
-    // Calculate tabular rates and get ydot_weak
+    // Compute all weak rates and get ydot_weak
 
 
     ydot_nuc(H1) = 0.0_rt;
@@ -208,7 +209,7 @@ void get_ydot_weak(const burn_t& state,
 #endif
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void rhs_nuc(const burn_t& state,
              amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
              const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
@@ -239,7 +240,7 @@ void rhs_nuc(const burn_t& state,
 }
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void actual_rhs (const burn_t& state, amrex::Array1D<amrex::Real, 1, neqs>& ydot)
 {
 
@@ -286,7 +287,7 @@ void actual_rhs (const burn_t& state, amrex::Array1D<amrex::Real, 1, neqs>& ydot
 
 
 template<class MatrixType>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void jac_nuc(const burn_t& state,
              MatrixType& jac,
              const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
@@ -376,7 +377,7 @@ void jac_nuc(const burn_t& state,
 
 
 template<class MatrixType>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void actual_jac(const burn_t& state, MatrixType& jac)
 {
 
diff --git a/networks/partition_test/approximate_rates.H b/networks/partition_test/approximate_rates.H
new file mode 100644
index 0000000000..14d44a7403
--- /dev/null
+++ b/networks/partition_test/approximate_rates.H
@@ -0,0 +1,31 @@
+#ifndef APPROXIMATE_RATES_H
+#define APPROXIMATE_RATES_H
+
+#include <AMReX.H>
+#include <AMReX_Print.H>
+
+#include <tfactors.H>
+#include <actual_network.H>
+#include <rate_type.H>
+
+using namespace Rates;
+using namespace Species;
+
+
+
+template <int do_T_derivatives, typename T>
+AMREX_GPU_HOST_DEVICE AMREX_INLINE
+void
+fill_approx_rates([[maybe_unused]] const tf_t& tfactors,
+                  [[maybe_unused]] const amrex::Real rho,
+                  [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                  [[maybe_unused]] T& rate_eval)
+{
+
+    [[maybe_unused]] amrex::Real rate{};
+    [[maybe_unused]] amrex::Real drate_dT{};
+
+
+}
+
+#endif
diff --git a/networks/partition_test/derived_rates.H b/networks/partition_test/derived_rates.H
index ed68893373..5ef1380d93 100644
--- a/networks/partition_test/derived_rates.H
+++ b/networks/partition_test/derived_rates.H
@@ -10,8 +10,8 @@
 using namespace Rates;
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni56_to_He4_Fe52_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni56_to_He4_Fe52_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ni56 --> He4 + Fe52
 
@@ -47,13 +47,13 @@ void rate_Ni56_to_He4_Fe52_derived(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  91.62430485073777 + -92.84097094326391 * tfactors.T9i + -91.6819 * tfactors.T913i + -9.51885 * tfactors.T913
                          + -0.533014 * tfactors.T9 + 0.0892607 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  92.84097094326391 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -91.6819 * tfactors.T943i + (1.0/3.0) * -9.51885 * tfactors.T923i
                                   + -0.533014 + (5.0/3.0) * 0.0892607 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -67,8 +67,8 @@ void rate_Ni56_to_He4_Fe52_derived(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni56_to_p_Co55_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni56_to_p_Co55_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Ni56 --> p + Co55
 
@@ -104,13 +104,13 @@ void rate_Ni56_to_p_Co55_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  63.15120404192561 + -83.16460378149378 * tfactors.T9i + -38.1053 * tfactors.T913i + -0.210947 * tfactors.T913
                          + -2.68377 * tfactors.T9 + 0.355814 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  83.16460378149378 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -38.1053 * tfactors.T943i + (1.0/3.0) * -0.210947 * tfactors.T923i
                                   + -2.68377 + (5.0/3.0) * 0.355814 * tfactors.T923 + 0.833333 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -124,8 +124,8 @@ void rate_Ni56_to_p_Co55_derived(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Co55_to_He4_Fe52_derived(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Co55_to_He4_Fe52_derived(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT, [[maybe_unused]] const T& rate_eval, [[maybe_unused]] part_fun::pf_cache_t& pf_cache) {
 
     // Co55 + p --> He4 + Fe52
 
@@ -167,13 +167,13 @@ void rate_p_Co55_to_He4_Fe52_derived(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  61.42570080881217 + -9.676367161770125 * tfactors.T9i + -91.6819 * tfactors.T913i + -0.329235 * tfactors.T913
                          + -0.780924 * tfactors.T9 + 0.0425179 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
-    ln_set_rate += net_log_pf;
+    ln_set_rate += net_log_pf + log_scor;
 
     if constexpr (std::is_same_v<T, rate_derivs_t>) {
         dln_set_rate_dT9 =  9.676367161770125 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -91.6819 * tfactors.T943i + (1.0/3.0) * -0.329235 * tfactors.T923i
                                   + -0.780924 + (5.0/3.0) * 0.0425179 * tfactors.T923 + -0.666667 * tfactors.T9i;
 
-        dln_set_rate_dT9 += net_dlog_pf_dT9;
+        dln_set_rate_dT9 += net_dlog_pf_dT9 + dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -203,24 +203,48 @@ fill_derived_rates(const tf_t& tfactors, T& rate_eval)
 
     pf_cache.index_temp_array_1 = interp_net::find_index(tfactors.T9, part_fun::temp_array_1);
 
-    rate_Ni56_to_He4_Fe52_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ni56_to_He4_Fe52_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni56_to_He4_Fe52_derived) = drate_dT;
+    {
+        // Ni56_to_He4_Fe52_derived
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni56_to_He4_Fe52_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ni56_to_He4_Fe52_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni56_to_He4_Fe52_derived) = drate_dT;
+        }
     }
-    rate_Ni56_to_p_Co55_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_Ni56_to_p_Co55_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni56_to_p_Co55_derived) = drate_dT;
 
+    {
+        // Ni56_to_p_Co55_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni56_to_p_Co55_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_Ni56_to_p_Co55_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni56_to_p_Co55_derived) = drate_dT;
+        }
     }
-    rate_p_Co55_to_He4_Fe52_derived<do_T_derivatives, T>(tfactors, rate, drate_dT, rate_eval, pf_cache);
-    rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_derived) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_derived) = drate_dT;
 
+    {
+        // p_Co55_to_He4_Fe52_derived
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Co55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Co55);
+        }
+#endif
+        rate_p_Co55_to_He4_Fe52_derived<do_T_derivatives, T>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT, rate_eval, pf_cache);
+        rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_derived) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_derived) = drate_dT;
+        }
     }
 
+
 }
 #endif
diff --git a/networks/partition_test/interp_tools.H b/networks/partition_test/interp_tools.H
index 5444bb552a..bbc0d26855 100644
--- a/networks/partition_test/interp_tools.H
+++ b/networks/partition_test/interp_tools.H
@@ -55,7 +55,7 @@ namespace interp_net {
 
         if (x0 < x_array(left)) {
             idx = left;
-        } else if (x0 > x_array(right)) {
+        } else if (x0 >= x_array(right)) {
             idx = right - 1;
         } else {
             idx = find_index(x0, x_array);
diff --git a/networks/partition_test/modified_rates.H b/networks/partition_test/modified_rates.H
new file mode 100644
index 0000000000..37deb29474
--- /dev/null
+++ b/networks/partition_test/modified_rates.H
@@ -0,0 +1,31 @@
+#ifndef MODIFIED_RATES_H
+#define MODIFIED_RATES_H
+
+#include <AMReX.H>
+#include <AMReX_Print.H>
+
+#include <tfactors.H>
+#include <actual_network.H>
+#include <rate_type.H>
+#include <temperature_table_rates.H>
+#include <reaclib_rates.H>
+
+namespace modified_rates {
+
+    using namespace temp_tabular;
+
+
+    template <int do_T_derivatives, typename T>
+    AMREX_GPU_HOST_DEVICE AMREX_INLINE
+    void
+    fill_rates([[maybe_unused]] const tf_t& tfactors,
+               [[maybe_unused]] T& rate_eval)
+    {
+
+        [[maybe_unused]] amrex::Real rate;
+        [[maybe_unused]] amrex::Real drate_dT;
+
+
+    }
+}
+#endif
diff --git a/networks/partition_test/partition_functions.H b/networks/partition_test/partition_functions.H
index 0467ea43f0..fff12141a4 100644
--- a/networks/partition_test/partition_functions.H
+++ b/networks/partition_test/partition_functions.H
@@ -22,7 +22,7 @@ namespace part_fun {
 
     // this is T9
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> temp_array_1 = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> temp_array_1 = {
         0.01, 0.15, 0.2, 0.3, 0.4,
         0.5, 0.6, 0.7, 0.8, 0.9,
         1.0, 1.5, 2.0, 2.5, 3.0,
@@ -45,7 +45,7 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Fe52_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Fe52_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 3.999991999914312e-06, 2.1999758003515767e-05, 8.699621571943491e-05,
         0.00026096594542543384, 0.006963697081509575, 0.035510955889664755, 0.09259923578662213, 0.17220724583011637,
@@ -69,11 +69,11 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Co55_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Co55_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 1.9999980000601777e-06, 3.299945551192844e-05, 0.0002149768908123338,
-        0.0008776147834635239, 0.002650484360963482, 0.006510758935580232, 0.013783568660113304, 0.04542450669313041,
+        0.0008776147834635239, 0.0026504843609634825, 0.006510758935580232, 0.013783568660113304, 0.04542450669313041,
         0.11337689843044624, 0.2341190990271887, 0.4197354671252422, 0.6733637730790638, 1.3506671834767394,
         2.175887439948088, 3.068052935133617, 3.9982007016691985, 4.948759890378168, 5.910796644040527,
         6.887552571664617, 7.874739125171811, 8.869257522797287, 9.87302834505142, 12.392552212472792,
@@ -93,11 +93,11 @@ namespace part_fun {
 
     // this is log(partition function)
 
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 0, npts_1-1> Ni56_pf_array = {
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 0, npts_1-1> Ni56_pf_array = {
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 0.0, 0.0, 0.0,
         0.0, 0.0, 9.999994999180668e-07, 1.7999838002017484e-05, 0.00014798904908051437,
-        0.0006687763192560828, 0.0021007917908672197, 0.0051805577080849445, 0.0108093677159202, 0.033929817942853414,
+        0.0006687763192560828, 0.0021007917908672197, 0.005180557708084945, 0.0108093677159202, 0.033929817942853414,
         0.08125919821801637, 0.16557206393583876, 0.30308828495767837, 0.5109446166860524, 1.172482137234565,
         2.102913897864978, 3.1654750481410856, 4.272490747605575, 5.389071729816501, 6.498282149476434,
         7.605890001053122, 8.712759974960212, 9.814656338829513, 10.918718232265187, 13.664687668229691,
@@ -117,7 +117,7 @@ namespace part_fun {
     // interpolation routine
 
     template <typename T>
-    AMREX_GPU_HOST_DEVICE AMREX_INLINE
+    AMREX_GPU_DEVICE AMREX_INLINE
     void interpolate_pf(const amrex::Real t9, int idx,
                         const T& temp_array, const T& pf_array,
                         amrex::Real& logpf, amrex::Real& dlogpf_dT9) {
@@ -163,7 +163,7 @@ namespace part_fun {
         amrex::Array2D<amrex::Real, 1, NumSpecTotal, 1, 2, amrex::Order::C> data;
         int index_temp_array_1{-1};
 
-        AMREX_GPU_HOST_DEVICE AMREX_INLINE
+        AMREX_GPU_DEVICE AMREX_INLINE
         pf_cache_t() {
             // The entries will be default-initialized to -900,
             // log(partition_function) should never be -900.
@@ -179,7 +179,7 @@ namespace part_fun {
 // get the partition function for nucleus inuc.  Here pf_cache
 // should already contain the index into the temp / pf arrays
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function(const int inuc,
                             [[maybe_unused]] const amrex::Real T9,
                             const part_fun::pf_cache_t& pf_cache,
@@ -225,7 +225,7 @@ void get_partition_function(const int inuc,
 // index into the arrays. Uses tfactors instead of T9 as argument,
 // and returns pf and dpf_dT instead of logpf and dlogpf_dT9
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function(const int inuc,
                             [[maybe_unused]] const tf_t& tfactors,
                             amrex::Real& pf, amrex::Real& dpf_dT) {
@@ -245,7 +245,7 @@ void get_partition_function(const int inuc,
 }
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function_cached(const int inuc, const amrex::Real T9,
                                    part_fun::pf_cache_t& pf_cache,
                                    amrex::Real& logpf, amrex::Real& dlogpf_dT9) {
@@ -263,7 +263,7 @@ void get_partition_function_cached(const int inuc, const amrex::Real T9,
 
 
 template <int spec>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 constexpr amrex::Real get_spin_state() {
 
     static_assert(spec >= 1 && spec <= NumSpec);
@@ -296,7 +296,7 @@ constexpr amrex::Real get_spin_state() {
 
 // Legacy (non-templated) interface
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 amrex::Real get_spin_state (int spec) {
 
     amrex::Real s = -1.0_rt;
diff --git a/networks/partition_test/pynucastro-info.txt b/networks/partition_test/pynucastro-info.txt
index e055581de4..6256cf5f54 100644
--- a/networks/partition_test/pynucastro-info.txt
+++ b/networks/partition_test/pynucastro-info.txt
@@ -1 +1 @@
-pynucastro version: 2.9.0-28-gbcc09d414
+pynucastro version: 2.11.0-7-g6944c31a3
diff --git a/networks/partition_test/rate_type.H b/networks/partition_test/rate_type.H
new file mode 100644
index 0000000000..4819ade44e
--- /dev/null
+++ b/networks/partition_test/rate_type.H
@@ -0,0 +1,25 @@
+#ifndef NET_RATE_TYPE_H
+#define NET_RATE_TYPE_H
+
+#include <actual_network.H>
+
+struct rate_t {
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  screened_rates;
+#ifdef SCREENING
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  log_screen;
+#endif
+    amrex::Real enuc_weak;
+};
+
+struct rate_derivs_t {
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  screened_rates;
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  dscreened_rates_dT;
+#ifdef SCREENING
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  log_screen;
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  dlog_screen_dT;
+#endif
+    amrex::Real enuc_weak;
+};
+
+
+#endif
\ No newline at end of file
diff --git a/networks/partition_test/reaclib_rates.H b/networks/partition_test/reaclib_rates.H
index d28181f996..bde5b18086 100644
--- a/networks/partition_test/reaclib_rates.H
+++ b/networks/partition_test/reaclib_rates.H
@@ -6,25 +6,14 @@
 
 #include <tfactors.H>
 #include <actual_network.H>
+#include <rate_type.H>
 
 using namespace Rates;
 using namespace Species;
 
-struct rate_t {
-    amrex::Array1D<amrex::Real, 1, NumRates>  screened_rates;
-    amrex::Real enuc_weak;
-};
-
-struct rate_derivs_t {
-    amrex::Array1D<amrex::Real, 1, NumRates>  screened_rates;
-    amrex::Array1D<amrex::Real, 1, NumRates>  dscreened_rates_dT;
-    amrex::Real enuc_weak;
-};
-
-
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe52_to_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe52_to_Ni56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe52 + He4 --> Ni56
 
@@ -39,9 +28,13 @@ void rate_He4_Fe52_to_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  66.6417 + -91.6819 * tfactors.T913i + -9.51885 * tfactors.T913
                          + -0.533014 * tfactors.T9 + 0.0892607 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -91.6819 * tfactors.T943i + (1.0/3.0) * -9.51885 * tfactors.T923i
                                   + -0.533014 + (5.0/3.0) * 0.0892607 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -55,8 +48,8 @@ void rate_He4_Fe52_to_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Co55_to_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Co55_to_Ni56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co55 + p --> Ni56
 
@@ -71,9 +64,13 @@ void rate_p_Co55_to_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  37.3736 + -38.1053 * tfactors.T913i + -0.210947 * tfactors.T913
                          + -2.68377 * tfactors.T9 + 0.355814 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -38.1053 * tfactors.T943i + (1.0/3.0) * -0.210947 * tfactors.T923i
                                   + -2.68377 + (5.0/3.0) * 0.355814 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -87,8 +84,8 @@ void rate_p_Co55_to_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe52_to_p_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe52_to_p_Co55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe52 + He4 --> p + Co55
 
@@ -103,9 +100,13 @@ void rate_He4_Fe52_to_p_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  62.2207 + -91.6819 * tfactors.T913i + -0.329235 * tfactors.T913
                          + -0.780924 * tfactors.T9 + 0.0425179 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -91.6819 * tfactors.T943i + (1.0/3.0) * -0.329235 * tfactors.T923i
                                   + -0.780924 + (5.0/3.0) * 0.0425179 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -119,48 +120,69 @@ void rate_He4_Fe52_to_p_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 
-
 template <int do_T_derivatives, typename T>
 AMREX_GPU_HOST_DEVICE AMREX_INLINE
 void
-fill_reaclib_rates(const tf_t& tfactors, T& rate_eval)
+fill_reaclib_rates([[maybe_unused]] const tf_t& tfactors,
+                   [[maybe_unused]] T& rate_eval)
 {
 
-    amrex::Real rate;
-    amrex::Real drate_dT;
+    [[maybe_unused]] amrex::Real rate;
+    [[maybe_unused]] amrex::Real drate_dT;
 
-    rate_He4_Fe52_to_Ni56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Fe52_to_Ni56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_reaclib) = drate_dT;
+    {
+        // He4_Fe52_to_Ni56_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe52);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe52);
+        }
+#endif
+        rate_He4_Fe52_to_Ni56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Fe52_to_Ni56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_reaclib) = drate_dT;
+        }
     }
-    rate_p_Co55_to_Ni56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Co55_to_Ni56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_reaclib) = drate_dT;
 
-    }
-    rate_He4_Fe52_to_p_Co55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Fe52_to_p_Co55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_Co55_reaclib) = drate_dT;
+    {
+        // p_Co55_to_Ni56_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Co55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Co55);
+        }
+#endif
+        rate_p_Co55_to_Ni56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Co55_to_Ni56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_reaclib) = drate_dT;
+        }
     }
 
-}
-
-template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void
-fill_approx_rates([[maybe_unused]] const tf_t& tfactors,
-                  [[maybe_unused]] const amrex::Real rho,
-                  [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
-                  [[maybe_unused]] T& rate_eval)
-{
+    {
+        // He4_Fe52_to_p_Co55_reaclib
 
-    [[maybe_unused]] amrex::Real rate{};
-    [[maybe_unused]] amrex::Real drate_dT{};
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe52);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe52);
+        }
+#endif
+        rate_He4_Fe52_to_p_Co55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Fe52_to_p_Co55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_Co55_reaclib) = drate_dT;
+        }
+    }
 
 
 }
diff --git a/networks/partition_test/table_rates.H b/networks/partition_test/table_rates.H
index 6d3fff3c96..27520b6fbc 100644
--- a/networks/partition_test/table_rates.H
+++ b/networks/partition_test/table_rates.H
@@ -57,7 +57,7 @@ namespace rate_tables
 }
 
 
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_linear_1d(const amrex::Real fhi, const amrex::Real flo, const amrex::Real xhi, const amrex::Real xlo, const amrex::Real x)
 {
@@ -70,7 +70,7 @@ evaluate_linear_1d(const amrex::Real fhi, const amrex::Real flo, const amrex::Re
     return f;
 }
 
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_linear_2d(const amrex::Real fip1jp1, const amrex::Real fip1j, const amrex::Real fijp1, const amrex::Real fij,
           const amrex::Real xhi, const amrex::Real xlo, const amrex::Real yhi, const amrex::Real ylo,
@@ -102,7 +102,7 @@ evaluate_linear_2d(const amrex::Real fip1jp1, const amrex::Real fip1j, const amr
 
 
 template<typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_vars(const int irhoy_lo, const int jtemp_lo,
               const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -132,7 +132,7 @@ evaluate_vars(const int irhoy_lo, const int jtemp_lo,
 
 
 template<typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_dr_dtemp(const int irhoy_lo, const int jtemp_lo,
                   const table_t& table_meta, const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -275,7 +275,7 @@ evaluate_dr_dtemp(const int irhoy_lo, const int jtemp_lo,
 
 
 template <typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 void
 get_entries(const int irhoy_lo, const int jtemp_lo,
             const table_t& table_meta, const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -303,7 +303,7 @@ get_entries(const int irhoy_lo, const int jtemp_lo,
 }
 
 template <typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 void
 tabular_evaluate(const table_t& table_meta,
                  const R& log_rhoy_table, const T& log_temp_table, const D& data,
diff --git a/networks/partition_test/temperature_table_rates.H b/networks/partition_test/temperature_table_rates.H
index 4fdd0d89c7..8490332679 100644
--- a/networks/partition_test/temperature_table_rates.H
+++ b/networks/partition_test/temperature_table_rates.H
@@ -5,7 +5,7 @@
 
 #include <tfactors.H>
 #include <actual_network.H>
-
+#include <interp_tools.H>
 
 using namespace amrex::literals;
 
@@ -28,6 +28,7 @@ namespace temp_tabular {
         [[maybe_unused]] amrex::Real drate_dT;
 
 
+
     }
 
 
diff --git a/networks/sn160/Make.package b/networks/sn160/Make.package
index fd942a5ce1..35413fdcff 100644
--- a/networks/sn160/Make.package
+++ b/networks/sn160/Make.package
@@ -2,13 +2,15 @@ PYNUCASTRO_NETWORK = TRUE
 CEXE_headers += network_properties.H
 
 ifeq ($(USE_REACT),TRUE)
-  CEXE_sources += actual_network_data.cpp
   CEXE_headers += actual_network.H
   CEXE_headers += tfactors.H
   CEXE_headers += interp_tools.H
   CEXE_headers += partition_functions.H
   CEXE_headers += actual_rhs.H
+  CEXE_headers += rate_type.H
   CEXE_headers += reaclib_rates.H
+  CEXE_headers += approximate_rates.H
+  CEXE_headers += modified_rates.H
   CEXE_headers += table_rates.H
   CEXE_headers += temperature_table_rates.H
   CEXE_headers += derived_rates.H
diff --git a/networks/sn160/actual_network.H b/networks/sn160/actual_network.H
index 739e8786d3..a66fdc1f01 100644
--- a/networks/sn160/actual_network.H
+++ b/networks/sn160/actual_network.H
@@ -1,18 +1,25 @@
 #ifndef actual_network_H
 #define actual_network_H
 
+#include <random>
 #include <string_view>
 
 #include <AMReX_REAL.H>
 #include <AMReX_Array.H>
 #include <AMReX_Loop.H>
 
+#include <extern_parameters.H>
 #include <fundamental_constants.H>
 #include <network_properties.H>
 
 using namespace amrex::literals;
 
-void actual_network_init();
+
+inline
+void actual_network_init() {
+
+
+}
 
 constexpr std::string_view network_name = "pynucastro-cxx";
 
@@ -1437,7 +1444,7 @@ namespace Rates
         k_Be9_to_n_He4_He4_reaclib = 386,
         k_C12_to_He4_He4_He4_reaclib = 387,
         k_n_p_to_d_reaclib = 388,
-        k_p_p_to_d_reaclib_bet_pos = 389,
+        k_p_p_to_d_reaclib_beta_pos = 389,
         k_p_p_to_d_reaclib_electron_capture = 390,
         k_p_d_to_He3_reaclib = 391,
         k_d_d_to_He4_reaclib = 392,
@@ -2678,6 +2685,311 @@ namespace Rates
         NumRates = k_p_to_n_weaktab
     };
 
+    enum ScreenPairs :
+    std::uint16_t
+    {
+        k_p_Cl36 = 1,
+        k_p_F18 = 2,
+        k_p_P33 = 3,
+        k_p_Ti49 = 4,
+        k_p_Si31 = 5,
+        k_He4_Mn53 = 6,
+        k_p_Cu65 = 7,
+        k_p_Li7 = 8,
+        k_He4_Be9 = 9,
+        k_He4_Mn54 = 10,
+        k_p_Ca47 = 11,
+        k_He4_Ne19 = 12,
+        k_C12_O16 = 13,
+        k_He4_Ti48 = 14,
+        k_He3_Be7 = 15,
+        k_He4_Li7 = 16,
+        k_p_Ca42 = 17,
+        k_p_Mg24 = 18,
+        k_p_Sc43 = 19,
+        k_p_K40 = 20,
+        k_p_Na22 = 21,
+        k_He4_Ca46 = 22,
+        k_p_Ar38 = 23,
+        k_p_Fe56 = 24,
+        k_p_Co58 = 25,
+        k_p_Cu61 = 26,
+        k_p_Cr54 = 27,
+        k_p_S36 = 28,
+        k_He4_Ti44 = 29,
+        k_p_V52 = 30,
+        k_He4_Co57 = 31,
+        k_p_Ne20 = 32,
+        k_He4_Fe55 = 33,
+        k_He4_Ca42 = 34,
+        k_He4_Mg24 = 35,
+        k_He4_C13 = 36,
+        k_He4_K40 = 37,
+        k_He4_Na22 = 38,
+        k_p_Cr49 = 39,
+        k_He4_Ar38 = 40,
+        k_p_V47 = 41,
+        k_He4_Cr53 = 42,
+        k_He4_V51 = 43,
+        k_p_Zn63 = 44,
+        k_He4_B11 = 45,
+        k_p_Cu63 = 46,
+        k_p_Sc45 = 47,
+        k_He4_Co53 = 48,
+        k_p_Ni61 = 49,
+        k_p_Co55 = 50,
+        k_C12_C12 = 51,
+        k_d_d = 52,
+        k_p_Fe53 = 53,
+        k_He4_Cl33 = 54,
+        k_d_He3 = 55,
+        k_He4_Cr49 = 56,
+        k_p_Al27 = 57,
+        k_He4_Ti46 = 58,
+        k_p_Li6 = 59,
+        k_p_Mg25 = 60,
+        k_p_Ne22 = 61,
+        k_p_Ca43 = 62,
+        k_He4_V47 = 63,
+        k_He4_O18 = 64,
+        k_He4_Ni60 = 65,
+        k_He4_Cu63 = 66,
+        k_He4_Sc45 = 67,
+        k_He4_Si32 = 68,
+        k_p_Mn52 = 69,
+        k_He4_Ar40 = 70,
+        k_He4_Fe58 = 71,
+        k_He4_Ni61 = 72,
+        k_p_Ga62 = 73,
+        k_p_Zn60 = 74,
+        k_He4_Li6 = 75,
+        k_He4_Ni56 = 76,
+        k_p_P31 = 77,
+        k_He4_Ne22 = 78,
+        k_p_Ti47 = 79,
+        k_p_Si29 = 80,
+        k_p_Ni58 = 81,
+        k_p_O16 = 82,
+        k_p_Cu60 = 83,
+        k_He4_Cr51 = 84,
+        k_p_N14 = 85,
+        k_He4_Mn52 = 86,
+        k_p_Ca45 = 87,
+        k_He4_V49 = 88,
+        k_d_Be8 = 89,
+        k_O16_O16 = 90,
+        k_He4_O15 = 91,
+        k_He4_Ni63 = 92,
+        k_He4_P31 = 93,
+        k_He4_N13 = 94,
+        k_He4_Ti47 = 95,
+        k_He4_Si29 = 96,
+        k_He4_B10 = 97,
+        k_p_Ga64 = 98,
+        k_p_Zn62 = 99,
+        k_He4_Ca45 = 100,
+        k_p_Na21 = 101,
+        k_p_Ar37 = 102,
+        k_p_S34 = 103,
+        k_p_Cr52 = 104,
+        k_p_V50 = 105,
+        k_p_Cl37 = 106,
+        k_p_F19 = 107,
+        k_He4_Ca40 = 108,
+        k_p_Sc48 = 109,
+        k_He2_Be8 = 110,
+        k_p_Ni64 = 111,
+        k_He4_K38 = 112,
+        k_He4_Ar36 = 113,
+        k_He4_Cl36 = 114,
+        k_He4_F18 = 115,
+        k_He4_P33 = 116,
+        k_He4_S34 = 117,
+        k_He4_Si31 = 118,
+        k_He4_Ti49 = 119,
+        k_He4_V50 = 120,
+        k_He4_Cr52 = 121,
+        k_He4_Ca47 = 122,
+        k_He4_Sc48 = 123,
+        k_p_Mn55 = 124,
+        k_d_C14 = 125,
+        k_He4_Cu61 = 126,
+        k_p_d = 127,
+        k_p_Ne21 = 128,
+        k_p_He3 = 129,
+        k_He4_Sc43 = 130,
+        k_He4_Fe56 = 131,
+        k_He4_Co58 = 132,
+        k_He4_Cr54 = 133,
+        k_He4_S36 = 134,
+        k_He4_Mn55 = 135,
+        k_p_Ca48 = 136,
+        k_He4_V52 = 137,
+        k_He4_Ne20 = 138,
+        k_p_Cu58 = 139,
+        k_p_Co56 = 140,
+        k_He4_Mn50 = 141,
+        k_p_Si28 = 142,
+        k_p_Fe54 = 143,
+        k_d_He4 = 144,
+        k_He3_Li7 = 145,
+        k_p_Ca44 = 146,
+        k_p_Mg26 = 147,
+        k_p_Zn65 = 148,
+        k_p_Be8 = 149,
+        k_He4_Cu58 = 150,
+        k_He4_Co55 = 151,
+        k_He4_Fe53 = 152,
+        k_He4_O14 = 153,
+        k_He4_Al27 = 154,
+        k_He4_Ca43 = 155,
+        k_He4_Mg25 = 156,
+        k_p_Ga63 = 157,
+        k_p_Zn61 = 158,
+        k_p_Cl35 = 159,
+        k_p_F17 = 160,
+        k_p_P32 = 161,
+        k_p_S33 = 162,
+        k_p_Si30 = 163,
+        k_p_Ni59 = 164,
+        k_He4_Zn60 = 165,
+        k_p_Sc47 = 166,
+        k_He4_Ne18 = 167,
+        k_He2_He4 = 168,
+        k_He4_Cl34 = 169,
+        k_p_C12 = 170,
+        k_He4_Cu60 = 171,
+        k_He4_Ni58 = 172,
+        k_He4_O16 = 173,
+        k_He4_F17 = 174,
+        k_He4_N14 = 175,
+        k_He4_P32 = 176,
+        k_He4_Si30 = 177,
+        k_p_S35 = 178,
+        k_p_Ti45 = 179,
+        k_d_C13 = 180,
+        k_p_Sc49 = 181,
+        k_p_p = 182,
+        k_He4_Mg23 = 183,
+        k_p_O17 = 184,
+        k_p_C14 = 185,
+        k_He4_Na21 = 186,
+        k_p_N15 = 187,
+        k_He4_Ar37 = 188,
+        k_p_K41 = 189,
+        k_p_Co59 = 190,
+        k_He4_Cl37 = 191,
+        k_He4_F19 = 192,
+        k_p_Ar39 = 193,
+        k_He4_S35 = 194,
+        k_He4_P29 = 195,
+        k_p_Fe52 = 196,
+        k_He4_Sc49 = 197,
+        k_p_Al26 = 198,
+        k_He4_C14 = 199,
+        k_p_Cr50 = 200,
+        k_p_S32 = 201,
+        k_p_V48 = 202,
+        k_p_Zn64 = 203,
+        k_p_He4 = 204,
+        k_p_Cu64 = 205,
+        k_p_Sc46 = 206,
+        k_p_Ti51 = 207,
+        k_He4_Co54 = 208,
+        k_p_Ni62 = 209,
+        k_He4_Al26 = 210,
+        k_He4_Ne21 = 211,
+        k_He4_S32 = 212,
+        k_p_Cu59 = 213,
+        k_p_Ni57 = 214,
+        k_d_Be7 = 215,
+        k_He4_Ti51 = 216,
+        k_He4_Ca48 = 217,
+        k_p_Mn53 = 218,
+        k_p_Zn66 = 219,
+        k_He4_Zn59 = 220,
+        k_p_Be9 = 221,
+        k_He4_P30 = 222,
+        k_He4_Co56 = 223,
+        k_He4_Cu59 = 224,
+        k_He4_Si28 = 225,
+        k_He4_Fe54 = 226,
+        k_He4_Ni57 = 227,
+        k_p_Ti48 = 228,
+        k_He4_Ca44 = 229,
+        k_He4_Mg26 = 230,
+        k_He4_Be8 = 231,
+        k_p_Ca46 = 232,
+        k_He3_He3 = 233,
+        k_p_Ca41 = 234,
+        k_p_Co57 = 235,
+        k_p_K39 = 236,
+        k_He3_He4 = 237,
+        k_p_Fe55 = 238,
+        k_He4_Cl35 = 239,
+        k_p_C13 = 240,
+        k_He4_Zn61 = 241,
+        k_He4_S33 = 242,
+        k_p_B11 = 243,
+        k_He4_Ni59 = 244,
+        k_d_Li7 = 245,
+        k_p_Cr53 = 246,
+        k_p_Ti50 = 247,
+        k_p_V51 = 248,
+        k_He4_Sc47 = 249,
+        k_He4_Al25 = 250,
+        k_He4_C12 = 251,
+        k_He4_Ca41 = 252,
+        k_He4_K39 = 253,
+        k_p_Ti46 = 254,
+        k_p_Cu62 = 255,
+        k_p_Sc44 = 256,
+        k_He4_Ti50 = 257,
+        k_p_Ni60 = 258,
+        k_p_Fe57 = 259,
+        k_p_O18 = 260,
+        k_p_Si32 = 261,
+        k_p_Fe58 = 262,
+        k_p_Ar40 = 263,
+        k_He4_Cr48 = 264,
+        k_He4_Ti45 = 265,
+        k_He4_V46 = 266,
+        k_He4_O17 = 267,
+        k_p_Ni56 = 268,
+        k_He4_N15 = 269,
+        k_He4_K41 = 270,
+        k_He4_Sc44 = 271,
+        k_p_Mn51 = 272,
+        k_He4_Ar39 = 273,
+        k_He4_Fe57 = 274,
+        k_He4_Co59 = 275,
+        k_He4_Cu62 = 276,
+        k_p_Be7 = 277,
+        k_p_Cr51 = 278,
+        k_p_Na23 = 279,
+        k_p_V49 = 280,
+        k_He4_Cu57 = 281,
+        k_He4_Fe52 = 282,
+        k_d_Li6 = 283,
+        k_p_Ni63 = 284,
+        k_He4_K37 = 285,
+        k_He4_Cr50 = 286,
+        k_p_N13 = 287,
+        k_He4_Mn51 = 288,
+        k_He4_V48 = 289,
+        k_p_B10 = 290,
+        k_He4_Be7 = 291,
+        k_He4_He4 = 292,
+        k_He4_Na23 = 293,
+        k_He4_Sc46 = 294,
+        k_He4_Ni62 = 295,
+        k_C12_Ne20 = 296,
+        k_p_Mn54 = 297,
+        k_p_Ca40 = 298,
+        k_p_Ar36 = 299,
+        NumScreenPairs = k_p_Ar36
+    };
+
     // rate names -- note: the rates are 1-based, not zero-based, so we pad
     // this vector with rate_names[0] = "" so the indices line up with the
     // NetworkRates enum
@@ -3072,7 +3384,7 @@ namespace Rates
         "Be9_to_n_He4_He4_reaclib",  // 386,
         "C12_to_He4_He4_He4_reaclib",  // 387,
         "n_p_to_d_reaclib",  // 388,
-        "p_p_to_d_reaclib_bet_pos",  // 389,
+        "p_p_to_d_reaclib_beta_pos",  // 389,
         "p_p_to_d_reaclib_electron_capture",  // 390,
         "p_d_to_He3_reaclib",  // 391,
         "d_d_to_He4_reaclib",  // 392,
@@ -4312,6 +4624,12 @@ namespace Rates
         "p_to_n_weaktab"  // 1626,
     };
 
+    template<std::uint8_t rate>
+    AMREX_GPU_DEVICE AMREX_INLINE
+    constexpr amrex::Real get_p_random() {
+        return 0.0_rt;
+    }
+
 }
 
 #ifdef NSE_NET
diff --git a/networks/sn160/actual_rhs.H b/networks/sn160/actual_rhs.H
index 069629f344..598e0fa3d6 100644
--- a/networks/sn160/actual_rhs.H
+++ b/networks/sn160/actual_rhs.H
@@ -1,5 +1,5 @@
-#ifndef actual_rhs_H
-#define actual_rhs_H
+#ifndef ACTUAL_RHS_H
+#define ACTUAL_RHS_H
 
 #include <AMReX_REAL.H>
 #include <AMReX_Array.H>
@@ -15,7 +15,10 @@
 #ifdef NEUTRINOS
 #include <neutrino.H>
 #endif
+#include <rate_type.H>
 #include <reaclib_rates.H>
+#include <approximate_rates.H>
+#include <modified_rates.H>
 #include <table_rates.H>
 #include <temperature_table_rates.H>
 #include <derived_rates.H>
@@ -28,9 +31,8 @@ using namespace Rates;
 
 using namespace rate_tables;
 
-
 template<class T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void ener_gener_rate(T const& dydt, amrex::Real& enuc)
 {
 
@@ -49,17 +51,14 @@ void ener_gener_rate(T const& dydt, amrex::Real& enuc)
 }
 
 
+#ifdef SCREENING
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void evaluate_rates(const burn_t& state,
-                    const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
-                    T& rate_eval) {
-
-    // here Y is consistent with state.xn
-
-    [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
+AMREX_GPU_DEVICE AMREX_INLINE
+void evaluate_screening(const burn_t& state,
+                        const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                        T& rate_eval) {
 
-    // Calculate Reaclib rates
+    // Evaluate screening terms
 
     using number_t = std::conditional_t<do_T_derivatives, autodiff::dual, amrex::Real>;
     number_t temp = state.T;
@@ -68,7266 +67,3046 @@ void evaluate_rates(const burn_t& state,
         autodiff::seed(temp);
     }
 
-#ifdef SCREENING
     plasma_state_t<number_t> pstate{};
     fill_plasma_state(pstate, temp, state.rho, Y);
-#endif
-
-    const tf_t tfactors = evaluate_tfactors(state.T);
-
-    fill_reaclib_rates<do_T_derivatives, T>(tfactors, rate_eval);
-
-    temp_tabular::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
-
-    // Calculate Derived Rates. This should go last but before approx rates.
-    fill_derived_rates<do_T_derivatives, T>(tfactors, rate_eval);
-
-
-#ifdef SCREENING
-    // Evaluate screening factors
-
-    amrex::Real ratraw, dratraw_dT;
-    amrex::Real scor, dscor_dt;
-    [[maybe_unused]] amrex::Real scor2, dscor2_dt;
 
+    amrex::Real log_scor, dlog_scor_dT;
 
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 1.0_rt, 1.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 17.0_rt, 36.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_p_to_d_reaclib_bet_pos);
-    rate_eval.screened_rates(k_p_p_to_d_reaclib_bet_pos) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_p_to_d_reaclib_bet_pos);
-        rate_eval.dscreened_rates_dT(k_p_p_to_d_reaclib_bet_pos) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Cl36) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Cl36) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_p_to_d_reaclib_electron_capture);
-    rate_eval.screened_rates(k_p_p_to_d_reaclib_electron_capture) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_p_to_d_reaclib_electron_capture);
-        rate_eval.dscreened_rates_dT(k_p_p_to_d_reaclib_electron_capture) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 9.0_rt, 18.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_F18) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_F18) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_n_p_p_to_p_d_reaclib);
-    rate_eval.screened_rates(k_n_p_p_to_p_d_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_n_p_p_to_p_d_reaclib);
-        rate_eval.dscreened_rates_dT(k_n_p_p_to_p_d_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 15.0_rt, 33.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_P33) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_P33) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_p_He4_He4_to_He3_Be7_reaclib);
-    rate_eval.screened_rates(k_p_p_He4_He4_to_He3_Be7_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_p_He4_He4_to_He3_Be7_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_p_He4_He4_to_He3_Be7_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 22.0_rt, 49.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ti49) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ti49) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 1.0_rt, 2.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 14.0_rt, 31.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Si31) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Si31) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_d_to_He3_reaclib);
-    rate_eval.screened_rates(k_p_d_to_He3_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_d_to_He3_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_d_to_He3_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 25.0_rt, 53.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Mn53) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Mn53) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_d_to_n_p_p_reaclib);
-    rate_eval.screened_rates(k_p_d_to_n_p_p_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_d_to_n_p_p_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_d_to_n_p_p_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 29.0_rt, 65.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Cu65) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Cu65) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 2.0_rt, 1.0_rt, 2.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 3.0_rt, 7.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Li7) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Li7) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_d_d_to_He4_reaclib);
-    rate_eval.screened_rates(k_d_d_to_He4_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_d_d_to_He4_reaclib);
-        rate_eval.dscreened_rates_dT(k_d_d_to_He4_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 4.0_rt, 9.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Be9) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Be9) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_d_d_to_n_He3_reaclib);
-    rate_eval.screened_rates(k_d_d_to_n_He3_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_d_d_to_n_He3_reaclib);
-        rate_eval.dscreened_rates_dT(k_d_d_to_n_He3_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 25.0_rt, 54.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Mn54) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Mn54) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 2.0_rt, 2.0_rt, 4.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 20.0_rt, 47.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ca47) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ca47) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_d_to_Li6_reaclib);
-    rate_eval.screened_rates(k_He4_d_to_Li6_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_d_to_Li6_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_d_to_Li6_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 10.0_rt, 19.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ne19) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ne19) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 2.0_rt, 3.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(6.0_rt, 12.0_rt, 8.0_rt, 16.0_rt);
+        static_assert(scn_fac.z1 == 6.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_C12_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_C12_O16) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_He3_to_He4_reaclib);
-    rate_eval.screened_rates(k_p_He3_to_He4_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_He3_to_He4_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_He3_to_He4_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 22.0_rt, 48.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ti48) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ti48) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 2.0_rt, 3.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 3.0_rt, 4.0_rt, 7.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He3_Be7) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He3_Be7) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_He3_to_Be7_reaclib);
-    rate_eval.screened_rates(k_He4_He3_to_Be7_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_He3_to_Be7_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_He3_to_Be7_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 3.0_rt, 7.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Li7) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Li7) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_He3_to_p_Li6_reaclib);
-    rate_eval.screened_rates(k_He4_He3_to_p_Li6_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_He3_to_p_Li6_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_He3_to_p_Li6_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 20.0_rt, 42.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ca42) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ca42) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 3.0_rt, 6.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 12.0_rt, 24.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Mg24) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Mg24) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Li6_to_Be7_reaclib);
-    rate_eval.screened_rates(k_p_Li6_to_Be7_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Li6_to_Be7_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Li6_to_Be7_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 21.0_rt, 43.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Sc43) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Sc43) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Li6_to_He4_He3_reaclib);
-    rate_eval.screened_rates(k_p_Li6_to_He4_He3_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Li6_to_He4_He3_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Li6_to_He4_He3_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 19.0_rt, 40.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_K40) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_K40) = dlog_scor_dT;
+        }
     }
 
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 11.0_rt, 22.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Na22) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Na22) = dlog_scor_dT;
+        }
+    }
 
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 3.0_rt, 6.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 20.0_rt, 46.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ca46) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ca46) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Li6_to_B10_reaclib);
-    rate_eval.screened_rates(k_He4_Li6_to_B10_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Li6_to_B10_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Li6_to_B10_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 18.0_rt, 38.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ar38) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ar38) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Li6_to_p_Be9_reaclib);
-    rate_eval.screened_rates(k_He4_Li6_to_p_Be9_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Li6_to_p_Be9_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Li6_to_p_Be9_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 26.0_rt, 56.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Fe56) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Fe56) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 3.0_rt, 7.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 27.0_rt, 58.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Co58) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Co58) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Li7_to_B11_reaclib);
-    rate_eval.screened_rates(k_He4_Li7_to_B11_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Li7_to_B11_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Li7_to_B11_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 29.0_rt, 61.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Cu61) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Cu61) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Li7_to_n_B10_reaclib);
-    rate_eval.screened_rates(k_He4_Li7_to_n_B10_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Li7_to_n_B10_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Li7_to_n_B10_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 24.0_rt, 54.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Cr54) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Cr54) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 4.0_rt, 7.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 16.0_rt, 36.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_S36) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_S36) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Be7_to_B8_reaclib);
-    rate_eval.screened_rates(k_p_Be7_to_B8_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Be7_to_B8_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Be7_to_B8_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 22.0_rt, 44.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ti44) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ti44) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 4.0_rt, 9.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 23.0_rt, 52.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_V52) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_V52) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Be9_to_B10_reaclib);
-    rate_eval.screened_rates(k_p_Be9_to_B10_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Be9_to_B10_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Be9_to_B10_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 27.0_rt, 57.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Co57) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Co57) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Be9_to_He4_Li6_reaclib);
-    rate_eval.screened_rates(k_p_Be9_to_He4_Li6_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Be9_to_He4_Li6_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Be9_to_He4_Li6_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 10.0_rt, 20.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ne20) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ne20) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Be9_to_d_He4_He4_reaclib);
-    rate_eval.screened_rates(k_p_Be9_to_d_He4_He4_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Be9_to_d_He4_He4_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Be9_to_d_He4_He4_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 26.0_rt, 55.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Fe55) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Fe55) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Be9_to_n_p_He4_He4_reaclib);
-    rate_eval.screened_rates(k_p_Be9_to_n_p_He4_He4_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Be9_to_n_p_He4_He4_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Be9_to_n_p_He4_He4_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 20.0_rt, 42.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ca42) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ca42) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 5.0_rt, 11.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 12.0_rt, 24.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Mg24) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Mg24) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_B11_to_C12_reaclib);
-    rate_eval.screened_rates(k_p_B11_to_C12_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_B11_to_C12_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_B11_to_C12_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 6.0_rt, 13.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_C13) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_C13) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_B11_to_He4_He4_He4_reaclib);
-    rate_eval.screened_rates(k_p_B11_to_He4_He4_He4_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_B11_to_He4_He4_He4_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_B11_to_He4_He4_He4_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 19.0_rt, 40.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_K40) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_K40) = dlog_scor_dT;
+        }
     }
 
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 11.0_rt, 22.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Na22) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Na22) = dlog_scor_dT;
+        }
+    }
 
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 6.0_rt, 12.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 24.0_rt, 49.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Cr49) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Cr49) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_C12_to_N13_reaclib);
-    rate_eval.screened_rates(k_p_C12_to_N13_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 18.0_rt, 38.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ar38) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ar38) = dlog_scor_dT;
+        }
     }
 
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 23.0_rt, 47.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_V47) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_V47) = dlog_scor_dT;
+        }
+    }
 
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 6.0_rt, 12.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 24.0_rt, 53.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Cr53) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Cr53) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_C12_to_O16_reaclib);
-    rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 23.0_rt, 51.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_V51) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_V51) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_C12_to_n_O15_reaclib);
-    rate_eval.screened_rates(k_He4_C12_to_n_O15_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_C12_to_n_O15_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_C12_to_n_O15_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 30.0_rt, 63.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Zn63) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Zn63) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_C12_to_p_N15_reaclib);
-    rate_eval.screened_rates(k_He4_C12_to_p_N15_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_C12_to_p_N15_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_C12_to_p_N15_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 5.0_rt, 11.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_B11) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_B11) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 6.0_rt, 13.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 29.0_rt, 63.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Cu63) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Cu63) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_C13_to_N14_reaclib);
-    rate_eval.screened_rates(k_p_C13_to_N14_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_C13_to_N14_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_C13_to_N14_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 21.0_rt, 45.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Sc45) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Sc45) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_C13_to_n_N13_reaclib);
-    rate_eval.screened_rates(k_p_C13_to_n_N13_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_C13_to_n_N13_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_C13_to_n_N13_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 27.0_rt, 53.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Co53) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Co53) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_C13_to_He4_B10_reaclib);
-    rate_eval.screened_rates(k_p_C13_to_He4_B10_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_C13_to_He4_B10_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_C13_to_He4_B10_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 28.0_rt, 61.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ni61) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ni61) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 6.0_rt, 14.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 27.0_rt, 55.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Co55) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Co55) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_C14_to_N15_reaclib);
-    rate_eval.screened_rates(k_p_C14_to_N15_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_C14_to_N15_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_C14_to_N15_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(6.0_rt, 12.0_rt, 6.0_rt, 12.0_rt);
+        static_assert(scn_fac.z1 == 6.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_C12_C12) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_C12_C12) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_C14_to_n_N14_reaclib);
-    rate_eval.screened_rates(k_p_C14_to_n_N14_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_C14_to_n_N14_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_C14_to_n_N14_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 2.0_rt, 1.0_rt, 2.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_d_d) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_d_d) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_C14_to_He4_B11_reaclib);
-    rate_eval.screened_rates(k_p_C14_to_He4_B11_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_C14_to_He4_B11_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_C14_to_He4_B11_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 26.0_rt, 53.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Fe53) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Fe53) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 6.0_rt, 14.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 17.0_rt, 33.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Cl33) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Cl33) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_C14_to_O18_reaclib);
-    rate_eval.screened_rates(k_He4_C14_to_O18_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_C14_to_O18_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_C14_to_O18_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 2.0_rt, 2.0_rt, 3.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_d_He3) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_d_He3) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_C14_to_n_O17_reaclib);
-    rate_eval.screened_rates(k_He4_C14_to_n_O17_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_C14_to_n_O17_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_C14_to_n_O17_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 24.0_rt, 49.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Cr49) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Cr49) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 7.0_rt, 13.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 13.0_rt, 27.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Al27) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Al27) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_N13_to_O14_reaclib);
-    rate_eval.screened_rates(k_p_N13_to_O14_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_N13_to_O14_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_N13_to_O14_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 22.0_rt, 46.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ti46) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ti46) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 7.0_rt, 14.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 3.0_rt, 6.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Li6) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Li6) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_N14_to_O15_reaclib);
-    rate_eval.screened_rates(k_p_N14_to_O15_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_N14_to_O15_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_N14_to_O15_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 12.0_rt, 25.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Mg25) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Mg25) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_N14_to_n_O14_reaclib);
-    rate_eval.screened_rates(k_p_N14_to_n_O14_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_N14_to_n_O14_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_N14_to_n_O14_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 10.0_rt, 22.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ne22) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ne22) = dlog_scor_dT;
+        }
     }
 
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 20.0_rt, 43.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ca43) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ca43) = dlog_scor_dT;
+        }
+    }
 
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 14.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 23.0_rt, 47.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_V47) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_V47) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_N14_to_F18_reaclib);
-    rate_eval.screened_rates(k_He4_N14_to_F18_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_N14_to_F18_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_N14_to_F18_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 18.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_O18) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_O18) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_N14_to_n_F17_reaclib);
-    rate_eval.screened_rates(k_He4_N14_to_n_F17_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_N14_to_n_F17_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_N14_to_n_F17_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 28.0_rt, 60.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ni60) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ni60) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_N14_to_p_O17_reaclib);
-    rate_eval.screened_rates(k_He4_N14_to_p_O17_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_N14_to_p_O17_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_N14_to_p_O17_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 29.0_rt, 63.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Cu63) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Cu63) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 7.0_rt, 15.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 21.0_rt, 45.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Sc45) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Sc45) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_N15_to_O16_reaclib);
-    rate_eval.screened_rates(k_p_N15_to_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_N15_to_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_N15_to_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 14.0_rt, 32.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Si32) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Si32) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_N15_to_n_O15_reaclib);
-    rate_eval.screened_rates(k_p_N15_to_n_O15_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_N15_to_n_O15_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_N15_to_n_O15_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 25.0_rt, 52.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Mn52) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Mn52) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_N15_to_He4_C12_reaclib);
-    rate_eval.screened_rates(k_p_N15_to_He4_C12_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_N15_to_He4_C12_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_N15_to_He4_C12_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 18.0_rt, 40.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ar40) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ar40) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 15.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 26.0_rt, 58.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Fe58) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Fe58) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_N15_to_F19_reaclib);
-    rate_eval.screened_rates(k_He4_N15_to_F19_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_N15_to_F19_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_N15_to_F19_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 28.0_rt, 61.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ni61) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ni61) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_N15_to_n_F18_reaclib);
-    rate_eval.screened_rates(k_He4_N15_to_n_F18_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_N15_to_n_F18_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_N15_to_n_F18_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 31.0_rt, 62.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ga62) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ga62) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_N15_to_p_O18_reaclib);
-    rate_eval.screened_rates(k_He4_N15_to_p_O18_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_N15_to_p_O18_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_N15_to_p_O18_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 30.0_rt, 60.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Zn60) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Zn60) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 14.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 3.0_rt, 6.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Li6) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Li6) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_O14_to_Ne18_reaclib);
-    rate_eval.screened_rates(k_He4_O14_to_Ne18_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O14_to_Ne18_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_O14_to_Ne18_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 28.0_rt, 56.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ni56) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ni56) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_O14_to_p_F17_reaclib);
-    rate_eval.screened_rates(k_He4_O14_to_p_F17_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O14_to_p_F17_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_O14_to_p_F17_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 15.0_rt, 31.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_P31) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_P31) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 15.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 10.0_rt, 22.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ne22) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ne22) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_O15_to_Ne19_reaclib);
-    rate_eval.screened_rates(k_He4_O15_to_Ne19_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O15_to_Ne19_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_O15_to_Ne19_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 22.0_rt, 47.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ti47) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ti47) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_O15_to_n_Ne18_reaclib);
-    rate_eval.screened_rates(k_He4_O15_to_n_Ne18_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O15_to_n_Ne18_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_O15_to_n_Ne18_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 14.0_rt, 29.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Si29) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Si29) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_O15_to_p_F18_reaclib);
-    rate_eval.screened_rates(k_He4_O15_to_p_F18_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O15_to_p_F18_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_O15_to_p_F18_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 28.0_rt, 58.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ni58) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ni58) = dlog_scor_dT;
+        }
     }
 
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 16.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_O16_to_F17_reaclib);
-    rate_eval.screened_rates(k_p_O16_to_F17_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O16_to_F17_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_O16_to_F17_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_O16) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_O16_to_He4_N13_reaclib);
-    rate_eval.screened_rates(k_p_O16_to_He4_N13_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O16_to_He4_N13_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_O16_to_He4_N13_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 29.0_rt, 60.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Cu60) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Cu60) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 16.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 24.0_rt, 51.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Cr51) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Cr51) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib);
-    rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 7.0_rt, 14.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_N14) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_N14) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_O16_to_n_Ne19_reaclib);
-    rate_eval.screened_rates(k_He4_O16_to_n_Ne19_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O16_to_n_Ne19_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_O16_to_n_Ne19_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 25.0_rt, 52.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Mn52) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Mn52) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_O16_to_p_F19_reaclib);
-    rate_eval.screened_rates(k_He4_O16_to_p_F19_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O16_to_p_F19_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_O16_to_p_F19_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 20.0_rt, 45.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ca45) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ca45) = dlog_scor_dT;
+        }
     }
 
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 23.0_rt, 49.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_V49) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_V49) = dlog_scor_dT;
+        }
+    }
 
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 17.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 2.0_rt, 4.0_rt, 8.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_d_Be8) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_d_Be8) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_O17_to_F18_reaclib);
-    rate_eval.screened_rates(k_p_O17_to_F18_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O17_to_F18_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_O17_to_F18_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(8.0_rt, 16.0_rt, 8.0_rt, 16.0_rt);
+        static_assert(scn_fac.z1 == 8.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_O16_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_O16_O16) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_O17_to_n_F17_reaclib);
-    rate_eval.screened_rates(k_p_O17_to_n_F17_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O17_to_n_F17_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_O17_to_n_F17_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 15.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_O15) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_O15) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_O17_to_He4_N14_reaclib);
-    rate_eval.screened_rates(k_p_O17_to_He4_N14_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O17_to_He4_N14_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_O17_to_He4_N14_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 28.0_rt, 63.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ni63) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ni63) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 17.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 15.0_rt, 31.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_P31) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_P31) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_O17_to_Ne21_reaclib);
-    rate_eval.screened_rates(k_He4_O17_to_Ne21_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O17_to_Ne21_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_O17_to_Ne21_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 13.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_N13) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_N13) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_O17_to_n_Ne20_reaclib);
-    rate_eval.screened_rates(k_He4_O17_to_n_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O17_to_n_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_O17_to_n_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 22.0_rt, 47.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ti47) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ti47) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 18.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 14.0_rt, 29.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Si29) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Si29) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_O18_to_F19_reaclib);
-    rate_eval.screened_rates(k_p_O18_to_F19_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O18_to_F19_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_O18_to_F19_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 5.0_rt, 10.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_B10) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_B10) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_O18_to_n_F18_reaclib);
-    rate_eval.screened_rates(k_p_O18_to_n_F18_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O18_to_n_F18_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_O18_to_n_F18_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 31.0_rt, 64.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ga64) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ga64) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_O18_to_He4_N15_reaclib);
-    rate_eval.screened_rates(k_p_O18_to_He4_N15_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_O18_to_He4_N15_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_O18_to_He4_N15_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 30.0_rt, 62.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Zn62) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Zn62) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 18.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 20.0_rt, 45.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ca45) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ca45) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_O18_to_Ne22_reaclib);
-    rate_eval.screened_rates(k_He4_O18_to_Ne22_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O18_to_Ne22_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_O18_to_Ne22_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 11.0_rt, 21.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Na21) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Na21) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_O18_to_n_Ne21_reaclib);
-    rate_eval.screened_rates(k_He4_O18_to_n_Ne21_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_O18_to_n_Ne21_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_O18_to_n_Ne21_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 18.0_rt, 37.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ar37) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ar37) = dlog_scor_dT;
+        }
     }
 
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 16.0_rt, 34.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_S34) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_S34) = dlog_scor_dT;
+        }
+    }
 
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 9.0_rt, 17.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 24.0_rt, 52.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Cr52) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Cr52) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_F17_to_Ne18_reaclib);
-    rate_eval.screened_rates(k_p_F17_to_Ne18_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_F17_to_Ne18_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_F17_to_Ne18_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 23.0_rt, 50.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_V50) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_V50) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_F17_to_He4_O14_reaclib);
-    rate_eval.screened_rates(k_p_F17_to_He4_O14_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_F17_to_He4_O14_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_F17_to_He4_O14_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 17.0_rt, 37.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Cl37) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Cl37) = dlog_scor_dT;
+        }
     }
 
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 9.0_rt, 19.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_F19) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_F19) = dlog_scor_dT;
+        }
+    }
 
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 9.0_rt, 17.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 20.0_rt, 40.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ca40) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ca40) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_F17_to_Na21_reaclib);
-    rate_eval.screened_rates(k_He4_F17_to_Na21_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_F17_to_Na21_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_F17_to_Na21_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 21.0_rt, 48.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Sc48) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Sc48) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_F17_to_p_Ne20_reaclib);
-    rate_eval.screened_rates(k_He4_F17_to_p_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_F17_to_p_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_F17_to_p_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 2.0_rt, 4.0_rt, 8.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He2_Be8) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He2_Be8) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 9.0_rt, 18.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 28.0_rt, 64.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ni64) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ni64) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_F18_to_Ne19_reaclib);
-    rate_eval.screened_rates(k_p_F18_to_Ne19_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_F18_to_Ne19_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_F18_to_Ne19_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 19.0_rt, 38.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_K38) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_K38) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_F18_to_n_Ne18_reaclib);
-    rate_eval.screened_rates(k_p_F18_to_n_Ne18_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_F18_to_n_Ne18_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_F18_to_n_Ne18_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 18.0_rt, 36.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ar36) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ar36) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_F18_to_He4_O15_reaclib);
-    rate_eval.screened_rates(k_p_F18_to_He4_O15_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_F18_to_He4_O15_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_F18_to_He4_O15_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 17.0_rt, 36.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Cl36) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Cl36) = dlog_scor_dT;
+        }
     }
 
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 9.0_rt, 18.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_F18_to_Na22_reaclib);
-    rate_eval.screened_rates(k_He4_F18_to_Na22_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_F18_to_Na22_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_F18_to_Na22_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_F18) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_F18) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_F18_to_n_Na21_reaclib);
-    rate_eval.screened_rates(k_He4_F18_to_n_Na21_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_F18_to_n_Na21_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_F18_to_n_Na21_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 15.0_rt, 33.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_P33) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_P33) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_F18_to_p_Ne21_reaclib);
-    rate_eval.screened_rates(k_He4_F18_to_p_Ne21_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_F18_to_p_Ne21_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_F18_to_p_Ne21_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 16.0_rt, 34.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_S34) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_S34) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 9.0_rt, 19.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 14.0_rt, 31.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Si31) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Si31) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_F19_to_Ne20_reaclib);
-    rate_eval.screened_rates(k_p_F19_to_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_F19_to_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_F19_to_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 22.0_rt, 49.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ti49) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ti49) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_F19_to_n_Ne19_reaclib);
-    rate_eval.screened_rates(k_p_F19_to_n_Ne19_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_F19_to_n_Ne19_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_F19_to_n_Ne19_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 23.0_rt, 50.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_V50) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_V50) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_F19_to_He4_O16_reaclib);
-    rate_eval.screened_rates(k_p_F19_to_He4_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_F19_to_He4_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_F19_to_He4_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 24.0_rt, 52.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Cr52) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Cr52) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 9.0_rt, 19.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 20.0_rt, 47.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ca47) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ca47) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_F19_to_Na23_reaclib);
-    rate_eval.screened_rates(k_He4_F19_to_Na23_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_F19_to_Na23_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_F19_to_Na23_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 21.0_rt, 48.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Sc48) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Sc48) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_F19_to_n_Na22_reaclib);
-    rate_eval.screened_rates(k_He4_F19_to_n_Na22_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_F19_to_n_Na22_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_F19_to_n_Na22_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 25.0_rt, 55.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Mn55) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Mn55) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_F19_to_p_Ne22_reaclib);
-    rate_eval.screened_rates(k_He4_F19_to_p_Ne22_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_F19_to_p_Ne22_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_F19_to_p_Ne22_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 2.0_rt, 6.0_rt, 14.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_d_C14) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_d_C14) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 10.0_rt, 19.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 29.0_rt, 61.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Cu61) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Cu61) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Ne19_to_Mg23_reaclib);
-    rate_eval.screened_rates(k_He4_Ne19_to_Mg23_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ne19_to_Mg23_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ne19_to_Mg23_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 1.0_rt, 2.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_d) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_d) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Ne19_to_p_Na22_reaclib);
-    rate_eval.screened_rates(k_He4_Ne19_to_p_Na22_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ne19_to_p_Na22_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ne19_to_p_Na22_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 10.0_rt, 21.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ne21) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ne21) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 10.0_rt, 20.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 2.0_rt, 3.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_He3) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_He3) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Ne20_to_Na21_reaclib);
-    rate_eval.screened_rates(k_p_Ne20_to_Na21_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ne20_to_Na21_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ne20_to_Na21_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 21.0_rt, 43.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Sc43) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Sc43) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Ne20_to_He4_F17_reaclib);
-    rate_eval.screened_rates(k_p_Ne20_to_He4_F17_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ne20_to_He4_F17_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ne20_to_He4_F17_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 10.0_rt, 20.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib);
-    rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ne20_to_n_Mg23_reaclib);
-    rate_eval.screened_rates(k_He4_Ne20_to_n_Mg23_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ne20_to_n_Mg23_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_n_Mg23_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ne20_to_p_Na23_reaclib);
-    rate_eval.screened_rates(k_He4_Ne20_to_p_Na23_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ne20_to_p_Na23_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_p_Na23_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ne20_to_C12_C12_reaclib);
-    rate_eval.screened_rates(k_He4_Ne20_to_C12_C12_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ne20_to_C12_C12_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_C12_C12_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 10.0_rt, 21.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ne21_to_Na22_reaclib);
-    rate_eval.screened_rates(k_p_Ne21_to_Na22_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ne21_to_Na22_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ne21_to_Na22_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ne21_to_n_Na21_reaclib);
-    rate_eval.screened_rates(k_p_Ne21_to_n_Na21_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ne21_to_n_Na21_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ne21_to_n_Na21_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ne21_to_He4_F18_reaclib);
-    rate_eval.screened_rates(k_p_Ne21_to_He4_F18_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ne21_to_He4_F18_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ne21_to_He4_F18_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 10.0_rt, 21.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ne21_to_Mg25_reaclib);
-    rate_eval.screened_rates(k_He4_Ne21_to_Mg25_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ne21_to_Mg25_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ne21_to_Mg25_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ne21_to_n_Mg24_reaclib);
-    rate_eval.screened_rates(k_He4_Ne21_to_n_Mg24_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ne21_to_n_Mg24_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ne21_to_n_Mg24_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 10.0_rt, 22.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ne22_to_Na23_reaclib);
-    rate_eval.screened_rates(k_p_Ne22_to_Na23_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ne22_to_Na23_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ne22_to_Na23_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ne22_to_n_Na22_reaclib);
-    rate_eval.screened_rates(k_p_Ne22_to_n_Na22_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ne22_to_n_Na22_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ne22_to_n_Na22_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ne22_to_He4_F19_reaclib);
-    rate_eval.screened_rates(k_p_Ne22_to_He4_F19_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ne22_to_He4_F19_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ne22_to_He4_F19_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 10.0_rt, 22.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ne22_to_Mg26_reaclib);
-    rate_eval.screened_rates(k_He4_Ne22_to_Mg26_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ne22_to_Mg26_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ne22_to_Mg26_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ne22_to_n_Mg25_reaclib);
-    rate_eval.screened_rates(k_He4_Ne22_to_n_Mg25_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ne22_to_n_Mg25_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ne22_to_n_Mg25_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 11.0_rt, 21.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Na21_to_Al25_reaclib);
-    rate_eval.screened_rates(k_He4_Na21_to_Al25_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Na21_to_Al25_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Na21_to_Al25_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Na21_to_p_Mg24_reaclib);
-    rate_eval.screened_rates(k_He4_Na21_to_p_Mg24_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Na21_to_p_Mg24_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Na21_to_p_Mg24_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 11.0_rt, 22.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Na22_to_Mg23_reaclib);
-    rate_eval.screened_rates(k_p_Na22_to_Mg23_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Na22_to_Mg23_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Na22_to_Mg23_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Na22_to_He4_Ne19_reaclib);
-    rate_eval.screened_rates(k_p_Na22_to_He4_Ne19_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Na22_to_He4_Ne19_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Na22_to_He4_Ne19_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 11.0_rt, 22.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Na22_to_Al26_reaclib);
-    rate_eval.screened_rates(k_He4_Na22_to_Al26_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Na22_to_Al26_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Na22_to_Al26_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Na22_to_n_Al25_reaclib);
-    rate_eval.screened_rates(k_He4_Na22_to_n_Al25_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Na22_to_n_Al25_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Na22_to_n_Al25_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Na22_to_p_Mg25_reaclib);
-    rate_eval.screened_rates(k_He4_Na22_to_p_Mg25_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Na22_to_p_Mg25_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Na22_to_p_Mg25_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 11.0_rt, 23.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Na23_to_Mg24_reaclib);
-    rate_eval.screened_rates(k_p_Na23_to_Mg24_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Na23_to_Mg24_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_Mg24_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Na23_to_n_Mg23_reaclib);
-    rate_eval.screened_rates(k_p_Na23_to_n_Mg23_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Na23_to_n_Mg23_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_n_Mg23_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Na23_to_He4_Ne20_reaclib);
-    rate_eval.screened_rates(k_p_Na23_to_He4_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Na23_to_He4_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_He4_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Na23_to_C12_C12_reaclib);
-    rate_eval.screened_rates(k_p_Na23_to_C12_C12_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Na23_to_C12_C12_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_C12_C12_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 11.0_rt, 23.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Na23_to_Al27_reaclib);
-    rate_eval.screened_rates(k_He4_Na23_to_Al27_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Na23_to_Al27_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Na23_to_Al27_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Na23_to_n_Al26_reaclib);
-    rate_eval.screened_rates(k_He4_Na23_to_n_Al26_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Na23_to_n_Al26_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Na23_to_n_Al26_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Na23_to_p_Mg26_reaclib);
-    rate_eval.screened_rates(k_He4_Na23_to_p_Mg26_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Na23_to_p_Mg26_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Na23_to_p_Mg26_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 12.0_rt, 24.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Mg24_to_Al25_reaclib);
-    rate_eval.screened_rates(k_p_Mg24_to_Al25_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Mg24_to_Al25_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Mg24_to_Al25_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Mg24_to_He4_Na21_reaclib);
-    rate_eval.screened_rates(k_p_Mg24_to_He4_Na21_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Mg24_to_He4_Na21_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Mg24_to_He4_Na21_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 12.0_rt, 24.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Mg24_to_Si28_reaclib);
-    rate_eval.screened_rates(k_He4_Mg24_to_Si28_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mg24_to_Si28_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_Si28_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Mg24_to_p_Al27_reaclib);
-    rate_eval.screened_rates(k_He4_Mg24_to_p_Al27_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mg24_to_p_Al27_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_p_Al27_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Mg24_to_C12_O16_reaclib);
-    rate_eval.screened_rates(k_He4_Mg24_to_C12_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mg24_to_C12_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_C12_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 12.0_rt, 25.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Mg25_to_Al26_reaclib);
-    rate_eval.screened_rates(k_p_Mg25_to_Al26_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Mg25_to_Al26_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Mg25_to_Al26_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Mg25_to_n_Al25_reaclib);
-    rate_eval.screened_rates(k_p_Mg25_to_n_Al25_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Mg25_to_n_Al25_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Mg25_to_n_Al25_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Mg25_to_He4_Na22_reaclib);
-    rate_eval.screened_rates(k_p_Mg25_to_He4_Na22_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Mg25_to_He4_Na22_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Mg25_to_He4_Na22_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 12.0_rt, 25.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Mg25_to_Si29_reaclib);
-    rate_eval.screened_rates(k_He4_Mg25_to_Si29_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mg25_to_Si29_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Mg25_to_Si29_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Mg25_to_n_Si28_reaclib);
-    rate_eval.screened_rates(k_He4_Mg25_to_n_Si28_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mg25_to_n_Si28_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Mg25_to_n_Si28_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 12.0_rt, 26.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Mg26_to_Al27_reaclib);
-    rate_eval.screened_rates(k_p_Mg26_to_Al27_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Mg26_to_Al27_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Mg26_to_Al27_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Mg26_to_n_Al26_reaclib);
-    rate_eval.screened_rates(k_p_Mg26_to_n_Al26_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Mg26_to_n_Al26_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Mg26_to_n_Al26_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Mg26_to_He4_Na23_reaclib);
-    rate_eval.screened_rates(k_p_Mg26_to_He4_Na23_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Mg26_to_He4_Na23_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Mg26_to_He4_Na23_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 12.0_rt, 26.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Mg26_to_Si30_reaclib);
-    rate_eval.screened_rates(k_He4_Mg26_to_Si30_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mg26_to_Si30_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Mg26_to_Si30_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Mg26_to_n_Si29_reaclib);
-    rate_eval.screened_rates(k_He4_Mg26_to_n_Si29_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mg26_to_n_Si29_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Mg26_to_n_Si29_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 13.0_rt, 25.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Al25_to_P29_reaclib);
-    rate_eval.screened_rates(k_He4_Al25_to_P29_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Al25_to_P29_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Al25_to_P29_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Al25_to_p_Si28_reaclib);
-    rate_eval.screened_rates(k_He4_Al25_to_p_Si28_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Al25_to_p_Si28_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Al25_to_p_Si28_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 13.0_rt, 26.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Al26_to_P30_reaclib);
-    rate_eval.screened_rates(k_He4_Al26_to_P30_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Al26_to_P30_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Al26_to_P30_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Al26_to_n_P29_reaclib);
-    rate_eval.screened_rates(k_He4_Al26_to_n_P29_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Al26_to_n_P29_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Al26_to_n_P29_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Al26_to_p_Si29_reaclib);
-    rate_eval.screened_rates(k_He4_Al26_to_p_Si29_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Al26_to_p_Si29_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Al26_to_p_Si29_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 13.0_rt, 27.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Al27_to_Si28_reaclib);
-    rate_eval.screened_rates(k_p_Al27_to_Si28_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Al27_to_Si28_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_Si28_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Al27_to_He4_Mg24_reaclib);
-    rate_eval.screened_rates(k_p_Al27_to_He4_Mg24_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Al27_to_He4_Mg24_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_He4_Mg24_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Al27_to_C12_O16_reaclib);
-    rate_eval.screened_rates(k_p_Al27_to_C12_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Al27_to_C12_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_C12_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 13.0_rt, 27.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Al27_to_P31_reaclib);
-    rate_eval.screened_rates(k_He4_Al27_to_P31_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Al27_to_P31_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Al27_to_P31_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Al27_to_n_P30_reaclib);
-    rate_eval.screened_rates(k_He4_Al27_to_n_P30_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Al27_to_n_P30_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Al27_to_n_P30_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Al27_to_p_Si30_reaclib);
-    rate_eval.screened_rates(k_He4_Al27_to_p_Si30_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Al27_to_p_Si30_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Al27_to_p_Si30_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 14.0_rt, 28.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Si28_to_P29_reaclib);
-    rate_eval.screened_rates(k_p_Si28_to_P29_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Si28_to_P29_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Si28_to_P29_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Si28_to_He4_Al25_reaclib);
-    rate_eval.screened_rates(k_p_Si28_to_He4_Al25_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Si28_to_He4_Al25_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Si28_to_He4_Al25_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 14.0_rt, 28.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Si28_to_S32_reaclib);
-    rate_eval.screened_rates(k_He4_Si28_to_S32_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Si28_to_S32_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_S32_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Si28_to_p_P31_reaclib);
-    rate_eval.screened_rates(k_He4_Si28_to_p_P31_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Si28_to_p_P31_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_p_P31_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Si28_to_C12_Ne20_reaclib);
-    rate_eval.screened_rates(k_He4_Si28_to_C12_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Si28_to_C12_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_C12_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Si28_to_O16_O16_reaclib);
-    rate_eval.screened_rates(k_He4_Si28_to_O16_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Si28_to_O16_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_O16_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 14.0_rt, 29.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Si29_to_P30_reaclib);
-    rate_eval.screened_rates(k_p_Si29_to_P30_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Si29_to_P30_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Si29_to_P30_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Si29_to_n_P29_reaclib);
-    rate_eval.screened_rates(k_p_Si29_to_n_P29_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Si29_to_n_P29_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Si29_to_n_P29_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Si29_to_He4_Al26_reaclib);
-    rate_eval.screened_rates(k_p_Si29_to_He4_Al26_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Si29_to_He4_Al26_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Si29_to_He4_Al26_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 14.0_rt, 29.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Si29_to_S33_reaclib);
-    rate_eval.screened_rates(k_He4_Si29_to_S33_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Si29_to_S33_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Si29_to_S33_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Si29_to_n_S32_reaclib);
-    rate_eval.screened_rates(k_He4_Si29_to_n_S32_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Si29_to_n_S32_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Si29_to_n_S32_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Si29_to_p_P32_reaclib);
-    rate_eval.screened_rates(k_He4_Si29_to_p_P32_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Si29_to_p_P32_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Si29_to_p_P32_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 14.0_rt, 30.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Si30_to_P31_reaclib);
-    rate_eval.screened_rates(k_p_Si30_to_P31_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Si30_to_P31_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Si30_to_P31_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Si30_to_n_P30_reaclib);
-    rate_eval.screened_rates(k_p_Si30_to_n_P30_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Si30_to_n_P30_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Si30_to_n_P30_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Si30_to_He4_Al27_reaclib);
-    rate_eval.screened_rates(k_p_Si30_to_He4_Al27_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Si30_to_He4_Al27_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Si30_to_He4_Al27_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 14.0_rt, 30.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Si30_to_S34_reaclib);
-    rate_eval.screened_rates(k_He4_Si30_to_S34_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Si30_to_S34_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Si30_to_S34_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Si30_to_n_S33_reaclib);
-    rate_eval.screened_rates(k_He4_Si30_to_n_S33_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Si30_to_n_S33_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Si30_to_n_S33_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Si30_to_p_P33_reaclib);
-    rate_eval.screened_rates(k_He4_Si30_to_p_P33_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Si30_to_p_P33_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Si30_to_p_P33_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 14.0_rt, 31.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Si31_to_P32_reaclib);
-    rate_eval.screened_rates(k_p_Si31_to_P32_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Si31_to_P32_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Si31_to_P32_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Si31_to_n_P31_reaclib);
-    rate_eval.screened_rates(k_p_Si31_to_n_P31_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Si31_to_n_P31_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Si31_to_n_P31_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 14.0_rt, 31.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Si31_to_S35_reaclib);
-    rate_eval.screened_rates(k_He4_Si31_to_S35_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Si31_to_S35_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Si31_to_S35_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Si31_to_n_S34_reaclib);
-    rate_eval.screened_rates(k_He4_Si31_to_n_S34_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Si31_to_n_S34_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Si31_to_n_S34_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 14.0_rt, 32.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Si32_to_P33_reaclib);
-    rate_eval.screened_rates(k_p_Si32_to_P33_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Si32_to_P33_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Si32_to_P33_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Si32_to_n_P32_reaclib);
-    rate_eval.screened_rates(k_p_Si32_to_n_P32_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Si32_to_n_P32_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Si32_to_n_P32_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 14.0_rt, 32.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Si32_to_S36_reaclib);
-    rate_eval.screened_rates(k_He4_Si32_to_S36_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Si32_to_S36_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Si32_to_S36_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Si32_to_n_S35_reaclib);
-    rate_eval.screened_rates(k_He4_Si32_to_n_S35_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Si32_to_n_S35_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Si32_to_n_S35_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 15.0_rt, 29.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_P29_to_Cl33_reaclib);
-    rate_eval.screened_rates(k_He4_P29_to_Cl33_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_P29_to_Cl33_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_P29_to_Cl33_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_P29_to_p_S32_reaclib);
-    rate_eval.screened_rates(k_He4_P29_to_p_S32_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_P29_to_p_S32_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_P29_to_p_S32_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 15.0_rt, 30.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_P30_to_Cl34_reaclib);
-    rate_eval.screened_rates(k_He4_P30_to_Cl34_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_P30_to_Cl34_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_P30_to_Cl34_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_P30_to_n_Cl33_reaclib);
-    rate_eval.screened_rates(k_He4_P30_to_n_Cl33_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_P30_to_n_Cl33_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_P30_to_n_Cl33_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_P30_to_p_S33_reaclib);
-    rate_eval.screened_rates(k_He4_P30_to_p_S33_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_P30_to_p_S33_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_P30_to_p_S33_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 15.0_rt, 31.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_P31_to_S32_reaclib);
-    rate_eval.screened_rates(k_p_P31_to_S32_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_P31_to_S32_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_P31_to_S32_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_P31_to_He4_Si28_reaclib);
-    rate_eval.screened_rates(k_p_P31_to_He4_Si28_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_P31_to_He4_Si28_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_P31_to_He4_Si28_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_P31_to_C12_Ne20_reaclib);
-    rate_eval.screened_rates(k_p_P31_to_C12_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_P31_to_C12_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_P31_to_C12_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_P31_to_O16_O16_reaclib);
-    rate_eval.screened_rates(k_p_P31_to_O16_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_P31_to_O16_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_P31_to_O16_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 15.0_rt, 31.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_P31_to_Cl35_reaclib);
-    rate_eval.screened_rates(k_He4_P31_to_Cl35_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_P31_to_Cl35_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_P31_to_Cl35_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_P31_to_n_Cl34_reaclib);
-    rate_eval.screened_rates(k_He4_P31_to_n_Cl34_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_P31_to_n_Cl34_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_P31_to_n_Cl34_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_P31_to_p_S34_reaclib);
-    rate_eval.screened_rates(k_He4_P31_to_p_S34_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_P31_to_p_S34_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_P31_to_p_S34_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 15.0_rt, 32.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_P32_to_S33_reaclib);
-    rate_eval.screened_rates(k_p_P32_to_S33_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_P32_to_S33_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_P32_to_S33_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_P32_to_n_S32_reaclib);
-    rate_eval.screened_rates(k_p_P32_to_n_S32_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_P32_to_n_S32_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_P32_to_n_S32_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_P32_to_He4_Si29_reaclib);
-    rate_eval.screened_rates(k_p_P32_to_He4_Si29_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_P32_to_He4_Si29_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_P32_to_He4_Si29_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 15.0_rt, 32.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_P32_to_Cl36_reaclib);
-    rate_eval.screened_rates(k_He4_P32_to_Cl36_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_P32_to_Cl36_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_P32_to_Cl36_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_P32_to_n_Cl35_reaclib);
-    rate_eval.screened_rates(k_He4_P32_to_n_Cl35_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_P32_to_n_Cl35_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_P32_to_n_Cl35_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_P32_to_p_S35_reaclib);
-    rate_eval.screened_rates(k_He4_P32_to_p_S35_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_P32_to_p_S35_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_P32_to_p_S35_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 15.0_rt, 33.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_P33_to_S34_reaclib);
-    rate_eval.screened_rates(k_p_P33_to_S34_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_P33_to_S34_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_P33_to_S34_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_P33_to_n_S33_reaclib);
-    rate_eval.screened_rates(k_p_P33_to_n_S33_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_P33_to_n_S33_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_P33_to_n_S33_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_P33_to_He4_Si30_reaclib);
-    rate_eval.screened_rates(k_p_P33_to_He4_Si30_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_P33_to_He4_Si30_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_P33_to_He4_Si30_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 15.0_rt, 33.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_P33_to_Cl37_reaclib);
-    rate_eval.screened_rates(k_He4_P33_to_Cl37_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_P33_to_Cl37_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_P33_to_Cl37_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_P33_to_n_Cl36_reaclib);
-    rate_eval.screened_rates(k_He4_P33_to_n_Cl36_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_P33_to_n_Cl36_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_P33_to_n_Cl36_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_P33_to_p_S36_reaclib);
-    rate_eval.screened_rates(k_He4_P33_to_p_S36_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_P33_to_p_S36_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_P33_to_p_S36_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 16.0_rt, 32.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_S32_to_Cl33_reaclib);
-    rate_eval.screened_rates(k_p_S32_to_Cl33_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_S32_to_Cl33_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_S32_to_Cl33_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_S32_to_He4_P29_reaclib);
-    rate_eval.screened_rates(k_p_S32_to_He4_P29_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_S32_to_He4_P29_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_S32_to_He4_P29_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 16.0_rt, 32.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_S32_to_Ar36_reaclib);
-    rate_eval.screened_rates(k_He4_S32_to_Ar36_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_S32_to_p_Cl35_reaclib);
-    rate_eval.screened_rates(k_He4_S32_to_p_Cl35_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 16.0_rt, 33.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_S33_to_Cl34_reaclib);
-    rate_eval.screened_rates(k_p_S33_to_Cl34_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_S33_to_Cl34_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_S33_to_Cl34_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_S33_to_n_Cl33_reaclib);
-    rate_eval.screened_rates(k_p_S33_to_n_Cl33_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_S33_to_n_Cl33_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_S33_to_n_Cl33_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_S33_to_He4_P30_reaclib);
-    rate_eval.screened_rates(k_p_S33_to_He4_P30_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_S33_to_He4_P30_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_S33_to_He4_P30_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 16.0_rt, 33.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_S33_to_Ar37_reaclib);
-    rate_eval.screened_rates(k_He4_S33_to_Ar37_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_S33_to_Ar37_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_S33_to_Ar37_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_S33_to_n_Ar36_reaclib);
-    rate_eval.screened_rates(k_He4_S33_to_n_Ar36_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_S33_to_n_Ar36_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_S33_to_n_Ar36_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_S33_to_p_Cl36_reaclib);
-    rate_eval.screened_rates(k_He4_S33_to_p_Cl36_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_S33_to_p_Cl36_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_S33_to_p_Cl36_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 16.0_rt, 34.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_S34_to_Cl35_reaclib);
-    rate_eval.screened_rates(k_p_S34_to_Cl35_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_S34_to_Cl35_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_S34_to_Cl35_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_S34_to_n_Cl34_reaclib);
-    rate_eval.screened_rates(k_p_S34_to_n_Cl34_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_S34_to_n_Cl34_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_S34_to_n_Cl34_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_S34_to_He4_P31_reaclib);
-    rate_eval.screened_rates(k_p_S34_to_He4_P31_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_S34_to_He4_P31_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_S34_to_He4_P31_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 16.0_rt, 34.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_S34_to_Ar38_reaclib);
-    rate_eval.screened_rates(k_He4_S34_to_Ar38_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_S34_to_Ar38_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_S34_to_Ar38_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_S34_to_n_Ar37_reaclib);
-    rate_eval.screened_rates(k_He4_S34_to_n_Ar37_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_S34_to_n_Ar37_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_S34_to_n_Ar37_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_S34_to_p_Cl37_reaclib);
-    rate_eval.screened_rates(k_He4_S34_to_p_Cl37_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_S34_to_p_Cl37_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_S34_to_p_Cl37_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 16.0_rt, 35.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_S35_to_Cl36_reaclib);
-    rate_eval.screened_rates(k_p_S35_to_Cl36_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_S35_to_Cl36_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_S35_to_Cl36_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_S35_to_n_Cl35_reaclib);
-    rate_eval.screened_rates(k_p_S35_to_n_Cl35_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_S35_to_n_Cl35_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_S35_to_n_Cl35_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_S35_to_He4_P32_reaclib);
-    rate_eval.screened_rates(k_p_S35_to_He4_P32_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_S35_to_He4_P32_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_S35_to_He4_P32_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 16.0_rt, 35.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_S35_to_Ar39_reaclib);
-    rate_eval.screened_rates(k_He4_S35_to_Ar39_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_S35_to_Ar39_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_S35_to_Ar39_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_S35_to_n_Ar38_reaclib);
-    rate_eval.screened_rates(k_He4_S35_to_n_Ar38_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_S35_to_n_Ar38_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_S35_to_n_Ar38_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 16.0_rt, 36.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_S36_to_Cl37_reaclib);
-    rate_eval.screened_rates(k_p_S36_to_Cl37_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_S36_to_Cl37_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_S36_to_Cl37_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_S36_to_n_Cl36_reaclib);
-    rate_eval.screened_rates(k_p_S36_to_n_Cl36_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_S36_to_n_Cl36_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_S36_to_n_Cl36_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_S36_to_He4_P33_reaclib);
-    rate_eval.screened_rates(k_p_S36_to_He4_P33_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_S36_to_He4_P33_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_S36_to_He4_P33_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 16.0_rt, 36.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_S36_to_Ar40_reaclib);
-    rate_eval.screened_rates(k_He4_S36_to_Ar40_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_S36_to_Ar40_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_S36_to_Ar40_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_S36_to_n_Ar39_reaclib);
-    rate_eval.screened_rates(k_He4_S36_to_n_Ar39_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_S36_to_n_Ar39_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_S36_to_n_Ar39_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 17.0_rt, 33.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Cl33_to_K37_reaclib);
-    rate_eval.screened_rates(k_He4_Cl33_to_K37_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cl33_to_K37_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cl33_to_K37_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Cl33_to_p_Ar36_reaclib);
-    rate_eval.screened_rates(k_He4_Cl33_to_p_Ar36_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cl33_to_p_Ar36_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cl33_to_p_Ar36_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 17.0_rt, 34.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Cl34_to_K38_reaclib);
-    rate_eval.screened_rates(k_He4_Cl34_to_K38_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cl34_to_K38_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cl34_to_K38_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Cl34_to_n_K37_reaclib);
-    rate_eval.screened_rates(k_He4_Cl34_to_n_K37_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cl34_to_n_K37_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cl34_to_n_K37_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Cl34_to_p_Ar37_reaclib);
-    rate_eval.screened_rates(k_He4_Cl34_to_p_Ar37_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cl34_to_p_Ar37_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cl34_to_p_Ar37_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 17.0_rt, 35.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cl35_to_Ar36_reaclib);
-    rate_eval.screened_rates(k_p_Cl35_to_Ar36_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cl35_to_He4_S32_reaclib);
-    rate_eval.screened_rates(k_p_Cl35_to_He4_S32_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 17.0_rt, 35.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Cl35_to_K39_reaclib);
-    rate_eval.screened_rates(k_He4_Cl35_to_K39_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cl35_to_K39_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cl35_to_K39_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Cl35_to_n_K38_reaclib);
-    rate_eval.screened_rates(k_He4_Cl35_to_n_K38_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cl35_to_n_K38_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cl35_to_n_K38_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Cl35_to_p_Ar38_reaclib);
-    rate_eval.screened_rates(k_He4_Cl35_to_p_Ar38_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cl35_to_p_Ar38_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cl35_to_p_Ar38_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 17.0_rt, 36.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cl36_to_Ar37_reaclib);
-    rate_eval.screened_rates(k_p_Cl36_to_Ar37_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cl36_to_Ar37_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cl36_to_Ar37_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cl36_to_n_Ar36_reaclib);
-    rate_eval.screened_rates(k_p_Cl36_to_n_Ar36_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cl36_to_n_Ar36_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cl36_to_n_Ar36_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cl36_to_He4_S33_reaclib);
-    rate_eval.screened_rates(k_p_Cl36_to_He4_S33_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cl36_to_He4_S33_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cl36_to_He4_S33_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 17.0_rt, 36.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Cl36_to_K40_reaclib);
-    rate_eval.screened_rates(k_He4_Cl36_to_K40_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cl36_to_K40_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cl36_to_K40_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Cl36_to_n_K39_reaclib);
-    rate_eval.screened_rates(k_He4_Cl36_to_n_K39_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cl36_to_n_K39_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cl36_to_n_K39_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Cl36_to_p_Ar39_reaclib);
-    rate_eval.screened_rates(k_He4_Cl36_to_p_Ar39_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cl36_to_p_Ar39_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cl36_to_p_Ar39_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 17.0_rt, 37.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cl37_to_Ar38_reaclib);
-    rate_eval.screened_rates(k_p_Cl37_to_Ar38_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cl37_to_Ar38_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cl37_to_Ar38_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cl37_to_n_Ar37_reaclib);
-    rate_eval.screened_rates(k_p_Cl37_to_n_Ar37_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cl37_to_n_Ar37_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cl37_to_n_Ar37_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cl37_to_He4_S34_reaclib);
-    rate_eval.screened_rates(k_p_Cl37_to_He4_S34_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cl37_to_He4_S34_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cl37_to_He4_S34_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 17.0_rt, 37.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Cl37_to_K41_reaclib);
-    rate_eval.screened_rates(k_He4_Cl37_to_K41_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cl37_to_K41_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cl37_to_K41_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Cl37_to_n_K40_reaclib);
-    rate_eval.screened_rates(k_He4_Cl37_to_n_K40_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cl37_to_n_K40_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cl37_to_n_K40_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Cl37_to_p_Ar40_reaclib);
-    rate_eval.screened_rates(k_He4_Cl37_to_p_Ar40_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cl37_to_p_Ar40_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cl37_to_p_Ar40_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 18.0_rt, 36.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ar36_to_K37_reaclib);
-    rate_eval.screened_rates(k_p_Ar36_to_K37_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ar36_to_K37_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ar36_to_K37_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ar36_to_He4_Cl33_reaclib);
-    rate_eval.screened_rates(k_p_Ar36_to_He4_Cl33_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ar36_to_He4_Cl33_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ar36_to_He4_Cl33_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 18.0_rt, 36.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ar36_to_Ca40_reaclib);
-    rate_eval.screened_rates(k_He4_Ar36_to_Ca40_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ar36_to_p_K39_reaclib);
-    rate_eval.screened_rates(k_He4_Ar36_to_p_K39_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 18.0_rt, 37.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ar37_to_K38_reaclib);
-    rate_eval.screened_rates(k_p_Ar37_to_K38_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ar37_to_K38_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ar37_to_K38_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ar37_to_n_K37_reaclib);
-    rate_eval.screened_rates(k_p_Ar37_to_n_K37_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ar37_to_n_K37_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ar37_to_n_K37_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ar37_to_He4_Cl34_reaclib);
-    rate_eval.screened_rates(k_p_Ar37_to_He4_Cl34_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ar37_to_He4_Cl34_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ar37_to_He4_Cl34_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 18.0_rt, 37.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ar37_to_Ca41_reaclib);
-    rate_eval.screened_rates(k_He4_Ar37_to_Ca41_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ar37_to_Ca41_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ar37_to_Ca41_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ar37_to_n_Ca40_reaclib);
-    rate_eval.screened_rates(k_He4_Ar37_to_n_Ca40_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ar37_to_n_Ca40_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ar37_to_n_Ca40_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ar37_to_p_K40_reaclib);
-    rate_eval.screened_rates(k_He4_Ar37_to_p_K40_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ar37_to_p_K40_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ar37_to_p_K40_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 18.0_rt, 38.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ar38_to_K39_reaclib);
-    rate_eval.screened_rates(k_p_Ar38_to_K39_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ar38_to_K39_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ar38_to_K39_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ar38_to_n_K38_reaclib);
-    rate_eval.screened_rates(k_p_Ar38_to_n_K38_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ar38_to_n_K38_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ar38_to_n_K38_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ar38_to_He4_Cl35_reaclib);
-    rate_eval.screened_rates(k_p_Ar38_to_He4_Cl35_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ar38_to_He4_Cl35_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ar38_to_He4_Cl35_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 18.0_rt, 38.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ar38_to_Ca42_reaclib);
-    rate_eval.screened_rates(k_He4_Ar38_to_Ca42_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ar38_to_Ca42_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ar38_to_Ca42_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ar38_to_n_Ca41_reaclib);
-    rate_eval.screened_rates(k_He4_Ar38_to_n_Ca41_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ar38_to_n_Ca41_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ar38_to_n_Ca41_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ar38_to_p_K41_reaclib);
-    rate_eval.screened_rates(k_He4_Ar38_to_p_K41_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ar38_to_p_K41_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ar38_to_p_K41_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 18.0_rt, 39.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ar39_to_K40_reaclib);
-    rate_eval.screened_rates(k_p_Ar39_to_K40_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ar39_to_K40_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ar39_to_K40_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ar39_to_n_K39_reaclib);
-    rate_eval.screened_rates(k_p_Ar39_to_n_K39_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ar39_to_n_K39_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ar39_to_n_K39_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ar39_to_He4_Cl36_reaclib);
-    rate_eval.screened_rates(k_p_Ar39_to_He4_Cl36_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ar39_to_He4_Cl36_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ar39_to_He4_Cl36_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 18.0_rt, 39.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ar39_to_Ca43_reaclib);
-    rate_eval.screened_rates(k_He4_Ar39_to_Ca43_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ar39_to_Ca43_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ar39_to_Ca43_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ar39_to_n_Ca42_reaclib);
-    rate_eval.screened_rates(k_He4_Ar39_to_n_Ca42_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ar39_to_n_Ca42_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ar39_to_n_Ca42_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 18.0_rt, 40.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ar40_to_K41_reaclib);
-    rate_eval.screened_rates(k_p_Ar40_to_K41_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ar40_to_K41_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ar40_to_K41_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ar40_to_n_K40_reaclib);
-    rate_eval.screened_rates(k_p_Ar40_to_n_K40_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ar40_to_n_K40_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ar40_to_n_K40_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ar40_to_He4_Cl37_reaclib);
-    rate_eval.screened_rates(k_p_Ar40_to_He4_Cl37_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ar40_to_He4_Cl37_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ar40_to_He4_Cl37_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 18.0_rt, 40.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ar40_to_Ca44_reaclib);
-    rate_eval.screened_rates(k_He4_Ar40_to_Ca44_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ar40_to_Ca44_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ar40_to_Ca44_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ar40_to_n_Ca43_reaclib);
-    rate_eval.screened_rates(k_He4_Ar40_to_n_Ca43_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ar40_to_n_Ca43_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ar40_to_n_Ca43_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 19.0_rt, 39.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_K39_to_Ca40_reaclib);
-    rate_eval.screened_rates(k_p_K39_to_Ca40_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_K39_to_He4_Ar36_reaclib);
-    rate_eval.screened_rates(k_p_K39_to_He4_Ar36_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 19.0_rt, 39.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_K39_to_Sc43_reaclib);
-    rate_eval.screened_rates(k_He4_K39_to_Sc43_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_K39_to_Sc43_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_K39_to_Sc43_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_K39_to_p_Ca42_reaclib);
-    rate_eval.screened_rates(k_He4_K39_to_p_Ca42_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_K39_to_p_Ca42_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_K39_to_p_Ca42_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 19.0_rt, 40.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_K40_to_Ca41_reaclib);
-    rate_eval.screened_rates(k_p_K40_to_Ca41_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_K40_to_Ca41_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_K40_to_Ca41_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_K40_to_n_Ca40_reaclib);
-    rate_eval.screened_rates(k_p_K40_to_n_Ca40_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_K40_to_n_Ca40_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_K40_to_n_Ca40_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_K40_to_He4_Ar37_reaclib);
-    rate_eval.screened_rates(k_p_K40_to_He4_Ar37_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_K40_to_He4_Ar37_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_K40_to_He4_Ar37_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 19.0_rt, 40.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_K40_to_Sc44_reaclib);
-    rate_eval.screened_rates(k_He4_K40_to_Sc44_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_K40_to_Sc44_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_K40_to_Sc44_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_K40_to_n_Sc43_reaclib);
-    rate_eval.screened_rates(k_He4_K40_to_n_Sc43_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_K40_to_n_Sc43_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_K40_to_n_Sc43_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_K40_to_p_Ca43_reaclib);
-    rate_eval.screened_rates(k_He4_K40_to_p_Ca43_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_K40_to_p_Ca43_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_K40_to_p_Ca43_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 19.0_rt, 41.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_K41_to_Ca42_reaclib);
-    rate_eval.screened_rates(k_p_K41_to_Ca42_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_K41_to_Ca42_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_K41_to_Ca42_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_K41_to_n_Ca41_reaclib);
-    rate_eval.screened_rates(k_p_K41_to_n_Ca41_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_K41_to_n_Ca41_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_K41_to_n_Ca41_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_K41_to_He4_Ar38_reaclib);
-    rate_eval.screened_rates(k_p_K41_to_He4_Ar38_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_K41_to_He4_Ar38_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_K41_to_He4_Ar38_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 19.0_rt, 41.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_K41_to_Sc45_reaclib);
-    rate_eval.screened_rates(k_He4_K41_to_Sc45_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_K41_to_Sc45_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_K41_to_Sc45_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_K41_to_n_Sc44_reaclib);
-    rate_eval.screened_rates(k_He4_K41_to_n_Sc44_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_K41_to_n_Sc44_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_K41_to_n_Sc44_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_K41_to_p_Ca44_reaclib);
-    rate_eval.screened_rates(k_He4_K41_to_p_Ca44_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_K41_to_p_Ca44_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_K41_to_p_Ca44_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 20.0_rt, 40.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ca40_to_Ti44_reaclib);
-    rate_eval.screened_rates(k_He4_Ca40_to_Ti44_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_reaclib);
-    rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 20.0_rt, 41.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ca41_to_Ti45_reaclib);
-    rate_eval.screened_rates(k_He4_Ca41_to_Ti45_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ca41_to_Ti45_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ca41_to_Ti45_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ca41_to_n_Ti44_reaclib);
-    rate_eval.screened_rates(k_He4_Ca41_to_n_Ti44_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ca41_to_n_Ti44_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ca41_to_n_Ti44_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ca41_to_p_Sc44_reaclib);
-    rate_eval.screened_rates(k_He4_Ca41_to_p_Sc44_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ca41_to_p_Sc44_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ca41_to_p_Sc44_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 20.0_rt, 42.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ca42_to_Sc43_reaclib);
-    rate_eval.screened_rates(k_p_Ca42_to_Sc43_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ca42_to_Sc43_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ca42_to_Sc43_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ca42_to_He4_K39_reaclib);
-    rate_eval.screened_rates(k_p_Ca42_to_He4_K39_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ca42_to_He4_K39_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ca42_to_He4_K39_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 20.0_rt, 42.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ca42_to_Ti46_reaclib);
-    rate_eval.screened_rates(k_He4_Ca42_to_Ti46_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ca42_to_Ti46_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ca42_to_Ti46_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ca42_to_n_Ti45_reaclib);
-    rate_eval.screened_rates(k_He4_Ca42_to_n_Ti45_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ca42_to_n_Ti45_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ca42_to_n_Ti45_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ca42_to_p_Sc45_reaclib);
-    rate_eval.screened_rates(k_He4_Ca42_to_p_Sc45_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ca42_to_p_Sc45_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ca42_to_p_Sc45_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 20.0_rt, 43.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ca43_to_Sc44_reaclib);
-    rate_eval.screened_rates(k_p_Ca43_to_Sc44_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ca43_to_Sc44_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ca43_to_Sc44_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ca43_to_n_Sc43_reaclib);
-    rate_eval.screened_rates(k_p_Ca43_to_n_Sc43_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ca43_to_n_Sc43_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ca43_to_n_Sc43_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ca43_to_He4_K40_reaclib);
-    rate_eval.screened_rates(k_p_Ca43_to_He4_K40_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ca43_to_He4_K40_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ca43_to_He4_K40_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 20.0_rt, 43.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ca43_to_Ti47_reaclib);
-    rate_eval.screened_rates(k_He4_Ca43_to_Ti47_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ca43_to_Ti47_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ca43_to_Ti47_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ca43_to_n_Ti46_reaclib);
-    rate_eval.screened_rates(k_He4_Ca43_to_n_Ti46_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ca43_to_n_Ti46_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ca43_to_n_Ti46_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ca43_to_p_Sc46_reaclib);
-    rate_eval.screened_rates(k_He4_Ca43_to_p_Sc46_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ca43_to_p_Sc46_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ca43_to_p_Sc46_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 20.0_rt, 44.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ca44_to_Sc45_reaclib);
-    rate_eval.screened_rates(k_p_Ca44_to_Sc45_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ca44_to_Sc45_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ca44_to_Sc45_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ca44_to_n_Sc44_reaclib);
-    rate_eval.screened_rates(k_p_Ca44_to_n_Sc44_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ca44_to_n_Sc44_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ca44_to_n_Sc44_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ca44_to_He4_K41_reaclib);
-    rate_eval.screened_rates(k_p_Ca44_to_He4_K41_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ca44_to_He4_K41_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ca44_to_He4_K41_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 20.0_rt, 44.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ca44_to_Ti48_reaclib);
-    rate_eval.screened_rates(k_He4_Ca44_to_Ti48_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ca44_to_Ti48_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ca44_to_Ti48_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ca44_to_n_Ti47_reaclib);
-    rate_eval.screened_rates(k_He4_Ca44_to_n_Ti47_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ca44_to_n_Ti47_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ca44_to_n_Ti47_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ca44_to_p_Sc47_reaclib);
-    rate_eval.screened_rates(k_He4_Ca44_to_p_Sc47_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ca44_to_p_Sc47_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ca44_to_p_Sc47_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 20.0_rt, 45.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ca45_to_Sc46_reaclib);
-    rate_eval.screened_rates(k_p_Ca45_to_Sc46_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ca45_to_Sc46_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ca45_to_Sc46_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ca45_to_n_Sc45_reaclib);
-    rate_eval.screened_rates(k_p_Ca45_to_n_Sc45_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ca45_to_n_Sc45_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ca45_to_n_Sc45_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 20.0_rt, 45.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ca45_to_Ti49_reaclib);
-    rate_eval.screened_rates(k_He4_Ca45_to_Ti49_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ca45_to_Ti49_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ca45_to_Ti49_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ca45_to_n_Ti48_reaclib);
-    rate_eval.screened_rates(k_He4_Ca45_to_n_Ti48_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ca45_to_n_Ti48_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ca45_to_n_Ti48_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ca45_to_p_Sc48_reaclib);
-    rate_eval.screened_rates(k_He4_Ca45_to_p_Sc48_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ca45_to_p_Sc48_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ca45_to_p_Sc48_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 20.0_rt, 46.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ca46_to_Sc47_reaclib);
-    rate_eval.screened_rates(k_p_Ca46_to_Sc47_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ca46_to_Sc47_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ca46_to_Sc47_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ca46_to_n_Sc46_reaclib);
-    rate_eval.screened_rates(k_p_Ca46_to_n_Sc46_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ca46_to_n_Sc46_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ca46_to_n_Sc46_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 20.0_rt, 46.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ca46_to_Ti50_reaclib);
-    rate_eval.screened_rates(k_He4_Ca46_to_Ti50_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ca46_to_Ti50_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ca46_to_Ti50_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ca46_to_n_Ti49_reaclib);
-    rate_eval.screened_rates(k_He4_Ca46_to_n_Ti49_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ca46_to_n_Ti49_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ca46_to_n_Ti49_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ca46_to_p_Sc49_reaclib);
-    rate_eval.screened_rates(k_He4_Ca46_to_p_Sc49_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ca46_to_p_Sc49_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ca46_to_p_Sc49_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 20.0_rt, 47.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ca47_to_Sc48_reaclib);
-    rate_eval.screened_rates(k_p_Ca47_to_Sc48_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ca47_to_Sc48_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ca47_to_Sc48_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ca47_to_n_Sc47_reaclib);
-    rate_eval.screened_rates(k_p_Ca47_to_n_Sc47_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ca47_to_n_Sc47_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ca47_to_n_Sc47_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 20.0_rt, 47.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ca47_to_Ti51_reaclib);
-    rate_eval.screened_rates(k_He4_Ca47_to_Ti51_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ca47_to_Ti51_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ca47_to_Ti51_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ca47_to_n_Ti50_reaclib);
-    rate_eval.screened_rates(k_He4_Ca47_to_n_Ti50_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ca47_to_n_Ti50_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ca47_to_n_Ti50_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 20.0_rt, 48.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ca48_to_Sc49_reaclib);
-    rate_eval.screened_rates(k_p_Ca48_to_Sc49_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ca48_to_Sc49_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ca48_to_Sc49_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ca48_to_n_Sc48_reaclib);
-    rate_eval.screened_rates(k_p_Ca48_to_n_Sc48_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ca48_to_n_Sc48_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ca48_to_n_Sc48_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 21.0_rt, 43.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Sc43_to_Ti44_reaclib);
-    rate_eval.screened_rates(k_p_Sc43_to_Ti44_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_reaclib);
-    rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 21.0_rt, 43.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Sc43_to_V47_reaclib);
-    rate_eval.screened_rates(k_He4_Sc43_to_V47_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Sc43_to_V47_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Sc43_to_V47_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Sc43_to_n_V46_reaclib);
-    rate_eval.screened_rates(k_He4_Sc43_to_n_V46_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Sc43_to_n_V46_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Sc43_to_n_V46_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Sc43_to_p_Ti46_reaclib);
-    rate_eval.screened_rates(k_He4_Sc43_to_p_Ti46_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Sc43_to_p_Ti46_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Sc43_to_p_Ti46_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 21.0_rt, 44.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Sc44_to_Ti45_reaclib);
-    rate_eval.screened_rates(k_p_Sc44_to_Ti45_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Sc44_to_Ti45_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Sc44_to_Ti45_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Sc44_to_n_Ti44_reaclib);
-    rate_eval.screened_rates(k_p_Sc44_to_n_Ti44_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Sc44_to_n_Ti44_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Sc44_to_n_Ti44_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Sc44_to_He4_Ca41_reaclib);
-    rate_eval.screened_rates(k_p_Sc44_to_He4_Ca41_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Sc44_to_He4_Ca41_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Sc44_to_He4_Ca41_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 21.0_rt, 44.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Sc44_to_V48_reaclib);
-    rate_eval.screened_rates(k_He4_Sc44_to_V48_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Sc44_to_V48_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Sc44_to_V48_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Sc44_to_n_V47_reaclib);
-    rate_eval.screened_rates(k_He4_Sc44_to_n_V47_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Sc44_to_n_V47_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Sc44_to_n_V47_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Sc44_to_p_Ti47_reaclib);
-    rate_eval.screened_rates(k_He4_Sc44_to_p_Ti47_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Sc44_to_p_Ti47_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Sc44_to_p_Ti47_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 21.0_rt, 45.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Sc45_to_Ti46_reaclib);
-    rate_eval.screened_rates(k_p_Sc45_to_Ti46_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Sc45_to_Ti46_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Sc45_to_Ti46_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Sc45_to_n_Ti45_reaclib);
-    rate_eval.screened_rates(k_p_Sc45_to_n_Ti45_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Sc45_to_n_Ti45_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Sc45_to_n_Ti45_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Sc45_to_He4_Ca42_reaclib);
-    rate_eval.screened_rates(k_p_Sc45_to_He4_Ca42_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Sc45_to_He4_Ca42_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Sc45_to_He4_Ca42_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 21.0_rt, 45.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Sc45_to_V49_reaclib);
-    rate_eval.screened_rates(k_He4_Sc45_to_V49_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Sc45_to_V49_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Sc45_to_V49_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Sc45_to_n_V48_reaclib);
-    rate_eval.screened_rates(k_He4_Sc45_to_n_V48_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Sc45_to_n_V48_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Sc45_to_n_V48_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Sc45_to_p_Ti48_reaclib);
-    rate_eval.screened_rates(k_He4_Sc45_to_p_Ti48_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Sc45_to_p_Ti48_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Sc45_to_p_Ti48_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 21.0_rt, 46.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Sc46_to_Ti47_reaclib);
-    rate_eval.screened_rates(k_p_Sc46_to_Ti47_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Sc46_to_Ti47_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Sc46_to_Ti47_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Sc46_to_n_Ti46_reaclib);
-    rate_eval.screened_rates(k_p_Sc46_to_n_Ti46_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Sc46_to_n_Ti46_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Sc46_to_n_Ti46_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Sc46_to_He4_Ca43_reaclib);
-    rate_eval.screened_rates(k_p_Sc46_to_He4_Ca43_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Sc46_to_He4_Ca43_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Sc46_to_He4_Ca43_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 21.0_rt, 46.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Sc46_to_V50_reaclib);
-    rate_eval.screened_rates(k_He4_Sc46_to_V50_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Sc46_to_V50_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Sc46_to_V50_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Sc46_to_n_V49_reaclib);
-    rate_eval.screened_rates(k_He4_Sc46_to_n_V49_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Sc46_to_n_V49_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Sc46_to_n_V49_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Sc46_to_p_Ti49_reaclib);
-    rate_eval.screened_rates(k_He4_Sc46_to_p_Ti49_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Sc46_to_p_Ti49_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Sc46_to_p_Ti49_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 21.0_rt, 47.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Sc47_to_Ti48_reaclib);
-    rate_eval.screened_rates(k_p_Sc47_to_Ti48_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Sc47_to_Ti48_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Sc47_to_Ti48_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Sc47_to_n_Ti47_reaclib);
-    rate_eval.screened_rates(k_p_Sc47_to_n_Ti47_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Sc47_to_n_Ti47_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Sc47_to_n_Ti47_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Sc47_to_He4_Ca44_reaclib);
-    rate_eval.screened_rates(k_p_Sc47_to_He4_Ca44_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Sc47_to_He4_Ca44_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Sc47_to_He4_Ca44_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 21.0_rt, 47.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Sc47_to_V51_reaclib);
-    rate_eval.screened_rates(k_He4_Sc47_to_V51_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Sc47_to_V51_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Sc47_to_V51_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Sc47_to_n_V50_reaclib);
-    rate_eval.screened_rates(k_He4_Sc47_to_n_V50_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Sc47_to_n_V50_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Sc47_to_n_V50_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Sc47_to_p_Ti50_reaclib);
-    rate_eval.screened_rates(k_He4_Sc47_to_p_Ti50_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Sc47_to_p_Ti50_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Sc47_to_p_Ti50_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 21.0_rt, 48.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Sc48_to_Ti49_reaclib);
-    rate_eval.screened_rates(k_p_Sc48_to_Ti49_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Sc48_to_Ti49_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Sc48_to_Ti49_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Sc48_to_n_Ti48_reaclib);
-    rate_eval.screened_rates(k_p_Sc48_to_n_Ti48_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Sc48_to_n_Ti48_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Sc48_to_n_Ti48_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Sc48_to_He4_Ca45_reaclib);
-    rate_eval.screened_rates(k_p_Sc48_to_He4_Ca45_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Sc48_to_He4_Ca45_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Sc48_to_He4_Ca45_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 21.0_rt, 48.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Sc48_to_V52_reaclib);
-    rate_eval.screened_rates(k_He4_Sc48_to_V52_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Sc48_to_V52_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Sc48_to_V52_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Sc48_to_n_V51_reaclib);
-    rate_eval.screened_rates(k_He4_Sc48_to_n_V51_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Sc48_to_n_V51_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Sc48_to_n_V51_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Sc48_to_p_Ti51_reaclib);
-    rate_eval.screened_rates(k_He4_Sc48_to_p_Ti51_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Sc48_to_p_Ti51_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Sc48_to_p_Ti51_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 21.0_rt, 49.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Sc49_to_Ti50_reaclib);
-    rate_eval.screened_rates(k_p_Sc49_to_Ti50_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Sc49_to_Ti50_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Sc49_to_Ti50_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Sc49_to_n_Ti49_reaclib);
-    rate_eval.screened_rates(k_p_Sc49_to_n_Ti49_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Sc49_to_n_Ti49_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Sc49_to_n_Ti49_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Sc49_to_He4_Ca46_reaclib);
-    rate_eval.screened_rates(k_p_Sc49_to_He4_Ca46_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Sc49_to_He4_Ca46_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Sc49_to_He4_Ca46_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 22.0_rt, 44.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ti44_to_Cr48_reaclib);
-    rate_eval.screened_rates(k_He4_Ti44_to_Cr48_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ti44_to_p_V47_reaclib);
-    rate_eval.screened_rates(k_He4_Ti44_to_p_V47_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 22.0_rt, 45.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ti45_to_V46_reaclib);
-    rate_eval.screened_rates(k_p_Ti45_to_V46_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ti45_to_V46_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ti45_to_V46_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 22.0_rt, 45.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ti45_to_Cr49_reaclib);
-    rate_eval.screened_rates(k_He4_Ti45_to_Cr49_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ti45_to_Cr49_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ti45_to_Cr49_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ti45_to_n_Cr48_reaclib);
-    rate_eval.screened_rates(k_He4_Ti45_to_n_Cr48_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ti45_to_n_Cr48_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ti45_to_n_Cr48_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ti45_to_p_V48_reaclib);
-    rate_eval.screened_rates(k_He4_Ti45_to_p_V48_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ti45_to_p_V48_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ti45_to_p_V48_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 22.0_rt, 46.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ti46_to_V47_reaclib);
-    rate_eval.screened_rates(k_p_Ti46_to_V47_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ti46_to_V47_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ti46_to_V47_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ti46_to_n_V46_reaclib);
-    rate_eval.screened_rates(k_p_Ti46_to_n_V46_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ti46_to_n_V46_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ti46_to_n_V46_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ti46_to_He4_Sc43_reaclib);
-    rate_eval.screened_rates(k_p_Ti46_to_He4_Sc43_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ti46_to_He4_Sc43_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ti46_to_He4_Sc43_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 22.0_rt, 46.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ti46_to_Cr50_reaclib);
-    rate_eval.screened_rates(k_He4_Ti46_to_Cr50_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ti46_to_Cr50_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ti46_to_Cr50_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ti46_to_n_Cr49_reaclib);
-    rate_eval.screened_rates(k_He4_Ti46_to_n_Cr49_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ti46_to_n_Cr49_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ti46_to_n_Cr49_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ti46_to_p_V49_reaclib);
-    rate_eval.screened_rates(k_He4_Ti46_to_p_V49_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ti46_to_p_V49_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ti46_to_p_V49_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 22.0_rt, 47.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ti47_to_V48_reaclib);
-    rate_eval.screened_rates(k_p_Ti47_to_V48_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ti47_to_V48_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ti47_to_V48_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ti47_to_n_V47_reaclib);
-    rate_eval.screened_rates(k_p_Ti47_to_n_V47_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ti47_to_n_V47_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ti47_to_n_V47_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ti47_to_He4_Sc44_reaclib);
-    rate_eval.screened_rates(k_p_Ti47_to_He4_Sc44_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ti47_to_He4_Sc44_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ti47_to_He4_Sc44_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 22.0_rt, 47.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ti47_to_Cr51_reaclib);
-    rate_eval.screened_rates(k_He4_Ti47_to_Cr51_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ti47_to_Cr51_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ti47_to_Cr51_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ti47_to_n_Cr50_reaclib);
-    rate_eval.screened_rates(k_He4_Ti47_to_n_Cr50_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ti47_to_n_Cr50_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ti47_to_n_Cr50_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ti47_to_p_V50_reaclib);
-    rate_eval.screened_rates(k_He4_Ti47_to_p_V50_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ti47_to_p_V50_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ti47_to_p_V50_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 22.0_rt, 48.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ti48_to_V49_reaclib);
-    rate_eval.screened_rates(k_p_Ti48_to_V49_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ti48_to_V49_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ti48_to_V49_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ti48_to_n_V48_reaclib);
-    rate_eval.screened_rates(k_p_Ti48_to_n_V48_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ti48_to_n_V48_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ti48_to_n_V48_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ti48_to_He4_Sc45_reaclib);
-    rate_eval.screened_rates(k_p_Ti48_to_He4_Sc45_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ti48_to_He4_Sc45_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ti48_to_He4_Sc45_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 22.0_rt, 48.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ti48_to_Cr52_reaclib);
-    rate_eval.screened_rates(k_He4_Ti48_to_Cr52_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ti48_to_Cr52_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ti48_to_Cr52_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ti48_to_n_Cr51_reaclib);
-    rate_eval.screened_rates(k_He4_Ti48_to_n_Cr51_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ti48_to_n_Cr51_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ti48_to_n_Cr51_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ti48_to_p_V51_reaclib);
-    rate_eval.screened_rates(k_He4_Ti48_to_p_V51_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ti48_to_p_V51_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ti48_to_p_V51_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 22.0_rt, 49.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ti49_to_V50_reaclib);
-    rate_eval.screened_rates(k_p_Ti49_to_V50_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ti49_to_V50_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ti49_to_V50_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ti49_to_n_V49_reaclib);
-    rate_eval.screened_rates(k_p_Ti49_to_n_V49_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ti49_to_n_V49_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ti49_to_n_V49_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ti49_to_He4_Sc46_reaclib);
-    rate_eval.screened_rates(k_p_Ti49_to_He4_Sc46_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ti49_to_He4_Sc46_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ti49_to_He4_Sc46_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 22.0_rt, 49.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ti49_to_Cr53_reaclib);
-    rate_eval.screened_rates(k_He4_Ti49_to_Cr53_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ti49_to_Cr53_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ti49_to_Cr53_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ti49_to_n_Cr52_reaclib);
-    rate_eval.screened_rates(k_He4_Ti49_to_n_Cr52_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ti49_to_n_Cr52_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ti49_to_n_Cr52_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ti49_to_p_V52_reaclib);
-    rate_eval.screened_rates(k_He4_Ti49_to_p_V52_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ti49_to_p_V52_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ti49_to_p_V52_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 22.0_rt, 50.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ti50_to_V51_reaclib);
-    rate_eval.screened_rates(k_p_Ti50_to_V51_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ti50_to_V51_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ti50_to_V51_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ti50_to_n_V50_reaclib);
-    rate_eval.screened_rates(k_p_Ti50_to_n_V50_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ti50_to_n_V50_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ti50_to_n_V50_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ti50_to_He4_Sc47_reaclib);
-    rate_eval.screened_rates(k_p_Ti50_to_He4_Sc47_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ti50_to_He4_Sc47_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ti50_to_He4_Sc47_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 22.0_rt, 50.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ti50_to_Cr54_reaclib);
-    rate_eval.screened_rates(k_He4_Ti50_to_Cr54_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ti50_to_Cr54_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ti50_to_Cr54_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ti50_to_n_Cr53_reaclib);
-    rate_eval.screened_rates(k_He4_Ti50_to_n_Cr53_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ti50_to_n_Cr53_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ti50_to_n_Cr53_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 22.0_rt, 51.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ti51_to_V52_reaclib);
-    rate_eval.screened_rates(k_p_Ti51_to_V52_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ti51_to_V52_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ti51_to_V52_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ti51_to_n_V51_reaclib);
-    rate_eval.screened_rates(k_p_Ti51_to_n_V51_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ti51_to_n_V51_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ti51_to_n_V51_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ti51_to_He4_Sc48_reaclib);
-    rate_eval.screened_rates(k_p_Ti51_to_He4_Sc48_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ti51_to_He4_Sc48_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ti51_to_He4_Sc48_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 23.0_rt, 46.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_V46_to_Mn50_reaclib);
-    rate_eval.screened_rates(k_He4_V46_to_Mn50_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_V46_to_Mn50_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_V46_to_Mn50_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_V46_to_p_Cr49_reaclib);
-    rate_eval.screened_rates(k_He4_V46_to_p_Cr49_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_V46_to_p_Cr49_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_V46_to_p_Cr49_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 23.0_rt, 47.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_V47_to_Cr48_reaclib);
-    rate_eval.screened_rates(k_p_V47_to_Cr48_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_V47_to_He4_Ti44_reaclib);
-    rate_eval.screened_rates(k_p_V47_to_He4_Ti44_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 23.0_rt, 47.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_V47_to_Mn51_reaclib);
-    rate_eval.screened_rates(k_He4_V47_to_Mn51_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_V47_to_Mn51_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_V47_to_Mn51_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_V47_to_n_Mn50_reaclib);
-    rate_eval.screened_rates(k_He4_V47_to_n_Mn50_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_V47_to_n_Mn50_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_V47_to_n_Mn50_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_V47_to_p_Cr50_reaclib);
-    rate_eval.screened_rates(k_He4_V47_to_p_Cr50_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_V47_to_p_Cr50_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_V47_to_p_Cr50_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 23.0_rt, 48.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_V48_to_Cr49_reaclib);
-    rate_eval.screened_rates(k_p_V48_to_Cr49_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_V48_to_Cr49_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_V48_to_Cr49_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_V48_to_n_Cr48_reaclib);
-    rate_eval.screened_rates(k_p_V48_to_n_Cr48_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_V48_to_n_Cr48_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_V48_to_n_Cr48_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_V48_to_He4_Ti45_reaclib);
-    rate_eval.screened_rates(k_p_V48_to_He4_Ti45_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_V48_to_He4_Ti45_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_V48_to_He4_Ti45_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 23.0_rt, 48.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_V48_to_Mn52_reaclib);
-    rate_eval.screened_rates(k_He4_V48_to_Mn52_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_V48_to_Mn52_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_V48_to_Mn52_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_V48_to_n_Mn51_reaclib);
-    rate_eval.screened_rates(k_He4_V48_to_n_Mn51_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_V48_to_n_Mn51_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_V48_to_n_Mn51_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_V48_to_p_Cr51_reaclib);
-    rate_eval.screened_rates(k_He4_V48_to_p_Cr51_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_V48_to_p_Cr51_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_V48_to_p_Cr51_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 23.0_rt, 49.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_V49_to_Cr50_reaclib);
-    rate_eval.screened_rates(k_p_V49_to_Cr50_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_V49_to_Cr50_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_V49_to_Cr50_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_V49_to_n_Cr49_reaclib);
-    rate_eval.screened_rates(k_p_V49_to_n_Cr49_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_V49_to_n_Cr49_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_V49_to_n_Cr49_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_V49_to_He4_Ti46_reaclib);
-    rate_eval.screened_rates(k_p_V49_to_He4_Ti46_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_V49_to_He4_Ti46_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_V49_to_He4_Ti46_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 23.0_rt, 49.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_V49_to_Mn53_reaclib);
-    rate_eval.screened_rates(k_He4_V49_to_Mn53_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_V49_to_Mn53_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_V49_to_Mn53_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_V49_to_n_Mn52_reaclib);
-    rate_eval.screened_rates(k_He4_V49_to_n_Mn52_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_V49_to_n_Mn52_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_V49_to_n_Mn52_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_V49_to_p_Cr52_reaclib);
-    rate_eval.screened_rates(k_He4_V49_to_p_Cr52_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_V49_to_p_Cr52_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_V49_to_p_Cr52_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 23.0_rt, 50.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_V50_to_Cr51_reaclib);
-    rate_eval.screened_rates(k_p_V50_to_Cr51_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_V50_to_Cr51_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_V50_to_Cr51_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_V50_to_n_Cr50_reaclib);
-    rate_eval.screened_rates(k_p_V50_to_n_Cr50_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_V50_to_n_Cr50_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_V50_to_n_Cr50_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_V50_to_He4_Ti47_reaclib);
-    rate_eval.screened_rates(k_p_V50_to_He4_Ti47_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_V50_to_He4_Ti47_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_V50_to_He4_Ti47_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 23.0_rt, 50.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_V50_to_Mn54_reaclib);
-    rate_eval.screened_rates(k_He4_V50_to_Mn54_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_V50_to_Mn54_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_V50_to_Mn54_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_V50_to_n_Mn53_reaclib);
-    rate_eval.screened_rates(k_He4_V50_to_n_Mn53_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_V50_to_n_Mn53_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_V50_to_n_Mn53_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_V50_to_p_Cr53_reaclib);
-    rate_eval.screened_rates(k_He4_V50_to_p_Cr53_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_V50_to_p_Cr53_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_V50_to_p_Cr53_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 23.0_rt, 51.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_V51_to_Cr52_reaclib);
-    rate_eval.screened_rates(k_p_V51_to_Cr52_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_V51_to_Cr52_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_V51_to_Cr52_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_V51_to_n_Cr51_reaclib);
-    rate_eval.screened_rates(k_p_V51_to_n_Cr51_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_V51_to_n_Cr51_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_V51_to_n_Cr51_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_V51_to_He4_Ti48_reaclib);
-    rate_eval.screened_rates(k_p_V51_to_He4_Ti48_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_V51_to_He4_Ti48_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_V51_to_He4_Ti48_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 23.0_rt, 51.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_V51_to_Mn55_reaclib);
-    rate_eval.screened_rates(k_He4_V51_to_Mn55_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_V51_to_Mn55_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_V51_to_Mn55_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_V51_to_n_Mn54_reaclib);
-    rate_eval.screened_rates(k_He4_V51_to_n_Mn54_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_V51_to_n_Mn54_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_V51_to_n_Mn54_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_V51_to_p_Cr54_reaclib);
-    rate_eval.screened_rates(k_He4_V51_to_p_Cr54_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_V51_to_p_Cr54_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_V51_to_p_Cr54_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 23.0_rt, 52.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_V52_to_Cr53_reaclib);
-    rate_eval.screened_rates(k_p_V52_to_Cr53_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_V52_to_Cr53_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_V52_to_Cr53_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_V52_to_n_Cr52_reaclib);
-    rate_eval.screened_rates(k_p_V52_to_n_Cr52_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_V52_to_n_Cr52_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_V52_to_n_Cr52_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_V52_to_He4_Ti49_reaclib);
-    rate_eval.screened_rates(k_p_V52_to_He4_Ti49_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_V52_to_He4_Ti49_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_V52_to_He4_Ti49_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 24.0_rt, 48.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Cr48_to_Fe52_reaclib);
-    rate_eval.screened_rates(k_He4_Cr48_to_Fe52_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cr48_to_Fe52_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cr48_to_Fe52_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Cr48_to_p_Mn51_reaclib);
-    rate_eval.screened_rates(k_He4_Cr48_to_p_Mn51_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cr48_to_p_Mn51_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cr48_to_p_Mn51_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 24.0_rt, 49.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cr49_to_Mn50_reaclib);
-    rate_eval.screened_rates(k_p_Cr49_to_Mn50_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cr49_to_Mn50_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cr49_to_Mn50_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cr49_to_He4_V46_reaclib);
-    rate_eval.screened_rates(k_p_Cr49_to_He4_V46_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cr49_to_He4_V46_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cr49_to_He4_V46_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 24.0_rt, 49.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Cr49_to_Fe53_reaclib);
-    rate_eval.screened_rates(k_He4_Cr49_to_Fe53_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cr49_to_Fe53_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cr49_to_Fe53_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Cr49_to_n_Fe52_reaclib);
-    rate_eval.screened_rates(k_He4_Cr49_to_n_Fe52_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cr49_to_n_Fe52_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cr49_to_n_Fe52_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Cr49_to_p_Mn52_reaclib);
-    rate_eval.screened_rates(k_He4_Cr49_to_p_Mn52_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cr49_to_p_Mn52_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cr49_to_p_Mn52_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 24.0_rt, 50.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cr50_to_Mn51_reaclib);
-    rate_eval.screened_rates(k_p_Cr50_to_Mn51_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cr50_to_Mn51_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cr50_to_Mn51_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cr50_to_n_Mn50_reaclib);
-    rate_eval.screened_rates(k_p_Cr50_to_n_Mn50_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cr50_to_n_Mn50_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cr50_to_n_Mn50_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cr50_to_He4_V47_reaclib);
-    rate_eval.screened_rates(k_p_Cr50_to_He4_V47_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cr50_to_He4_V47_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cr50_to_He4_V47_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 24.0_rt, 50.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Cr50_to_Fe54_reaclib);
-    rate_eval.screened_rates(k_He4_Cr50_to_Fe54_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cr50_to_Fe54_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cr50_to_Fe54_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Cr50_to_n_Fe53_reaclib);
-    rate_eval.screened_rates(k_He4_Cr50_to_n_Fe53_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cr50_to_n_Fe53_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cr50_to_n_Fe53_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Cr50_to_p_Mn53_reaclib);
-    rate_eval.screened_rates(k_He4_Cr50_to_p_Mn53_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cr50_to_p_Mn53_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cr50_to_p_Mn53_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 24.0_rt, 51.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cr51_to_Mn52_reaclib);
-    rate_eval.screened_rates(k_p_Cr51_to_Mn52_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cr51_to_Mn52_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cr51_to_Mn52_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cr51_to_n_Mn51_reaclib);
-    rate_eval.screened_rates(k_p_Cr51_to_n_Mn51_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cr51_to_n_Mn51_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cr51_to_n_Mn51_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cr51_to_He4_V48_reaclib);
-    rate_eval.screened_rates(k_p_Cr51_to_He4_V48_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cr51_to_He4_V48_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cr51_to_He4_V48_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 24.0_rt, 51.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Cr51_to_Fe55_reaclib);
-    rate_eval.screened_rates(k_He4_Cr51_to_Fe55_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cr51_to_Fe55_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cr51_to_Fe55_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Cr51_to_n_Fe54_reaclib);
-    rate_eval.screened_rates(k_He4_Cr51_to_n_Fe54_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cr51_to_n_Fe54_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cr51_to_n_Fe54_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Cr51_to_p_Mn54_reaclib);
-    rate_eval.screened_rates(k_He4_Cr51_to_p_Mn54_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cr51_to_p_Mn54_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cr51_to_p_Mn54_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 24.0_rt, 52.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cr52_to_Mn53_reaclib);
-    rate_eval.screened_rates(k_p_Cr52_to_Mn53_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cr52_to_Mn53_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cr52_to_Mn53_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cr52_to_n_Mn52_reaclib);
-    rate_eval.screened_rates(k_p_Cr52_to_n_Mn52_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cr52_to_n_Mn52_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cr52_to_n_Mn52_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cr52_to_He4_V49_reaclib);
-    rate_eval.screened_rates(k_p_Cr52_to_He4_V49_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cr52_to_He4_V49_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cr52_to_He4_V49_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 24.0_rt, 52.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Cr52_to_Fe56_reaclib);
-    rate_eval.screened_rates(k_He4_Cr52_to_Fe56_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cr52_to_Fe56_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cr52_to_Fe56_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Cr52_to_n_Fe55_reaclib);
-    rate_eval.screened_rates(k_He4_Cr52_to_n_Fe55_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cr52_to_n_Fe55_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cr52_to_n_Fe55_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Cr52_to_p_Mn55_reaclib);
-    rate_eval.screened_rates(k_He4_Cr52_to_p_Mn55_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cr52_to_p_Mn55_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cr52_to_p_Mn55_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 24.0_rt, 53.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cr53_to_Mn54_reaclib);
-    rate_eval.screened_rates(k_p_Cr53_to_Mn54_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cr53_to_Mn54_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cr53_to_Mn54_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cr53_to_n_Mn53_reaclib);
-    rate_eval.screened_rates(k_p_Cr53_to_n_Mn53_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cr53_to_n_Mn53_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cr53_to_n_Mn53_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cr53_to_He4_V50_reaclib);
-    rate_eval.screened_rates(k_p_Cr53_to_He4_V50_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cr53_to_He4_V50_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cr53_to_He4_V50_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 24.0_rt, 53.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Cr53_to_Fe57_reaclib);
-    rate_eval.screened_rates(k_He4_Cr53_to_Fe57_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cr53_to_Fe57_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cr53_to_Fe57_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Cr53_to_n_Fe56_reaclib);
-    rate_eval.screened_rates(k_He4_Cr53_to_n_Fe56_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cr53_to_n_Fe56_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cr53_to_n_Fe56_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 24.0_rt, 54.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cr54_to_Mn55_reaclib);
-    rate_eval.screened_rates(k_p_Cr54_to_Mn55_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cr54_to_Mn55_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cr54_to_Mn55_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cr54_to_n_Mn54_reaclib);
-    rate_eval.screened_rates(k_p_Cr54_to_n_Mn54_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cr54_to_n_Mn54_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cr54_to_n_Mn54_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cr54_to_He4_V51_reaclib);
-    rate_eval.screened_rates(k_p_Cr54_to_He4_V51_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cr54_to_He4_V51_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cr54_to_He4_V51_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 24.0_rt, 54.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Cr54_to_Fe58_reaclib);
-    rate_eval.screened_rates(k_He4_Cr54_to_Fe58_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cr54_to_Fe58_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cr54_to_Fe58_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Cr54_to_n_Fe57_reaclib);
-    rate_eval.screened_rates(k_He4_Cr54_to_n_Fe57_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cr54_to_n_Fe57_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cr54_to_n_Fe57_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 25.0_rt, 50.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Mn50_to_Co54_reaclib);
-    rate_eval.screened_rates(k_He4_Mn50_to_Co54_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mn50_to_Co54_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Mn50_to_Co54_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Mn50_to_n_Co53_reaclib);
-    rate_eval.screened_rates(k_He4_Mn50_to_n_Co53_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mn50_to_n_Co53_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Mn50_to_n_Co53_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Mn50_to_p_Fe53_reaclib);
-    rate_eval.screened_rates(k_He4_Mn50_to_p_Fe53_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mn50_to_p_Fe53_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Mn50_to_p_Fe53_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 25.0_rt, 51.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Mn51_to_Fe52_reaclib);
-    rate_eval.screened_rates(k_p_Mn51_to_Fe52_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_reaclib);
-    rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 25.0_rt, 51.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Mn51_to_Co55_reaclib);
-    rate_eval.screened_rates(k_He4_Mn51_to_Co55_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mn51_to_Co55_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Mn51_to_Co55_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Mn51_to_n_Co54_reaclib);
-    rate_eval.screened_rates(k_He4_Mn51_to_n_Co54_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mn51_to_n_Co54_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Mn51_to_n_Co54_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Mn51_to_p_Fe54_reaclib);
-    rate_eval.screened_rates(k_He4_Mn51_to_p_Fe54_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mn51_to_p_Fe54_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Mn51_to_p_Fe54_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 25.0_rt, 52.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Mn52_to_Fe53_reaclib);
-    rate_eval.screened_rates(k_p_Mn52_to_Fe53_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Mn52_to_Fe53_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Mn52_to_Fe53_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Mn52_to_n_Fe52_reaclib);
-    rate_eval.screened_rates(k_p_Mn52_to_n_Fe52_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Mn52_to_n_Fe52_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Mn52_to_n_Fe52_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Mn52_to_He4_Cr49_reaclib);
-    rate_eval.screened_rates(k_p_Mn52_to_He4_Cr49_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Mn52_to_He4_Cr49_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Mn52_to_He4_Cr49_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 25.0_rt, 52.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Mn52_to_Co56_reaclib);
-    rate_eval.screened_rates(k_He4_Mn52_to_Co56_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mn52_to_Co56_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Mn52_to_Co56_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Mn52_to_n_Co55_reaclib);
-    rate_eval.screened_rates(k_He4_Mn52_to_n_Co55_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mn52_to_n_Co55_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Mn52_to_n_Co55_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Mn52_to_p_Fe55_reaclib);
-    rate_eval.screened_rates(k_He4_Mn52_to_p_Fe55_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mn52_to_p_Fe55_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Mn52_to_p_Fe55_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 25.0_rt, 53.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Mn53_to_Fe54_reaclib);
-    rate_eval.screened_rates(k_p_Mn53_to_Fe54_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Mn53_to_Fe54_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Mn53_to_Fe54_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Mn53_to_n_Fe53_reaclib);
-    rate_eval.screened_rates(k_p_Mn53_to_n_Fe53_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Mn53_to_n_Fe53_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Mn53_to_n_Fe53_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Mn53_to_He4_Cr50_reaclib);
-    rate_eval.screened_rates(k_p_Mn53_to_He4_Cr50_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Mn53_to_He4_Cr50_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Mn53_to_He4_Cr50_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 25.0_rt, 53.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Mn53_to_Co57_reaclib);
-    rate_eval.screened_rates(k_He4_Mn53_to_Co57_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mn53_to_Co57_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Mn53_to_Co57_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Mn53_to_n_Co56_reaclib);
-    rate_eval.screened_rates(k_He4_Mn53_to_n_Co56_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mn53_to_n_Co56_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Mn53_to_n_Co56_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Mn53_to_p_Fe56_reaclib);
-    rate_eval.screened_rates(k_He4_Mn53_to_p_Fe56_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mn53_to_p_Fe56_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Mn53_to_p_Fe56_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 25.0_rt, 54.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Mn54_to_Fe55_reaclib);
-    rate_eval.screened_rates(k_p_Mn54_to_Fe55_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Mn54_to_Fe55_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Mn54_to_Fe55_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Mn54_to_n_Fe54_reaclib);
-    rate_eval.screened_rates(k_p_Mn54_to_n_Fe54_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Mn54_to_n_Fe54_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Mn54_to_n_Fe54_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Mn54_to_He4_Cr51_reaclib);
-    rate_eval.screened_rates(k_p_Mn54_to_He4_Cr51_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Mn54_to_He4_Cr51_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Mn54_to_He4_Cr51_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 25.0_rt, 54.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Mn54_to_Co58_reaclib);
-    rate_eval.screened_rates(k_He4_Mn54_to_Co58_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mn54_to_Co58_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Mn54_to_Co58_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Mn54_to_n_Co57_reaclib);
-    rate_eval.screened_rates(k_He4_Mn54_to_n_Co57_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mn54_to_n_Co57_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Mn54_to_n_Co57_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Mn54_to_p_Fe57_reaclib);
-    rate_eval.screened_rates(k_He4_Mn54_to_p_Fe57_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mn54_to_p_Fe57_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Mn54_to_p_Fe57_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 25.0_rt, 55.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Mn55_to_Fe56_reaclib);
-    rate_eval.screened_rates(k_p_Mn55_to_Fe56_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Mn55_to_Fe56_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Mn55_to_Fe56_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Mn55_to_n_Fe55_reaclib);
-    rate_eval.screened_rates(k_p_Mn55_to_n_Fe55_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Mn55_to_n_Fe55_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Mn55_to_n_Fe55_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Mn55_to_He4_Cr52_reaclib);
-    rate_eval.screened_rates(k_p_Mn55_to_He4_Cr52_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Mn55_to_He4_Cr52_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Mn55_to_He4_Cr52_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 25.0_rt, 55.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Mn55_to_Co59_reaclib);
-    rate_eval.screened_rates(k_He4_Mn55_to_Co59_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mn55_to_Co59_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Mn55_to_Co59_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Mn55_to_n_Co58_reaclib);
-    rate_eval.screened_rates(k_He4_Mn55_to_n_Co58_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mn55_to_n_Co58_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Mn55_to_n_Co58_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Mn55_to_p_Fe58_reaclib);
-    rate_eval.screened_rates(k_He4_Mn55_to_p_Fe58_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mn55_to_p_Fe58_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Mn55_to_p_Fe58_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 26.0_rt, 52.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Fe52_to_Co53_reaclib);
-    rate_eval.screened_rates(k_p_Fe52_to_Co53_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Fe52_to_Co53_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Fe52_to_Co53_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 26.0_rt, 52.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Fe52_to_Ni56_reaclib);
-    rate_eval.screened_rates(k_He4_Fe52_to_Ni56_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Fe52_to_p_Co55_reaclib);
-    rate_eval.screened_rates(k_He4_Fe52_to_p_Co55_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_Co55_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_Co55_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 26.0_rt, 53.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Fe53_to_Co54_reaclib);
-    rate_eval.screened_rates(k_p_Fe53_to_Co54_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Fe53_to_Co54_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Fe53_to_Co54_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Fe53_to_n_Co53_reaclib);
-    rate_eval.screened_rates(k_p_Fe53_to_n_Co53_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Fe53_to_n_Co53_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Fe53_to_n_Co53_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Fe53_to_He4_Mn50_reaclib);
-    rate_eval.screened_rates(k_p_Fe53_to_He4_Mn50_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Fe53_to_He4_Mn50_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Fe53_to_He4_Mn50_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 26.0_rt, 53.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Fe53_to_Ni57_reaclib);
-    rate_eval.screened_rates(k_He4_Fe53_to_Ni57_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe53_to_Ni57_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Fe53_to_Ni57_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Fe53_to_n_Ni56_reaclib);
-    rate_eval.screened_rates(k_He4_Fe53_to_n_Ni56_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe53_to_n_Ni56_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Fe53_to_n_Ni56_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Fe53_to_p_Co56_reaclib);
-    rate_eval.screened_rates(k_He4_Fe53_to_p_Co56_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe53_to_p_Co56_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Fe53_to_p_Co56_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 26.0_rt, 54.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Fe54_to_Co55_reaclib);
-    rate_eval.screened_rates(k_p_Fe54_to_Co55_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Fe54_to_Co55_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Fe54_to_Co55_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Fe54_to_n_Co54_reaclib);
-    rate_eval.screened_rates(k_p_Fe54_to_n_Co54_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Fe54_to_n_Co54_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Fe54_to_n_Co54_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Fe54_to_He4_Mn51_reaclib);
-    rate_eval.screened_rates(k_p_Fe54_to_He4_Mn51_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Fe54_to_He4_Mn51_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Fe54_to_He4_Mn51_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 26.0_rt, 54.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Fe54_to_Ni58_reaclib);
-    rate_eval.screened_rates(k_He4_Fe54_to_Ni58_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe54_to_Ni58_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Fe54_to_Ni58_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Fe54_to_n_Ni57_reaclib);
-    rate_eval.screened_rates(k_He4_Fe54_to_n_Ni57_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe54_to_n_Ni57_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Fe54_to_n_Ni57_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Fe54_to_p_Co57_reaclib);
-    rate_eval.screened_rates(k_He4_Fe54_to_p_Co57_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe54_to_p_Co57_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Fe54_to_p_Co57_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 26.0_rt, 55.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Fe55_to_Co56_reaclib);
-    rate_eval.screened_rates(k_p_Fe55_to_Co56_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Fe55_to_Co56_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Fe55_to_Co56_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Fe55_to_n_Co55_reaclib);
-    rate_eval.screened_rates(k_p_Fe55_to_n_Co55_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Fe55_to_n_Co55_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Fe55_to_n_Co55_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Fe55_to_He4_Mn52_reaclib);
-    rate_eval.screened_rates(k_p_Fe55_to_He4_Mn52_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Fe55_to_He4_Mn52_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Fe55_to_He4_Mn52_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 26.0_rt, 55.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Fe55_to_Ni59_reaclib);
-    rate_eval.screened_rates(k_He4_Fe55_to_Ni59_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe55_to_Ni59_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Fe55_to_Ni59_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Fe55_to_n_Ni58_reaclib);
-    rate_eval.screened_rates(k_He4_Fe55_to_n_Ni58_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe55_to_n_Ni58_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Fe55_to_n_Ni58_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Fe55_to_p_Co58_reaclib);
-    rate_eval.screened_rates(k_He4_Fe55_to_p_Co58_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe55_to_p_Co58_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Fe55_to_p_Co58_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 26.0_rt, 56.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Fe56_to_Co57_reaclib);
-    rate_eval.screened_rates(k_p_Fe56_to_Co57_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Fe56_to_Co57_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Fe56_to_Co57_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Fe56_to_n_Co56_reaclib);
-    rate_eval.screened_rates(k_p_Fe56_to_n_Co56_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Fe56_to_n_Co56_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Fe56_to_n_Co56_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Fe56_to_He4_Mn53_reaclib);
-    rate_eval.screened_rates(k_p_Fe56_to_He4_Mn53_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Fe56_to_He4_Mn53_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Fe56_to_He4_Mn53_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 26.0_rt, 56.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Fe56_to_Ni60_reaclib);
-    rate_eval.screened_rates(k_He4_Fe56_to_Ni60_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe56_to_Ni60_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Fe56_to_Ni60_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Fe56_to_n_Ni59_reaclib);
-    rate_eval.screened_rates(k_He4_Fe56_to_n_Ni59_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe56_to_n_Ni59_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Fe56_to_n_Ni59_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Fe56_to_p_Co59_reaclib);
-    rate_eval.screened_rates(k_He4_Fe56_to_p_Co59_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe56_to_p_Co59_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Fe56_to_p_Co59_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 26.0_rt, 57.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Fe57_to_Co58_reaclib);
-    rate_eval.screened_rates(k_p_Fe57_to_Co58_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Fe57_to_Co58_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Fe57_to_Co58_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Fe57_to_n_Co57_reaclib);
-    rate_eval.screened_rates(k_p_Fe57_to_n_Co57_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Fe57_to_n_Co57_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Fe57_to_n_Co57_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Fe57_to_He4_Mn54_reaclib);
-    rate_eval.screened_rates(k_p_Fe57_to_He4_Mn54_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Fe57_to_He4_Mn54_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Fe57_to_He4_Mn54_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 26.0_rt, 57.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Fe57_to_Ni61_reaclib);
-    rate_eval.screened_rates(k_He4_Fe57_to_Ni61_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe57_to_Ni61_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Fe57_to_Ni61_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Fe57_to_n_Ni60_reaclib);
-    rate_eval.screened_rates(k_He4_Fe57_to_n_Ni60_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe57_to_n_Ni60_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Fe57_to_n_Ni60_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 26.0_rt, 58.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Fe58_to_Co59_reaclib);
-    rate_eval.screened_rates(k_p_Fe58_to_Co59_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Fe58_to_Co59_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Fe58_to_Co59_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Fe58_to_n_Co58_reaclib);
-    rate_eval.screened_rates(k_p_Fe58_to_n_Co58_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Fe58_to_n_Co58_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Fe58_to_n_Co58_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Fe58_to_He4_Mn55_reaclib);
-    rate_eval.screened_rates(k_p_Fe58_to_He4_Mn55_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Fe58_to_He4_Mn55_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Fe58_to_He4_Mn55_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 26.0_rt, 58.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Fe58_to_Ni62_reaclib);
-    rate_eval.screened_rates(k_He4_Fe58_to_Ni62_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe58_to_Ni62_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Fe58_to_Ni62_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Fe58_to_n_Ni61_reaclib);
-    rate_eval.screened_rates(k_He4_Fe58_to_n_Ni61_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Fe58_to_n_Ni61_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Fe58_to_n_Ni61_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 27.0_rt, 53.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Co53_to_Cu57_reaclib);
-    rate_eval.screened_rates(k_He4_Co53_to_Cu57_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Co53_to_Cu57_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Co53_to_Cu57_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Co53_to_p_Ni56_reaclib);
-    rate_eval.screened_rates(k_He4_Co53_to_p_Ni56_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Co53_to_p_Ni56_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Co53_to_p_Ni56_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 27.0_rt, 54.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Co54_to_Cu58_reaclib);
-    rate_eval.screened_rates(k_He4_Co54_to_Cu58_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Co54_to_Cu58_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Co54_to_Cu58_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Co54_to_n_Cu57_reaclib);
-    rate_eval.screened_rates(k_He4_Co54_to_n_Cu57_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Co54_to_n_Cu57_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Co54_to_n_Cu57_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Co54_to_p_Ni57_reaclib);
-    rate_eval.screened_rates(k_He4_Co54_to_p_Ni57_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Co54_to_p_Ni57_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Co54_to_p_Ni57_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 27.0_rt, 55.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Co55_to_Ni56_reaclib);
-    rate_eval.screened_rates(k_p_Co55_to_Ni56_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_reaclib);
-    rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 27.0_rt, 55.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Co55_to_Cu59_reaclib);
-    rate_eval.screened_rates(k_He4_Co55_to_Cu59_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Co55_to_Cu59_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Co55_to_Cu59_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Co55_to_n_Cu58_reaclib);
-    rate_eval.screened_rates(k_He4_Co55_to_n_Cu58_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Co55_to_n_Cu58_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Co55_to_n_Cu58_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Co55_to_p_Ni58_reaclib);
-    rate_eval.screened_rates(k_He4_Co55_to_p_Ni58_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Co55_to_p_Ni58_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Co55_to_p_Ni58_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 27.0_rt, 56.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Co56_to_Ni57_reaclib);
-    rate_eval.screened_rates(k_p_Co56_to_Ni57_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Co56_to_Ni57_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Co56_to_Ni57_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Co56_to_n_Ni56_reaclib);
-    rate_eval.screened_rates(k_p_Co56_to_n_Ni56_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Co56_to_n_Ni56_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Co56_to_n_Ni56_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Co56_to_He4_Fe53_reaclib);
-    rate_eval.screened_rates(k_p_Co56_to_He4_Fe53_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Co56_to_He4_Fe53_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Co56_to_He4_Fe53_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 27.0_rt, 56.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Co56_to_Cu60_reaclib);
-    rate_eval.screened_rates(k_He4_Co56_to_Cu60_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Co56_to_Cu60_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Co56_to_Cu60_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Co56_to_n_Cu59_reaclib);
-    rate_eval.screened_rates(k_He4_Co56_to_n_Cu59_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Co56_to_n_Cu59_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Co56_to_n_Cu59_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Co56_to_p_Ni59_reaclib);
-    rate_eval.screened_rates(k_He4_Co56_to_p_Ni59_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Co56_to_p_Ni59_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Co56_to_p_Ni59_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 27.0_rt, 57.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Co57_to_Ni58_reaclib);
-    rate_eval.screened_rates(k_p_Co57_to_Ni58_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Co57_to_Ni58_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Co57_to_Ni58_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Co57_to_n_Ni57_reaclib);
-    rate_eval.screened_rates(k_p_Co57_to_n_Ni57_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Co57_to_n_Ni57_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Co57_to_n_Ni57_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Co57_to_He4_Fe54_reaclib);
-    rate_eval.screened_rates(k_p_Co57_to_He4_Fe54_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Co57_to_He4_Fe54_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Co57_to_He4_Fe54_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 27.0_rt, 57.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Co57_to_Cu61_reaclib);
-    rate_eval.screened_rates(k_He4_Co57_to_Cu61_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Co57_to_Cu61_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Co57_to_Cu61_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Co57_to_n_Cu60_reaclib);
-    rate_eval.screened_rates(k_He4_Co57_to_n_Cu60_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Co57_to_n_Cu60_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Co57_to_n_Cu60_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Co57_to_p_Ni60_reaclib);
-    rate_eval.screened_rates(k_He4_Co57_to_p_Ni60_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Co57_to_p_Ni60_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Co57_to_p_Ni60_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 27.0_rt, 58.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Co58_to_Ni59_reaclib);
-    rate_eval.screened_rates(k_p_Co58_to_Ni59_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Co58_to_Ni59_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Co58_to_Ni59_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Co58_to_n_Ni58_reaclib);
-    rate_eval.screened_rates(k_p_Co58_to_n_Ni58_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Co58_to_n_Ni58_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Co58_to_n_Ni58_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Co58_to_He4_Fe55_reaclib);
-    rate_eval.screened_rates(k_p_Co58_to_He4_Fe55_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Co58_to_He4_Fe55_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Co58_to_He4_Fe55_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 27.0_rt, 58.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Co58_to_Cu62_reaclib);
-    rate_eval.screened_rates(k_He4_Co58_to_Cu62_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Co58_to_Cu62_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Co58_to_Cu62_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Co58_to_n_Cu61_reaclib);
-    rate_eval.screened_rates(k_He4_Co58_to_n_Cu61_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Co58_to_n_Cu61_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Co58_to_n_Cu61_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Co58_to_p_Ni61_reaclib);
-    rate_eval.screened_rates(k_He4_Co58_to_p_Ni61_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Co58_to_p_Ni61_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Co58_to_p_Ni61_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 27.0_rt, 59.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Co59_to_Ni60_reaclib);
-    rate_eval.screened_rates(k_p_Co59_to_Ni60_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Co59_to_Ni60_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Co59_to_Ni60_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Co59_to_n_Ni59_reaclib);
-    rate_eval.screened_rates(k_p_Co59_to_n_Ni59_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Co59_to_n_Ni59_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Co59_to_n_Ni59_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Co59_to_He4_Fe56_reaclib);
-    rate_eval.screened_rates(k_p_Co59_to_He4_Fe56_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Co59_to_He4_Fe56_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Co59_to_He4_Fe56_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 27.0_rt, 59.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Co59_to_Cu63_reaclib);
-    rate_eval.screened_rates(k_He4_Co59_to_Cu63_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Co59_to_Cu63_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Co59_to_Cu63_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Co59_to_n_Cu62_reaclib);
-    rate_eval.screened_rates(k_He4_Co59_to_n_Cu62_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Co59_to_n_Cu62_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Co59_to_n_Cu62_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Co59_to_p_Ni62_reaclib);
-    rate_eval.screened_rates(k_He4_Co59_to_p_Ni62_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Co59_to_p_Ni62_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Co59_to_p_Ni62_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 28.0_rt, 56.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ni56_to_Cu57_reaclib);
-    rate_eval.screened_rates(k_p_Ni56_to_Cu57_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ni56_to_Cu57_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ni56_to_Cu57_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ni56_to_He4_Co53_reaclib);
-    rate_eval.screened_rates(k_p_Ni56_to_He4_Co53_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ni56_to_He4_Co53_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ni56_to_He4_Co53_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 28.0_rt, 56.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ni56_to_Zn60_reaclib);
-    rate_eval.screened_rates(k_He4_Ni56_to_Zn60_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ni56_to_Zn60_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ni56_to_Zn60_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ni56_to_n_Zn59_reaclib);
-    rate_eval.screened_rates(k_He4_Ni56_to_n_Zn59_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ni56_to_n_Zn59_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ni56_to_n_Zn59_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ni56_to_p_Cu59_reaclib);
-    rate_eval.screened_rates(k_He4_Ni56_to_p_Cu59_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ni56_to_p_Cu59_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ni56_to_p_Cu59_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 28.0_rt, 57.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ni57_to_Cu58_reaclib);
-    rate_eval.screened_rates(k_p_Ni57_to_Cu58_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ni57_to_Cu58_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ni57_to_Cu58_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ni57_to_n_Cu57_reaclib);
-    rate_eval.screened_rates(k_p_Ni57_to_n_Cu57_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ni57_to_n_Cu57_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ni57_to_n_Cu57_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ni57_to_He4_Co54_reaclib);
-    rate_eval.screened_rates(k_p_Ni57_to_He4_Co54_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ni57_to_He4_Co54_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ni57_to_He4_Co54_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 28.0_rt, 57.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ni57_to_Zn61_reaclib);
-    rate_eval.screened_rates(k_He4_Ni57_to_Zn61_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ni57_to_Zn61_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ni57_to_Zn61_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ni57_to_n_Zn60_reaclib);
-    rate_eval.screened_rates(k_He4_Ni57_to_n_Zn60_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ni57_to_n_Zn60_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ni57_to_n_Zn60_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ni57_to_p_Cu60_reaclib);
-    rate_eval.screened_rates(k_He4_Ni57_to_p_Cu60_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ni57_to_p_Cu60_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ni57_to_p_Cu60_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 28.0_rt, 58.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ni58_to_Cu59_reaclib);
-    rate_eval.screened_rates(k_p_Ni58_to_Cu59_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ni58_to_Cu59_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ni58_to_Cu59_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ni58_to_n_Cu58_reaclib);
-    rate_eval.screened_rates(k_p_Ni58_to_n_Cu58_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ni58_to_n_Cu58_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ni58_to_n_Cu58_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ni58_to_He4_Co55_reaclib);
-    rate_eval.screened_rates(k_p_Ni58_to_He4_Co55_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ni58_to_He4_Co55_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ni58_to_He4_Co55_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 28.0_rt, 58.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ni58_to_Zn62_reaclib);
-    rate_eval.screened_rates(k_He4_Ni58_to_Zn62_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ni58_to_Zn62_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ni58_to_Zn62_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ni58_to_n_Zn61_reaclib);
-    rate_eval.screened_rates(k_He4_Ni58_to_n_Zn61_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ni58_to_n_Zn61_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ni58_to_n_Zn61_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ni58_to_p_Cu61_reaclib);
-    rate_eval.screened_rates(k_He4_Ni58_to_p_Cu61_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ni58_to_p_Cu61_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ni58_to_p_Cu61_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 28.0_rt, 59.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ni59_to_Cu60_reaclib);
-    rate_eval.screened_rates(k_p_Ni59_to_Cu60_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ni59_to_Cu60_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ni59_to_Cu60_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ni59_to_n_Cu59_reaclib);
-    rate_eval.screened_rates(k_p_Ni59_to_n_Cu59_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ni59_to_n_Cu59_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ni59_to_n_Cu59_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ni59_to_He4_Co56_reaclib);
-    rate_eval.screened_rates(k_p_Ni59_to_He4_Co56_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ni59_to_He4_Co56_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ni59_to_He4_Co56_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 28.0_rt, 59.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ni59_to_Zn63_reaclib);
-    rate_eval.screened_rates(k_He4_Ni59_to_Zn63_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ni59_to_Zn63_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ni59_to_Zn63_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ni59_to_n_Zn62_reaclib);
-    rate_eval.screened_rates(k_He4_Ni59_to_n_Zn62_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ni59_to_n_Zn62_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ni59_to_n_Zn62_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ni59_to_p_Cu62_reaclib);
-    rate_eval.screened_rates(k_He4_Ni59_to_p_Cu62_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ni59_to_p_Cu62_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ni59_to_p_Cu62_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 28.0_rt, 60.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ni60_to_Cu61_reaclib);
-    rate_eval.screened_rates(k_p_Ni60_to_Cu61_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ni60_to_Cu61_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ni60_to_Cu61_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ni60_to_n_Cu60_reaclib);
-    rate_eval.screened_rates(k_p_Ni60_to_n_Cu60_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ni60_to_n_Cu60_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ni60_to_n_Cu60_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ni60_to_He4_Co57_reaclib);
-    rate_eval.screened_rates(k_p_Ni60_to_He4_Co57_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ni60_to_He4_Co57_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ni60_to_He4_Co57_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Fe56) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Fe56) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 28.0_rt, 60.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 27.0_rt, 58.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Co58) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Co58) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Ni60_to_Zn64_reaclib);
-    rate_eval.screened_rates(k_He4_Ni60_to_Zn64_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ni60_to_Zn64_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ni60_to_Zn64_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 24.0_rt, 54.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Cr54) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Cr54) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Ni60_to_n_Zn63_reaclib);
-    rate_eval.screened_rates(k_He4_Ni60_to_n_Zn63_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ni60_to_n_Zn63_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ni60_to_n_Zn63_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 16.0_rt, 36.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_S36) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_S36) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Ni60_to_p_Cu63_reaclib);
-    rate_eval.screened_rates(k_He4_Ni60_to_p_Cu63_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ni60_to_p_Cu63_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ni60_to_p_Cu63_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 25.0_rt, 55.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Mn55) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Mn55) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 28.0_rt, 61.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 20.0_rt, 48.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ni61_to_Cu62_reaclib);
-    rate_eval.screened_rates(k_p_Ni61_to_Cu62_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ni61_to_Cu62_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ni61_to_Cu62_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ni61_to_n_Cu61_reaclib);
-    rate_eval.screened_rates(k_p_Ni61_to_n_Cu61_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ni61_to_n_Cu61_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ni61_to_n_Cu61_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ni61_to_He4_Co58_reaclib);
-    rate_eval.screened_rates(k_p_Ni61_to_He4_Co58_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ni61_to_He4_Co58_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ni61_to_He4_Co58_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ca48) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ca48) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 28.0_rt, 61.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 23.0_rt, 52.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ni61_to_Zn65_reaclib);
-    rate_eval.screened_rates(k_He4_Ni61_to_Zn65_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ni61_to_Zn65_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ni61_to_Zn65_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ni61_to_n_Zn64_reaclib);
-    rate_eval.screened_rates(k_He4_Ni61_to_n_Zn64_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ni61_to_n_Zn64_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ni61_to_n_Zn64_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_V52) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_V52) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Ni61_to_p_Cu64_reaclib);
-    rate_eval.screened_rates(k_He4_Ni61_to_p_Cu64_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ni61_to_p_Cu64_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ni61_to_p_Cu64_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 10.0_rt, 20.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ne20) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ne20) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 28.0_rt, 62.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 29.0_rt, 58.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ni62_to_Cu63_reaclib);
-    rate_eval.screened_rates(k_p_Ni62_to_Cu63_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ni62_to_Cu63_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ni62_to_Cu63_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ni62_to_n_Cu62_reaclib);
-    rate_eval.screened_rates(k_p_Ni62_to_n_Cu62_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ni62_to_n_Cu62_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ni62_to_n_Cu62_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Cu58) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Cu58) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Ni62_to_He4_Co59_reaclib);
-    rate_eval.screened_rates(k_p_Ni62_to_He4_Co59_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ni62_to_He4_Co59_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ni62_to_He4_Co59_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 27.0_rt, 56.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Co56) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Co56) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 28.0_rt, 62.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 25.0_rt, 50.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ni62_to_Zn66_reaclib);
-    rate_eval.screened_rates(k_He4_Ni62_to_Zn66_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ni62_to_Zn66_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ni62_to_Zn66_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ni62_to_n_Zn65_reaclib);
-    rate_eval.screened_rates(k_He4_Ni62_to_n_Zn65_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ni62_to_n_Zn65_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ni62_to_n_Zn65_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Ni62_to_p_Cu65_reaclib);
-    rate_eval.screened_rates(k_He4_Ni62_to_p_Cu65_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ni62_to_p_Cu65_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ni62_to_p_Cu65_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Mn50) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Mn50) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 28.0_rt, 63.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 14.0_rt, 28.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ni63_to_Cu64_reaclib);
-    rate_eval.screened_rates(k_p_Ni63_to_Cu64_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ni63_to_Cu64_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ni63_to_Cu64_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Si28) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Si28) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Ni63_to_n_Cu63_reaclib);
-    rate_eval.screened_rates(k_p_Ni63_to_n_Cu63_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ni63_to_n_Cu63_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ni63_to_n_Cu63_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 28.0_rt, 64.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 26.0_rt, 54.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ni64_to_Cu65_reaclib);
-    rate_eval.screened_rates(k_p_Ni64_to_Cu65_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ni64_to_Cu65_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ni64_to_Cu65_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ni64_to_n_Cu64_reaclib);
-    rate_eval.screened_rates(k_p_Ni64_to_n_Cu64_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ni64_to_n_Cu64_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ni64_to_n_Cu64_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Fe54) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Fe54) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 29.0_rt, 58.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 2.0_rt, 2.0_rt, 4.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cu58_to_Zn59_reaclib);
-    rate_eval.screened_rates(k_p_Cu58_to_Zn59_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cu58_to_Zn59_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cu58_to_Zn59_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_d_He4) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_d_He4) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 29.0_rt, 58.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 3.0_rt, 3.0_rt, 7.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Cu58_to_Ga62_reaclib);
-    rate_eval.screened_rates(k_He4_Cu58_to_Ga62_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cu58_to_Ga62_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cu58_to_Ga62_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He3_Li7) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He3_Li7) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Cu58_to_p_Zn61_reaclib);
-    rate_eval.screened_rates(k_He4_Cu58_to_p_Zn61_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cu58_to_p_Zn61_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cu58_to_p_Zn61_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 29.0_rt, 59.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 20.0_rt, 44.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cu59_to_Zn60_reaclib);
-    rate_eval.screened_rates(k_p_Cu59_to_Zn60_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cu59_to_Zn60_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cu59_to_Zn60_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cu59_to_n_Zn59_reaclib);
-    rate_eval.screened_rates(k_p_Cu59_to_n_Zn59_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cu59_to_n_Zn59_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cu59_to_n_Zn59_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ca44) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ca44) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Cu59_to_He4_Ni56_reaclib);
-    rate_eval.screened_rates(k_p_Cu59_to_He4_Ni56_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cu59_to_He4_Ni56_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cu59_to_He4_Ni56_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 29.0_rt, 59.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Cu59_to_Ga63_reaclib);
-    rate_eval.screened_rates(k_He4_Cu59_to_Ga63_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cu59_to_Ga63_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cu59_to_Ga63_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_Cu59_to_n_Ga62_reaclib);
-    rate_eval.screened_rates(k_He4_Cu59_to_n_Ga62_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cu59_to_n_Ga62_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cu59_to_n_Ga62_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 12.0_rt, 26.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Mg26) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Mg26) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Cu59_to_p_Zn62_reaclib);
-    rate_eval.screened_rates(k_He4_Cu59_to_p_Zn62_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cu59_to_p_Zn62_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cu59_to_p_Zn62_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 30.0_rt, 65.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Zn65) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Zn65) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 29.0_rt, 60.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 4.0_rt, 8.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Be8) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Be8) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Cu60_to_Zn61_reaclib);
-    rate_eval.screened_rates(k_p_Cu60_to_Zn61_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cu60_to_Zn61_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cu60_to_Zn61_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 29.0_rt, 58.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Cu58) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Cu58) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Cu60_to_n_Zn60_reaclib);
-    rate_eval.screened_rates(k_p_Cu60_to_n_Zn60_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cu60_to_n_Zn60_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cu60_to_n_Zn60_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 27.0_rt, 55.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Co55) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Co55) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Cu60_to_He4_Ni57_reaclib);
-    rate_eval.screened_rates(k_p_Cu60_to_He4_Ni57_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cu60_to_He4_Ni57_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cu60_to_He4_Ni57_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 26.0_rt, 53.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Fe53) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Fe53) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 29.0_rt, 60.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 14.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_O14) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_O14) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Cu60_to_Ga64_reaclib);
-    rate_eval.screened_rates(k_He4_Cu60_to_Ga64_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cu60_to_Ga64_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cu60_to_Ga64_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 13.0_rt, 27.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Al27) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Al27) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Cu60_to_n_Ga63_reaclib);
-    rate_eval.screened_rates(k_He4_Cu60_to_n_Ga63_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cu60_to_n_Ga63_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cu60_to_n_Ga63_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 20.0_rt, 43.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ca43) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ca43) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Cu60_to_p_Zn63_reaclib);
-    rate_eval.screened_rates(k_He4_Cu60_to_p_Zn63_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cu60_to_p_Zn63_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cu60_to_p_Zn63_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 12.0_rt, 25.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Mg25) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Mg25) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 29.0_rt, 61.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 31.0_rt, 63.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cu61_to_Zn62_reaclib);
-    rate_eval.screened_rates(k_p_Cu61_to_Zn62_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cu61_to_Zn62_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cu61_to_Zn62_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Cu61_to_n_Zn61_reaclib);
-    rate_eval.screened_rates(k_p_Cu61_to_n_Zn61_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cu61_to_n_Zn61_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cu61_to_n_Zn61_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ga63) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ga63) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Cu61_to_He4_Ni58_reaclib);
-    rate_eval.screened_rates(k_p_Cu61_to_He4_Ni58_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cu61_to_He4_Ni58_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cu61_to_He4_Ni58_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 29.0_rt, 62.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 30.0_rt, 61.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Zn61) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Zn61) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Cu62_to_Zn63_reaclib);
-    rate_eval.screened_rates(k_p_Cu62_to_Zn63_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cu62_to_Zn63_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cu62_to_Zn63_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 17.0_rt, 35.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Cl35) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Cl35) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Cu62_to_n_Zn62_reaclib);
-    rate_eval.screened_rates(k_p_Cu62_to_n_Zn62_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cu62_to_n_Zn62_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cu62_to_n_Zn62_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 9.0_rt, 17.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_F17) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_F17) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Cu62_to_He4_Ni59_reaclib);
-    rate_eval.screened_rates(k_p_Cu62_to_He4_Ni59_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cu62_to_He4_Ni59_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cu62_to_He4_Ni59_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 15.0_rt, 32.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_P32) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_P32) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 29.0_rt, 63.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 16.0_rt, 33.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_S33) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_S33) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Cu63_to_Zn64_reaclib);
-    rate_eval.screened_rates(k_p_Cu63_to_Zn64_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cu63_to_Zn64_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cu63_to_Zn64_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 14.0_rt, 30.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Si30) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Si30) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Cu63_to_n_Zn63_reaclib);
-    rate_eval.screened_rates(k_p_Cu63_to_n_Zn63_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cu63_to_n_Zn63_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cu63_to_n_Zn63_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 28.0_rt, 59.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ni59) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ni59) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Cu63_to_He4_Ni60_reaclib);
-    rate_eval.screened_rates(k_p_Cu63_to_He4_Ni60_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cu63_to_He4_Ni60_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cu63_to_He4_Ni60_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 30.0_rt, 60.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Zn60) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Zn60) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 29.0_rt, 64.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 21.0_rt, 47.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Sc47) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Sc47) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Cu64_to_Zn65_reaclib);
-    rate_eval.screened_rates(k_p_Cu64_to_Zn65_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cu64_to_Zn65_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cu64_to_Zn65_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 10.0_rt, 18.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ne18) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ne18) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Cu64_to_n_Zn64_reaclib);
-    rate_eval.screened_rates(k_p_Cu64_to_n_Zn64_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cu64_to_n_Zn64_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cu64_to_n_Zn64_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 2.0_rt, 2.0_rt, 4.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He2_He4) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He2_He4) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Cu64_to_He4_Ni61_reaclib);
-    rate_eval.screened_rates(k_p_Cu64_to_He4_Ni61_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cu64_to_He4_Ni61_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cu64_to_He4_Ni61_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 17.0_rt, 34.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Cl34) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Cl34) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 29.0_rt, 65.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 6.0_rt, 12.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_C12) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_C12) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Cu65_to_Zn66_reaclib);
-    rate_eval.screened_rates(k_p_Cu65_to_Zn66_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cu65_to_Zn66_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cu65_to_Zn66_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 29.0_rt, 60.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Cu60) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Cu60) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Cu65_to_n_Zn65_reaclib);
-    rate_eval.screened_rates(k_p_Cu65_to_n_Zn65_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cu65_to_n_Zn65_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cu65_to_n_Zn65_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 28.0_rt, 58.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ni58) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ni58) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Cu65_to_He4_Ni62_reaclib);
-    rate_eval.screened_rates(k_p_Cu65_to_He4_Ni62_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Cu65_to_He4_Ni62_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Cu65_to_He4_Ni62_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 16.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_O16) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_O16) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 30.0_rt, 59.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 9.0_rt, 17.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_F17) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_F17) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Zn59_to_Ge63_reaclib);
-    rate_eval.screened_rates(k_He4_Zn59_to_Ge63_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Zn59_to_Ge63_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Zn59_to_Ge63_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 14.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_N14) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_N14) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Zn59_to_p_Ga62_reaclib);
-    rate_eval.screened_rates(k_He4_Zn59_to_p_Ga62_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Zn59_to_p_Ga62_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Zn59_to_p_Ga62_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 15.0_rt, 32.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_P32) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_P32) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 30.0_rt, 60.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 14.0_rt, 30.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Si30) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Si30) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Zn60_to_Ge64_reaclib);
-    rate_eval.screened_rates(k_He4_Zn60_to_Ge64_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Zn60_to_Ge64_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Zn60_to_Ge64_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 16.0_rt, 35.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_S35) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_S35) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Zn60_to_n_Ge63_reaclib);
-    rate_eval.screened_rates(k_He4_Zn60_to_n_Ge63_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Zn60_to_n_Ge63_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Zn60_to_n_Ge63_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 22.0_rt, 45.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ti45) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ti45) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Zn60_to_p_Ga63_reaclib);
-    rate_eval.screened_rates(k_He4_Zn60_to_p_Ga63_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Zn60_to_p_Ga63_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Zn60_to_p_Ga63_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 2.0_rt, 6.0_rt, 13.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_d_C13) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_d_C13) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 30.0_rt, 61.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 21.0_rt, 49.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Sc49) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Sc49) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Zn61_to_Ga62_reaclib);
-    rate_eval.screened_rates(k_p_Zn61_to_Ga62_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Zn61_to_Ga62_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Zn61_to_Ga62_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 1.0_rt, 1.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_p) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_p) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Zn61_to_He4_Cu58_reaclib);
-    rate_eval.screened_rates(k_p_Zn61_to_He4_Cu58_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Zn61_to_He4_Cu58_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Zn61_to_He4_Cu58_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 12.0_rt, 23.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Mg23) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Mg23) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 30.0_rt, 62.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 17.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Zn62_to_Ga63_reaclib);
-    rate_eval.screened_rates(k_p_Zn62_to_Ga63_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Zn62_to_Ga63_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Zn62_to_Ga63_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_O17) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_O17) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Zn62_to_n_Ga62_reaclib);
-    rate_eval.screened_rates(k_p_Zn62_to_n_Ga62_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Zn62_to_n_Ga62_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Zn62_to_n_Ga62_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 6.0_rt, 14.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_C14) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_C14) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Zn62_to_He4_Cu59_reaclib);
-    rate_eval.screened_rates(k_p_Zn62_to_He4_Cu59_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Zn62_to_He4_Cu59_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Zn62_to_He4_Cu59_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 11.0_rt, 21.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Na21) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Na21) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 30.0_rt, 63.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 7.0_rt, 15.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_N15) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_N15) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Zn63_to_Ga64_reaclib);
-    rate_eval.screened_rates(k_p_Zn63_to_Ga64_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Zn63_to_Ga64_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Zn63_to_Ga64_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Zn63_to_n_Ga63_reaclib);
-    rate_eval.screened_rates(k_p_Zn63_to_n_Ga63_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Zn63_to_n_Ga63_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Zn63_to_n_Ga63_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 18.0_rt, 37.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ar37) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ar37) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Zn63_to_He4_Cu60_reaclib);
-    rate_eval.screened_rates(k_p_Zn63_to_He4_Cu60_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Zn63_to_He4_Cu60_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Zn63_to_He4_Cu60_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 19.0_rt, 41.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_K41) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_K41) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 31.0_rt, 62.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 27.0_rt, 59.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Co59) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Co59) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Ga62_to_Ge63_reaclib);
-    rate_eval.screened_rates(k_p_Ga62_to_Ge63_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ga62_to_Ge63_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ga62_to_Ge63_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 17.0_rt, 37.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Cl37) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Cl37) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Ga62_to_He4_Zn59_reaclib);
-    rate_eval.screened_rates(k_p_Ga62_to_He4_Zn59_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ga62_to_He4_Zn59_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ga62_to_He4_Zn59_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 9.0_rt, 19.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_F19) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_F19) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 31.0_rt, 63.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 18.0_rt, 39.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Ga63_to_Ge64_reaclib);
-    rate_eval.screened_rates(k_p_Ga63_to_Ge64_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ga63_to_Ge64_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ga63_to_Ge64_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ar39) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ar39) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Ga63_to_n_Ge63_reaclib);
-    rate_eval.screened_rates(k_p_Ga63_to_n_Ge63_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ga63_to_n_Ge63_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ga63_to_n_Ge63_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 16.0_rt, 35.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_S35) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_S35) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Ga63_to_He4_Zn60_reaclib);
-    rate_eval.screened_rates(k_p_Ga63_to_He4_Zn60_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ga63_to_He4_Zn60_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ga63_to_He4_Zn60_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 15.0_rt, 29.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_P29) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_P29) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 2.0_rt, 2.0_rt, 3.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 26.0_rt, 52.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Fe52) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Fe52) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_d_He3_to_p_He4_reaclib);
-    rate_eval.screened_rates(k_d_He3_to_p_He4_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_d_He3_to_p_He4_reaclib);
-        rate_eval.dscreened_rates_dT(k_d_He3_to_p_He4_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 21.0_rt, 49.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Sc49) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Sc49) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 2.0_rt, 4.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 13.0_rt, 26.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_He4_to_d_He3_reaclib);
-    rate_eval.screened_rates(k_p_He4_to_d_He3_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_He4_to_d_He3_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_He4_to_d_He3_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_n_p_He4_to_Li6_reaclib);
-    rate_eval.screened_rates(k_n_p_He4_to_Li6_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_n_p_He4_to_Li6_reaclib);
-        rate_eval.dscreened_rates_dT(k_n_p_He4_to_Li6_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Al26) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Al26) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 2.0_rt, 4.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 6.0_rt, 14.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_He4_to_n_Be7_reaclib);
-    rate_eval.screened_rates(k_He4_He4_to_n_Be7_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_He4_to_n_Be7_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_He4_to_n_Be7_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_C14) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_C14) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_He4_to_p_Li7_reaclib);
-    rate_eval.screened_rates(k_He4_He4_to_p_Li7_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_He4_to_p_Li7_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_He4_to_p_Li7_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 24.0_rt, 50.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Cr50) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Cr50) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_n_He4_He4_to_Be9_reaclib);
-    rate_eval.screened_rates(k_n_He4_He4_to_Be9_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_n_He4_He4_to_Be9_reaclib);
-        rate_eval.dscreened_rates_dT(k_n_He4_He4_to_Be9_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 16.0_rt, 32.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_S32) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_S32) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_n_He4_He4_to_d_Li7_reaclib);
-    rate_eval.screened_rates(k_n_He4_He4_to_d_Li7_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_n_He4_He4_to_d_Li7_reaclib);
-        rate_eval.dscreened_rates_dT(k_n_He4_He4_to_d_Li7_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 23.0_rt, 48.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_V48) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_V48) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 2.0_rt, 3.0_rt, 6.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 30.0_rt, 64.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Zn64) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Zn64) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_d_Li6_to_n_Be7_reaclib);
-    rate_eval.screened_rates(k_d_Li6_to_n_Be7_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_d_Li6_to_n_Be7_reaclib);
-        rate_eval.dscreened_rates_dT(k_d_Li6_to_n_Be7_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 2.0_rt, 4.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_He4) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_He4) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_d_Li6_to_p_Li7_reaclib);
-    rate_eval.screened_rates(k_d_Li6_to_p_Li7_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_d_Li6_to_p_Li7_reaclib);
-        rate_eval.dscreened_rates_dT(k_d_Li6_to_p_Li7_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 29.0_rt, 64.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Cu64) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Cu64) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 3.0_rt, 7.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 21.0_rt, 46.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Sc46) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Sc46) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Li7_to_n_Be7_reaclib);
-    rate_eval.screened_rates(k_p_Li7_to_n_Be7_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Li7_to_n_Be7_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Li7_to_n_Be7_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 22.0_rt, 51.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ti51) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ti51) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Li7_to_d_Li6_reaclib);
-    rate_eval.screened_rates(k_p_Li7_to_d_Li6_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Li7_to_d_Li6_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Li7_to_d_Li6_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 27.0_rt, 54.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Co54) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Co54) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Li7_to_He4_He4_reaclib);
-    rate_eval.screened_rates(k_p_Li7_to_He4_He4_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Li7_to_He4_He4_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Li7_to_He4_He4_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 28.0_rt, 62.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ni62) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ni62) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 4.0_rt, 7.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 13.0_rt, 26.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Al26) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Al26) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Be7_to_p_B10_reaclib);
-    rate_eval.screened_rates(k_He4_Be7_to_p_B10_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Be7_to_p_B10_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Be7_to_p_B10_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 10.0_rt, 21.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ne21) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ne21) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 4.0_rt, 9.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 16.0_rt, 32.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_S32) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_S32) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Be9_to_n_C12_reaclib);
-    rate_eval.screened_rates(k_He4_Be9_to_n_C12_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Be9_to_n_C12_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Be9_to_n_C12_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 29.0_rt, 59.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Cu59) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Cu59) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 5.0_rt, 10.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 28.0_rt, 57.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ni57) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ni57) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_B10_to_He4_Be7_reaclib);
-    rate_eval.screened_rates(k_p_B10_to_He4_Be7_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_B10_to_He4_Be7_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_B10_to_He4_Be7_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 2.0_rt, 4.0_rt, 7.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_d_Be7) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_d_Be7) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 5.0_rt, 10.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 22.0_rt, 51.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ti51) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ti51) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_B10_to_n_N13_reaclib);
-    rate_eval.screened_rates(k_He4_B10_to_n_N13_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_B10_to_n_N13_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_B10_to_n_N13_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_B10_to_p_C13_reaclib);
-    rate_eval.screened_rates(k_He4_B10_to_p_C13_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_B10_to_p_C13_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_B10_to_p_C13_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 5.0_rt, 11.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 20.0_rt, 48.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_B11_to_n_N14_reaclib);
-    rate_eval.screened_rates(k_He4_B11_to_n_N14_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_B11_to_n_N14_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_B11_to_n_N14_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ca48) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ca48) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_B11_to_p_C14_reaclib);
-    rate_eval.screened_rates(k_He4_B11_to_p_C14_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_B11_to_p_C14_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_B11_to_p_C14_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(6.0_rt, 12.0_rt, 6.0_rt, 12.0_rt);
-        static_assert(scn_fac.z1 == 6.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_C12_to_n_Mg23_reaclib);
-    rate_eval.screened_rates(k_C12_C12_to_n_Mg23_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_C12_to_n_Mg23_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_n_Mg23_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib);
-    rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-    ratraw = rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib);
-    rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 25.0_rt, 53.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Mn53) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Mn53) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 2.0_rt, 6.0_rt, 13.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 30.0_rt, 66.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Zn66) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Zn66) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_d_C13_to_n_N14_reaclib);
-    rate_eval.screened_rates(k_d_C13_to_n_N14_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_d_C13_to_n_N14_reaclib);
-        rate_eval.dscreened_rates_dT(k_d_C13_to_n_N14_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 6.0_rt, 13.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 30.0_rt, 59.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He4_C13_to_n_O16_reaclib);
-    rate_eval.screened_rates(k_He4_C13_to_n_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_C13_to_n_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_C13_to_n_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Zn59) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Zn59) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 2.0_rt, 6.0_rt, 14.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 4.0_rt, 9.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Be9) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Be9) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_d_C14_to_n_N15_reaclib);
-    rate_eval.screened_rates(k_d_C14_to_n_N15_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_d_C14_to_n_N15_reaclib);
-        rate_eval.dscreened_rates_dT(k_d_C14_to_n_N15_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 13.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 15.0_rt, 30.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_P30) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_P30) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib);
-    rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 27.0_rt, 56.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Co56) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Co56) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(6.0_rt, 12.0_rt, 8.0_rt, 16.0_rt);
-        static_assert(scn_fac.z1 == 6.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 29.0_rt, 59.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Cu59) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Cu59) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_C12_O16_to_p_Al27_reaclib);
-    rate_eval.screened_rates(k_C12_O16_to_p_Al27_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_O16_to_p_Al27_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_p_Al27_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 14.0_rt, 28.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Si28) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Si28) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_C12_O16_to_He4_Mg24_reaclib);
-    rate_eval.screened_rates(k_C12_O16_to_He4_Mg24_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_O16_to_He4_Mg24_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_He4_Mg24_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 26.0_rt, 54.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Fe54) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Fe54) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(8.0_rt, 16.0_rt, 8.0_rt, 16.0_rt);
-        static_assert(scn_fac.z1 == 8.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 28.0_rt, 57.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ni57) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ni57) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_O16_O16_to_p_P31_reaclib);
-    rate_eval.screened_rates(k_O16_O16_to_p_P31_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_O16_O16_to_p_P31_reaclib);
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_p_P31_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 22.0_rt, 48.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ti48) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ti48) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_O16_O16_to_He4_Si28_reaclib);
-    rate_eval.screened_rates(k_O16_O16_to_He4_Si28_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_O16_O16_to_He4_Si28_reaclib);
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_He4_Si28_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 20.0_rt, 44.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ca44) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ca44) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 10.0_rt, 18.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 12.0_rt, 26.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Mg26) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Mg26) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Ne18_to_p_Na21_reaclib);
-    rate_eval.screened_rates(k_He4_Ne18_to_p_Na21_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ne18_to_p_Na21_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ne18_to_p_Na21_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 4.0_rt, 8.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Be8) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Be8) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(6.0_rt, 12.0_rt, 10.0_rt, 20.0_rt);
-        static_assert(scn_fac.z1 == 6.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 20.0_rt, 46.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ca46) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ca46) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_C12_Ne20_to_p_P31_reaclib);
-    rate_eval.screened_rates(k_C12_Ne20_to_p_P31_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_Ne20_to_p_P31_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_Ne20_to_p_P31_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 3.0_rt, 2.0_rt, 3.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He3_He3) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He3_He3) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_C12_Ne20_to_He4_Si28_reaclib);
-    rate_eval.screened_rates(k_C12_Ne20_to_He4_Si28_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_C12_Ne20_to_He4_Si28_reaclib);
-        rate_eval.dscreened_rates_dT(k_C12_Ne20_to_He4_Si28_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 20.0_rt, 41.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ca41) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ca41) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 11.0_rt, 21.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 27.0_rt, 57.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Co57) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Co57) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Na21_to_He4_Ne18_reaclib);
-    rate_eval.screened_rates(k_p_Na21_to_He4_Ne18_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Na21_to_He4_Ne18_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Na21_to_He4_Ne18_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 19.0_rt, 39.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_K39) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_K39) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 12.0_rt, 23.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 3.0_rt, 2.0_rt, 4.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He3_He4) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He3_He4) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Mg23_to_p_Al26_reaclib);
-    rate_eval.screened_rates(k_He4_Mg23_to_p_Al26_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Mg23_to_p_Al26_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Mg23_to_p_Al26_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 26.0_rt, 55.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Fe55) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Fe55) = dlog_scor_dT;
+        }
     }
 
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 17.0_rt, 35.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Cl35) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Cl35) = dlog_scor_dT;
+        }
+    }
 
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 13.0_rt, 26.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 6.0_rt, 13.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_C13) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_C13) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Al26_to_He4_Mg23_reaclib);
-    rate_eval.screened_rates(k_p_Al26_to_He4_Mg23_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Al26_to_He4_Mg23_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Al26_to_He4_Mg23_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 30.0_rt, 61.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Zn61) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Zn61) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 19.0_rt, 37.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 16.0_rt, 33.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_S33) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_S33) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_K37_to_p_Ca40_reaclib);
-    rate_eval.screened_rates(k_He4_K37_to_p_Ca40_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_K37_to_p_Ca40_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_K37_to_p_Ca40_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 5.0_rt, 11.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_B11) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_B11) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 19.0_rt, 38.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 28.0_rt, 59.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ni59) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ni59) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_K38_to_p_Ca41_reaclib);
-    rate_eval.screened_rates(k_He4_K38_to_p_Ca41_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_K38_to_p_Ca41_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_K38_to_p_Ca41_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
-
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 20.0_rt, 40.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 2.0_rt, 3.0_rt, 7.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_d_Li7) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_d_Li7) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Ca40_to_He4_K37_reaclib);
-    rate_eval.screened_rates(k_p_Ca40_to_He4_K37_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ca40_to_He4_K37_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ca40_to_He4_K37_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 24.0_rt, 53.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Cr53) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Cr53) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 20.0_rt, 41.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 22.0_rt, 50.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ti50) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ti50) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Ca41_to_He4_K38_reaclib);
-    rate_eval.screened_rates(k_p_Ca41_to_He4_K38_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ca41_to_He4_K38_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ca41_to_He4_K38_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 23.0_rt, 51.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_V51) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_V51) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 20.0_rt, 48.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 21.0_rt, 47.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Sc47) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Sc47) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Ca48_to_n_Ti51_reaclib);
-    rate_eval.screened_rates(k_He4_Ca48_to_n_Ti51_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ca48_to_n_Ti51_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ca48_to_n_Ti51_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 13.0_rt, 25.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Al25) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Al25) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 21.0_rt, 49.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 6.0_rt, 12.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_C12) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_C12) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Sc49_to_n_V52_reaclib);
-    rate_eval.screened_rates(k_He4_Sc49_to_n_V52_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Sc49_to_n_V52_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Sc49_to_n_V52_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 20.0_rt, 41.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ca41) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ca41) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 22.0_rt, 51.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 19.0_rt, 39.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_K39) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_K39) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Ti51_to_n_Cr54_reaclib);
-    rate_eval.screened_rates(k_He4_Ti51_to_n_Cr54_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ti51_to_n_Cr54_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ti51_to_n_Cr54_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 22.0_rt, 46.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ti46) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ti46) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 23.0_rt, 52.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 29.0_rt, 62.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Cu62) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Cu62) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_V52_to_n_Mn55_reaclib);
-    rate_eval.screened_rates(k_He4_V52_to_n_Mn55_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_V52_to_n_Mn55_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_V52_to_n_Mn55_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 21.0_rt, 44.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Sc44) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Sc44) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 28.0_rt, 63.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 22.0_rt, 50.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ti50) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ti50) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Ni63_to_n_Zn66_reaclib);
-    rate_eval.screened_rates(k_He4_Ni63_to_n_Zn66_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Ni63_to_n_Zn66_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Ni63_to_n_Zn66_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 28.0_rt, 60.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ni60) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ni60) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 29.0_rt, 57.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 26.0_rt, 57.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Fe57) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Fe57) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Cu57_to_p_Zn60_reaclib);
-    rate_eval.screened_rates(k_He4_Cu57_to_p_Zn60_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cu57_to_p_Zn60_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cu57_to_p_Zn60_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 8.0_rt, 18.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_O18) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_O18) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 29.0_rt, 61.0_rt);
-        static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 14.0_rt, 32.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Si32) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Si32) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Cu61_to_n_Ga64_reaclib);
-    rate_eval.screened_rates(k_He4_Cu61_to_n_Ga64_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cu61_to_n_Ga64_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cu61_to_n_Ga64_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 26.0_rt, 58.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Fe58) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Fe58) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Cu61_to_p_Zn64_reaclib);
-    rate_eval.screened_rates(k_He4_Cu61_to_p_Zn64_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cu61_to_p_Zn64_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cu61_to_p_Zn64_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 18.0_rt, 40.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ar40) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ar40) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 29.0_rt, 62.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 24.0_rt, 48.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Cr48) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Cr48) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Cu62_to_p_Zn65_reaclib);
-    rate_eval.screened_rates(k_He4_Cu62_to_p_Zn65_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cu62_to_p_Zn65_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cu62_to_p_Zn65_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 22.0_rt, 45.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ti45) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ti45) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 29.0_rt, 63.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 23.0_rt, 46.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_V46) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_V46) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Cu63_to_p_Zn66_reaclib);
-    rate_eval.screened_rates(k_He4_Cu63_to_p_Zn66_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Cu63_to_p_Zn66_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Cu63_to_p_Zn66_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 8.0_rt, 17.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_O17) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_O17) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 30.0_rt, 60.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 28.0_rt, 56.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_p_Zn60_to_He4_Cu57_reaclib);
-    rate_eval.screened_rates(k_p_Zn60_to_He4_Cu57_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Zn60_to_He4_Cu57_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Zn60_to_He4_Cu57_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ni56) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ni56) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 30.0_rt, 61.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 7.0_rt, 15.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_N15) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_N15) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Zn61_to_n_Ge64_reaclib);
-    rate_eval.screened_rates(k_He4_Zn61_to_n_Ge64_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Zn61_to_n_Ge64_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Zn61_to_n_Ge64_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 19.0_rt, 41.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_K41) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_K41) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_Zn61_to_p_Ga64_reaclib);
-    rate_eval.screened_rates(k_He4_Zn61_to_p_Ga64_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_Zn61_to_p_Ga64_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_Zn61_to_p_Ga64_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 21.0_rt, 44.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Sc44) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Sc44) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 30.0_rt, 64.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 25.0_rt, 51.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Mn51) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Mn51) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Zn64_to_n_Ga64_reaclib);
-    rate_eval.screened_rates(k_p_Zn64_to_n_Ga64_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Zn64_to_n_Ga64_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Zn64_to_n_Ga64_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 18.0_rt, 39.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ar39) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ar39) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Zn64_to_He4_Cu61_reaclib);
-    rate_eval.screened_rates(k_p_Zn64_to_He4_Cu61_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Zn64_to_He4_Cu61_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Zn64_to_He4_Cu61_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 26.0_rt, 57.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Fe57) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Fe57) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 30.0_rt, 65.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 27.0_rt, 59.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Co59) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Co59) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Zn65_to_He4_Cu62_reaclib);
-    rate_eval.screened_rates(k_p_Zn65_to_He4_Cu62_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Zn65_to_He4_Cu62_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Zn65_to_He4_Cu62_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 29.0_rt, 62.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Cu62) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Cu62) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 30.0_rt, 66.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 4.0_rt, 7.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Be7) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Be7) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Zn66_to_He4_Cu63_reaclib);
-    rate_eval.screened_rates(k_p_Zn66_to_He4_Cu63_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Zn66_to_He4_Cu63_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Zn66_to_He4_Cu63_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 24.0_rt, 51.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Cr51) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Cr51) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 31.0_rt, 64.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 11.0_rt, 23.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Na23) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Na23) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Ga64_to_n_Ge64_reaclib);
-    rate_eval.screened_rates(k_p_Ga64_to_n_Ge64_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ga64_to_n_Ge64_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ga64_to_n_Ge64_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 23.0_rt, 49.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_V49) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_V49) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_Ga64_to_He4_Zn61_reaclib);
-    rate_eval.screened_rates(k_p_Ga64_to_He4_Zn61_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_Ga64_to_He4_Zn61_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_Ga64_to_He4_Zn61_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 29.0_rt, 57.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Cu57) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Cu57) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 3.0_rt, 2.0_rt, 3.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 26.0_rt, 52.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Fe52) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Fe52) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He3_He3_to_p_p_He4_reaclib);
-    rate_eval.screened_rates(k_He3_He3_to_p_p_He4_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He3_He3_to_p_p_He4_reaclib);
-        rate_eval.dscreened_rates_dT(k_He3_He3_to_p_p_He4_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 2.0_rt, 3.0_rt, 6.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_d_Li6) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_d_Li6) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 2.0_rt, 3.0_rt, 7.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 28.0_rt, 63.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ni63) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ni63) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_d_Li7_to_n_He4_He4_reaclib);
-    rate_eval.screened_rates(k_d_Li7_to_n_He4_He4_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_d_Li7_to_n_He4_He4_reaclib);
-        rate_eval.dscreened_rates_dT(k_d_Li7_to_n_He4_He4_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 19.0_rt, 37.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_K37) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_K37) = dlog_scor_dT;
+        }
     }
 
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 24.0_rt, 50.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Cr50) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Cr50) = dlog_scor_dT;
+        }
+    }
 
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 2.0_rt, 4.0_rt, 7.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 7.0_rt, 13.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_N13) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_N13) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_d_Be7_to_p_He4_He4_reaclib);
-    rate_eval.screened_rates(k_d_Be7_to_p_He4_He4_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_d_Be7_to_p_He4_He4_reaclib);
-        rate_eval.dscreened_rates_dT(k_d_Be7_to_p_He4_He4_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 25.0_rt, 51.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Mn51) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Mn51) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 3.0_rt, 3.0_rt, 7.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 23.0_rt, 48.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_V48) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_V48) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He3_Li7_to_n_p_He4_He4_reaclib);
-    rate_eval.screened_rates(k_He3_Li7_to_n_p_He4_He4_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He3_Li7_to_n_p_He4_He4_reaclib);
-        rate_eval.dscreened_rates_dT(k_He3_Li7_to_n_p_He4_He4_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 5.0_rt, 10.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_B10) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_B10) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 3.0_rt, 4.0_rt, 7.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 4.0_rt, 7.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
-
-    ratraw = rate_eval.screened_rates(k_He3_Be7_to_p_p_He4_He4_reaclib);
-    rate_eval.screened_rates(k_He3_Be7_to_p_p_He4_He4_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He3_Be7_to_p_p_He4_He4_reaclib);
-        rate_eval.dscreened_rates_dT(k_He3_Be7_to_p_p_He4_He4_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Be7) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Be7) = dlog_scor_dT;
+        }
     }
 
-
     {
         constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 2.0_rt, 4.0_rt);
         static_assert(scn_fac.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_He4) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_He4) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac2 = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 4.0_rt, 8.0_rt);
-        static_assert(scn_fac2.z1 == 2.0_rt);
-        actual_screen(pstate, scn_fac2, scor2, dscor2_dt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 11.0_rt, 23.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Na23) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Na23) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib);
-    rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib) *= scor * scor2;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib) = ratraw * (scor * dscor2_dt + dscor_dt * scor2) + dratraw_dT * scor * scor2;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 21.0_rt, 46.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Sc46) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Sc46) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_He4_He4_He4_to_p_B11_reaclib);
-    rate_eval.screened_rates(k_He4_He4_He4_to_p_B11_reaclib) *= scor * scor2;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_p_B11_reaclib);
-        rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_p_B11_reaclib) = ratraw * (scor * dscor2_dt + dscor_dt * scor2) + dratraw_dT * scor * scor2;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(2.0_rt, 4.0_rt, 28.0_rt, 62.0_rt);
+        static_assert(scn_fac.z1 == 2.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_He4_Ni62) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_He4_Ni62) = dlog_scor_dT;
+        }
     }
 
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(6.0_rt, 12.0_rt, 10.0_rt, 20.0_rt);
+        static_assert(scn_fac.z1 == 6.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_C12_Ne20) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_C12_Ne20) = dlog_scor_dT;
+        }
+    }
 
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 1.0_rt, 1.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 25.0_rt, 54.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Mn54) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Mn54) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_p_He4_to_He3_He3_reaclib);
-    rate_eval.screened_rates(k_p_p_He4_to_He3_He3_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_p_He4_to_He3_He3_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_p_He4_to_He3_He3_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
+    {
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 20.0_rt, 40.0_rt);
+        static_assert(scn_fac.z1 == 1.0_rt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ca40) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ca40) = dlog_scor_dT;
+        }
     }
 
-
     {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 2.0_rt, 4.0_rt);
+        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 18.0_rt, 36.0_rt);
         static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
+        actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+        rate_eval.log_screen(k_p_Ar36) = log_scor;
+        if constexpr (do_T_derivatives) {
+            rate_eval.dlog_screen_dT(k_p_Ar36) = dlog_scor_dT;
+        }
     }
 
-    ratraw = rate_eval.screened_rates(k_p_He4_He4_to_n_B8_reaclib);
-    rate_eval.screened_rates(k_p_He4_He4_to_n_B8_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_He4_He4_to_n_B8_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_He4_He4_to_n_B8_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+}
+#endif
 
-    ratraw = rate_eval.screened_rates(k_p_He4_He4_to_d_Be7_reaclib);
-    rate_eval.screened_rates(k_p_He4_He4_to_d_Be7_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_p_He4_He4_to_d_Be7_reaclib);
-        rate_eval.dscreened_rates_dT(k_p_He4_He4_to_d_Be7_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
 
-    ratraw = rate_eval.screened_rates(k_n_p_He4_He4_to_He3_Li7_reaclib);
-    rate_eval.screened_rates(k_n_p_He4_He4_to_He3_Li7_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_n_p_He4_He4_to_He3_Li7_reaclib);
-        rate_eval.dscreened_rates_dT(k_n_p_He4_He4_to_He3_Li7_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+template <int do_T_derivatives, typename T>
+AMREX_GPU_DEVICE AMREX_INLINE
+void evaluate_rates(const burn_t& state,
+                    const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                    T& rate_eval) {
 
-    ratraw = rate_eval.screened_rates(k_n_p_He4_He4_to_p_Be9_reaclib);
-    rate_eval.screened_rates(k_n_p_He4_He4_to_p_Be9_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_n_p_He4_He4_to_p_Be9_reaclib);
-        rate_eval.dscreened_rates_dT(k_n_p_He4_He4_to_p_Be9_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    // here Y is consistent with state.xn
 
+    [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
 
-    {
-        constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 2.0_rt, 2.0_rt, 4.0_rt);
-        static_assert(scn_fac.z1 == 1.0_rt);
-        actual_screen(pstate, scn_fac, scor, dscor_dt);
-    }
+    const tf_t tfactors = evaluate_tfactors(state.T);
 
-    ratraw = rate_eval.screened_rates(k_d_He4_He4_to_p_Be9_reaclib);
-    rate_eval.screened_rates(k_d_He4_He4_to_p_Be9_reaclib) *= scor;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        dratraw_dT = rate_eval.dscreened_rates_dT(k_d_He4_He4_to_p_Be9_reaclib);
-        rate_eval.dscreened_rates_dT(k_d_He4_He4_to_p_Be9_reaclib) = ratraw * dscor_dt + dratraw_dT * scor;
-    }
+    // Precompute screening terms
 
+#ifdef SCREENING
+    evaluate_screening<do_T_derivatives, T>(state, Y, rate_eval);
 #endif
 
+    // Fill in different rates
+
+    fill_reaclib_rates<do_T_derivatives, T>(tfactors, rate_eval);
+
+    temp_tabular::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
+
+    // fill modified rates next -- these can have ReacLib or
+    // TemperatureTabular/StarLib rates as the original rate
+    modified_rates::fill_rates<do_T_derivatives, T>(tfactors, rate_eval);
+
+    // Calculate Derived Rates next. This should go last but before
+    // approx rates, since those may have ReacLibRate,
+    // TemperatureTabularRate / StarLibRate, or DerivedRate as the
+    // underlying rate.
+
+    fill_derived_rates<do_T_derivatives, T>(tfactors, rate_eval);
+
+
     // Fill approximate rates
 
     fill_approx_rates<do_T_derivatives, T>(tfactors, state.rho, Y, rate_eval);
 
-    // Calculate tabular rates
+    // Calculate tabular weak rates
 
     [[maybe_unused]] amrex::Real rate, drate_dt, edot_nu, edot_gamma;
 
@@ -8686,7 +4465,7 @@ void evaluate_rates(const burn_t& state,
 
 // backwards-compatible wrapper
 template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void evaluate_rates(const burn_t& state,
                     T& rate_eval) {
 
@@ -8701,17 +4480,19 @@ void evaluate_rates(const burn_t& state,
 
 
 #ifdef NSE_NET
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_ydot_weak(const burn_t& state,
-             amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
-             amrex::Real& enuc_weak,
-             [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y) {
+                   amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
+                   amrex::Real& enuc_weak,
+                   [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y) {
     ///
     /// Calculate Ydots contribute only from weak reactions.
     /// This is used to calculate dyedt and energy generation from
     /// weak reactions for self-consistent NSE
     ///
 
+    using namespace modified_rates;
+    using namespace temp_tabular;
 
     // initialize ydot_nuc to 0
 
@@ -8721,870 +4502,1049 @@ void get_ydot_weak(const burn_t& state,
 
     rate_t rate_eval;
 
-    [[maybe_unused]] amrex::Real rate, drate_dt, edot_nu, edot_gamma;
+    constexpr int do_T_derivatives = 0;
+    [[maybe_unused]] amrex::Real rate, drate_dT, edot_nu, edot_gamma;
     [[maybe_unused]] amrex::Real rhoy = state.rho * state.y_e;
 
     rate_eval.enuc_weak = 0.0_rt;
 
-    // Calculate tabular rates and get ydot_weak
+    // Compute all weak rates and get ydot_weak
+
+#ifdef SCREENING
+    {
+        plasma_state_t<amrex::Real> pstate{};
+        fill_plasma_state(pstate, state.T, state.rho, Y);
+        amrex::Real log_scor, dlog_scor_dT;
+        {
+            constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 2.0_rt, 3.0_rt);
+            static_assert(scn_fac.z1 == 1.0_rt);
+            actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+            rate_eval.log_screen(k_p_He3) = log_scor;
+        }
+
+        {
+            constexpr auto scn_fac = scrn::calculate_screen_factor(1.0_rt, 1.0_rt, 1.0_rt, 1.0_rt);
+            static_assert(scn_fac.z1 == 1.0_rt);
+            actual_log_screen(pstate, scn_fac, log_scor, dlog_scor_dT);
+            rate_eval.log_screen(k_p_p) = log_scor;
+        }
+
+    }
+#endif
+
+    const tf_t tfactors = evaluate_tfactors(state.T);
+
+    {
+        // Be7_to_Li7_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Be7_to_Li7_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Be7_to_Li7_reaclib) = rate;
+    }
+
+    {
+        // C14_to_N14_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_C14_to_N14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C14_to_N14_reaclib) = rate;
+    }
+
+    {
+        // N13_to_C13_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_N13_to_C13_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_N13_to_C13_reaclib) = rate;
+    }
+
+    {
+        // O14_to_N14_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O14_to_N14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O14_to_N14_reaclib) = rate;
+    }
+
+    {
+        // O15_to_N15_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O15_to_N15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O15_to_N15_reaclib) = rate;
+    }
+
+    {
+        // F17_to_O17_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_F17_to_O17_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_F17_to_O17_reaclib) = rate;
+    }
+
+    {
+        // F18_to_O18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_F18_to_O18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_F18_to_O18_reaclib) = rate;
+    }
+
+    {
+        // Ne18_to_F18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne18_to_F18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ne18_to_F18_reaclib) = rate;
+    }
+
+    {
+        // Ne19_to_F19_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne19_to_F19_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ne19_to_F19_reaclib) = rate;
+    }
+
+    {
+        // Zn59_to_Cu59_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Zn59_to_Cu59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Zn59_to_Cu59_reaclib) = rate;
+    }
+
+    {
+        // Ge63_to_Ga63_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ge63_to_Ga63_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ge63_to_Ga63_reaclib) = rate;
+    }
+
+    {
+        // B8_to_He4_He4_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_B8_to_He4_He4_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_B8_to_He4_He4_reaclib) = rate;
+    }
+
+    {
+        // Zn59_to_p_Ni58_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Zn59_to_p_Ni58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Zn59_to_p_Ni58_reaclib) = rate;
+    }
+
+    {
+        // p_p_to_d_reaclib_beta_pos
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_p);
+#endif
+        rate_p_p_to_d_reaclib_beta_pos<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_p_to_d_reaclib_beta_pos) = rate;
+    }
+
+    {
+        // p_p_to_d_reaclib_electron_capture
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_p);
+#endif
+        rate_p_p_to_d_reaclib_electron_capture<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_p_to_d_reaclib_electron_capture) = rate;
+    }
+
+    {
+        // p_He3_to_He4_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_He3);
+#endif
+        rate_p_He3_to_He4_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_He3_to_He4_reaclib) = rate;
+    }
 
     amrex::Real log_temp = std::log10(state.T);
     amrex::Real log_rhoy = std::log10(rhoy);
 
     tabular_evaluate(j_Na21_Ne21_meta, j_Na21_Ne21_rhoy, j_Na21_Ne21_temp, j_Na21_Ne21_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Na21_to_Ne21_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Na21) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ne21_Na21_meta, j_Ne21_Na21_rhoy, j_Ne21_Na21_temp, j_Ne21_Na21_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ne21_to_Na21_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ne21) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Na22_Ne22_meta, j_Na22_Ne22_rhoy, j_Na22_Ne22_temp, j_Na22_Ne22_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Na22_to_Ne22_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Na22) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ne22_Na22_meta, j_Ne22_Na22_rhoy, j_Ne22_Na22_temp, j_Ne22_Na22_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ne22_to_Na22_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ne22) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Mg23_Na23_meta, j_Mg23_Na23_rhoy, j_Mg23_Na23_temp, j_Mg23_Na23_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Mg23_to_Na23_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Mg23) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Na23_Mg23_meta, j_Na23_Mg23_rhoy, j_Na23_Mg23_temp, j_Na23_Mg23_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Na23_to_Mg23_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Na23) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Al25_Mg25_meta, j_Al25_Mg25_rhoy, j_Al25_Mg25_temp, j_Al25_Mg25_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Al25_to_Mg25_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Al25) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Mg25_Al25_meta, j_Mg25_Al25_rhoy, j_Mg25_Al25_temp, j_Mg25_Al25_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Mg25_to_Al25_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Mg25) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Al26_Mg26_meta, j_Al26_Mg26_rhoy, j_Al26_Mg26_temp, j_Al26_Mg26_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Al26_to_Mg26_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Al26) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Mg26_Al26_meta, j_Mg26_Al26_rhoy, j_Mg26_Al26_temp, j_Mg26_Al26_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Mg26_to_Al26_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Mg26) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_P29_Si29_meta, j_P29_Si29_rhoy, j_P29_Si29_temp, j_P29_Si29_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_P29_to_Si29_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(P29) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Si29_P29_meta, j_Si29_P29_rhoy, j_Si29_P29_temp, j_Si29_P29_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Si29_to_P29_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Si29) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_P30_Si30_meta, j_P30_Si30_rhoy, j_P30_Si30_temp, j_P30_Si30_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_P30_to_Si30_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(P30) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Si30_P30_meta, j_Si30_P30_rhoy, j_Si30_P30_temp, j_Si30_P30_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Si30_to_P30_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Si30) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_P31_Si31_meta, j_P31_Si31_rhoy, j_P31_Si31_temp, j_P31_Si31_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_P31_to_Si31_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(P31) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Si31_P31_meta, j_Si31_P31_rhoy, j_Si31_P31_temp, j_Si31_P31_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Si31_to_P31_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Si31) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_P32_S32_meta, j_P32_S32_rhoy, j_P32_S32_temp, j_P32_S32_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_P32_to_S32_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(P32) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_P32_Si32_meta, j_P32_Si32_rhoy, j_P32_Si32_temp, j_P32_Si32_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_P32_to_Si32_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(P32) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_S32_P32_meta, j_S32_P32_rhoy, j_S32_P32_temp, j_S32_P32_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_S32_to_P32_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(S32) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Si32_P32_meta, j_Si32_P32_rhoy, j_Si32_P32_temp, j_Si32_P32_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Si32_to_P32_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Si32) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Cl33_S33_meta, j_Cl33_S33_rhoy, j_Cl33_S33_temp, j_Cl33_S33_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Cl33_to_S33_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Cl33) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_P33_S33_meta, j_P33_S33_rhoy, j_P33_S33_temp, j_P33_S33_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_P33_to_S33_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(P33) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_S33_Cl33_meta, j_S33_Cl33_rhoy, j_S33_Cl33_temp, j_S33_Cl33_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_S33_to_Cl33_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(S33) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_S33_P33_meta, j_S33_P33_rhoy, j_S33_P33_temp, j_S33_P33_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_S33_to_P33_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(S33) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Cl34_S34_meta, j_Cl34_S34_rhoy, j_Cl34_S34_temp, j_Cl34_S34_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Cl34_to_S34_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Cl34) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_S34_Cl34_meta, j_S34_Cl34_rhoy, j_S34_Cl34_temp, j_S34_Cl34_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_S34_to_Cl34_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(S34) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Cl35_S35_meta, j_Cl35_S35_rhoy, j_Cl35_S35_temp, j_Cl35_S35_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Cl35_to_S35_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Cl35) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_S35_Cl35_meta, j_S35_Cl35_rhoy, j_S35_Cl35_temp, j_S35_Cl35_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_S35_to_Cl35_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(S35) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ar36_Cl36_meta, j_Ar36_Cl36_rhoy, j_Ar36_Cl36_temp, j_Ar36_Cl36_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ar36_to_Cl36_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ar36) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Cl36_Ar36_meta, j_Cl36_Ar36_rhoy, j_Cl36_Ar36_temp, j_Cl36_Ar36_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Cl36_to_Ar36_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Cl36) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Cl36_S36_meta, j_Cl36_S36_rhoy, j_Cl36_S36_temp, j_Cl36_S36_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Cl36_to_S36_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Cl36) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_S36_Cl36_meta, j_S36_Cl36_rhoy, j_S36_Cl36_temp, j_S36_Cl36_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_S36_to_Cl36_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(S36) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ar37_Cl37_meta, j_Ar37_Cl37_rhoy, j_Ar37_Cl37_temp, j_Ar37_Cl37_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ar37_to_Cl37_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ar37) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ar37_K37_meta, j_Ar37_K37_rhoy, j_Ar37_K37_temp, j_Ar37_K37_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ar37_to_K37_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ar37) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Cl37_Ar37_meta, j_Cl37_Ar37_rhoy, j_Cl37_Ar37_temp, j_Cl37_Ar37_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Cl37_to_Ar37_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Cl37) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_K37_Ar37_meta, j_K37_Ar37_rhoy, j_K37_Ar37_temp, j_K37_Ar37_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_K37_to_Ar37_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(K37) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ar38_K38_meta, j_Ar38_K38_rhoy, j_Ar38_K38_temp, j_Ar38_K38_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ar38_to_K38_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ar38) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_K38_Ar38_meta, j_K38_Ar38_rhoy, j_K38_Ar38_temp, j_K38_Ar38_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_K38_to_Ar38_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(K38) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ar39_K39_meta, j_Ar39_K39_rhoy, j_Ar39_K39_temp, j_Ar39_K39_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ar39_to_K39_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ar39) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_K39_Ar39_meta, j_K39_Ar39_rhoy, j_K39_Ar39_temp, j_K39_Ar39_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_K39_to_Ar39_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(K39) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ar40_K40_meta, j_Ar40_K40_rhoy, j_Ar40_K40_temp, j_Ar40_K40_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ar40_to_K40_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ar40) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ca40_K40_meta, j_Ca40_K40_rhoy, j_Ca40_K40_temp, j_Ca40_K40_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ca40_to_K40_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ca40) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_K40_Ar40_meta, j_K40_Ar40_rhoy, j_K40_Ar40_temp, j_K40_Ar40_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_K40_to_Ar40_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(K40) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_K40_Ca40_meta, j_K40_Ca40_rhoy, j_K40_Ca40_temp, j_K40_Ca40_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_K40_to_Ca40_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(K40) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ca41_K41_meta, j_Ca41_K41_rhoy, j_Ca41_K41_temp, j_Ca41_K41_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ca41_to_K41_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ca41) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_K41_Ca41_meta, j_K41_Ca41_rhoy, j_K41_Ca41_temp, j_K41_Ca41_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_K41_to_Ca41_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(K41) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ca43_Sc43_meta, j_Ca43_Sc43_rhoy, j_Ca43_Sc43_temp, j_Ca43_Sc43_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ca43_to_Sc43_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ca43) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Sc43_Ca43_meta, j_Sc43_Ca43_rhoy, j_Sc43_Ca43_temp, j_Sc43_Ca43_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Sc43_to_Ca43_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Sc43) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ca44_Sc44_meta, j_Ca44_Sc44_rhoy, j_Ca44_Sc44_temp, j_Ca44_Sc44_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ca44_to_Sc44_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ca44) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Sc44_Ca44_meta, j_Sc44_Ca44_rhoy, j_Sc44_Ca44_temp, j_Sc44_Ca44_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Sc44_to_Ca44_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Sc44) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Sc44_Ti44_meta, j_Sc44_Ti44_rhoy, j_Sc44_Ti44_temp, j_Sc44_Ti44_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Sc44_to_Ti44_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Sc44) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ti44_Sc44_meta, j_Ti44_Sc44_rhoy, j_Ti44_Sc44_temp, j_Ti44_Sc44_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ti44_to_Sc44_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ti44) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Co53_Fe53_meta, j_Co53_Fe53_rhoy, j_Co53_Fe53_temp, j_Co53_Fe53_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Co53_to_Fe53_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Co53) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Fe53_Co53_meta, j_Fe53_Co53_rhoy, j_Fe53_Co53_temp, j_Fe53_Co53_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Fe53_to_Co53_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Fe53) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Cu57_Ni57_meta, j_Cu57_Ni57_rhoy, j_Cu57_Ni57_temp, j_Cu57_Ni57_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Cu57_to_Ni57_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Cu57) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ni57_Cu57_meta, j_Ni57_Cu57_rhoy, j_Ni57_Cu57_temp, j_Ni57_Cu57_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ni57_to_Cu57_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ni57) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ca45_Sc45_meta, j_Ca45_Sc45_rhoy, j_Ca45_Sc45_temp, j_Ca45_Sc45_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ca45_to_Sc45_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ca45) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Sc45_Ca45_meta, j_Sc45_Ca45_rhoy, j_Sc45_Ca45_temp, j_Sc45_Ca45_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Sc45_to_Ca45_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Sc45) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Sc45_Ti45_meta, j_Sc45_Ti45_rhoy, j_Sc45_Ti45_temp, j_Sc45_Ti45_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Sc45_to_Ti45_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Sc45) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ti45_Sc45_meta, j_Ti45_Sc45_rhoy, j_Ti45_Sc45_temp, j_Ti45_Sc45_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ti45_to_Sc45_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ti45) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ca46_Sc46_meta, j_Ca46_Sc46_rhoy, j_Ca46_Sc46_temp, j_Ca46_Sc46_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ca46_to_Sc46_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ca46) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Sc46_Ca46_meta, j_Sc46_Ca46_rhoy, j_Sc46_Ca46_temp, j_Sc46_Ca46_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Sc46_to_Ca46_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Sc46) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Sc46_Ti46_meta, j_Sc46_Ti46_rhoy, j_Sc46_Ti46_temp, j_Sc46_Ti46_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Sc46_to_Ti46_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Sc46) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ti46_Sc46_meta, j_Ti46_Sc46_rhoy, j_Ti46_Sc46_temp, j_Ti46_Sc46_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ti46_to_Sc46_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ti46) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ti46_V46_meta, j_Ti46_V46_rhoy, j_Ti46_V46_temp, j_Ti46_V46_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ti46_to_V46_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ti46) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_V46_Ti46_meta, j_V46_Ti46_rhoy, j_V46_Ti46_temp, j_V46_Ti46_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_V46_to_Ti46_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(V46) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ca47_Sc47_meta, j_Ca47_Sc47_rhoy, j_Ca47_Sc47_temp, j_Ca47_Sc47_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ca47_to_Sc47_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ca47) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Sc47_Ca47_meta, j_Sc47_Ca47_rhoy, j_Sc47_Ca47_temp, j_Sc47_Ca47_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Sc47_to_Ca47_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Sc47) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Sc47_Ti47_meta, j_Sc47_Ti47_rhoy, j_Sc47_Ti47_temp, j_Sc47_Ti47_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Sc47_to_Ti47_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Sc47) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ti47_Sc47_meta, j_Ti47_Sc47_rhoy, j_Ti47_Sc47_temp, j_Ti47_Sc47_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ti47_to_Sc47_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ti47) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ti47_V47_meta, j_Ti47_V47_rhoy, j_Ti47_V47_temp, j_Ti47_V47_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ti47_to_V47_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ti47) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_V47_Ti47_meta, j_V47_Ti47_rhoy, j_V47_Ti47_temp, j_V47_Ti47_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_V47_to_Ti47_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(V47) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ca48_Sc48_meta, j_Ca48_Sc48_rhoy, j_Ca48_Sc48_temp, j_Ca48_Sc48_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ca48_to_Sc48_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ca48) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Cr48_V48_meta, j_Cr48_V48_rhoy, j_Cr48_V48_temp, j_Cr48_V48_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Cr48_to_V48_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Cr48) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Sc48_Ca48_meta, j_Sc48_Ca48_rhoy, j_Sc48_Ca48_temp, j_Sc48_Ca48_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Sc48_to_Ca48_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Sc48) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Sc48_Ti48_meta, j_Sc48_Ti48_rhoy, j_Sc48_Ti48_temp, j_Sc48_Ti48_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Sc48_to_Ti48_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Sc48) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ti48_Sc48_meta, j_Ti48_Sc48_rhoy, j_Ti48_Sc48_temp, j_Ti48_Sc48_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ti48_to_Sc48_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ti48) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ti48_V48_meta, j_Ti48_V48_rhoy, j_Ti48_V48_temp, j_Ti48_V48_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ti48_to_V48_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ti48) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_V48_Cr48_meta, j_V48_Cr48_rhoy, j_V48_Cr48_temp, j_V48_Cr48_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_V48_to_Cr48_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(V48) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_V48_Ti48_meta, j_V48_Ti48_rhoy, j_V48_Ti48_temp, j_V48_Ti48_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_V48_to_Ti48_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(V48) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Cr49_V49_meta, j_Cr49_V49_rhoy, j_Cr49_V49_temp, j_Cr49_V49_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Cr49_to_V49_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Cr49) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Sc49_Ti49_meta, j_Sc49_Ti49_rhoy, j_Sc49_Ti49_temp, j_Sc49_Ti49_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Sc49_to_Ti49_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Sc49) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ti49_Sc49_meta, j_Ti49_Sc49_rhoy, j_Ti49_Sc49_temp, j_Ti49_Sc49_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ti49_to_Sc49_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ti49) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ti49_V49_meta, j_Ti49_V49_rhoy, j_Ti49_V49_temp, j_Ti49_V49_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ti49_to_V49_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ti49) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_V49_Cr49_meta, j_V49_Cr49_rhoy, j_V49_Cr49_temp, j_V49_Cr49_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_V49_to_Cr49_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(V49) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_V49_Ti49_meta, j_V49_Ti49_rhoy, j_V49_Ti49_temp, j_V49_Ti49_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_V49_to_Ti49_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(V49) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Cr50_Mn50_meta, j_Cr50_Mn50_rhoy, j_Cr50_Mn50_temp, j_Cr50_Mn50_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Cr50_to_Mn50_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Cr50) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Cr50_V50_meta, j_Cr50_V50_rhoy, j_Cr50_V50_temp, j_Cr50_V50_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Cr50_to_V50_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Cr50) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Mn50_Cr50_meta, j_Mn50_Cr50_rhoy, j_Mn50_Cr50_temp, j_Mn50_Cr50_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Mn50_to_Cr50_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Mn50) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ti50_V50_meta, j_Ti50_V50_rhoy, j_Ti50_V50_temp, j_Ti50_V50_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ti50_to_V50_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ti50) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_V50_Cr50_meta, j_V50_Cr50_rhoy, j_V50_Cr50_temp, j_V50_Cr50_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_V50_to_Cr50_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(V50) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_V50_Ti50_meta, j_V50_Ti50_rhoy, j_V50_Ti50_temp, j_V50_Ti50_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_V50_to_Ti50_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(V50) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Cr51_Mn51_meta, j_Cr51_Mn51_rhoy, j_Cr51_Mn51_temp, j_Cr51_Mn51_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Cr51_to_Mn51_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Cr51) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Cr51_V51_meta, j_Cr51_V51_rhoy, j_Cr51_V51_temp, j_Cr51_V51_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Cr51_to_V51_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Cr51) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Mn51_Cr51_meta, j_Mn51_Cr51_rhoy, j_Mn51_Cr51_temp, j_Mn51_Cr51_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Mn51_to_Cr51_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Mn51) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ti51_V51_meta, j_Ti51_V51_rhoy, j_Ti51_V51_temp, j_Ti51_V51_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ti51_to_V51_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ti51) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_V51_Cr51_meta, j_V51_Cr51_rhoy, j_V51_Cr51_temp, j_V51_Cr51_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_V51_to_Cr51_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(V51) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_V51_Ti51_meta, j_V51_Ti51_rhoy, j_V51_Ti51_temp, j_V51_Ti51_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_V51_to_Ti51_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(V51) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Cr52_Mn52_meta, j_Cr52_Mn52_rhoy, j_Cr52_Mn52_temp, j_Cr52_Mn52_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Cr52_to_Mn52_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Cr52) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Cr52_V52_meta, j_Cr52_V52_rhoy, j_Cr52_V52_temp, j_Cr52_V52_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Cr52_to_V52_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Cr52) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Fe52_Mn52_meta, j_Fe52_Mn52_rhoy, j_Fe52_Mn52_temp, j_Fe52_Mn52_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Fe52_to_Mn52_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Fe52) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Mn52_Cr52_meta, j_Mn52_Cr52_rhoy, j_Mn52_Cr52_temp, j_Mn52_Cr52_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Mn52_to_Cr52_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Mn52) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Mn52_Fe52_meta, j_Mn52_Fe52_rhoy, j_Mn52_Fe52_temp, j_Mn52_Fe52_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Mn52_to_Fe52_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Mn52) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_V52_Cr52_meta, j_V52_Cr52_rhoy, j_V52_Cr52_temp, j_V52_Cr52_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_V52_to_Cr52_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(V52) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Cr53_Mn53_meta, j_Cr53_Mn53_rhoy, j_Cr53_Mn53_temp, j_Cr53_Mn53_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Cr53_to_Mn53_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Cr53) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Fe53_Mn53_meta, j_Fe53_Mn53_rhoy, j_Fe53_Mn53_temp, j_Fe53_Mn53_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Fe53_to_Mn53_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Fe53) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Mn53_Cr53_meta, j_Mn53_Cr53_rhoy, j_Mn53_Cr53_temp, j_Mn53_Cr53_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Mn53_to_Cr53_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Mn53) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Mn53_Fe53_meta, j_Mn53_Fe53_rhoy, j_Mn53_Fe53_temp, j_Mn53_Fe53_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Mn53_to_Fe53_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Mn53) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Co54_Fe54_meta, j_Co54_Fe54_rhoy, j_Co54_Fe54_temp, j_Co54_Fe54_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Co54_to_Fe54_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Co54) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Cr54_Mn54_meta, j_Cr54_Mn54_rhoy, j_Cr54_Mn54_temp, j_Cr54_Mn54_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Cr54_to_Mn54_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Cr54) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Fe54_Co54_meta, j_Fe54_Co54_rhoy, j_Fe54_Co54_temp, j_Fe54_Co54_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Fe54_to_Co54_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Fe54) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Fe54_Mn54_meta, j_Fe54_Mn54_rhoy, j_Fe54_Mn54_temp, j_Fe54_Mn54_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Fe54_to_Mn54_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Fe54) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Mn54_Cr54_meta, j_Mn54_Cr54_rhoy, j_Mn54_Cr54_temp, j_Mn54_Cr54_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Mn54_to_Cr54_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Mn54) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Mn54_Fe54_meta, j_Mn54_Fe54_rhoy, j_Mn54_Fe54_temp, j_Mn54_Fe54_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Mn54_to_Fe54_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Mn54) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Co55_Fe55_meta, j_Co55_Fe55_rhoy, j_Co55_Fe55_temp, j_Co55_Fe55_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Co55_to_Fe55_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Co55) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Fe55_Co55_meta, j_Fe55_Co55_rhoy, j_Fe55_Co55_temp, j_Fe55_Co55_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Fe55_to_Co55_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Fe55) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Fe55_Mn55_meta, j_Fe55_Mn55_rhoy, j_Fe55_Mn55_temp, j_Fe55_Mn55_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Fe55_to_Mn55_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Fe55) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Mn55_Fe55_meta, j_Mn55_Fe55_rhoy, j_Mn55_Fe55_temp, j_Mn55_Fe55_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Mn55_to_Fe55_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Mn55) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Co56_Fe56_meta, j_Co56_Fe56_rhoy, j_Co56_Fe56_temp, j_Co56_Fe56_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Co56_to_Fe56_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Co56) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Co56_Ni56_meta, j_Co56_Ni56_rhoy, j_Co56_Ni56_temp, j_Co56_Ni56_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Co56_to_Ni56_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Co56) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Fe56_Co56_meta, j_Fe56_Co56_rhoy, j_Fe56_Co56_temp, j_Fe56_Co56_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Fe56_to_Co56_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Fe56) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ni56_Co56_meta, j_Ni56_Co56_rhoy, j_Ni56_Co56_temp, j_Ni56_Co56_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ni56_to_Co56_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ni56) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Co57_Fe57_meta, j_Co57_Fe57_rhoy, j_Co57_Fe57_temp, j_Co57_Fe57_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Co57_to_Fe57_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Co57) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Co57_Ni57_meta, j_Co57_Ni57_rhoy, j_Co57_Ni57_temp, j_Co57_Ni57_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Co57_to_Ni57_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Co57) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Fe57_Co57_meta, j_Fe57_Co57_rhoy, j_Fe57_Co57_temp, j_Fe57_Co57_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Fe57_to_Co57_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Fe57) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ni57_Co57_meta, j_Ni57_Co57_rhoy, j_Ni57_Co57_temp, j_Ni57_Co57_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ni57_to_Co57_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ni57) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Co58_Fe58_meta, j_Co58_Fe58_rhoy, j_Co58_Fe58_temp, j_Co58_Fe58_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Co58_to_Fe58_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Co58) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Co58_Ni58_meta, j_Co58_Ni58_rhoy, j_Co58_Ni58_temp, j_Co58_Ni58_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Co58_to_Ni58_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Co58) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Cu58_Ni58_meta, j_Cu58_Ni58_rhoy, j_Cu58_Ni58_temp, j_Cu58_Ni58_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Cu58_to_Ni58_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Cu58) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Fe58_Co58_meta, j_Fe58_Co58_rhoy, j_Fe58_Co58_temp, j_Fe58_Co58_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Fe58_to_Co58_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Fe58) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ni58_Co58_meta, j_Ni58_Co58_rhoy, j_Ni58_Co58_temp, j_Ni58_Co58_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ni58_to_Co58_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ni58) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ni58_Cu58_meta, j_Ni58_Cu58_rhoy, j_Ni58_Cu58_temp, j_Ni58_Cu58_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ni58_to_Cu58_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ni58) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Co59_Ni59_meta, j_Co59_Ni59_rhoy, j_Co59_Ni59_temp, j_Co59_Ni59_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Co59_to_Ni59_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Co59) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Cu59_Ni59_meta, j_Cu59_Ni59_rhoy, j_Cu59_Ni59_temp, j_Cu59_Ni59_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Cu59_to_Ni59_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Cu59) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ni59_Co59_meta, j_Ni59_Co59_rhoy, j_Ni59_Co59_temp, j_Ni59_Co59_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ni59_to_Co59_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ni59) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ni59_Cu59_meta, j_Ni59_Cu59_rhoy, j_Ni59_Cu59_temp, j_Ni59_Cu59_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ni59_to_Cu59_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ni59) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Cu60_Ni60_meta, j_Cu60_Ni60_rhoy, j_Cu60_Ni60_temp, j_Cu60_Ni60_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Cu60_to_Ni60_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Cu60) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Cu60_Zn60_meta, j_Cu60_Zn60_rhoy, j_Cu60_Zn60_temp, j_Cu60_Zn60_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Cu60_to_Zn60_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Cu60) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ni60_Cu60_meta, j_Ni60_Cu60_rhoy, j_Ni60_Cu60_temp, j_Ni60_Cu60_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ni60_to_Cu60_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ni60) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Zn60_Cu60_meta, j_Zn60_Cu60_rhoy, j_Zn60_Cu60_temp, j_Zn60_Cu60_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Zn60_to_Cu60_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Zn60) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Cu61_Ni61_meta, j_Cu61_Ni61_rhoy, j_Cu61_Ni61_temp, j_Cu61_Ni61_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Cu61_to_Ni61_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Cu61) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Cu61_Zn61_meta, j_Cu61_Zn61_rhoy, j_Cu61_Zn61_temp, j_Cu61_Zn61_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Cu61_to_Zn61_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Cu61) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ni61_Cu61_meta, j_Ni61_Cu61_rhoy, j_Ni61_Cu61_temp, j_Ni61_Cu61_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ni61_to_Cu61_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ni61) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Zn61_Cu61_meta, j_Zn61_Cu61_rhoy, j_Zn61_Cu61_temp, j_Zn61_Cu61_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Zn61_to_Cu61_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Zn61) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Cu62_Ni62_meta, j_Cu62_Ni62_rhoy, j_Cu62_Ni62_temp, j_Cu62_Ni62_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Cu62_to_Ni62_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Cu62) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Cu62_Zn62_meta, j_Cu62_Zn62_rhoy, j_Cu62_Zn62_temp, j_Cu62_Zn62_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Cu62_to_Zn62_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Cu62) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ga62_Zn62_meta, j_Ga62_Zn62_rhoy, j_Ga62_Zn62_temp, j_Ga62_Zn62_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ga62_to_Zn62_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ga62) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ni62_Cu62_meta, j_Ni62_Cu62_rhoy, j_Ni62_Cu62_temp, j_Ni62_Cu62_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ni62_to_Cu62_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ni62) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Zn62_Cu62_meta, j_Zn62_Cu62_rhoy, j_Zn62_Cu62_temp, j_Zn62_Cu62_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Zn62_to_Cu62_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Zn62) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Zn62_Ga62_meta, j_Zn62_Ga62_rhoy, j_Zn62_Ga62_temp, j_Zn62_Ga62_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Zn62_to_Ga62_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Zn62) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Cu63_Ni63_meta, j_Cu63_Ni63_rhoy, j_Cu63_Ni63_temp, j_Cu63_Ni63_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Cu63_to_Ni63_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Cu63) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Cu63_Zn63_meta, j_Cu63_Zn63_rhoy, j_Cu63_Zn63_temp, j_Cu63_Zn63_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Cu63_to_Zn63_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Cu63) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ga63_Zn63_meta, j_Ga63_Zn63_rhoy, j_Ga63_Zn63_temp, j_Ga63_Zn63_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ga63_to_Zn63_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ga63) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ni63_Cu63_meta, j_Ni63_Cu63_rhoy, j_Ni63_Cu63_temp, j_Ni63_Cu63_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ni63_to_Cu63_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ni63) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Zn63_Cu63_meta, j_Zn63_Cu63_rhoy, j_Zn63_Cu63_temp, j_Zn63_Cu63_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Zn63_to_Cu63_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Zn63) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Zn63_Ga63_meta, j_Zn63_Ga63_rhoy, j_Zn63_Ga63_temp, j_Zn63_Ga63_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Zn63_to_Ga63_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Zn63) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Cu64_Ni64_meta, j_Cu64_Ni64_rhoy, j_Cu64_Ni64_temp, j_Cu64_Ni64_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Cu64_to_Ni64_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Cu64) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Cu64_Zn64_meta, j_Cu64_Zn64_rhoy, j_Cu64_Zn64_temp, j_Cu64_Zn64_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Cu64_to_Zn64_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Cu64) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ga64_Ge64_meta, j_Ga64_Ge64_rhoy, j_Ga64_Ge64_temp, j_Ga64_Ge64_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ga64_to_Ge64_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ga64) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ga64_Zn64_meta, j_Ga64_Zn64_rhoy, j_Ga64_Zn64_temp, j_Ga64_Zn64_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ga64_to_Zn64_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ga64) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ge64_Ga64_meta, j_Ge64_Ga64_rhoy, j_Ge64_Ga64_temp, j_Ge64_Ga64_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ge64_to_Ga64_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ge64) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Ni64_Cu64_meta, j_Ni64_Cu64_rhoy, j_Ni64_Cu64_temp, j_Ni64_Cu64_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Ni64_to_Cu64_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Ni64) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Zn64_Cu64_meta, j_Zn64_Cu64_rhoy, j_Zn64_Cu64_temp, j_Zn64_Cu64_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Zn64_to_Cu64_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Zn64) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Zn64_Ga64_meta, j_Zn64_Ga64_rhoy, j_Zn64_Ga64_temp, j_Zn64_Ga64_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Zn64_to_Ga64_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Zn64) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Cu65_Zn65_meta, j_Cu65_Zn65_rhoy, j_Cu65_Zn65_temp, j_Cu65_Zn65_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Cu65_to_Zn65_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Cu65) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_Zn65_Cu65_meta, j_Zn65_Cu65_rhoy, j_Zn65_Cu65_temp, j_Zn65_Cu65_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_Zn65_to_Cu65_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(Zn65) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_n_p_meta, j_n_p_rhoy, j_n_p_temp, j_n_p_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_n_to_p_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(N) * (edot_nu + edot_gamma);
 
     tabular_evaluate(j_p_n_meta, j_p_n_rhoy, j_p_n_temp, j_p_n_data,
-                     log_rhoy, log_temp, state.T, rate, drate_dt, edot_nu, edot_gamma);
+                     log_rhoy, log_temp, state.T, rate, drate_dT, edot_nu, edot_gamma);
     rate_eval.screened_rates(k_p_to_n_weaktab) = rate;
     rate_eval.enuc_weak += C::n_A * Y(H1) * (edot_nu + edot_gamma);
 
-    auto screened_rates = rate_eval.screened_rates;
+
+    const auto& screened_rates = rate_eval.screened_rates;
 
     ydot_nuc(N) =
         (-screened_rates(k_n_to_p_weaktab)*Y(N) + screened_rates(k_p_to_n_weaktab)*Y(H1));
 
     ydot_nuc(H1) =
         screened_rates(k_Zn59_to_p_Ni58_reaclib)*Y(Zn59) +
-        -screened_rates(k_p_p_to_d_reaclib_bet_pos)*amrex::Math::powi<2>(Y(H1))*state.rho +
+        -screened_rates(k_p_p_to_d_reaclib_beta_pos)*amrex::Math::powi<2>(Y(H1))*state.rho +
         -screened_rates(k_p_p_to_d_reaclib_electron_capture)*amrex::Math::powi<2>(Y(H1))*amrex::Math::powi<2>(state.rho)*state.y_e +
         -screened_rates(k_p_He3_to_He4_reaclib)*Y(He3)*Y(H1)*state.rho +
         (screened_rates(k_n_to_p_weaktab)*Y(N) + -screened_rates(k_p_to_n_weaktab)*Y(H1));
 
     ydot_nuc(H2) =
-        0.5*screened_rates(k_p_p_to_d_reaclib_bet_pos)*amrex::Math::powi<2>(Y(H1))*state.rho +
+        0.5*screened_rates(k_p_p_to_d_reaclib_beta_pos)*amrex::Math::powi<2>(Y(H1))*state.rho +
         0.5*screened_rates(k_p_p_to_d_reaclib_electron_capture)*amrex::Math::powi<2>(Y(H1))*amrex::Math::powi<2>(state.rho)*state.y_e;
 
     ydot_nuc(He3) =
@@ -10100,7 +6060,7 @@ void get_ydot_weak(const burn_t& state,
 #endif
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void rhs_nuc(const burn_t& state,
              amrex::Array1D<amrex::Real, 1, neqs>& ydot_nuc,
              const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
@@ -10457,7 +6417,7 @@ void rhs_nuc(const burn_t& state,
     ydot_nuc(H1) =
         screened_rates(k_Zn59_to_p_Ni58_reaclib)*Y(Zn59) +
         (-screened_rates(k_n_p_to_d_reaclib)*Y(N)*Y(H1)*state.rho + screened_rates(k_d_to_n_p_reaclib)*Y(H2)) +
-        -screened_rates(k_p_p_to_d_reaclib_bet_pos)*amrex::Math::powi<2>(Y(H1))*state.rho +
+        -screened_rates(k_p_p_to_d_reaclib_beta_pos)*amrex::Math::powi<2>(Y(H1))*state.rho +
         -screened_rates(k_p_p_to_d_reaclib_electron_capture)*amrex::Math::powi<2>(Y(H1))*amrex::Math::powi<2>(state.rho)*state.y_e +
         (-screened_rates(k_p_d_to_He3_reaclib)*Y(H2)*Y(H1)*state.rho + screened_rates(k_He3_to_p_d_reaclib)*Y(He3)) +
         -screened_rates(k_p_He3_to_He4_reaclib)*Y(He3)*Y(H1)*state.rho +
@@ -10812,7 +6772,7 @@ void rhs_nuc(const burn_t& state,
 
     ydot_nuc(H2) =
         (screened_rates(k_n_p_to_d_reaclib)*Y(N)*Y(H1)*state.rho + -screened_rates(k_d_to_n_p_reaclib)*Y(H2)) +
-        0.5*screened_rates(k_p_p_to_d_reaclib_bet_pos)*amrex::Math::powi<2>(Y(H1))*state.rho +
+        0.5*screened_rates(k_p_p_to_d_reaclib_beta_pos)*amrex::Math::powi<2>(Y(H1))*state.rho +
         0.5*screened_rates(k_p_p_to_d_reaclib_electron_capture)*amrex::Math::powi<2>(Y(H1))*amrex::Math::powi<2>(state.rho)*state.y_e +
         (-screened_rates(k_p_d_to_He3_reaclib)*Y(H2)*Y(H1)*state.rho + screened_rates(k_He3_to_p_d_reaclib)*Y(He3)) +
         (-screened_rates(k_d_d_to_He4_reaclib)*amrex::Math::powi<2>(Y(H2))*state.rho + 2.0*screened_rates(k_He4_to_d_d_reaclib)*Y(He4)) +
@@ -13132,7 +9092,7 @@ void rhs_nuc(const burn_t& state,
 }
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void actual_rhs (const burn_t& state, amrex::Array1D<amrex::Real, 1, neqs>& ydot)
 {
 
@@ -13179,7 +9139,7 @@ void actual_rhs (const burn_t& state, amrex::Array1D<amrex::Real, 1, neqs>& ydot
 
 
 template<class MatrixType>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void jac_nuc(const burn_t& state,
              MatrixType& jac,
              const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
@@ -13671,7 +9631,7 @@ void jac_nuc(const burn_t& state,
     scratch = screened_rates(k_n_Al25_to_p_Mg25_reaclib)*Y(Al25)*state.rho + screened_rates(k_n_Al26_to_p_Mg26_reaclib)*Y(Al26)*state.rho + screened_rates(k_n_Ar36_to_p_Cl36_reaclib)*Y(Ar36)*state.rho + screened_rates(k_n_Ar37_to_p_Cl37_reaclib)*Y(Ar37)*state.rho + screened_rates(k_n_B8_to_p_He4_He4_reaclib)*Y(B8)*state.rho + screened_rates(k_n_Be7_to_p_Li7_reaclib)*Y(Be7)*state.rho + screened_rates(k_n_Ca40_to_p_K40_reaclib)*Y(Ca40)*state.rho + screened_rates(k_n_Ca41_to_p_K41_reaclib)*Y(Ca41)*state.rho + screened_rates(k_n_Cl33_to_p_S33_reaclib)*Y(Cl33)*state.rho + screened_rates(k_n_Cl34_to_p_S34_reaclib)*Y(Cl34)*state.rho + screened_rates(k_n_Cl35_to_p_S35_reaclib)*Y(Cl35)*state.rho + screened_rates(k_n_Cl36_to_p_S36_reaclib)*Y(Cl36)*state.rho + screened_rates(k_n_Co53_to_p_Fe53_reaclib)*Y(Co53)*state.rho + screened_rates(k_n_Co54_to_p_Fe54_reaclib)*Y(Co54)*state.rho + screened_rates(k_n_Co55_to_p_Fe55_reaclib)*Y(Co55)*state.rho + screened_rates(k_n_Co56_to_p_Fe56_reaclib)*Y(Co56)*state.rho + screened_rates(k_n_Co57_to_p_Fe57_reaclib)*Y(Co57)*state.rho + screened_rates(k_n_Co58_to_p_Fe58_reaclib)*Y(Co58)*state.rho + screened_rates(k_n_Cr48_to_p_V48_reaclib)*Y(Cr48)*state.rho + screened_rates(k_n_Cr49_to_p_V49_reaclib)*Y(Cr49)*state.rho + screened_rates(k_n_Cr50_to_p_V50_reaclib)*Y(Cr50)*state.rho + screened_rates(k_n_Cr51_to_p_V51_reaclib)*Y(Cr51)*state.rho + screened_rates(k_n_Cr52_to_p_V52_reaclib)*Y(Cr52)*state.rho + screened_rates(k_n_Cu57_to_p_Ni57_reaclib)*Y(Cu57)*state.rho + screened_rates(k_n_Cu58_to_p_Ni58_reaclib)*Y(Cu58)*state.rho + screened_rates(k_n_Cu59_to_p_Ni59_reaclib)*Y(Cu59)*state.rho + screened_rates(k_n_Cu60_to_p_Ni60_reaclib)*Y(Cu60)*state.rho + screened_rates(k_n_Cu61_to_p_Ni61_reaclib)*Y(Cu61)*state.rho + screened_rates(k_n_Cu62_to_p_Ni62_reaclib)*Y(Cu62)*state.rho + screened_rates(k_n_Cu63_to_p_Ni63_reaclib)*Y(Cu63)*state.rho + screened_rates(k_n_Cu64_to_p_Ni64_reaclib)*Y(Cu64)*state.rho + screened_rates(k_n_F17_to_p_O17_reaclib)*Y(F17)*state.rho + screened_rates(k_n_F18_to_p_O18_reaclib)*Y(F18)*state.rho + screened_rates(k_n_Fe52_to_p_Mn52_reaclib)*Y(Fe52)*state.rho + screened_rates(k_n_Fe53_to_p_Mn53_reaclib)*Y(Fe53)*state.rho + screened_rates(k_n_Fe54_to_p_Mn54_reaclib)*Y(Fe54)*state.rho + screened_rates(k_n_Fe55_to_p_Mn55_reaclib)*Y(Fe55)*state.rho + screened_rates(k_n_Ga62_to_p_Zn62_reaclib)*Y(Ga62)*state.rho + screened_rates(k_n_Ga63_to_p_Zn63_reaclib)*Y(Ga63)*state.rho + screened_rates(k_n_Ga64_to_p_Zn64_reaclib)*Y(Ga64)*state.rho + screened_rates(k_n_Ge63_to_p_Ga63_reaclib)*Y(Ge63)*state.rho + screened_rates(k_n_Ge64_to_p_Ga64_reaclib)*Y(Ge64)*state.rho + screened_rates(k_n_K37_to_p_Ar37_reaclib)*Y(K37)*state.rho + screened_rates(k_n_K38_to_p_Ar38_reaclib)*Y(K38)*state.rho + screened_rates(k_n_K39_to_p_Ar39_reaclib)*Y(K39)*state.rho + screened_rates(k_n_K40_to_p_Ar40_reaclib)*Y(K40)*state.rho + screened_rates(k_n_Mg23_to_p_Na23_reaclib)*Y(Mg23)*state.rho + screened_rates(k_n_Mn50_to_p_Cr50_reaclib)*Y(Mn50)*state.rho + screened_rates(k_n_Mn51_to_p_Cr51_reaclib)*Y(Mn51)*state.rho + screened_rates(k_n_Mn52_to_p_Cr52_reaclib)*Y(Mn52)*state.rho + screened_rates(k_n_Mn53_to_p_Cr53_reaclib)*Y(Mn53)*state.rho + screened_rates(k_n_Mn54_to_p_Cr54_reaclib)*Y(Mn54)*state.rho + screened_rates(k_n_N13_to_p_C13_reaclib)*Y(N13)*state.rho + screened_rates(k_n_N14_to_p_C14_reaclib)*Y(N14)*state.rho + screened_rates(k_n_Na21_to_p_Ne21_reaclib)*Y(Na21)*state.rho + screened_rates(k_n_Na22_to_p_Ne22_reaclib)*Y(Na22)*state.rho + screened_rates(k_n_Ne18_to_p_F18_reaclib)*Y(Ne18)*state.rho + screened_rates(k_n_Ne19_to_p_F19_reaclib)*Y(Ne19)*state.rho + screened_rates(k_n_Ni56_to_p_Co56_reaclib)*Y(Ni56)*state.rho + screened_rates(k_n_Ni57_to_p_Co57_reaclib)*Y(Ni57)*state.rho + screened_rates(k_n_Ni58_to_p_Co58_reaclib)*Y(Ni58)*state.rho + screened_rates(k_n_Ni59_to_p_Co59_reaclib)*Y(Ni59)*state.rho + screened_rates(k_n_O14_to_p_N14_reaclib)*Y(O14)*state.rho + screened_rates(k_n_O15_to_p_N15_reaclib)*Y(O15)*state.rho + screened_rates(k_n_P29_to_p_Si29_reaclib)*Y(P29)*state.rho + screened_rates(k_n_P30_to_p_Si30_reaclib)*Y(P30)*state.rho + screened_rates(k_n_P31_to_p_Si31_reaclib)*Y(P31)*state.rho + screened_rates(k_n_P32_to_p_Si32_reaclib)*Y(P32)*state.rho + screened_rates(k_n_S32_to_p_P32_reaclib)*Y(S32)*state.rho + screened_rates(k_n_S33_to_p_P33_reaclib)*Y(S33)*state.rho + screened_rates(k_n_Sc43_to_p_Ca43_reaclib)*Y(Sc43)*state.rho + screened_rates(k_n_Sc44_to_p_Ca44_reaclib)*Y(Sc44)*state.rho + screened_rates(k_n_Sc45_to_p_Ca45_reaclib)*Y(Sc45)*state.rho + screened_rates(k_n_Sc46_to_p_Ca46_reaclib)*Y(Sc46)*state.rho + screened_rates(k_n_Sc47_to_p_Ca47_reaclib)*Y(Sc47)*state.rho + screened_rates(k_n_Sc48_to_p_Ca48_reaclib)*Y(Sc48)*state.rho + screened_rates(k_n_Ti44_to_p_Sc44_reaclib)*Y(Ti44)*state.rho + screened_rates(k_n_Ti45_to_p_Sc45_reaclib)*Y(Ti45)*state.rho + screened_rates(k_n_Ti46_to_p_Sc46_reaclib)*Y(Ti46)*state.rho + screened_rates(k_n_Ti47_to_p_Sc47_reaclib)*Y(Ti47)*state.rho + screened_rates(k_n_Ti48_to_p_Sc48_reaclib)*Y(Ti48)*state.rho + screened_rates(k_n_Ti49_to_p_Sc49_reaclib)*Y(Ti49)*state.rho + screened_rates(k_n_V46_to_p_Ti46_reaclib)*Y(V46)*state.rho + screened_rates(k_n_V47_to_p_Ti47_reaclib)*Y(V47)*state.rho + screened_rates(k_n_V48_to_p_Ti48_reaclib)*Y(V48)*state.rho + screened_rates(k_n_V49_to_p_Ti49_reaclib)*Y(V49)*state.rho + screened_rates(k_n_V50_to_p_Ti50_reaclib)*Y(V50)*state.rho + screened_rates(k_n_V51_to_p_Ti51_reaclib)*Y(V51)*state.rho + screened_rates(k_n_Zn59_to_p_Cu59_reaclib)*Y(Zn59)*state.rho + screened_rates(k_n_Zn60_to_p_Cu60_reaclib)*Y(Zn60)*state.rho + screened_rates(k_n_Zn61_to_p_Cu61_reaclib)*Y(Zn61)*state.rho + screened_rates(k_n_Zn62_to_p_Cu62_reaclib)*Y(Zn62)*state.rho + screened_rates(k_n_Zn63_to_p_Cu63_reaclib)*Y(Zn63)*state.rho + screened_rates(k_n_Zn64_to_p_Cu64_reaclib)*Y(Zn64)*state.rho + screened_rates(k_n_Zn65_to_p_Cu65_reaclib)*Y(Zn65)*state.rho - 0.5*screened_rates(k_n_p_He4_He4_to_He3_Li7_reaclib)*amrex::Math::powi<2>(Y(He4))*Y(H1)*amrex::Math::powi<3>(state.rho) - screened_rates(k_n_p_He4_to_Li6_reaclib)*Y(He4)*Y(H1)*amrex::Math::powi<2>(state.rho) - 1.0*screened_rates(k_n_p_p_to_p_d_reaclib)*amrex::Math::powi<2>(Y(H1))*amrex::Math::powi<2>(state.rho) - screened_rates(k_n_p_to_d_reaclib)*Y(H1)*state.rho + screened_rates(k_n_to_p_weaktab);
     jac.set(H1, N, scratch);
 
-    scratch = -0.5*screened_rates(k_n_p_He4_He4_to_He3_Li7_reaclib)*amrex::Math::powi<2>(Y(He4))*Y(N)*amrex::Math::powi<3>(state.rho) - screened_rates(k_n_p_He4_to_Li6_reaclib)*Y(He4)*Y(N)*amrex::Math::powi<2>(state.rho) - 2.0*screened_rates(k_n_p_p_to_p_d_reaclib)*Y(N)*Y(H1)*amrex::Math::powi<2>(state.rho) - screened_rates(k_n_p_to_d_reaclib)*Y(N)*state.rho - screened_rates(k_p_Al26_to_He4_Mg23_reaclib)*Y(Al26)*state.rho - screened_rates(k_p_Al27_to_C12_O16_reaclib)*Y(Al27)*state.rho - screened_rates(k_p_Al27_to_He4_Mg24_reaclib)*Y(Al27)*state.rho - screened_rates(k_p_Al27_to_Si28_reaclib)*Y(Al27)*state.rho - screened_rates(k_p_Ar36_to_He4_Cl33_reaclib)*Y(Ar36)*state.rho - screened_rates(k_p_Ar36_to_K37_reaclib)*Y(Ar36)*state.rho - screened_rates(k_p_Ar37_to_He4_Cl34_reaclib)*Y(Ar37)*state.rho - screened_rates(k_p_Ar37_to_K38_reaclib)*Y(Ar37)*state.rho - screened_rates(k_p_Ar37_to_n_K37_reaclib)*Y(Ar37)*state.rho - screened_rates(k_p_Ar38_to_He4_Cl35_reaclib)*Y(Ar38)*state.rho - screened_rates(k_p_Ar38_to_K39_reaclib)*Y(Ar38)*state.rho - screened_rates(k_p_Ar38_to_n_K38_reaclib)*Y(Ar38)*state.rho - screened_rates(k_p_Ar39_to_He4_Cl36_reaclib)*Y(Ar39)*state.rho - screened_rates(k_p_Ar39_to_K40_reaclib)*Y(Ar39)*state.rho - screened_rates(k_p_Ar39_to_n_K39_reaclib)*Y(Ar39)*state.rho - screened_rates(k_p_Ar40_to_He4_Cl37_reaclib)*Y(Ar40)*state.rho - screened_rates(k_p_Ar40_to_K41_reaclib)*Y(Ar40)*state.rho - screened_rates(k_p_Ar40_to_n_K40_reaclib)*Y(Ar40)*state.rho - screened_rates(k_p_B10_to_He4_Be7_reaclib)*Y(B10)*state.rho - screened_rates(k_p_B11_to_C12_reaclib)*Y(B11)*state.rho - screened_rates(k_p_B11_to_He4_He4_He4_reaclib)*Y(B11)*state.rho - screened_rates(k_p_Be7_to_B8_reaclib)*Y(Be7)*state.rho - screened_rates(k_p_Be9_to_B10_reaclib)*Y(Be9)*state.rho - screened_rates(k_p_Be9_to_He4_Li6_reaclib)*Y(Be9)*state.rho - screened_rates(k_p_Be9_to_d_He4_He4_reaclib)*Y(Be9)*state.rho - screened_rates(k_p_C12_to_N13_reaclib)*Y(C12)*state.rho - screened_rates(k_p_C13_to_He4_B10_reaclib)*Y(C13)*state.rho - screened_rates(k_p_C13_to_N14_reaclib)*Y(C13)*state.rho - screened_rates(k_p_C13_to_n_N13_reaclib)*Y(C13)*state.rho - screened_rates(k_p_C14_to_He4_B11_reaclib)*Y(C14)*state.rho - screened_rates(k_p_C14_to_N15_reaclib)*Y(C14)*state.rho - screened_rates(k_p_C14_to_n_N14_reaclib)*Y(C14)*state.rho - screened_rates(k_p_Ca40_to_He4_K37_reaclib)*Y(Ca40)*state.rho - screened_rates(k_p_Ca41_to_He4_K38_reaclib)*Y(Ca41)*state.rho - screened_rates(k_p_Ca42_to_He4_K39_reaclib)*Y(Ca42)*state.rho - screened_rates(k_p_Ca42_to_Sc43_reaclib)*Y(Ca42)*state.rho - screened_rates(k_p_Ca43_to_He4_K40_reaclib)*Y(Ca43)*state.rho - screened_rates(k_p_Ca43_to_Sc44_reaclib)*Y(Ca43)*state.rho - screened_rates(k_p_Ca43_to_n_Sc43_reaclib)*Y(Ca43)*state.rho - screened_rates(k_p_Ca44_to_He4_K41_reaclib)*Y(Ca44)*state.rho - screened_rates(k_p_Ca44_to_Sc45_reaclib)*Y(Ca44)*state.rho - screened_rates(k_p_Ca44_to_n_Sc44_reaclib)*Y(Ca44)*state.rho - screened_rates(k_p_Ca45_to_Sc46_reaclib)*Y(Ca45)*state.rho - screened_rates(k_p_Ca45_to_n_Sc45_reaclib)*Y(Ca45)*state.rho - screened_rates(k_p_Ca46_to_Sc47_reaclib)*Y(Ca46)*state.rho - screened_rates(k_p_Ca46_to_n_Sc46_reaclib)*Y(Ca46)*state.rho - screened_rates(k_p_Ca47_to_Sc48_reaclib)*Y(Ca47)*state.rho - screened_rates(k_p_Ca47_to_n_Sc47_reaclib)*Y(Ca47)*state.rho - screened_rates(k_p_Ca48_to_Sc49_reaclib)*Y(Ca48)*state.rho - screened_rates(k_p_Ca48_to_n_Sc48_reaclib)*Y(Ca48)*state.rho - screened_rates(k_p_Cl35_to_Ar36_reaclib)*Y(Cl35)*state.rho - screened_rates(k_p_Cl35_to_He4_S32_reaclib)*Y(Cl35)*state.rho - screened_rates(k_p_Cl36_to_Ar37_reaclib)*Y(Cl36)*state.rho - screened_rates(k_p_Cl36_to_He4_S33_reaclib)*Y(Cl36)*state.rho - screened_rates(k_p_Cl36_to_n_Ar36_reaclib)*Y(Cl36)*state.rho - screened_rates(k_p_Cl37_to_Ar38_reaclib)*Y(Cl37)*state.rho - screened_rates(k_p_Cl37_to_He4_S34_reaclib)*Y(Cl37)*state.rho - screened_rates(k_p_Cl37_to_n_Ar37_reaclib)*Y(Cl37)*state.rho - screened_rates(k_p_Co55_to_He4_Fe52_reaclib)*Y(Co55)*state.rho - screened_rates(k_p_Co55_to_Ni56_reaclib)*Y(Co55)*state.rho - screened_rates(k_p_Co56_to_He4_Fe53_reaclib)*Y(Co56)*state.rho - screened_rates(k_p_Co56_to_Ni57_reaclib)*Y(Co56)*state.rho - screened_rates(k_p_Co56_to_n_Ni56_reaclib)*Y(Co56)*state.rho - screened_rates(k_p_Co57_to_He4_Fe54_reaclib)*Y(Co57)*state.rho - screened_rates(k_p_Co57_to_Ni58_reaclib)*Y(Co57)*state.rho - screened_rates(k_p_Co57_to_n_Ni57_reaclib)*Y(Co57)*state.rho - screened_rates(k_p_Co58_to_He4_Fe55_reaclib)*Y(Co58)*state.rho - screened_rates(k_p_Co58_to_Ni59_reaclib)*Y(Co58)*state.rho - screened_rates(k_p_Co58_to_n_Ni58_reaclib)*Y(Co58)*state.rho - screened_rates(k_p_Co59_to_He4_Fe56_reaclib)*Y(Co59)*state.rho - screened_rates(k_p_Co59_to_Ni60_reaclib)*Y(Co59)*state.rho - screened_rates(k_p_Co59_to_n_Ni59_reaclib)*Y(Co59)*state.rho - screened_rates(k_p_Cr49_to_He4_V46_reaclib)*Y(Cr49)*state.rho - screened_rates(k_p_Cr49_to_Mn50_reaclib)*Y(Cr49)*state.rho - screened_rates(k_p_Cr50_to_He4_V47_reaclib)*Y(Cr50)*state.rho - screened_rates(k_p_Cr50_to_Mn51_reaclib)*Y(Cr50)*state.rho - screened_rates(k_p_Cr50_to_n_Mn50_reaclib)*Y(Cr50)*state.rho - screened_rates(k_p_Cr51_to_He4_V48_reaclib)*Y(Cr51)*state.rho - screened_rates(k_p_Cr51_to_Mn52_reaclib)*Y(Cr51)*state.rho - screened_rates(k_p_Cr51_to_n_Mn51_reaclib)*Y(Cr51)*state.rho - screened_rates(k_p_Cr52_to_He4_V49_reaclib)*Y(Cr52)*state.rho - screened_rates(k_p_Cr52_to_Mn53_reaclib)*Y(Cr52)*state.rho - screened_rates(k_p_Cr52_to_n_Mn52_reaclib)*Y(Cr52)*state.rho - screened_rates(k_p_Cr53_to_He4_V50_reaclib)*Y(Cr53)*state.rho - screened_rates(k_p_Cr53_to_Mn54_reaclib)*Y(Cr53)*state.rho - screened_rates(k_p_Cr53_to_n_Mn53_reaclib)*Y(Cr53)*state.rho - screened_rates(k_p_Cr54_to_He4_V51_reaclib)*Y(Cr54)*state.rho - screened_rates(k_p_Cr54_to_Mn55_reaclib)*Y(Cr54)*state.rho - screened_rates(k_p_Cr54_to_n_Mn54_reaclib)*Y(Cr54)*state.rho - screened_rates(k_p_Cu58_to_Zn59_reaclib)*Y(Cu58)*state.rho - screened_rates(k_p_Cu59_to_He4_Ni56_reaclib)*Y(Cu59)*state.rho - screened_rates(k_p_Cu59_to_Zn60_reaclib)*Y(Cu59)*state.rho - screened_rates(k_p_Cu59_to_n_Zn59_reaclib)*Y(Cu59)*state.rho - screened_rates(k_p_Cu60_to_He4_Ni57_reaclib)*Y(Cu60)*state.rho - screened_rates(k_p_Cu60_to_Zn61_reaclib)*Y(Cu60)*state.rho - screened_rates(k_p_Cu60_to_n_Zn60_reaclib)*Y(Cu60)*state.rho - screened_rates(k_p_Cu61_to_He4_Ni58_reaclib)*Y(Cu61)*state.rho - screened_rates(k_p_Cu61_to_Zn62_reaclib)*Y(Cu61)*state.rho - screened_rates(k_p_Cu61_to_n_Zn61_reaclib)*Y(Cu61)*state.rho - screened_rates(k_p_Cu62_to_He4_Ni59_reaclib)*Y(Cu62)*state.rho - screened_rates(k_p_Cu62_to_Zn63_reaclib)*Y(Cu62)*state.rho - screened_rates(k_p_Cu62_to_n_Zn62_reaclib)*Y(Cu62)*state.rho - screened_rates(k_p_Cu63_to_He4_Ni60_reaclib)*Y(Cu63)*state.rho - screened_rates(k_p_Cu63_to_Zn64_reaclib)*Y(Cu63)*state.rho - screened_rates(k_p_Cu63_to_n_Zn63_reaclib)*Y(Cu63)*state.rho - screened_rates(k_p_Cu64_to_He4_Ni61_reaclib)*Y(Cu64)*state.rho - screened_rates(k_p_Cu64_to_Zn65_reaclib)*Y(Cu64)*state.rho - screened_rates(k_p_Cu64_to_n_Zn64_reaclib)*Y(Cu64)*state.rho - screened_rates(k_p_Cu65_to_He4_Ni62_reaclib)*Y(Cu65)*state.rho - screened_rates(k_p_Cu65_to_Zn66_reaclib)*Y(Cu65)*state.rho - screened_rates(k_p_Cu65_to_n_Zn65_reaclib)*Y(Cu65)*state.rho - screened_rates(k_p_F17_to_He4_O14_reaclib)*Y(F17)*state.rho - screened_rates(k_p_F17_to_Ne18_reaclib)*Y(F17)*state.rho - screened_rates(k_p_F18_to_He4_O15_reaclib)*Y(F18)*state.rho - screened_rates(k_p_F18_to_Ne19_reaclib)*Y(F18)*state.rho - screened_rates(k_p_F18_to_n_Ne18_reaclib)*Y(F18)*state.rho - screened_rates(k_p_F19_to_He4_O16_reaclib)*Y(F19)*state.rho - screened_rates(k_p_F19_to_Ne20_reaclib)*Y(F19)*state.rho - screened_rates(k_p_F19_to_n_Ne19_reaclib)*Y(F19)*state.rho - screened_rates(k_p_Fe52_to_Co53_reaclib)*Y(Fe52)*state.rho - screened_rates(k_p_Fe53_to_Co54_reaclib)*Y(Fe53)*state.rho - screened_rates(k_p_Fe53_to_He4_Mn50_reaclib)*Y(Fe53)*state.rho - screened_rates(k_p_Fe53_to_n_Co53_reaclib)*Y(Fe53)*state.rho - screened_rates(k_p_Fe54_to_Co55_reaclib)*Y(Fe54)*state.rho - screened_rates(k_p_Fe54_to_He4_Mn51_reaclib)*Y(Fe54)*state.rho - screened_rates(k_p_Fe54_to_n_Co54_reaclib)*Y(Fe54)*state.rho - screened_rates(k_p_Fe55_to_Co56_reaclib)*Y(Fe55)*state.rho - screened_rates(k_p_Fe55_to_He4_Mn52_reaclib)*Y(Fe55)*state.rho - screened_rates(k_p_Fe55_to_n_Co55_reaclib)*Y(Fe55)*state.rho - screened_rates(k_p_Fe56_to_Co57_reaclib)*Y(Fe56)*state.rho - screened_rates(k_p_Fe56_to_He4_Mn53_reaclib)*Y(Fe56)*state.rho - screened_rates(k_p_Fe56_to_n_Co56_reaclib)*Y(Fe56)*state.rho - screened_rates(k_p_Fe57_to_Co58_reaclib)*Y(Fe57)*state.rho - screened_rates(k_p_Fe57_to_He4_Mn54_reaclib)*Y(Fe57)*state.rho - screened_rates(k_p_Fe57_to_n_Co57_reaclib)*Y(Fe57)*state.rho - screened_rates(k_p_Fe58_to_Co59_reaclib)*Y(Fe58)*state.rho - screened_rates(k_p_Fe58_to_He4_Mn55_reaclib)*Y(Fe58)*state.rho - screened_rates(k_p_Fe58_to_n_Co58_reaclib)*Y(Fe58)*state.rho - screened_rates(k_p_Ga62_to_Ge63_reaclib)*Y(Ga62)*state.rho - screened_rates(k_p_Ga62_to_He4_Zn59_reaclib)*Y(Ga62)*state.rho - screened_rates(k_p_Ga63_to_Ge64_reaclib)*Y(Ga63)*state.rho - screened_rates(k_p_Ga63_to_He4_Zn60_reaclib)*Y(Ga63)*state.rho - screened_rates(k_p_Ga63_to_n_Ge63_reaclib)*Y(Ga63)*state.rho - screened_rates(k_p_Ga64_to_He4_Zn61_reaclib)*Y(Ga64)*state.rho - screened_rates(k_p_Ga64_to_n_Ge64_reaclib)*Y(Ga64)*state.rho - screened_rates(k_p_He3_to_He4_reaclib)*Y(He3)*state.rho - 0.5*screened_rates(k_p_He4_He4_to_d_Be7_reaclib)*amrex::Math::powi<2>(Y(He4))*amrex::Math::powi<2>(state.rho) - 0.5*screened_rates(k_p_He4_He4_to_n_B8_reaclib)*amrex::Math::powi<2>(Y(He4))*amrex::Math::powi<2>(state.rho) - screened_rates(k_p_He4_to_d_He3_reaclib)*Y(He4)*state.rho - screened_rates(k_p_K39_to_Ca40_reaclib)*Y(K39)*state.rho - screened_rates(k_p_K39_to_He4_Ar36_reaclib)*Y(K39)*state.rho - screened_rates(k_p_K40_to_Ca41_reaclib)*Y(K40)*state.rho - screened_rates(k_p_K40_to_He4_Ar37_reaclib)*Y(K40)*state.rho - screened_rates(k_p_K40_to_n_Ca40_reaclib)*Y(K40)*state.rho - screened_rates(k_p_K41_to_Ca42_reaclib)*Y(K41)*state.rho - screened_rates(k_p_K41_to_He4_Ar38_reaclib)*Y(K41)*state.rho - screened_rates(k_p_K41_to_n_Ca41_reaclib)*Y(K41)*state.rho - screened_rates(k_p_Li6_to_Be7_reaclib)*Y(Li6)*state.rho - screened_rates(k_p_Li6_to_He4_He3_reaclib)*Y(Li6)*state.rho - screened_rates(k_p_Li7_to_He4_He4_reaclib)*Y(Li7)*state.rho - screened_rates(k_p_Li7_to_d_Li6_reaclib)*Y(Li7)*state.rho - screened_rates(k_p_Li7_to_n_Be7_reaclib)*Y(Li7)*state.rho - screened_rates(k_p_Mg24_to_Al25_reaclib)*Y(Mg24)*state.rho - screened_rates(k_p_Mg24_to_He4_Na21_reaclib)*Y(Mg24)*state.rho - screened_rates(k_p_Mg25_to_Al26_reaclib)*Y(Mg25)*state.rho - screened_rates(k_p_Mg25_to_He4_Na22_reaclib)*Y(Mg25)*state.rho - screened_rates(k_p_Mg25_to_n_Al25_reaclib)*Y(Mg25)*state.rho - screened_rates(k_p_Mg26_to_Al27_reaclib)*Y(Mg26)*state.rho - screened_rates(k_p_Mg26_to_He4_Na23_reaclib)*Y(Mg26)*state.rho - screened_rates(k_p_Mg26_to_n_Al26_reaclib)*Y(Mg26)*state.rho - screened_rates(k_p_Mn51_to_Fe52_reaclib)*Y(Mn51)*state.rho - screened_rates(k_p_Mn51_to_He4_Cr48_reaclib)*Y(Mn51)*state.rho - screened_rates(k_p_Mn52_to_Fe53_reaclib)*Y(Mn52)*state.rho - screened_rates(k_p_Mn52_to_He4_Cr49_reaclib)*Y(Mn52)*state.rho - screened_rates(k_p_Mn52_to_n_Fe52_reaclib)*Y(Mn52)*state.rho - screened_rates(k_p_Mn53_to_Fe54_reaclib)*Y(Mn53)*state.rho - screened_rates(k_p_Mn53_to_He4_Cr50_reaclib)*Y(Mn53)*state.rho - screened_rates(k_p_Mn53_to_n_Fe53_reaclib)*Y(Mn53)*state.rho - screened_rates(k_p_Mn54_to_Fe55_reaclib)*Y(Mn54)*state.rho - screened_rates(k_p_Mn54_to_He4_Cr51_reaclib)*Y(Mn54)*state.rho - screened_rates(k_p_Mn54_to_n_Fe54_reaclib)*Y(Mn54)*state.rho - screened_rates(k_p_Mn55_to_Fe56_reaclib)*Y(Mn55)*state.rho - screened_rates(k_p_Mn55_to_He4_Cr52_reaclib)*Y(Mn55)*state.rho - screened_rates(k_p_Mn55_to_n_Fe55_reaclib)*Y(Mn55)*state.rho - screened_rates(k_p_N13_to_O14_reaclib)*Y(N13)*state.rho - screened_rates(k_p_N14_to_O15_reaclib)*Y(N14)*state.rho - screened_rates(k_p_N14_to_n_O14_reaclib)*Y(N14)*state.rho - screened_rates(k_p_N15_to_He4_C12_reaclib)*Y(N15)*state.rho - screened_rates(k_p_N15_to_O16_reaclib)*Y(N15)*state.rho - screened_rates(k_p_N15_to_n_O15_reaclib)*Y(N15)*state.rho - screened_rates(k_p_Na21_to_He4_Ne18_reaclib)*Y(Na21)*state.rho - screened_rates(k_p_Na22_to_He4_Ne19_reaclib)*Y(Na22)*state.rho - screened_rates(k_p_Na22_to_Mg23_reaclib)*Y(Na22)*state.rho - screened_rates(k_p_Na23_to_C12_C12_reaclib)*Y(Na23)*state.rho - screened_rates(k_p_Na23_to_He4_Ne20_reaclib)*Y(Na23)*state.rho - screened_rates(k_p_Na23_to_Mg24_reaclib)*Y(Na23)*state.rho - screened_rates(k_p_Na23_to_n_Mg23_reaclib)*Y(Na23)*state.rho - screened_rates(k_p_Ne20_to_He4_F17_reaclib)*Y(Ne20)*state.rho - screened_rates(k_p_Ne20_to_Na21_reaclib)*Y(Ne20)*state.rho - screened_rates(k_p_Ne21_to_He4_F18_reaclib)*Y(Ne21)*state.rho - screened_rates(k_p_Ne21_to_Na22_reaclib)*Y(Ne21)*state.rho - screened_rates(k_p_Ne21_to_n_Na21_reaclib)*Y(Ne21)*state.rho - screened_rates(k_p_Ne22_to_He4_F19_reaclib)*Y(Ne22)*state.rho - screened_rates(k_p_Ne22_to_Na23_reaclib)*Y(Ne22)*state.rho - screened_rates(k_p_Ne22_to_n_Na22_reaclib)*Y(Ne22)*state.rho - screened_rates(k_p_Ni56_to_Cu57_reaclib)*Y(Ni56)*state.rho - screened_rates(k_p_Ni56_to_He4_Co53_reaclib)*Y(Ni56)*state.rho - screened_rates(k_p_Ni57_to_Cu58_reaclib)*Y(Ni57)*state.rho - screened_rates(k_p_Ni57_to_He4_Co54_reaclib)*Y(Ni57)*state.rho - screened_rates(k_p_Ni57_to_n_Cu57_reaclib)*Y(Ni57)*state.rho - screened_rates(k_p_Ni58_to_Cu59_reaclib)*Y(Ni58)*state.rho - screened_rates(k_p_Ni58_to_He4_Co55_reaclib)*Y(Ni58)*state.rho - screened_rates(k_p_Ni58_to_n_Cu58_reaclib)*Y(Ni58)*state.rho - screened_rates(k_p_Ni59_to_Cu60_reaclib)*Y(Ni59)*state.rho - screened_rates(k_p_Ni59_to_He4_Co56_reaclib)*Y(Ni59)*state.rho - screened_rates(k_p_Ni59_to_n_Cu59_reaclib)*Y(Ni59)*state.rho - screened_rates(k_p_Ni60_to_Cu61_reaclib)*Y(Ni60)*state.rho - screened_rates(k_p_Ni60_to_He4_Co57_reaclib)*Y(Ni60)*state.rho - screened_rates(k_p_Ni60_to_n_Cu60_reaclib)*Y(Ni60)*state.rho - screened_rates(k_p_Ni61_to_Cu62_reaclib)*Y(Ni61)*state.rho - screened_rates(k_p_Ni61_to_He4_Co58_reaclib)*Y(Ni61)*state.rho - screened_rates(k_p_Ni61_to_n_Cu61_reaclib)*Y(Ni61)*state.rho - screened_rates(k_p_Ni62_to_Cu63_reaclib)*Y(Ni62)*state.rho - screened_rates(k_p_Ni62_to_He4_Co59_reaclib)*Y(Ni62)*state.rho - screened_rates(k_p_Ni62_to_n_Cu62_reaclib)*Y(Ni62)*state.rho - screened_rates(k_p_Ni63_to_Cu64_reaclib)*Y(Ni63)*state.rho - screened_rates(k_p_Ni63_to_n_Cu63_reaclib)*Y(Ni63)*state.rho - screened_rates(k_p_Ni64_to_Cu65_reaclib)*Y(Ni64)*state.rho - screened_rates(k_p_Ni64_to_n_Cu64_reaclib)*Y(Ni64)*state.rho - screened_rates(k_p_O16_to_F17_reaclib)*Y(O16)*state.rho - screened_rates(k_p_O16_to_He4_N13_reaclib)*Y(O16)*state.rho - screened_rates(k_p_O17_to_F18_reaclib)*Y(O17)*state.rho - screened_rates(k_p_O17_to_He4_N14_reaclib)*Y(O17)*state.rho - screened_rates(k_p_O17_to_n_F17_reaclib)*Y(O17)*state.rho - screened_rates(k_p_O18_to_F19_reaclib)*Y(O18)*state.rho - screened_rates(k_p_O18_to_He4_N15_reaclib)*Y(O18)*state.rho - screened_rates(k_p_O18_to_n_F18_reaclib)*Y(O18)*state.rho - screened_rates(k_p_P31_to_C12_Ne20_reaclib)*Y(P31)*state.rho - screened_rates(k_p_P31_to_He4_Si28_reaclib)*Y(P31)*state.rho - screened_rates(k_p_P31_to_O16_O16_reaclib)*Y(P31)*state.rho - screened_rates(k_p_P31_to_S32_reaclib)*Y(P31)*state.rho - screened_rates(k_p_P32_to_He4_Si29_reaclib)*Y(P32)*state.rho - screened_rates(k_p_P32_to_S33_reaclib)*Y(P32)*state.rho - screened_rates(k_p_P32_to_n_S32_reaclib)*Y(P32)*state.rho - screened_rates(k_p_P33_to_He4_Si30_reaclib)*Y(P33)*state.rho - screened_rates(k_p_P33_to_S34_reaclib)*Y(P33)*state.rho - screened_rates(k_p_P33_to_n_S33_reaclib)*Y(P33)*state.rho - screened_rates(k_p_S32_to_Cl33_reaclib)*Y(S32)*state.rho - screened_rates(k_p_S32_to_He4_P29_reaclib)*Y(S32)*state.rho - screened_rates(k_p_S33_to_Cl34_reaclib)*Y(S33)*state.rho - screened_rates(k_p_S33_to_He4_P30_reaclib)*Y(S33)*state.rho - screened_rates(k_p_S33_to_n_Cl33_reaclib)*Y(S33)*state.rho - screened_rates(k_p_S34_to_Cl35_reaclib)*Y(S34)*state.rho - screened_rates(k_p_S34_to_He4_P31_reaclib)*Y(S34)*state.rho - screened_rates(k_p_S34_to_n_Cl34_reaclib)*Y(S34)*state.rho - screened_rates(k_p_S35_to_Cl36_reaclib)*Y(S35)*state.rho - screened_rates(k_p_S35_to_He4_P32_reaclib)*Y(S35)*state.rho - screened_rates(k_p_S35_to_n_Cl35_reaclib)*Y(S35)*state.rho - screened_rates(k_p_S36_to_Cl37_reaclib)*Y(S36)*state.rho - screened_rates(k_p_S36_to_He4_P33_reaclib)*Y(S36)*state.rho - screened_rates(k_p_S36_to_n_Cl36_reaclib)*Y(S36)*state.rho - screened_rates(k_p_Sc43_to_He4_Ca40_reaclib)*Y(Sc43)*state.rho - screened_rates(k_p_Sc43_to_Ti44_reaclib)*Y(Sc43)*state.rho - screened_rates(k_p_Sc44_to_He4_Ca41_reaclib)*Y(Sc44)*state.rho - screened_rates(k_p_Sc44_to_Ti45_reaclib)*Y(Sc44)*state.rho - screened_rates(k_p_Sc44_to_n_Ti44_reaclib)*Y(Sc44)*state.rho - screened_rates(k_p_Sc45_to_He4_Ca42_reaclib)*Y(Sc45)*state.rho - screened_rates(k_p_Sc45_to_Ti46_reaclib)*Y(Sc45)*state.rho - screened_rates(k_p_Sc45_to_n_Ti45_reaclib)*Y(Sc45)*state.rho - screened_rates(k_p_Sc46_to_He4_Ca43_reaclib)*Y(Sc46)*state.rho - screened_rates(k_p_Sc46_to_Ti47_reaclib)*Y(Sc46)*state.rho - screened_rates(k_p_Sc46_to_n_Ti46_reaclib)*Y(Sc46)*state.rho - screened_rates(k_p_Sc47_to_He4_Ca44_reaclib)*Y(Sc47)*state.rho - screened_rates(k_p_Sc47_to_Ti48_reaclib)*Y(Sc47)*state.rho - screened_rates(k_p_Sc47_to_n_Ti47_reaclib)*Y(Sc47)*state.rho - screened_rates(k_p_Sc48_to_He4_Ca45_reaclib)*Y(Sc48)*state.rho - screened_rates(k_p_Sc48_to_Ti49_reaclib)*Y(Sc48)*state.rho - screened_rates(k_p_Sc48_to_n_Ti48_reaclib)*Y(Sc48)*state.rho - screened_rates(k_p_Sc49_to_He4_Ca46_reaclib)*Y(Sc49)*state.rho - screened_rates(k_p_Sc49_to_Ti50_reaclib)*Y(Sc49)*state.rho - screened_rates(k_p_Sc49_to_n_Ti49_reaclib)*Y(Sc49)*state.rho - screened_rates(k_p_Si28_to_He4_Al25_reaclib)*Y(Si28)*state.rho - screened_rates(k_p_Si28_to_P29_reaclib)*Y(Si28)*state.rho - screened_rates(k_p_Si29_to_He4_Al26_reaclib)*Y(Si29)*state.rho - screened_rates(k_p_Si29_to_P30_reaclib)*Y(Si29)*state.rho - screened_rates(k_p_Si29_to_n_P29_reaclib)*Y(Si29)*state.rho - screened_rates(k_p_Si30_to_He4_Al27_reaclib)*Y(Si30)*state.rho - screened_rates(k_p_Si30_to_P31_reaclib)*Y(Si30)*state.rho - screened_rates(k_p_Si30_to_n_P30_reaclib)*Y(Si30)*state.rho - screened_rates(k_p_Si31_to_P32_reaclib)*Y(Si31)*state.rho - screened_rates(k_p_Si31_to_n_P31_reaclib)*Y(Si31)*state.rho - screened_rates(k_p_Si32_to_P33_reaclib)*Y(Si32)*state.rho - screened_rates(k_p_Si32_to_n_P32_reaclib)*Y(Si32)*state.rho - screened_rates(k_p_Ti45_to_V46_reaclib)*Y(Ti45)*state.rho - screened_rates(k_p_Ti46_to_He4_Sc43_reaclib)*Y(Ti46)*state.rho - screened_rates(k_p_Ti46_to_V47_reaclib)*Y(Ti46)*state.rho - screened_rates(k_p_Ti46_to_n_V46_reaclib)*Y(Ti46)*state.rho - screened_rates(k_p_Ti47_to_He4_Sc44_reaclib)*Y(Ti47)*state.rho - screened_rates(k_p_Ti47_to_V48_reaclib)*Y(Ti47)*state.rho - screened_rates(k_p_Ti47_to_n_V47_reaclib)*Y(Ti47)*state.rho - screened_rates(k_p_Ti48_to_He4_Sc45_reaclib)*Y(Ti48)*state.rho - screened_rates(k_p_Ti48_to_V49_reaclib)*Y(Ti48)*state.rho - screened_rates(k_p_Ti48_to_n_V48_reaclib)*Y(Ti48)*state.rho - screened_rates(k_p_Ti49_to_He4_Sc46_reaclib)*Y(Ti49)*state.rho - screened_rates(k_p_Ti49_to_V50_reaclib)*Y(Ti49)*state.rho - screened_rates(k_p_Ti49_to_n_V49_reaclib)*Y(Ti49)*state.rho - screened_rates(k_p_Ti50_to_He4_Sc47_reaclib)*Y(Ti50)*state.rho - screened_rates(k_p_Ti50_to_V51_reaclib)*Y(Ti50)*state.rho - screened_rates(k_p_Ti50_to_n_V50_reaclib)*Y(Ti50)*state.rho - screened_rates(k_p_Ti51_to_He4_Sc48_reaclib)*Y(Ti51)*state.rho - screened_rates(k_p_Ti51_to_V52_reaclib)*Y(Ti51)*state.rho - screened_rates(k_p_Ti51_to_n_V51_reaclib)*Y(Ti51)*state.rho - screened_rates(k_p_V47_to_Cr48_reaclib)*Y(V47)*state.rho - screened_rates(k_p_V47_to_He4_Ti44_reaclib)*Y(V47)*state.rho - screened_rates(k_p_V48_to_Cr49_reaclib)*Y(V48)*state.rho - screened_rates(k_p_V48_to_He4_Ti45_reaclib)*Y(V48)*state.rho - screened_rates(k_p_V48_to_n_Cr48_reaclib)*Y(V48)*state.rho - screened_rates(k_p_V49_to_Cr50_reaclib)*Y(V49)*state.rho - screened_rates(k_p_V49_to_He4_Ti46_reaclib)*Y(V49)*state.rho - screened_rates(k_p_V49_to_n_Cr49_reaclib)*Y(V49)*state.rho - screened_rates(k_p_V50_to_Cr51_reaclib)*Y(V50)*state.rho - screened_rates(k_p_V50_to_He4_Ti47_reaclib)*Y(V50)*state.rho - screened_rates(k_p_V50_to_n_Cr50_reaclib)*Y(V50)*state.rho - screened_rates(k_p_V51_to_Cr52_reaclib)*Y(V51)*state.rho - screened_rates(k_p_V51_to_He4_Ti48_reaclib)*Y(V51)*state.rho - screened_rates(k_p_V51_to_n_Cr51_reaclib)*Y(V51)*state.rho - screened_rates(k_p_V52_to_Cr53_reaclib)*Y(V52)*state.rho - screened_rates(k_p_V52_to_He4_Ti49_reaclib)*Y(V52)*state.rho - screened_rates(k_p_V52_to_n_Cr52_reaclib)*Y(V52)*state.rho - screened_rates(k_p_Zn60_to_He4_Cu57_reaclib)*Y(Zn60)*state.rho - screened_rates(k_p_Zn61_to_Ga62_reaclib)*Y(Zn61)*state.rho - screened_rates(k_p_Zn61_to_He4_Cu58_reaclib)*Y(Zn61)*state.rho - screened_rates(k_p_Zn62_to_Ga63_reaclib)*Y(Zn62)*state.rho - screened_rates(k_p_Zn62_to_He4_Cu59_reaclib)*Y(Zn62)*state.rho - screened_rates(k_p_Zn62_to_n_Ga62_reaclib)*Y(Zn62)*state.rho - screened_rates(k_p_Zn63_to_Ga64_reaclib)*Y(Zn63)*state.rho - screened_rates(k_p_Zn63_to_He4_Cu60_reaclib)*Y(Zn63)*state.rho - screened_rates(k_p_Zn63_to_n_Ga63_reaclib)*Y(Zn63)*state.rho - screened_rates(k_p_Zn64_to_He4_Cu61_reaclib)*Y(Zn64)*state.rho - screened_rates(k_p_Zn64_to_n_Ga64_reaclib)*Y(Zn64)*state.rho - screened_rates(k_p_Zn65_to_He4_Cu62_reaclib)*Y(Zn65)*state.rho - screened_rates(k_p_Zn66_to_He4_Cu63_reaclib)*Y(Zn66)*state.rho - screened_rates(k_p_d_to_He3_reaclib)*Y(H2)*state.rho + 2*screened_rates(k_p_d_to_n_p_p_reaclib)*Y(H2)*state.rho - 1.0*screened_rates(k_p_p_He4_He4_to_He3_Be7_reaclib)*amrex::Math::powi<2>(Y(He4))*Y(H1)*amrex::Math::powi<3>(state.rho) - 2.0*screened_rates(k_p_p_He4_to_He3_He3_reaclib)*Y(He4)*Y(H1)*amrex::Math::powi<2>(state.rho) - 2.0*screened_rates(k_p_p_to_d_reaclib_bet_pos)*Y(H1)*state.rho - 2.0*screened_rates(k_p_p_to_d_reaclib_electron_capture)*Y(H1)*amrex::Math::powi<2>(state.rho)*state.y_e - screened_rates(k_p_to_n_weaktab);
+    scratch = -0.5*screened_rates(k_n_p_He4_He4_to_He3_Li7_reaclib)*amrex::Math::powi<2>(Y(He4))*Y(N)*amrex::Math::powi<3>(state.rho) - screened_rates(k_n_p_He4_to_Li6_reaclib)*Y(He4)*Y(N)*amrex::Math::powi<2>(state.rho) - 2.0*screened_rates(k_n_p_p_to_p_d_reaclib)*Y(N)*Y(H1)*amrex::Math::powi<2>(state.rho) - screened_rates(k_n_p_to_d_reaclib)*Y(N)*state.rho - screened_rates(k_p_Al26_to_He4_Mg23_reaclib)*Y(Al26)*state.rho - screened_rates(k_p_Al27_to_C12_O16_reaclib)*Y(Al27)*state.rho - screened_rates(k_p_Al27_to_He4_Mg24_reaclib)*Y(Al27)*state.rho - screened_rates(k_p_Al27_to_Si28_reaclib)*Y(Al27)*state.rho - screened_rates(k_p_Ar36_to_He4_Cl33_reaclib)*Y(Ar36)*state.rho - screened_rates(k_p_Ar36_to_K37_reaclib)*Y(Ar36)*state.rho - screened_rates(k_p_Ar37_to_He4_Cl34_reaclib)*Y(Ar37)*state.rho - screened_rates(k_p_Ar37_to_K38_reaclib)*Y(Ar37)*state.rho - screened_rates(k_p_Ar37_to_n_K37_reaclib)*Y(Ar37)*state.rho - screened_rates(k_p_Ar38_to_He4_Cl35_reaclib)*Y(Ar38)*state.rho - screened_rates(k_p_Ar38_to_K39_reaclib)*Y(Ar38)*state.rho - screened_rates(k_p_Ar38_to_n_K38_reaclib)*Y(Ar38)*state.rho - screened_rates(k_p_Ar39_to_He4_Cl36_reaclib)*Y(Ar39)*state.rho - screened_rates(k_p_Ar39_to_K40_reaclib)*Y(Ar39)*state.rho - screened_rates(k_p_Ar39_to_n_K39_reaclib)*Y(Ar39)*state.rho - screened_rates(k_p_Ar40_to_He4_Cl37_reaclib)*Y(Ar40)*state.rho - screened_rates(k_p_Ar40_to_K41_reaclib)*Y(Ar40)*state.rho - screened_rates(k_p_Ar40_to_n_K40_reaclib)*Y(Ar40)*state.rho - screened_rates(k_p_B10_to_He4_Be7_reaclib)*Y(B10)*state.rho - screened_rates(k_p_B11_to_C12_reaclib)*Y(B11)*state.rho - screened_rates(k_p_B11_to_He4_He4_He4_reaclib)*Y(B11)*state.rho - screened_rates(k_p_Be7_to_B8_reaclib)*Y(Be7)*state.rho - screened_rates(k_p_Be9_to_B10_reaclib)*Y(Be9)*state.rho - screened_rates(k_p_Be9_to_He4_Li6_reaclib)*Y(Be9)*state.rho - screened_rates(k_p_Be9_to_d_He4_He4_reaclib)*Y(Be9)*state.rho - screened_rates(k_p_C12_to_N13_reaclib)*Y(C12)*state.rho - screened_rates(k_p_C13_to_He4_B10_reaclib)*Y(C13)*state.rho - screened_rates(k_p_C13_to_N14_reaclib)*Y(C13)*state.rho - screened_rates(k_p_C13_to_n_N13_reaclib)*Y(C13)*state.rho - screened_rates(k_p_C14_to_He4_B11_reaclib)*Y(C14)*state.rho - screened_rates(k_p_C14_to_N15_reaclib)*Y(C14)*state.rho - screened_rates(k_p_C14_to_n_N14_reaclib)*Y(C14)*state.rho - screened_rates(k_p_Ca40_to_He4_K37_reaclib)*Y(Ca40)*state.rho - screened_rates(k_p_Ca41_to_He4_K38_reaclib)*Y(Ca41)*state.rho - screened_rates(k_p_Ca42_to_He4_K39_reaclib)*Y(Ca42)*state.rho - screened_rates(k_p_Ca42_to_Sc43_reaclib)*Y(Ca42)*state.rho - screened_rates(k_p_Ca43_to_He4_K40_reaclib)*Y(Ca43)*state.rho - screened_rates(k_p_Ca43_to_Sc44_reaclib)*Y(Ca43)*state.rho - screened_rates(k_p_Ca43_to_n_Sc43_reaclib)*Y(Ca43)*state.rho - screened_rates(k_p_Ca44_to_He4_K41_reaclib)*Y(Ca44)*state.rho - screened_rates(k_p_Ca44_to_Sc45_reaclib)*Y(Ca44)*state.rho - screened_rates(k_p_Ca44_to_n_Sc44_reaclib)*Y(Ca44)*state.rho - screened_rates(k_p_Ca45_to_Sc46_reaclib)*Y(Ca45)*state.rho - screened_rates(k_p_Ca45_to_n_Sc45_reaclib)*Y(Ca45)*state.rho - screened_rates(k_p_Ca46_to_Sc47_reaclib)*Y(Ca46)*state.rho - screened_rates(k_p_Ca46_to_n_Sc46_reaclib)*Y(Ca46)*state.rho - screened_rates(k_p_Ca47_to_Sc48_reaclib)*Y(Ca47)*state.rho - screened_rates(k_p_Ca47_to_n_Sc47_reaclib)*Y(Ca47)*state.rho - screened_rates(k_p_Ca48_to_Sc49_reaclib)*Y(Ca48)*state.rho - screened_rates(k_p_Ca48_to_n_Sc48_reaclib)*Y(Ca48)*state.rho - screened_rates(k_p_Cl35_to_Ar36_reaclib)*Y(Cl35)*state.rho - screened_rates(k_p_Cl35_to_He4_S32_reaclib)*Y(Cl35)*state.rho - screened_rates(k_p_Cl36_to_Ar37_reaclib)*Y(Cl36)*state.rho - screened_rates(k_p_Cl36_to_He4_S33_reaclib)*Y(Cl36)*state.rho - screened_rates(k_p_Cl36_to_n_Ar36_reaclib)*Y(Cl36)*state.rho - screened_rates(k_p_Cl37_to_Ar38_reaclib)*Y(Cl37)*state.rho - screened_rates(k_p_Cl37_to_He4_S34_reaclib)*Y(Cl37)*state.rho - screened_rates(k_p_Cl37_to_n_Ar37_reaclib)*Y(Cl37)*state.rho - screened_rates(k_p_Co55_to_He4_Fe52_reaclib)*Y(Co55)*state.rho - screened_rates(k_p_Co55_to_Ni56_reaclib)*Y(Co55)*state.rho - screened_rates(k_p_Co56_to_He4_Fe53_reaclib)*Y(Co56)*state.rho - screened_rates(k_p_Co56_to_Ni57_reaclib)*Y(Co56)*state.rho - screened_rates(k_p_Co56_to_n_Ni56_reaclib)*Y(Co56)*state.rho - screened_rates(k_p_Co57_to_He4_Fe54_reaclib)*Y(Co57)*state.rho - screened_rates(k_p_Co57_to_Ni58_reaclib)*Y(Co57)*state.rho - screened_rates(k_p_Co57_to_n_Ni57_reaclib)*Y(Co57)*state.rho - screened_rates(k_p_Co58_to_He4_Fe55_reaclib)*Y(Co58)*state.rho - screened_rates(k_p_Co58_to_Ni59_reaclib)*Y(Co58)*state.rho - screened_rates(k_p_Co58_to_n_Ni58_reaclib)*Y(Co58)*state.rho - screened_rates(k_p_Co59_to_He4_Fe56_reaclib)*Y(Co59)*state.rho - screened_rates(k_p_Co59_to_Ni60_reaclib)*Y(Co59)*state.rho - screened_rates(k_p_Co59_to_n_Ni59_reaclib)*Y(Co59)*state.rho - screened_rates(k_p_Cr49_to_He4_V46_reaclib)*Y(Cr49)*state.rho - screened_rates(k_p_Cr49_to_Mn50_reaclib)*Y(Cr49)*state.rho - screened_rates(k_p_Cr50_to_He4_V47_reaclib)*Y(Cr50)*state.rho - screened_rates(k_p_Cr50_to_Mn51_reaclib)*Y(Cr50)*state.rho - screened_rates(k_p_Cr50_to_n_Mn50_reaclib)*Y(Cr50)*state.rho - screened_rates(k_p_Cr51_to_He4_V48_reaclib)*Y(Cr51)*state.rho - screened_rates(k_p_Cr51_to_Mn52_reaclib)*Y(Cr51)*state.rho - screened_rates(k_p_Cr51_to_n_Mn51_reaclib)*Y(Cr51)*state.rho - screened_rates(k_p_Cr52_to_He4_V49_reaclib)*Y(Cr52)*state.rho - screened_rates(k_p_Cr52_to_Mn53_reaclib)*Y(Cr52)*state.rho - screened_rates(k_p_Cr52_to_n_Mn52_reaclib)*Y(Cr52)*state.rho - screened_rates(k_p_Cr53_to_He4_V50_reaclib)*Y(Cr53)*state.rho - screened_rates(k_p_Cr53_to_Mn54_reaclib)*Y(Cr53)*state.rho - screened_rates(k_p_Cr53_to_n_Mn53_reaclib)*Y(Cr53)*state.rho - screened_rates(k_p_Cr54_to_He4_V51_reaclib)*Y(Cr54)*state.rho - screened_rates(k_p_Cr54_to_Mn55_reaclib)*Y(Cr54)*state.rho - screened_rates(k_p_Cr54_to_n_Mn54_reaclib)*Y(Cr54)*state.rho - screened_rates(k_p_Cu58_to_Zn59_reaclib)*Y(Cu58)*state.rho - screened_rates(k_p_Cu59_to_He4_Ni56_reaclib)*Y(Cu59)*state.rho - screened_rates(k_p_Cu59_to_Zn60_reaclib)*Y(Cu59)*state.rho - screened_rates(k_p_Cu59_to_n_Zn59_reaclib)*Y(Cu59)*state.rho - screened_rates(k_p_Cu60_to_He4_Ni57_reaclib)*Y(Cu60)*state.rho - screened_rates(k_p_Cu60_to_Zn61_reaclib)*Y(Cu60)*state.rho - screened_rates(k_p_Cu60_to_n_Zn60_reaclib)*Y(Cu60)*state.rho - screened_rates(k_p_Cu61_to_He4_Ni58_reaclib)*Y(Cu61)*state.rho - screened_rates(k_p_Cu61_to_Zn62_reaclib)*Y(Cu61)*state.rho - screened_rates(k_p_Cu61_to_n_Zn61_reaclib)*Y(Cu61)*state.rho - screened_rates(k_p_Cu62_to_He4_Ni59_reaclib)*Y(Cu62)*state.rho - screened_rates(k_p_Cu62_to_Zn63_reaclib)*Y(Cu62)*state.rho - screened_rates(k_p_Cu62_to_n_Zn62_reaclib)*Y(Cu62)*state.rho - screened_rates(k_p_Cu63_to_He4_Ni60_reaclib)*Y(Cu63)*state.rho - screened_rates(k_p_Cu63_to_Zn64_reaclib)*Y(Cu63)*state.rho - screened_rates(k_p_Cu63_to_n_Zn63_reaclib)*Y(Cu63)*state.rho - screened_rates(k_p_Cu64_to_He4_Ni61_reaclib)*Y(Cu64)*state.rho - screened_rates(k_p_Cu64_to_Zn65_reaclib)*Y(Cu64)*state.rho - screened_rates(k_p_Cu64_to_n_Zn64_reaclib)*Y(Cu64)*state.rho - screened_rates(k_p_Cu65_to_He4_Ni62_reaclib)*Y(Cu65)*state.rho - screened_rates(k_p_Cu65_to_Zn66_reaclib)*Y(Cu65)*state.rho - screened_rates(k_p_Cu65_to_n_Zn65_reaclib)*Y(Cu65)*state.rho - screened_rates(k_p_F17_to_He4_O14_reaclib)*Y(F17)*state.rho - screened_rates(k_p_F17_to_Ne18_reaclib)*Y(F17)*state.rho - screened_rates(k_p_F18_to_He4_O15_reaclib)*Y(F18)*state.rho - screened_rates(k_p_F18_to_Ne19_reaclib)*Y(F18)*state.rho - screened_rates(k_p_F18_to_n_Ne18_reaclib)*Y(F18)*state.rho - screened_rates(k_p_F19_to_He4_O16_reaclib)*Y(F19)*state.rho - screened_rates(k_p_F19_to_Ne20_reaclib)*Y(F19)*state.rho - screened_rates(k_p_F19_to_n_Ne19_reaclib)*Y(F19)*state.rho - screened_rates(k_p_Fe52_to_Co53_reaclib)*Y(Fe52)*state.rho - screened_rates(k_p_Fe53_to_Co54_reaclib)*Y(Fe53)*state.rho - screened_rates(k_p_Fe53_to_He4_Mn50_reaclib)*Y(Fe53)*state.rho - screened_rates(k_p_Fe53_to_n_Co53_reaclib)*Y(Fe53)*state.rho - screened_rates(k_p_Fe54_to_Co55_reaclib)*Y(Fe54)*state.rho - screened_rates(k_p_Fe54_to_He4_Mn51_reaclib)*Y(Fe54)*state.rho - screened_rates(k_p_Fe54_to_n_Co54_reaclib)*Y(Fe54)*state.rho - screened_rates(k_p_Fe55_to_Co56_reaclib)*Y(Fe55)*state.rho - screened_rates(k_p_Fe55_to_He4_Mn52_reaclib)*Y(Fe55)*state.rho - screened_rates(k_p_Fe55_to_n_Co55_reaclib)*Y(Fe55)*state.rho - screened_rates(k_p_Fe56_to_Co57_reaclib)*Y(Fe56)*state.rho - screened_rates(k_p_Fe56_to_He4_Mn53_reaclib)*Y(Fe56)*state.rho - screened_rates(k_p_Fe56_to_n_Co56_reaclib)*Y(Fe56)*state.rho - screened_rates(k_p_Fe57_to_Co58_reaclib)*Y(Fe57)*state.rho - screened_rates(k_p_Fe57_to_He4_Mn54_reaclib)*Y(Fe57)*state.rho - screened_rates(k_p_Fe57_to_n_Co57_reaclib)*Y(Fe57)*state.rho - screened_rates(k_p_Fe58_to_Co59_reaclib)*Y(Fe58)*state.rho - screened_rates(k_p_Fe58_to_He4_Mn55_reaclib)*Y(Fe58)*state.rho - screened_rates(k_p_Fe58_to_n_Co58_reaclib)*Y(Fe58)*state.rho - screened_rates(k_p_Ga62_to_Ge63_reaclib)*Y(Ga62)*state.rho - screened_rates(k_p_Ga62_to_He4_Zn59_reaclib)*Y(Ga62)*state.rho - screened_rates(k_p_Ga63_to_Ge64_reaclib)*Y(Ga63)*state.rho - screened_rates(k_p_Ga63_to_He4_Zn60_reaclib)*Y(Ga63)*state.rho - screened_rates(k_p_Ga63_to_n_Ge63_reaclib)*Y(Ga63)*state.rho - screened_rates(k_p_Ga64_to_He4_Zn61_reaclib)*Y(Ga64)*state.rho - screened_rates(k_p_Ga64_to_n_Ge64_reaclib)*Y(Ga64)*state.rho - screened_rates(k_p_He3_to_He4_reaclib)*Y(He3)*state.rho - 0.5*screened_rates(k_p_He4_He4_to_d_Be7_reaclib)*amrex::Math::powi<2>(Y(He4))*amrex::Math::powi<2>(state.rho) - 0.5*screened_rates(k_p_He4_He4_to_n_B8_reaclib)*amrex::Math::powi<2>(Y(He4))*amrex::Math::powi<2>(state.rho) - screened_rates(k_p_He4_to_d_He3_reaclib)*Y(He4)*state.rho - screened_rates(k_p_K39_to_Ca40_reaclib)*Y(K39)*state.rho - screened_rates(k_p_K39_to_He4_Ar36_reaclib)*Y(K39)*state.rho - screened_rates(k_p_K40_to_Ca41_reaclib)*Y(K40)*state.rho - screened_rates(k_p_K40_to_He4_Ar37_reaclib)*Y(K40)*state.rho - screened_rates(k_p_K40_to_n_Ca40_reaclib)*Y(K40)*state.rho - screened_rates(k_p_K41_to_Ca42_reaclib)*Y(K41)*state.rho - screened_rates(k_p_K41_to_He4_Ar38_reaclib)*Y(K41)*state.rho - screened_rates(k_p_K41_to_n_Ca41_reaclib)*Y(K41)*state.rho - screened_rates(k_p_Li6_to_Be7_reaclib)*Y(Li6)*state.rho - screened_rates(k_p_Li6_to_He4_He3_reaclib)*Y(Li6)*state.rho - screened_rates(k_p_Li7_to_He4_He4_reaclib)*Y(Li7)*state.rho - screened_rates(k_p_Li7_to_d_Li6_reaclib)*Y(Li7)*state.rho - screened_rates(k_p_Li7_to_n_Be7_reaclib)*Y(Li7)*state.rho - screened_rates(k_p_Mg24_to_Al25_reaclib)*Y(Mg24)*state.rho - screened_rates(k_p_Mg24_to_He4_Na21_reaclib)*Y(Mg24)*state.rho - screened_rates(k_p_Mg25_to_Al26_reaclib)*Y(Mg25)*state.rho - screened_rates(k_p_Mg25_to_He4_Na22_reaclib)*Y(Mg25)*state.rho - screened_rates(k_p_Mg25_to_n_Al25_reaclib)*Y(Mg25)*state.rho - screened_rates(k_p_Mg26_to_Al27_reaclib)*Y(Mg26)*state.rho - screened_rates(k_p_Mg26_to_He4_Na23_reaclib)*Y(Mg26)*state.rho - screened_rates(k_p_Mg26_to_n_Al26_reaclib)*Y(Mg26)*state.rho - screened_rates(k_p_Mn51_to_Fe52_reaclib)*Y(Mn51)*state.rho - screened_rates(k_p_Mn51_to_He4_Cr48_reaclib)*Y(Mn51)*state.rho - screened_rates(k_p_Mn52_to_Fe53_reaclib)*Y(Mn52)*state.rho - screened_rates(k_p_Mn52_to_He4_Cr49_reaclib)*Y(Mn52)*state.rho - screened_rates(k_p_Mn52_to_n_Fe52_reaclib)*Y(Mn52)*state.rho - screened_rates(k_p_Mn53_to_Fe54_reaclib)*Y(Mn53)*state.rho - screened_rates(k_p_Mn53_to_He4_Cr50_reaclib)*Y(Mn53)*state.rho - screened_rates(k_p_Mn53_to_n_Fe53_reaclib)*Y(Mn53)*state.rho - screened_rates(k_p_Mn54_to_Fe55_reaclib)*Y(Mn54)*state.rho - screened_rates(k_p_Mn54_to_He4_Cr51_reaclib)*Y(Mn54)*state.rho - screened_rates(k_p_Mn54_to_n_Fe54_reaclib)*Y(Mn54)*state.rho - screened_rates(k_p_Mn55_to_Fe56_reaclib)*Y(Mn55)*state.rho - screened_rates(k_p_Mn55_to_He4_Cr52_reaclib)*Y(Mn55)*state.rho - screened_rates(k_p_Mn55_to_n_Fe55_reaclib)*Y(Mn55)*state.rho - screened_rates(k_p_N13_to_O14_reaclib)*Y(N13)*state.rho - screened_rates(k_p_N14_to_O15_reaclib)*Y(N14)*state.rho - screened_rates(k_p_N14_to_n_O14_reaclib)*Y(N14)*state.rho - screened_rates(k_p_N15_to_He4_C12_reaclib)*Y(N15)*state.rho - screened_rates(k_p_N15_to_O16_reaclib)*Y(N15)*state.rho - screened_rates(k_p_N15_to_n_O15_reaclib)*Y(N15)*state.rho - screened_rates(k_p_Na21_to_He4_Ne18_reaclib)*Y(Na21)*state.rho - screened_rates(k_p_Na22_to_He4_Ne19_reaclib)*Y(Na22)*state.rho - screened_rates(k_p_Na22_to_Mg23_reaclib)*Y(Na22)*state.rho - screened_rates(k_p_Na23_to_C12_C12_reaclib)*Y(Na23)*state.rho - screened_rates(k_p_Na23_to_He4_Ne20_reaclib)*Y(Na23)*state.rho - screened_rates(k_p_Na23_to_Mg24_reaclib)*Y(Na23)*state.rho - screened_rates(k_p_Na23_to_n_Mg23_reaclib)*Y(Na23)*state.rho - screened_rates(k_p_Ne20_to_He4_F17_reaclib)*Y(Ne20)*state.rho - screened_rates(k_p_Ne20_to_Na21_reaclib)*Y(Ne20)*state.rho - screened_rates(k_p_Ne21_to_He4_F18_reaclib)*Y(Ne21)*state.rho - screened_rates(k_p_Ne21_to_Na22_reaclib)*Y(Ne21)*state.rho - screened_rates(k_p_Ne21_to_n_Na21_reaclib)*Y(Ne21)*state.rho - screened_rates(k_p_Ne22_to_He4_F19_reaclib)*Y(Ne22)*state.rho - screened_rates(k_p_Ne22_to_Na23_reaclib)*Y(Ne22)*state.rho - screened_rates(k_p_Ne22_to_n_Na22_reaclib)*Y(Ne22)*state.rho - screened_rates(k_p_Ni56_to_Cu57_reaclib)*Y(Ni56)*state.rho - screened_rates(k_p_Ni56_to_He4_Co53_reaclib)*Y(Ni56)*state.rho - screened_rates(k_p_Ni57_to_Cu58_reaclib)*Y(Ni57)*state.rho - screened_rates(k_p_Ni57_to_He4_Co54_reaclib)*Y(Ni57)*state.rho - screened_rates(k_p_Ni57_to_n_Cu57_reaclib)*Y(Ni57)*state.rho - screened_rates(k_p_Ni58_to_Cu59_reaclib)*Y(Ni58)*state.rho - screened_rates(k_p_Ni58_to_He4_Co55_reaclib)*Y(Ni58)*state.rho - screened_rates(k_p_Ni58_to_n_Cu58_reaclib)*Y(Ni58)*state.rho - screened_rates(k_p_Ni59_to_Cu60_reaclib)*Y(Ni59)*state.rho - screened_rates(k_p_Ni59_to_He4_Co56_reaclib)*Y(Ni59)*state.rho - screened_rates(k_p_Ni59_to_n_Cu59_reaclib)*Y(Ni59)*state.rho - screened_rates(k_p_Ni60_to_Cu61_reaclib)*Y(Ni60)*state.rho - screened_rates(k_p_Ni60_to_He4_Co57_reaclib)*Y(Ni60)*state.rho - screened_rates(k_p_Ni60_to_n_Cu60_reaclib)*Y(Ni60)*state.rho - screened_rates(k_p_Ni61_to_Cu62_reaclib)*Y(Ni61)*state.rho - screened_rates(k_p_Ni61_to_He4_Co58_reaclib)*Y(Ni61)*state.rho - screened_rates(k_p_Ni61_to_n_Cu61_reaclib)*Y(Ni61)*state.rho - screened_rates(k_p_Ni62_to_Cu63_reaclib)*Y(Ni62)*state.rho - screened_rates(k_p_Ni62_to_He4_Co59_reaclib)*Y(Ni62)*state.rho - screened_rates(k_p_Ni62_to_n_Cu62_reaclib)*Y(Ni62)*state.rho - screened_rates(k_p_Ni63_to_Cu64_reaclib)*Y(Ni63)*state.rho - screened_rates(k_p_Ni63_to_n_Cu63_reaclib)*Y(Ni63)*state.rho - screened_rates(k_p_Ni64_to_Cu65_reaclib)*Y(Ni64)*state.rho - screened_rates(k_p_Ni64_to_n_Cu64_reaclib)*Y(Ni64)*state.rho - screened_rates(k_p_O16_to_F17_reaclib)*Y(O16)*state.rho - screened_rates(k_p_O16_to_He4_N13_reaclib)*Y(O16)*state.rho - screened_rates(k_p_O17_to_F18_reaclib)*Y(O17)*state.rho - screened_rates(k_p_O17_to_He4_N14_reaclib)*Y(O17)*state.rho - screened_rates(k_p_O17_to_n_F17_reaclib)*Y(O17)*state.rho - screened_rates(k_p_O18_to_F19_reaclib)*Y(O18)*state.rho - screened_rates(k_p_O18_to_He4_N15_reaclib)*Y(O18)*state.rho - screened_rates(k_p_O18_to_n_F18_reaclib)*Y(O18)*state.rho - screened_rates(k_p_P31_to_C12_Ne20_reaclib)*Y(P31)*state.rho - screened_rates(k_p_P31_to_He4_Si28_reaclib)*Y(P31)*state.rho - screened_rates(k_p_P31_to_O16_O16_reaclib)*Y(P31)*state.rho - screened_rates(k_p_P31_to_S32_reaclib)*Y(P31)*state.rho - screened_rates(k_p_P32_to_He4_Si29_reaclib)*Y(P32)*state.rho - screened_rates(k_p_P32_to_S33_reaclib)*Y(P32)*state.rho - screened_rates(k_p_P32_to_n_S32_reaclib)*Y(P32)*state.rho - screened_rates(k_p_P33_to_He4_Si30_reaclib)*Y(P33)*state.rho - screened_rates(k_p_P33_to_S34_reaclib)*Y(P33)*state.rho - screened_rates(k_p_P33_to_n_S33_reaclib)*Y(P33)*state.rho - screened_rates(k_p_S32_to_Cl33_reaclib)*Y(S32)*state.rho - screened_rates(k_p_S32_to_He4_P29_reaclib)*Y(S32)*state.rho - screened_rates(k_p_S33_to_Cl34_reaclib)*Y(S33)*state.rho - screened_rates(k_p_S33_to_He4_P30_reaclib)*Y(S33)*state.rho - screened_rates(k_p_S33_to_n_Cl33_reaclib)*Y(S33)*state.rho - screened_rates(k_p_S34_to_Cl35_reaclib)*Y(S34)*state.rho - screened_rates(k_p_S34_to_He4_P31_reaclib)*Y(S34)*state.rho - screened_rates(k_p_S34_to_n_Cl34_reaclib)*Y(S34)*state.rho - screened_rates(k_p_S35_to_Cl36_reaclib)*Y(S35)*state.rho - screened_rates(k_p_S35_to_He4_P32_reaclib)*Y(S35)*state.rho - screened_rates(k_p_S35_to_n_Cl35_reaclib)*Y(S35)*state.rho - screened_rates(k_p_S36_to_Cl37_reaclib)*Y(S36)*state.rho - screened_rates(k_p_S36_to_He4_P33_reaclib)*Y(S36)*state.rho - screened_rates(k_p_S36_to_n_Cl36_reaclib)*Y(S36)*state.rho - screened_rates(k_p_Sc43_to_He4_Ca40_reaclib)*Y(Sc43)*state.rho - screened_rates(k_p_Sc43_to_Ti44_reaclib)*Y(Sc43)*state.rho - screened_rates(k_p_Sc44_to_He4_Ca41_reaclib)*Y(Sc44)*state.rho - screened_rates(k_p_Sc44_to_Ti45_reaclib)*Y(Sc44)*state.rho - screened_rates(k_p_Sc44_to_n_Ti44_reaclib)*Y(Sc44)*state.rho - screened_rates(k_p_Sc45_to_He4_Ca42_reaclib)*Y(Sc45)*state.rho - screened_rates(k_p_Sc45_to_Ti46_reaclib)*Y(Sc45)*state.rho - screened_rates(k_p_Sc45_to_n_Ti45_reaclib)*Y(Sc45)*state.rho - screened_rates(k_p_Sc46_to_He4_Ca43_reaclib)*Y(Sc46)*state.rho - screened_rates(k_p_Sc46_to_Ti47_reaclib)*Y(Sc46)*state.rho - screened_rates(k_p_Sc46_to_n_Ti46_reaclib)*Y(Sc46)*state.rho - screened_rates(k_p_Sc47_to_He4_Ca44_reaclib)*Y(Sc47)*state.rho - screened_rates(k_p_Sc47_to_Ti48_reaclib)*Y(Sc47)*state.rho - screened_rates(k_p_Sc47_to_n_Ti47_reaclib)*Y(Sc47)*state.rho - screened_rates(k_p_Sc48_to_He4_Ca45_reaclib)*Y(Sc48)*state.rho - screened_rates(k_p_Sc48_to_Ti49_reaclib)*Y(Sc48)*state.rho - screened_rates(k_p_Sc48_to_n_Ti48_reaclib)*Y(Sc48)*state.rho - screened_rates(k_p_Sc49_to_He4_Ca46_reaclib)*Y(Sc49)*state.rho - screened_rates(k_p_Sc49_to_Ti50_reaclib)*Y(Sc49)*state.rho - screened_rates(k_p_Sc49_to_n_Ti49_reaclib)*Y(Sc49)*state.rho - screened_rates(k_p_Si28_to_He4_Al25_reaclib)*Y(Si28)*state.rho - screened_rates(k_p_Si28_to_P29_reaclib)*Y(Si28)*state.rho - screened_rates(k_p_Si29_to_He4_Al26_reaclib)*Y(Si29)*state.rho - screened_rates(k_p_Si29_to_P30_reaclib)*Y(Si29)*state.rho - screened_rates(k_p_Si29_to_n_P29_reaclib)*Y(Si29)*state.rho - screened_rates(k_p_Si30_to_He4_Al27_reaclib)*Y(Si30)*state.rho - screened_rates(k_p_Si30_to_P31_reaclib)*Y(Si30)*state.rho - screened_rates(k_p_Si30_to_n_P30_reaclib)*Y(Si30)*state.rho - screened_rates(k_p_Si31_to_P32_reaclib)*Y(Si31)*state.rho - screened_rates(k_p_Si31_to_n_P31_reaclib)*Y(Si31)*state.rho - screened_rates(k_p_Si32_to_P33_reaclib)*Y(Si32)*state.rho - screened_rates(k_p_Si32_to_n_P32_reaclib)*Y(Si32)*state.rho - screened_rates(k_p_Ti45_to_V46_reaclib)*Y(Ti45)*state.rho - screened_rates(k_p_Ti46_to_He4_Sc43_reaclib)*Y(Ti46)*state.rho - screened_rates(k_p_Ti46_to_V47_reaclib)*Y(Ti46)*state.rho - screened_rates(k_p_Ti46_to_n_V46_reaclib)*Y(Ti46)*state.rho - screened_rates(k_p_Ti47_to_He4_Sc44_reaclib)*Y(Ti47)*state.rho - screened_rates(k_p_Ti47_to_V48_reaclib)*Y(Ti47)*state.rho - screened_rates(k_p_Ti47_to_n_V47_reaclib)*Y(Ti47)*state.rho - screened_rates(k_p_Ti48_to_He4_Sc45_reaclib)*Y(Ti48)*state.rho - screened_rates(k_p_Ti48_to_V49_reaclib)*Y(Ti48)*state.rho - screened_rates(k_p_Ti48_to_n_V48_reaclib)*Y(Ti48)*state.rho - screened_rates(k_p_Ti49_to_He4_Sc46_reaclib)*Y(Ti49)*state.rho - screened_rates(k_p_Ti49_to_V50_reaclib)*Y(Ti49)*state.rho - screened_rates(k_p_Ti49_to_n_V49_reaclib)*Y(Ti49)*state.rho - screened_rates(k_p_Ti50_to_He4_Sc47_reaclib)*Y(Ti50)*state.rho - screened_rates(k_p_Ti50_to_V51_reaclib)*Y(Ti50)*state.rho - screened_rates(k_p_Ti50_to_n_V50_reaclib)*Y(Ti50)*state.rho - screened_rates(k_p_Ti51_to_He4_Sc48_reaclib)*Y(Ti51)*state.rho - screened_rates(k_p_Ti51_to_V52_reaclib)*Y(Ti51)*state.rho - screened_rates(k_p_Ti51_to_n_V51_reaclib)*Y(Ti51)*state.rho - screened_rates(k_p_V47_to_Cr48_reaclib)*Y(V47)*state.rho - screened_rates(k_p_V47_to_He4_Ti44_reaclib)*Y(V47)*state.rho - screened_rates(k_p_V48_to_Cr49_reaclib)*Y(V48)*state.rho - screened_rates(k_p_V48_to_He4_Ti45_reaclib)*Y(V48)*state.rho - screened_rates(k_p_V48_to_n_Cr48_reaclib)*Y(V48)*state.rho - screened_rates(k_p_V49_to_Cr50_reaclib)*Y(V49)*state.rho - screened_rates(k_p_V49_to_He4_Ti46_reaclib)*Y(V49)*state.rho - screened_rates(k_p_V49_to_n_Cr49_reaclib)*Y(V49)*state.rho - screened_rates(k_p_V50_to_Cr51_reaclib)*Y(V50)*state.rho - screened_rates(k_p_V50_to_He4_Ti47_reaclib)*Y(V50)*state.rho - screened_rates(k_p_V50_to_n_Cr50_reaclib)*Y(V50)*state.rho - screened_rates(k_p_V51_to_Cr52_reaclib)*Y(V51)*state.rho - screened_rates(k_p_V51_to_He4_Ti48_reaclib)*Y(V51)*state.rho - screened_rates(k_p_V51_to_n_Cr51_reaclib)*Y(V51)*state.rho - screened_rates(k_p_V52_to_Cr53_reaclib)*Y(V52)*state.rho - screened_rates(k_p_V52_to_He4_Ti49_reaclib)*Y(V52)*state.rho - screened_rates(k_p_V52_to_n_Cr52_reaclib)*Y(V52)*state.rho - screened_rates(k_p_Zn60_to_He4_Cu57_reaclib)*Y(Zn60)*state.rho - screened_rates(k_p_Zn61_to_Ga62_reaclib)*Y(Zn61)*state.rho - screened_rates(k_p_Zn61_to_He4_Cu58_reaclib)*Y(Zn61)*state.rho - screened_rates(k_p_Zn62_to_Ga63_reaclib)*Y(Zn62)*state.rho - screened_rates(k_p_Zn62_to_He4_Cu59_reaclib)*Y(Zn62)*state.rho - screened_rates(k_p_Zn62_to_n_Ga62_reaclib)*Y(Zn62)*state.rho - screened_rates(k_p_Zn63_to_Ga64_reaclib)*Y(Zn63)*state.rho - screened_rates(k_p_Zn63_to_He4_Cu60_reaclib)*Y(Zn63)*state.rho - screened_rates(k_p_Zn63_to_n_Ga63_reaclib)*Y(Zn63)*state.rho - screened_rates(k_p_Zn64_to_He4_Cu61_reaclib)*Y(Zn64)*state.rho - screened_rates(k_p_Zn64_to_n_Ga64_reaclib)*Y(Zn64)*state.rho - screened_rates(k_p_Zn65_to_He4_Cu62_reaclib)*Y(Zn65)*state.rho - screened_rates(k_p_Zn66_to_He4_Cu63_reaclib)*Y(Zn66)*state.rho - screened_rates(k_p_d_to_He3_reaclib)*Y(H2)*state.rho + 2*screened_rates(k_p_d_to_n_p_p_reaclib)*Y(H2)*state.rho - 1.0*screened_rates(k_p_p_He4_He4_to_He3_Be7_reaclib)*amrex::Math::powi<2>(Y(He4))*Y(H1)*amrex::Math::powi<3>(state.rho) - 2.0*screened_rates(k_p_p_He4_to_He3_He3_reaclib)*Y(He4)*Y(H1)*amrex::Math::powi<2>(state.rho) - 2.0*screened_rates(k_p_p_to_d_reaclib_beta_pos)*Y(H1)*state.rho - 2.0*screened_rates(k_p_p_to_d_reaclib_electron_capture)*Y(H1)*amrex::Math::powi<2>(state.rho)*state.y_e - screened_rates(k_p_to_n_weaktab);
     jac.set(H1, H1, scratch);
 
     scratch = screened_rates(k_d_Be7_to_p_He4_He4_reaclib)*Y(Be7)*state.rho + screened_rates(k_d_He3_to_p_He4_reaclib)*Y(He3)*state.rho + 0.5*screened_rates(k_d_He4_He4_to_p_Be9_reaclib)*amrex::Math::powi<2>(Y(He4))*amrex::Math::powi<2>(state.rho) + screened_rates(k_d_Li6_to_p_Li7_reaclib)*Y(Li6)*state.rho + screened_rates(k_d_to_n_p_reaclib) - screened_rates(k_p_d_to_He3_reaclib)*Y(H1)*state.rho + 2*screened_rates(k_p_d_to_n_p_p_reaclib)*Y(H1)*state.rho;
@@ -14151,7 +10111,7 @@ void jac_nuc(const burn_t& state,
     scratch = screened_rates(k_n_Be7_to_d_Li6_reaclib)*Y(Be7)*state.rho + 2.0*screened_rates(k_n_He3_to_d_d_reaclib)*Y(He3)*state.rho + 0.5*screened_rates(k_n_He4_He4_to_d_Li7_reaclib)*amrex::Math::powi<2>(Y(He4))*amrex::Math::powi<2>(state.rho) + screened_rates(k_n_N14_to_d_C13_reaclib)*Y(N14)*state.rho + screened_rates(k_n_N15_to_d_C14_reaclib)*Y(N15)*state.rho + 0.5*screened_rates(k_n_p_p_to_p_d_reaclib)*amrex::Math::powi<2>(Y(H1))*amrex::Math::powi<2>(state.rho) + screened_rates(k_n_p_to_d_reaclib)*Y(H1)*state.rho;
     jac.set(H2, N, scratch);
 
-    scratch = 1.0*screened_rates(k_n_p_p_to_p_d_reaclib)*Y(N)*Y(H1)*amrex::Math::powi<2>(state.rho) + screened_rates(k_n_p_to_d_reaclib)*Y(N)*state.rho + screened_rates(k_p_Be9_to_d_He4_He4_reaclib)*Y(Be9)*state.rho + 0.5*screened_rates(k_p_He4_He4_to_d_Be7_reaclib)*amrex::Math::powi<2>(Y(He4))*amrex::Math::powi<2>(state.rho) + screened_rates(k_p_He4_to_d_He3_reaclib)*Y(He4)*state.rho + screened_rates(k_p_Li7_to_d_Li6_reaclib)*Y(Li7)*state.rho - screened_rates(k_p_d_to_He3_reaclib)*Y(H2)*state.rho - screened_rates(k_p_d_to_n_p_p_reaclib)*Y(H2)*state.rho + 1.0*screened_rates(k_p_p_to_d_reaclib_bet_pos)*Y(H1)*state.rho + 1.0*screened_rates(k_p_p_to_d_reaclib_electron_capture)*Y(H1)*amrex::Math::powi<2>(state.rho)*state.y_e;
+    scratch = 1.0*screened_rates(k_n_p_p_to_p_d_reaclib)*Y(N)*Y(H1)*amrex::Math::powi<2>(state.rho) + screened_rates(k_n_p_to_d_reaclib)*Y(N)*state.rho + screened_rates(k_p_Be9_to_d_He4_He4_reaclib)*Y(Be9)*state.rho + 0.5*screened_rates(k_p_He4_He4_to_d_Be7_reaclib)*amrex::Math::powi<2>(Y(He4))*amrex::Math::powi<2>(state.rho) + screened_rates(k_p_He4_to_d_He3_reaclib)*Y(He4)*state.rho + screened_rates(k_p_Li7_to_d_Li6_reaclib)*Y(Li7)*state.rho - screened_rates(k_p_d_to_He3_reaclib)*Y(H2)*state.rho - screened_rates(k_p_d_to_n_p_p_reaclib)*Y(H2)*state.rho + 1.0*screened_rates(k_p_p_to_d_reaclib_beta_pos)*Y(H1)*state.rho + 1.0*screened_rates(k_p_p_to_d_reaclib_electron_capture)*Y(H1)*amrex::Math::powi<2>(state.rho)*state.y_e;
     jac.set(H2, H1, scratch);
 
     scratch = -screened_rates(k_He4_d_to_Li6_reaclib)*Y(He4)*state.rho - screened_rates(k_d_Be7_to_p_He4_He4_reaclib)*Y(Be7)*state.rho - screened_rates(k_d_C13_to_n_N14_reaclib)*Y(C13)*state.rho - screened_rates(k_d_C14_to_n_N15_reaclib)*Y(C14)*state.rho - screened_rates(k_d_He3_to_p_He4_reaclib)*Y(He3)*state.rho - 0.5*screened_rates(k_d_He4_He4_to_p_Be9_reaclib)*amrex::Math::powi<2>(Y(He4))*amrex::Math::powi<2>(state.rho) - screened_rates(k_d_Li6_to_n_Be7_reaclib)*Y(Li6)*state.rho - screened_rates(k_d_Li6_to_p_Li7_reaclib)*Y(Li6)*state.rho - screened_rates(k_d_Li7_to_n_He4_He4_reaclib)*Y(Li7)*state.rho - 2.0*screened_rates(k_d_d_to_He4_reaclib)*Y(H2)*state.rho - 2.0*screened_rates(k_d_d_to_n_He3_reaclib)*Y(H2)*state.rho - screened_rates(k_d_to_n_p_reaclib) - screened_rates(k_p_d_to_He3_reaclib)*Y(H1)*state.rho - screened_rates(k_p_d_to_n_p_p_reaclib)*Y(H1)*state.rho;
@@ -66919,7 +62879,7 @@ void jac_nuc(const burn_t& state,
 
 
 template<class MatrixType>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void actual_jac(const burn_t& state, MatrixType& jac)
 {
 
diff --git a/networks/sn160/approximate_rates.H b/networks/sn160/approximate_rates.H
new file mode 100644
index 0000000000..14d44a7403
--- /dev/null
+++ b/networks/sn160/approximate_rates.H
@@ -0,0 +1,31 @@
+#ifndef APPROXIMATE_RATES_H
+#define APPROXIMATE_RATES_H
+
+#include <AMReX.H>
+#include <AMReX_Print.H>
+
+#include <tfactors.H>
+#include <actual_network.H>
+#include <rate_type.H>
+
+using namespace Rates;
+using namespace Species;
+
+
+
+template <int do_T_derivatives, typename T>
+AMREX_GPU_HOST_DEVICE AMREX_INLINE
+void
+fill_approx_rates([[maybe_unused]] const tf_t& tfactors,
+                  [[maybe_unused]] const amrex::Real rho,
+                  [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
+                  [[maybe_unused]] T& rate_eval)
+{
+
+    [[maybe_unused]] amrex::Real rate{};
+    [[maybe_unused]] amrex::Real drate_dT{};
+
+
+}
+
+#endif
diff --git a/networks/sn160/interp_tools.H b/networks/sn160/interp_tools.H
index 5444bb552a..bbc0d26855 100644
--- a/networks/sn160/interp_tools.H
+++ b/networks/sn160/interp_tools.H
@@ -55,7 +55,7 @@ namespace interp_net {
 
         if (x0 < x_array(left)) {
             idx = left;
-        } else if (x0 > x_array(right)) {
+        } else if (x0 >= x_array(right)) {
             idx = right - 1;
         } else {
             idx = find_index(x0, x_array);
diff --git a/networks/sn160/modified_rates.H b/networks/sn160/modified_rates.H
new file mode 100644
index 0000000000..37deb29474
--- /dev/null
+++ b/networks/sn160/modified_rates.H
@@ -0,0 +1,31 @@
+#ifndef MODIFIED_RATES_H
+#define MODIFIED_RATES_H
+
+#include <AMReX.H>
+#include <AMReX_Print.H>
+
+#include <tfactors.H>
+#include <actual_network.H>
+#include <rate_type.H>
+#include <temperature_table_rates.H>
+#include <reaclib_rates.H>
+
+namespace modified_rates {
+
+    using namespace temp_tabular;
+
+
+    template <int do_T_derivatives, typename T>
+    AMREX_GPU_HOST_DEVICE AMREX_INLINE
+    void
+    fill_rates([[maybe_unused]] const tf_t& tfactors,
+               [[maybe_unused]] T& rate_eval)
+    {
+
+        [[maybe_unused]] amrex::Real rate;
+        [[maybe_unused]] amrex::Real drate_dT;
+
+
+    }
+}
+#endif
diff --git a/networks/sn160/partition_functions.H b/networks/sn160/partition_functions.H
index fcfa95b654..17e6136af6 100644
--- a/networks/sn160/partition_functions.H
+++ b/networks/sn160/partition_functions.H
@@ -22,7 +22,7 @@ namespace part_fun {
     // interpolation routine
 
     template <typename T>
-    AMREX_GPU_HOST_DEVICE AMREX_INLINE
+    AMREX_GPU_DEVICE AMREX_INLINE
     void interpolate_pf(const amrex::Real t9, int idx,
                         const T& temp_array, const T& pf_array,
                         amrex::Real& logpf, amrex::Real& dlogpf_dT9) {
@@ -66,7 +66,7 @@ namespace part_fun {
         // Store the coefficient and derivative adjacent in memory, as they're
         // always accessed at the same time.
         amrex::Array2D<amrex::Real, 1, NumSpecTotal, 1, 2, amrex::Order::C> data;
-        AMREX_GPU_HOST_DEVICE AMREX_INLINE
+        AMREX_GPU_DEVICE AMREX_INLINE
         pf_cache_t() {
             // The entries will be default-initialized to -900,
             // log(partition_function) should never be -900.
@@ -82,7 +82,7 @@ namespace part_fun {
 // get the partition function for nucleus inuc.  Here pf_cache
 // should already contain the index into the temp / pf arrays
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function(const int inuc,
                             [[maybe_unused]] const amrex::Real T9,
                             const part_fun::pf_cache_t& pf_cache,
@@ -110,7 +110,7 @@ void get_partition_function(const int inuc,
 // index into the arrays. Uses tfactors instead of T9 as argument,
 // and returns pf and dpf_dT instead of logpf and dlogpf_dT9
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function(const int inuc,
                             [[maybe_unused]] const tf_t& tfactors,
                             amrex::Real& pf, amrex::Real& dpf_dT) {
@@ -130,7 +130,7 @@ void get_partition_function(const int inuc,
 }
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void get_partition_function_cached(const int inuc, const amrex::Real T9,
                                    part_fun::pf_cache_t& pf_cache,
                                    amrex::Real& logpf, amrex::Real& dlogpf_dT9) {
@@ -148,7 +148,7 @@ void get_partition_function_cached(const int inuc, const amrex::Real T9,
 
 
 template <int spec>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 constexpr amrex::Real get_spin_state() {
 
     static_assert(spec >= 1 && spec <= NumSpec);
@@ -275,7 +275,7 @@ constexpr amrex::Real get_spin_state() {
 
 // Legacy (non-templated) interface
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 amrex::Real get_spin_state (int spec) {
 
     amrex::Real s = -1.0_rt;
diff --git a/networks/sn160/pynucastro-info.txt b/networks/sn160/pynucastro-info.txt
index e055581de4..6256cf5f54 100644
--- a/networks/sn160/pynucastro-info.txt
+++ b/networks/sn160/pynucastro-info.txt
@@ -1 +1 @@
-pynucastro version: 2.9.0-28-gbcc09d414
+pynucastro version: 2.11.0-7-g6944c31a3
diff --git a/networks/sn160/rate_type.H b/networks/sn160/rate_type.H
new file mode 100644
index 0000000000..4819ade44e
--- /dev/null
+++ b/networks/sn160/rate_type.H
@@ -0,0 +1,25 @@
+#ifndef NET_RATE_TYPE_H
+#define NET_RATE_TYPE_H
+
+#include <actual_network.H>
+
+struct rate_t {
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  screened_rates;
+#ifdef SCREENING
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  log_screen;
+#endif
+    amrex::Real enuc_weak;
+};
+
+struct rate_derivs_t {
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  screened_rates;
+    amrex::Array1D<amrex::Real, 1, Rates::NumRates>  dscreened_rates_dT;
+#ifdef SCREENING
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  log_screen;
+    amrex::Array1D<amrex::Real, 1, Rates::NumScreenPairs>  dlog_screen_dT;
+#endif
+    amrex::Real enuc_weak;
+};
+
+
+#endif
\ No newline at end of file
diff --git a/networks/sn160/reaclib_rates.H b/networks/sn160/reaclib_rates.H
index 9de3e5cbc8..640e68ae6c 100644
--- a/networks/sn160/reaclib_rates.H
+++ b/networks/sn160/reaclib_rates.H
@@ -6,25 +6,14 @@
 
 #include <tfactors.H>
 #include <actual_network.H>
+#include <rate_type.H>
 
 using namespace Rates;
 using namespace Species;
 
-struct rate_t {
-    amrex::Array1D<amrex::Real, 1, NumRates>  screened_rates;
-    amrex::Real enuc_weak;
-};
-
-struct rate_derivs_t {
-    amrex::Array1D<amrex::Real, 1, NumRates>  screened_rates;
-    amrex::Array1D<amrex::Real, 1, NumRates>  dscreened_rates_dT;
-    amrex::Real enuc_weak;
-};
-
-
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Be7_to_Li7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Be7_to_Li7_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Be7 --> Li7
 
@@ -39,9 +28,13 @@ void rate_Be7_to_Li7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
     ln_set_rate =  -23.8328 + 3.02033 * tfactors.T913
                          + -0.0742132 * tfactors.T9 + -0.00792386 * tfactors.T953 + -0.650113 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 3.02033 * tfactors.T923i
                                   + -0.0742132 + (5.0/3.0) * -0.00792386 * tfactors.T923 + -0.650113 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -55,8 +48,8 @@ void rate_Be7_to_Li7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C14_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C14_to_N14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C14 --> N14
 
@@ -71,8 +64,12 @@ void rate_C14_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
     ln_set_rate =  -26.2827;
     amrex::ignore_unused(tfactors);
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 = 0.0;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -86,8 +83,8 @@ void rate_C14_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_N13_to_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_N13_to_C13_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N13 --> C13
 
@@ -102,8 +99,12 @@ void rate_N13_to_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
     ln_set_rate =  -6.7601;
     amrex::ignore_unused(tfactors);
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 = 0.0;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -117,8 +118,8 @@ void rate_N13_to_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O14_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O14_to_N14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O14 --> N14
 
@@ -133,8 +134,12 @@ void rate_O14_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
     ln_set_rate =  -4.62354;
     amrex::ignore_unused(tfactors);
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 = 0.0;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -148,8 +153,8 @@ void rate_O14_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O15_to_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O15_to_N15_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O15 --> N15
 
@@ -164,8 +169,12 @@ void rate_O15_to_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
     ln_set_rate =  -5.17053;
     amrex::ignore_unused(tfactors);
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 = 0.0;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -179,8 +188,8 @@ void rate_O15_to_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_F17_to_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_F17_to_O17_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F17 --> O17
 
@@ -195,8 +204,12 @@ void rate_F17_to_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
     ln_set_rate =  -4.53318;
     amrex::ignore_unused(tfactors);
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 = 0.0;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -210,8 +223,8 @@ void rate_F17_to_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_F18_to_O18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_F18_to_O18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F18 --> O18
 
@@ -226,8 +239,12 @@ void rate_F18_to_O18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
     ln_set_rate =  -9.15982;
     amrex::ignore_unused(tfactors);
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 = 0.0;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -241,8 +258,8 @@ void rate_F18_to_O18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ne18_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ne18_to_F18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne18 --> F18
 
@@ -257,8 +274,12 @@ void rate_Ne18_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Re
     ln_set_rate =  -0.879336;
     amrex::ignore_unused(tfactors);
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 = 0.0;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -272,8 +293,8 @@ void rate_Ne18_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Re
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ne19_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ne19_to_F19_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne19 --> F19
 
@@ -288,8 +309,12 @@ void rate_Ne19_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Re
     ln_set_rate =  -3.21142;
     amrex::ignore_unused(tfactors);
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 = 0.0;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -303,8 +328,8 @@ void rate_Ne19_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Re
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Zn59_to_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Zn59_to_Cu59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn59 --> Cu59
 
@@ -319,8 +344,12 @@ void rate_Zn59_to_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  1.33624;
     amrex::ignore_unused(tfactors);
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 = 0.0;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -334,8 +363,8 @@ void rate_Zn59_to_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ge63_to_Ga63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ge63_to_Ga63_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ge63 --> Ga63
 
@@ -350,8 +379,12 @@ void rate_Ge63_to_Ga63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  1.53061;
     amrex::ignore_unused(tfactors);
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 = 0.0;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -365,8 +398,8 @@ void rate_Ge63_to_Ga63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_d_to_n_p_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_d_to_n_p_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // d --> n + p
 
@@ -381,9 +414,13 @@ void rate_d_to_n_p_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real&
     ln_set_rate =  34.6293 + -25.815 * tfactors.T9i + -2.70618 * tfactors.T913
                          + 0.11718 * tfactors.T9 + -0.00312788 * tfactors.T953 + 1.96913 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  25.815 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -2.70618 * tfactors.T923i
                                   + 0.11718 + (5.0/3.0) * -0.00312788 * tfactors.T923 + 1.96913 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -398,9 +435,13 @@ void rate_d_to_n_p_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real&
     ln_set_rate =  31.1075 + -25.815 * tfactors.T9i + -0.0102082 * tfactors.T913
                          + -0.0893959 * tfactors.T9 + 0.00696704 * tfactors.T953 + 2.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  25.815 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.0102082 * tfactors.T923i
                                   + -0.0893959 + (5.0/3.0) * 0.00696704 * tfactors.T923 + 2.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -415,9 +456,13 @@ void rate_d_to_n_p_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real&
     ln_set_rate =  33.0154 + -25.815 * tfactors.T9i + -2.30472 * tfactors.T913
                          + -0.887862 * tfactors.T9 + 0.137663 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  25.815 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -2.30472 * tfactors.T923i
                                   + -0.887862 + (5.0/3.0) * 0.137663 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -431,8 +476,8 @@ void rate_d_to_n_p_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real&
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He3_to_p_d_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He3_to_p_d_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // He3 --> p + d
 
@@ -447,9 +492,13 @@ void rate_He3_to_p_d_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
     ln_set_rate =  32.4383 + -63.7435 * tfactors.T9i + -3.7208 * tfactors.T913i + 0.198654 * tfactors.T913
                          + 1.83333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  63.7435 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -3.7208 * tfactors.T943i + (1.0/3.0) * 0.198654 * tfactors.T923i
                                   + 1.83333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -464,9 +513,13 @@ void rate_He3_to_p_d_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
     ln_set_rate =  31.032 + -63.7435 * tfactors.T9i + -3.7208 * tfactors.T913i + 0.871782 * tfactors.T913
                          + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  63.7435 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -3.7208 * tfactors.T943i + (1.0/3.0) * 0.871782 * tfactors.T923i
                                   + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -480,8 +533,8 @@ void rate_He3_to_p_d_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_to_n_He3_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_to_n_He3_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // He4 --> n + He3
 
@@ -496,9 +549,13 @@ void rate_He4_to_n_He3_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  33.0131 + -238.79 * tfactors.T9i + -1.50147 * tfactors.T913
                          + 2.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  238.79 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.50147 * tfactors.T923i
                                   + 2.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -513,9 +570,13 @@ void rate_He4_to_n_He3_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  29.4845 + -238.79 * tfactors.T9i
                          + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  238.79 * tfactors.T9i * tfactors.T9i
                                   + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -529,8 +590,8 @@ void rate_He4_to_n_He3_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_to_d_d_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_to_d_d_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // He4 --> d + d
 
@@ -545,9 +606,13 @@ void rate_He4_to_d_d_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
     ln_set_rate =  28.2984 + -276.744 * tfactors.T9i + -4.26166 * tfactors.T913i + -0.119233 * tfactors.T913
                          + 0.778829 * tfactors.T9 + -0.0925203 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  276.744 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -4.26166 * tfactors.T943i + (1.0/3.0) * -0.119233 * tfactors.T923i
                                   + 0.778829 + (5.0/3.0) * -0.0925203 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -561,8 +626,8 @@ void rate_He4_to_d_d_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Li6_to_He4_d_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Li6_to_He4_d_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Li6 --> He4 + d
 
@@ -576,8 +641,12 @@ void rate_Li6_to_He4_d_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // tu19r
     ln_set_rate =  27.5672 + -24.9919 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  24.9919 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -592,9 +661,13 @@ void rate_Li6_to_He4_d_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  22.7676 + -17.1028 * tfactors.T9i + -7.55198 * tfactors.T913i + 5.77546 * tfactors.T913
                          + -0.487854 * tfactors.T9 + 0.032833 * tfactors.T953 + 0.376948 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  17.1028 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -7.55198 * tfactors.T943i + (1.0/3.0) * 5.77546 * tfactors.T923i
                                   + -0.487854 + (5.0/3.0) * 0.032833 * tfactors.T923 + 0.376948 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -608,8 +681,8 @@ void rate_Li6_to_He4_d_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Li7_to_n_Li6_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Li7_to_n_Li6_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Li7 --> n + Li6
 
@@ -624,9 +697,13 @@ void rate_Li7_to_n_Li6_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  32.2347 + -84.1369 * tfactors.T9i
                          + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  84.1369 * tfactors.T9i * tfactors.T9i
                                   + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -640,8 +717,8 @@ void rate_Li7_to_n_Li6_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Be7_to_p_Li6_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Be7_to_p_Li6_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Be7 --> p + Li6
 
@@ -656,9 +733,13 @@ void rate_Be7_to_p_Li6_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  37.4661 + -65.0548 * tfactors.T9i + -8.4372 * tfactors.T913i + -0.515473 * tfactors.T913
                          + 0.0285578 * tfactors.T9 + 0.00879731 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  65.0548 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -8.4372 * tfactors.T943i + (1.0/3.0) * -0.515473 * tfactors.T923i
                                   + 0.0285578 + (5.0/3.0) * 0.00879731 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -672,8 +753,8 @@ void rate_Be7_to_p_Li6_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Be7_to_He4_He3_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Be7_to_He4_He3_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Be7 --> He4 + He3
 
@@ -688,9 +769,13 @@ void rate_Be7_to_He4_He3_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  38.7379 + -18.4059 * tfactors.T9i + -12.8271 * tfactors.T913i + -0.0308225 * tfactors.T913
                          + -0.654685 * tfactors.T9 + 0.0896331 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  18.4059 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -12.8271 * tfactors.T943i + (1.0/3.0) * -0.0308225 * tfactors.T923i
                                   + -0.654685 + (5.0/3.0) * 0.0896331 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -705,9 +790,13 @@ void rate_Be7_to_He4_He3_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  40.8355 + -18.4059 * tfactors.T9i + -12.8271 * tfactors.T913i + -3.8126 * tfactors.T913
                          + 0.0942285 * tfactors.T9 + -0.00301018 * tfactors.T953 + 2.83333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  18.4059 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -12.8271 * tfactors.T943i + (1.0/3.0) * -3.8126 * tfactors.T923i
                                   + 0.0942285 + (5.0/3.0) * -0.00301018 * tfactors.T923 + 2.83333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -721,8 +810,8 @@ void rate_Be7_to_He4_He3_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_B8_to_p_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_B8_to_p_Be7_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // B8 --> p + Be7
 
@@ -736,8 +825,12 @@ void rate_B8_to_p_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Re
     // nacrr
     ln_set_rate =  31.0163 + -8.93482 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  8.93482 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -752,9 +845,13 @@ void rate_B8_to_p_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Re
     ln_set_rate =  35.8138 + -1.58982 * tfactors.T9i + -10.264 * tfactors.T913i + -0.203472 * tfactors.T913
                          + 0.121083 * tfactors.T9 + -0.00700063 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.58982 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -10.264 * tfactors.T943i + (1.0/3.0) * -0.203472 * tfactors.T923i
                                   + 0.121083 + (5.0/3.0) * -0.00700063 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -768,8 +865,8 @@ void rate_B8_to_p_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Re
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_B8_to_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_B8_to_He4_He4_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // B8 --> He4 + He4
 
@@ -784,8 +881,12 @@ void rate_B8_to_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -0.105148;
     amrex::ignore_unused(tfactors);
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 = 0.0;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -799,8 +900,8 @@ void rate_B8_to_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_B10_to_p_Be9_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_B10_to_p_Be9_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // B10 --> p + Be9
 
@@ -814,8 +915,12 @@ void rate_B10_to_p_Be9_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // nacrr
     ln_set_rate =  37.9538 + -87.9663 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  87.9663 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -829,8 +934,12 @@ void rate_B10_to_p_Be9_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // nacrr
     ln_set_rate =  30.6751 + -79.0223 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  79.0223 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -845,9 +954,13 @@ void rate_B10_to_p_Be9_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  39.2789 + -76.4272 * tfactors.T9i + -10.361 * tfactors.T913i + 0.695179 * tfactors.T913
                          + 0.342365 * tfactors.T9 + -0.356569 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  76.4272 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -10.361 * tfactors.T943i + (1.0/3.0) * 0.695179 * tfactors.T923i
                                   + 0.342365 + (5.0/3.0) * -0.356569 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -861,8 +974,8 @@ void rate_B10_to_p_Be9_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_B10_to_He4_Li6_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_B10_to_He4_Li6_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // B10 --> He4 + Li6
 
@@ -877,9 +990,13 @@ void rate_B10_to_He4_Li6_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  38.6952 + -51.7561 * tfactors.T9i + -18.79 * tfactors.T913i + 0.234225 * tfactors.T913
                          + 3.23344 * tfactors.T9 + -1.14529 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  51.7561 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -18.79 * tfactors.T943i + (1.0/3.0) * 0.234225 * tfactors.T923i
                                   + 3.23344 + (5.0/3.0) * -1.14529 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -894,9 +1011,13 @@ void rate_B10_to_He4_Li6_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  24.5212 + -55.4692 * tfactors.T9i + 3.33334 * tfactors.T913i + 3.25335 * tfactors.T913
                          + 0.374434 * tfactors.T9 + -0.0706244 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  55.4692 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 3.33334 * tfactors.T943i + (1.0/3.0) * 3.25335 * tfactors.T923i
                                   + 0.374434 + (5.0/3.0) * -0.0706244 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -910,8 +1031,8 @@ void rate_B10_to_He4_Li6_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_B11_to_n_B10_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_B11_to_n_B10_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // B11 --> n + B10
 
@@ -926,9 +1047,13 @@ void rate_B11_to_n_B10_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  35.2227 + -132.928 * tfactors.T9i + 2.65756e-10 * tfactors.T913i + -9.63588e-10 * tfactors.T913
                          + 1.07466e-10 * tfactors.T9 + -9.87569e-12 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  132.928 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 2.65756e-10 * tfactors.T943i + (1.0/3.0) * -9.63588e-10 * tfactors.T923i
                                   + 1.07466e-10 + (5.0/3.0) * -9.87569e-12 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -942,8 +1067,8 @@ void rate_B11_to_n_B10_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_B11_to_He4_Li7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_B11_to_He4_Li7_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // B11 --> He4 + Li7
 
@@ -958,9 +1083,13 @@ void rate_B11_to_He4_Li7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  42.8425 + -100.541 * tfactors.T9i + -19.163 * tfactors.T913i + 0.0587651 * tfactors.T913
                          + 0.773338 * tfactors.T9 + -0.201519 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  100.541 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -19.163 * tfactors.T943i + (1.0/3.0) * 0.0587651 * tfactors.T923i
                                   + 0.773338 + (5.0/3.0) * -0.201519 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -975,9 +1104,13 @@ void rate_B11_to_He4_Li7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  35.1078 + -106.983 * tfactors.T9i
                          + 0.190698 * tfactors.T9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  106.983 * tfactors.T9i * tfactors.T9i
                                   + 0.190698;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -991,8 +1124,12 @@ void rate_B11_to_He4_Li7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     // nacrr
     ln_set_rate =  30.2249 + -103.501 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  103.501 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1006,8 +1143,8 @@ void rate_B11_to_He4_Li7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_to_p_B11_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_to_p_B11_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 --> p + B11
 
@@ -1022,9 +1159,13 @@ void rate_C12_to_p_B11_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  43.578 + -185.173 * tfactors.T9i + -12.095 * tfactors.T913i + -1.95046 * tfactors.T913
                          + 9.56928 * tfactors.T9 + -10.0637 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  185.173 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -12.095 * tfactors.T943i + (1.0/3.0) * -1.95046 * tfactors.T923i
                                   + 9.56928 + (5.0/3.0) * -10.0637 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1038,8 +1179,12 @@ void rate_C12_to_p_B11_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // nw00r
     ln_set_rate =  33.6351 + -186.885 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  186.885 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1054,9 +1199,13 @@ void rate_C12_to_p_B11_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  50.5262 + -185.173 * tfactors.T9i + -12.095 * tfactors.T913i + -6.68421 * tfactors.T913
                          + -0.0148736 * tfactors.T9 + 0.0364288 * tfactors.T953 + 2.83333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  185.173 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -12.095 * tfactors.T943i + (1.0/3.0) * -6.68421 * tfactors.T923i
                                   + -0.0148736 + (5.0/3.0) * 0.0364288 * tfactors.T923 + 2.83333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1070,8 +1219,8 @@ void rate_C12_to_p_B11_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C13_to_n_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C13_to_n_C12_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C13 --> n + C12
 
@@ -1086,9 +1235,13 @@ void rate_C13_to_n_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  30.8808 + -57.4077 * tfactors.T9i + 1.49573 * tfactors.T913i + -0.841102 * tfactors.T913
                          + 0.0340543 * tfactors.T9 + -0.0026392 * tfactors.T953 + 3.1662 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  57.4077 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 1.49573 * tfactors.T943i + (1.0/3.0) * -0.841102 * tfactors.T923i
                                   + 0.0340543 + (5.0/3.0) * -0.0026392 * tfactors.T923 + 3.1662 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1102,8 +1255,8 @@ void rate_C13_to_n_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C14_to_n_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C14_to_n_C13_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C14 --> n + C13
 
@@ -1118,9 +1271,13 @@ void rate_C14_to_n_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  59.5926 + -95.0156 * tfactors.T9i + 18.3578 * tfactors.T913i + -46.5786 * tfactors.T913
                          + 2.58472 * tfactors.T9 + -0.118622 * tfactors.T953 + 21.4142 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  95.0156 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 18.3578 * tfactors.T943i + (1.0/3.0) * -46.5786 * tfactors.T923i
                                   + 2.58472 + (5.0/3.0) * -0.118622 * tfactors.T923 + 21.4142 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1134,8 +1291,8 @@ void rate_C14_to_n_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_N13_to_p_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_N13_to_p_C12_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N13 --> p + C12
 
@@ -1150,9 +1307,13 @@ void rate_N13_to_p_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  40.4354 + -26.326 * tfactors.T9i + -5.10735 * tfactors.T913i + -2.24111 * tfactors.T913
                          + 0.148883 * tfactors.T9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  26.326 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -5.10735 * tfactors.T943i + (1.0/3.0) * -2.24111 * tfactors.T923i
                                   + 0.148883;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1167,9 +1328,13 @@ void rate_N13_to_p_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  40.0408 + -22.5475 * tfactors.T9i + -13.692 * tfactors.T913i + -0.230881 * tfactors.T913
                          + 4.44362 * tfactors.T9 + -3.15898 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  22.5475 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -13.692 * tfactors.T943i + (1.0/3.0) * -0.230881 * tfactors.T923i
                                   + 4.44362 + (5.0/3.0) * -3.15898 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1183,8 +1348,8 @@ void rate_N13_to_p_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_N14_to_n_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_N14_to_n_N13_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N14 --> n + N13
 
@@ -1199,9 +1364,13 @@ void rate_N14_to_n_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  19.5584 + -125.474 * tfactors.T9i + 9.44873e-10 * tfactors.T913i + -2.33713e-09 * tfactors.T913
                          + 1.97507e-10 * tfactors.T9 + -1.49747e-11 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  125.474 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 9.44873e-10 * tfactors.T943i + (1.0/3.0) * -2.33713e-09 * tfactors.T923i
                                   + 1.97507e-10 + (5.0/3.0) * -1.49747e-11 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1216,9 +1385,13 @@ void rate_N14_to_n_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  37.1268 + -122.484 * tfactors.T9i + 1.72241e-10 * tfactors.T913i + -5.62522e-10 * tfactors.T913
                          + 5.59212e-11 * tfactors.T9 + -4.6549e-12 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  122.484 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 1.72241e-10 * tfactors.T943i + (1.0/3.0) * -5.62522e-10 * tfactors.T923i
                                   + 5.59212e-11 + (5.0/3.0) * -4.6549e-12 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1232,8 +1405,8 @@ void rate_N14_to_n_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_N14_to_p_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_N14_to_p_C13_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N14 --> p + C13
 
@@ -1248,9 +1421,13 @@ void rate_N14_to_p_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  37.1528 + -93.4071 * tfactors.T9i + -0.196703 * tfactors.T913
                          + 0.142126 * tfactors.T9 + -0.0238912 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  93.4071 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.196703 * tfactors.T923i
                                   + 0.142126 + (5.0/3.0) * -0.0238912 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1264,8 +1441,12 @@ void rate_N14_to_p_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // nacrr
     ln_set_rate =  38.3716 + -101.18 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  101.18 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1280,9 +1461,13 @@ void rate_N14_to_p_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  41.7046 + -87.6256 * tfactors.T9i + -13.72 * tfactors.T913i + -0.450018 * tfactors.T913
                          + 3.70823 * tfactors.T9 + -1.70545 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  87.6256 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -13.72 * tfactors.T943i + (1.0/3.0) * -0.450018 * tfactors.T923i
                                   + 3.70823 + (5.0/3.0) * -1.70545 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1296,8 +1481,8 @@ void rate_N14_to_p_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_N15_to_n_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_N15_to_n_N14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N15 --> n + N14
 
@@ -1312,9 +1497,13 @@ void rate_N15_to_n_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  34.1728 + -125.726 * tfactors.T9i + 1.396 * tfactors.T913i + -3.47552 * tfactors.T913
                          + 0.351773 * tfactors.T9 + -0.0229344 * tfactors.T953 + 2.52161 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  125.726 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 1.396 * tfactors.T943i + (1.0/3.0) * -3.47552 * tfactors.T923i
                                   + 0.351773 + (5.0/3.0) * -0.0229344 * tfactors.T923 + 2.52161 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1328,8 +1517,8 @@ void rate_N15_to_n_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_N15_to_p_C14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_N15_to_p_C14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N15 --> p + C14
 
@@ -1344,9 +1533,13 @@ void rate_N15_to_p_C14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  40.0115 + -119.975 * tfactors.T9i + -10.658 * tfactors.T913i + 1.73644 * tfactors.T913
                          + -0.350498 * tfactors.T9 + 0.0279902 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  119.975 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -10.658 * tfactors.T943i + (1.0/3.0) * 1.73644 * tfactors.T923i
                                   + -0.350498 + (5.0/3.0) * 0.0279902 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1361,9 +1554,13 @@ void rate_N15_to_p_C14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  43.0281 + -118.452 * tfactors.T9i + -13.9619 * tfactors.T913i + -4.34315 * tfactors.T913
                          + 6.64922 * tfactors.T9 + -3.22592 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  118.452 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -13.9619 * tfactors.T943i + (1.0/3.0) * -4.34315 * tfactors.T923i
                                   + 6.64922 + (5.0/3.0) * -3.22592 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1377,8 +1574,8 @@ void rate_N15_to_p_C14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O14_to_p_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O14_to_p_N13_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O14 --> p + N13
 
@@ -1392,8 +1589,12 @@ void rate_O14_to_p_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // lg06r
     ln_set_rate =  35.2849 + -59.8313 * tfactors.T9i + 1.57122 * tfactors.T913i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  59.8313 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 1.57122 * tfactors.T943i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1408,9 +1609,13 @@ void rate_O14_to_p_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  42.4234 + -53.7053 * tfactors.T9i + -15.1676 * tfactors.T913i + 0.0955166 * tfactors.T913
                          + 3.0659 * tfactors.T9 + -0.507339 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  53.7053 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -15.1676 * tfactors.T943i + (1.0/3.0) * 0.0955166 * tfactors.T923i
                                   + 3.0659 + (5.0/3.0) * -0.507339 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1424,8 +1629,8 @@ void rate_O14_to_p_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O15_to_n_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O15_to_n_O14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O15 --> n + O14
 
@@ -1440,9 +1645,13 @@ void rate_O15_to_n_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  32.7811 + -153.419 * tfactors.T9i + -1.38986 * tfactors.T913i + 1.74662 * tfactors.T913
                          + -0.0276897 * tfactors.T9 + 0.00321014 * tfactors.T953 + 0.438778 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  153.419 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -1.38986 * tfactors.T943i + (1.0/3.0) * 1.74662 * tfactors.T923i
                                   + -0.0276897 + (5.0/3.0) * 0.00321014 * tfactors.T923 + 0.438778 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1456,8 +1665,8 @@ void rate_O15_to_n_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O15_to_p_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O15_to_p_N14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O15 --> p + N14
 
@@ -1472,9 +1681,13 @@ void rate_O15_to_p_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  30.7435 + -89.5667 * tfactors.T9i
                          + 1.5682 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  89.5667 * tfactors.T9i * tfactors.T9i
                                   + 1.5682 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1488,8 +1701,12 @@ void rate_O15_to_p_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // im05r
     ln_set_rate =  31.6622 + -87.6737 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  87.6737 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1504,9 +1721,13 @@ void rate_O15_to_p_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  44.1246 + -84.6757 * tfactors.T9i + -15.193 * tfactors.T913i + -4.63975 * tfactors.T913
                          + 9.73458 * tfactors.T9 + -9.55051 * tfactors.T953 + 1.83333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  84.6757 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -15.193 * tfactors.T943i + (1.0/3.0) * -4.63975 * tfactors.T923i
                                   + 9.73458 + (5.0/3.0) * -9.55051 * tfactors.T923 + 1.83333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1521,9 +1742,13 @@ void rate_O15_to_p_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  41.0177 + -84.6757 * tfactors.T9i + -15.193 * tfactors.T913i + -0.161954 * tfactors.T913
                          + -7.52123 * tfactors.T9 + -0.987565 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  84.6757 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -15.193 * tfactors.T943i + (1.0/3.0) * -0.161954 * tfactors.T923i
                                   + -7.52123 + (5.0/3.0) * -0.987565 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1537,8 +1762,8 @@ void rate_O15_to_p_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_to_n_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O16_to_n_O15_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 --> n + O15
 
@@ -1553,9 +1778,13 @@ void rate_O16_to_n_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  32.3869 + -181.759 * tfactors.T9i + -1.11761 * tfactors.T913i + 1.0167 * tfactors.T913
                          + 0.0449976 * tfactors.T9 + -0.00204682 * tfactors.T953 + 0.710783 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  181.759 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -1.11761 * tfactors.T943i + (1.0/3.0) * 1.0167 * tfactors.T923i
                                   + 0.0449976 + (5.0/3.0) * -0.00204682 * tfactors.T923 + 0.710783 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1569,8 +1798,8 @@ void rate_O16_to_n_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_to_p_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O16_to_p_N15_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 --> p + N15
 
@@ -1585,9 +1814,13 @@ void rate_O16_to_p_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  38.8465 + -150.962 * tfactors.T9i
                          + 0.0459037 * tfactors.T9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  150.962 * tfactors.T9i * tfactors.T9i
                                   + 0.0459037;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1601,8 +1834,12 @@ void rate_O16_to_p_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // li10r
     ln_set_rate =  30.8927 + -143.656 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  143.656 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1617,9 +1854,13 @@ void rate_O16_to_p_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  44.3197 + -140.732 * tfactors.T9i + -15.24 * tfactors.T913i + 0.334926 * tfactors.T913
                          + 4.59088 * tfactors.T9 + -4.78468 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  140.732 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -15.24 * tfactors.T943i + (1.0/3.0) * 0.334926 * tfactors.T923i
                                   + 4.59088 + (5.0/3.0) * -4.78468 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1633,8 +1874,8 @@ void rate_O16_to_p_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O16_to_He4_C12_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 --> He4 + C12
 
@@ -1649,9 +1890,13 @@ void rate_O16_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  94.3131 + -84.503 * tfactors.T9i + 58.9128 * tfactors.T913i + -148.273 * tfactors.T913
                          + 9.08324 * tfactors.T9 + -0.541041 * tfactors.T953 + 71.8554 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  84.503 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 58.9128 * tfactors.T943i + (1.0/3.0) * -148.273 * tfactors.T923i
                                   + 9.08324 + (5.0/3.0) * -0.541041 * tfactors.T923 + 71.8554 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1666,9 +1911,13 @@ void rate_O16_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  279.295 + -84.9515 * tfactors.T9i + 103.411 * tfactors.T913i + -420.567 * tfactors.T913
                          + 64.0874 * tfactors.T9 + -12.4624 * tfactors.T953 + 138.803 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  84.9515 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 103.411 * tfactors.T943i + (1.0/3.0) * -420.567 * tfactors.T923i
                                   + 64.0874 + (5.0/3.0) * -12.4624 * tfactors.T923 + 138.803 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1682,8 +1931,8 @@ void rate_O16_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O17_to_n_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O17_to_n_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O17 --> n + O16
 
@@ -1698,9 +1947,13 @@ void rate_O17_to_n_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  29.0385 + -48.0574 * tfactors.T9i + -2.11246 * tfactors.T913i + 4.87742 * tfactors.T913
                          + -0.314426 * tfactors.T9 + 0.0169515 * tfactors.T953 + 0.515216 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  48.0574 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -2.11246 * tfactors.T943i + (1.0/3.0) * 4.87742 * tfactors.T923i
                                   + -0.314426 + (5.0/3.0) * 0.0169515 * tfactors.T923 + 0.515216 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1714,8 +1967,8 @@ void rate_O17_to_n_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O18_to_n_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O18_to_n_O17_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O18 --> n + O17
 
@@ -1730,9 +1983,13 @@ void rate_O18_to_n_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  29.682 + -93.3549 * tfactors.T9i + 7.48144e-11 * tfactors.T913i + -2.47239e-10 * tfactors.T913
                          + 2.48052e-11 * tfactors.T9 + -2.07736e-12 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  93.3549 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 7.48144e-11 * tfactors.T943i + (1.0/3.0) * -2.47239e-10 * tfactors.T923i
                                   + 2.48052e-11 + (5.0/3.0) * -2.07736e-12 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1747,9 +2004,13 @@ void rate_O18_to_n_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  45.5915 + -95.4845 * tfactors.T9i + 16.8052 * tfactors.T913i + -30.138 * tfactors.T913
                          + 1.14711 * tfactors.T9 + -0.0220312 * tfactors.T953 + 15.2452 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  95.4845 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 16.8052 * tfactors.T943i + (1.0/3.0) * -30.138 * tfactors.T923i
                                   + 1.14711 + (5.0/3.0) * -0.0220312 * tfactors.T923 + 15.2452 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1763,8 +2024,8 @@ void rate_O18_to_n_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O18_to_He4_C14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O18_to_He4_C14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O18 --> He4 + C14
 
@@ -1779,9 +2040,13 @@ void rate_O18_to_He4_C14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.546 + -82.6514 * tfactors.T9i + -3.83188 * tfactors.T913
                          + 1.64358 * tfactors.T9 + -0.177785 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  82.6514 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -3.83188 * tfactors.T923i
                                   + 1.64358 + (5.0/3.0) * -0.177785 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1795,8 +2060,12 @@ void rate_O18_to_He4_C14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     // il10r
     ln_set_rate =  0.910093 + -74.3219 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  74.3219 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1811,9 +2080,13 @@ void rate_O18_to_He4_C14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  43.2028 + -72.2531 * tfactors.T9i + -31.7222 * tfactors.T913i + 11.3923 * tfactors.T913
                          + -9.92249 * tfactors.T9 + -2.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  72.2531 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -31.7222 * tfactors.T943i + (1.0/3.0) * 11.3923 * tfactors.T923i
                                   + -9.92249 + (5.0/3.0) * -2.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1827,8 +2100,8 @@ void rate_O18_to_He4_C14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_F17_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_F17_to_p_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F17 --> p + O16
 
@@ -1843,9 +2116,13 @@ void rate_F17_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  40.9135 + -6.96583 * tfactors.T9i + -16.696 * tfactors.T913i + -1.16252 * tfactors.T913
                          + 0.267703 * tfactors.T9 + -0.0338411 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.96583 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -16.696 * tfactors.T943i + (1.0/3.0) * -1.16252 * tfactors.T923i
                                   + 0.267703 + (5.0/3.0) * -0.0338411 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1859,8 +2136,8 @@ void rate_F17_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_F18_to_n_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_F18_to_n_F17_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F18 --> n + F17
 
@@ -1875,9 +2152,13 @@ void rate_F18_to_n_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  27.7411 + -106.154 * tfactors.T9i + -2.71353 * tfactors.T913i + 6.19871 * tfactors.T913
                          + -0.26836 * tfactors.T9 + 0.0115489 * tfactors.T953 + -1.02002 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  106.154 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -2.71353 * tfactors.T943i + (1.0/3.0) * 6.19871 * tfactors.T923i
                                   + -0.26836 + (5.0/3.0) * 0.0115489 * tfactors.T923 + -1.02002 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1891,8 +2172,8 @@ void rate_F18_to_n_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_F18_to_p_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_F18_to_p_O17_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F18 --> p + O17
 
@@ -1907,9 +2188,13 @@ void rate_F18_to_p_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  33.7037 + -71.2889 * tfactors.T9i + 2.31435 * tfactors.T913
                          + -0.302835 * tfactors.T9 + 0.020133 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  71.2889 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 2.31435 * tfactors.T923i
                                   + -0.302835 + (5.0/3.0) * 0.020133 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1923,8 +2208,12 @@ void rate_F18_to_p_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // il10r
     ln_set_rate =  11.2362 + -65.8069 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  65.8069 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1939,9 +2228,13 @@ void rate_F18_to_p_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  40.2061 + -65.0606 * tfactors.T9i + -16.4035 * tfactors.T913i + 4.31885 * tfactors.T913
                          + -0.709921 * tfactors.T9 + -2.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  65.0606 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -16.4035 * tfactors.T943i + (1.0/3.0) * 4.31885 * tfactors.T923i
                                   + -0.709921 + (5.0/3.0) * -2.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1955,8 +2248,8 @@ void rate_F18_to_p_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_F18_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_F18_to_He4_N14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F18 --> He4 + N14
 
@@ -1970,8 +2263,12 @@ void rate_F18_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     // il10r
     ln_set_rate =  38.6146 + -62.1948 * tfactors.T9i + -5.6227 * tfactors.T913i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  62.1948 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -5.6227 * tfactors.T943i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -1985,8 +2282,12 @@ void rate_F18_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     // il10r
     ln_set_rate =  24.9119 + -56.3896 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  56.3896 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2001,9 +2302,13 @@ void rate_F18_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  46.249 + -51.2292 * tfactors.T9i + -36.2504 * tfactors.T913i
                          + -5.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  51.2292 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -36.2504 * tfactors.T943i
                                   + (5.0/3.0) * -5.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2017,8 +2322,8 @@ void rate_F18_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_F19_to_n_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_F19_to_n_F18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F19 --> n + F18
 
@@ -2033,9 +2338,13 @@ void rate_F19_to_n_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  24.8451 + -120.998 * tfactors.T9i + -6.65988 * tfactors.T913i + 18.3243 * tfactors.T913
                          + -1.47263 * tfactors.T9 + 0.0955082 * tfactors.T953 + -5.25505 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  120.998 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -6.65988 * tfactors.T943i + (1.0/3.0) * 18.3243 * tfactors.T923i
                                   + -1.47263 + (5.0/3.0) * 0.0955082 * tfactors.T923 + -5.25505 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2049,8 +2358,8 @@ void rate_F19_to_n_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_F19_to_p_O18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_F19_to_p_O18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F19 --> p + O18
 
@@ -2065,9 +2374,13 @@ void rate_F19_to_p_O18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  30.2003 + -99.501 * tfactors.T9i + 3.99059 * tfactors.T913
                          + -0.593127 * tfactors.T9 + 0.0877534 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  99.501 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 3.99059 * tfactors.T923i
                                   + -0.593127 + (5.0/3.0) * 0.0877534 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2081,8 +2394,12 @@ void rate_F19_to_p_O18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // il10r
     ln_set_rate =  28.008 + -94.4325 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  94.4325 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2096,8 +2413,12 @@ void rate_F19_to_p_O18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // il10r
     ln_set_rate =  -12.0764 + -93.0204 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  93.0204 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2112,9 +2433,13 @@ void rate_F19_to_p_O18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  42.8485 + -92.7757 * tfactors.T9i + -16.7246 * tfactors.T913i
                          + -3.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  92.7757 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -16.7246 * tfactors.T943i
                                   + (5.0/3.0) * -3.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2128,8 +2453,8 @@ void rate_F19_to_p_O18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_F19_to_He4_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_F19_to_He4_N15_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F19 --> He4 + N15
 
@@ -2144,9 +2469,13 @@ void rate_F19_to_He4_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -4.06142 + -50.7773 * tfactors.T9i + 35.4292 * tfactors.T913
                          + -5.5767 * tfactors.T9 + 0.441293 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  50.7773 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 35.4292 * tfactors.T923i
                                   + -5.5767 + (5.0/3.0) * 0.441293 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2160,8 +2489,12 @@ void rate_F19_to_He4_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     // il10r
     ln_set_rate =  28.2717 + -53.5621 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  53.5621 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2175,8 +2508,12 @@ void rate_F19_to_He4_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     // il10r
     ln_set_rate =  15.3186 + -50.7554 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  50.7554 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2191,9 +2528,13 @@ void rate_F19_to_He4_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  50.1291 + -46.5774 * tfactors.T9i + -36.2324 * tfactors.T913i
                          + -2.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  46.5774 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -36.2324 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2207,8 +2548,8 @@ void rate_F19_to_He4_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ne18_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ne18_to_p_F17_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne18 --> p + F17
 
@@ -2223,9 +2564,13 @@ void rate_Ne18_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  52.9895 + -50.492 * tfactors.T9i + -21.3249 * tfactors.T913i + -0.230774 * tfactors.T913
                          + 0.917931 * tfactors.T9 + -0.0440377 * tfactors.T953 + -5.86014 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  50.492 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -21.3249 * tfactors.T943i + (1.0/3.0) * -0.230774 * tfactors.T923i
                                   + 0.917931 + (5.0/3.0) * -0.0440377 * tfactors.T923 + -5.86014 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2240,9 +2585,13 @@ void rate_Ne18_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  17.5646 + -45.5647 * tfactors.T9i + -14.2191 * tfactors.T913i + 34.0647 * tfactors.T913
                          + -16.5698 * tfactors.T9 + 2.48116 * tfactors.T953 + -0.63376 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  45.5647 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -14.2191 * tfactors.T943i + (1.0/3.0) * 34.0647 * tfactors.T923i
                                   + -16.5698 + (5.0/3.0) * 2.48116 * tfactors.T923 + -0.63376 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2256,8 +2605,8 @@ void rate_Ne18_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ne18_to_He4_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ne18_to_He4_O14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne18 --> He4 + O14
 
@@ -2272,9 +2621,13 @@ void rate_Ne18_to_He4_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  20.0156 + -71.5044 * tfactors.T9i
                          + 6.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  71.5044 * tfactors.T9i * tfactors.T9i
                                   + 6.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2288,8 +2641,12 @@ void rate_Ne18_to_He4_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     // wh87r
     ln_set_rate =  28.2415 + -81.9554 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  81.9554 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2303,8 +2660,12 @@ void rate_Ne18_to_He4_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     // wh87r
     ln_set_rate =  22.5609 + -71.0754 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  71.0754 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2319,9 +2680,13 @@ void rate_Ne18_to_He4_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  51.158 + -59.3454 * tfactors.T9i + -39.38 * tfactors.T913i + -0.0772187 * tfactors.T913
                          + -0.635361 * tfactors.T9 + 0.106236 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  59.3454 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.38 * tfactors.T943i + (1.0/3.0) * -0.0772187 * tfactors.T923i
                                   + -0.635361 + (5.0/3.0) * 0.106236 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2335,8 +2700,8 @@ void rate_Ne18_to_He4_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ne19_to_n_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ne19_to_n_Ne18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne19 --> n + Ne18
 
@@ -2351,9 +2716,13 @@ void rate_Ne19_to_n_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  32.1805 + -135.042 * tfactors.T9i + 0.937162 * tfactors.T913
                          + -0.0221952 * tfactors.T9 + -0.00101206 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  135.042 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 0.937162 * tfactors.T923i
                                   + -0.0221952 + (5.0/3.0) * -0.00101206 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2367,8 +2736,8 @@ void rate_Ne19_to_n_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ne19_to_p_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ne19_to_p_F18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne19 --> p + F18
 
@@ -2383,9 +2752,13 @@ void rate_Ne19_to_p_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  81.4385 + -74.3988 * tfactors.T9i + -21.4023 * tfactors.T913i + -93.766 * tfactors.T913
                          + 179.258 * tfactors.T9 + -202.561 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  74.3988 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -21.4023 * tfactors.T943i + (1.0/3.0) * -93.766 * tfactors.T923i
                                   + 179.258 + (5.0/3.0) * -202.561 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2400,9 +2773,13 @@ void rate_Ne19_to_p_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  18.1729 + -77.2902 * tfactors.T9i + 13.1683 * tfactors.T913
                          + -1.92023 * tfactors.T9 + 0.16901 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  77.2902 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 13.1683 * tfactors.T923i
                                   + -1.92023 + (5.0/3.0) * 0.16901 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2417,9 +2794,13 @@ void rate_Ne19_to_p_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -5.41887 + -74.7977 * tfactors.T9i + 22.4903 * tfactors.T913
                          + 0.307872 * tfactors.T9 + -0.296226 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  74.7977 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 22.4903 * tfactors.T923i
                                   + 0.307872 + (5.0/3.0) * -0.296226 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2433,8 +2814,8 @@ void rate_Ne19_to_p_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ne19_to_He4_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ne19_to_He4_O15_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne19 --> He4 + O15
 
@@ -2449,9 +2830,13 @@ void rate_Ne19_to_He4_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -7.51212 + -45.1578 * tfactors.T9i + -3.24609 * tfactors.T913i + 44.4647 * tfactors.T913
                          + -9.79962 * tfactors.T9 + 0.841782 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  45.1578 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -3.24609 * tfactors.T943i + (1.0/3.0) * 44.4647 * tfactors.T923i
                                   + -9.79962 + (5.0/3.0) * 0.841782 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2465,8 +2850,12 @@ void rate_Ne19_to_He4_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     // dc11r
     ln_set_rate =  24.6922 + -46.8378 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  46.8378 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2481,9 +2870,13 @@ void rate_Ne19_to_He4_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  51.0289 + -40.9534 * tfactors.T9i + -39.578 * tfactors.T913i
                          + -3.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  40.9534 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.578 * tfactors.T943i
                                   + (5.0/3.0) * -3.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2497,8 +2890,8 @@ void rate_Ne19_to_He4_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ne20_to_n_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ne20_to_n_Ne19_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne20 --> n + Ne19
 
@@ -2513,9 +2906,13 @@ void rate_Ne20_to_n_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  30.7283 + -195.706 * tfactors.T9i + 1.57592 * tfactors.T913
                          + -0.11175 * tfactors.T9 + 0.00226473 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  195.706 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 1.57592 * tfactors.T923i
                                   + -0.11175 + (5.0/3.0) * 0.00226473 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2529,8 +2926,8 @@ void rate_Ne20_to_n_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ne20_to_p_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ne20_to_p_F19_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne20 --> p + F19
 
@@ -2545,9 +2942,13 @@ void rate_Ne20_to_p_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  18.691 + -156.781 * tfactors.T9i + 31.6442 * tfactors.T913i + -58.6563 * tfactors.T913
                          + 67.7365 * tfactors.T9 + -22.9721 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  156.781 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 31.6442 * tfactors.T943i + (1.0/3.0) * -58.6563 * tfactors.T923i
                                   + 67.7365 + (5.0/3.0) * -22.9721 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2562,9 +2963,13 @@ void rate_Ne20_to_p_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  36.7036 + -150.75 * tfactors.T9i + -11.3832 * tfactors.T913i + 5.47872 * tfactors.T913
                          + -1.07203 * tfactors.T9 + 0.11196 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  150.75 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -11.3832 * tfactors.T943i + (1.0/3.0) * 5.47872 * tfactors.T923i
                                   + -1.07203 + (5.0/3.0) * 0.11196 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2579,9 +2984,13 @@ void rate_Ne20_to_p_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  42.6027 + -149.037 * tfactors.T9i + -18.116 * tfactors.T913i + -1.4622 * tfactors.T913
                          + 6.95113 * tfactors.T9 + -2.90366 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  149.037 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -18.116 * tfactors.T943i + (1.0/3.0) * -1.4622 * tfactors.T923i
                                   + 6.95113 + (5.0/3.0) * -2.90366 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2595,8 +3004,8 @@ void rate_Ne20_to_p_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ne20_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ne20_to_He4_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne20 --> He4 + O16
 
@@ -2610,8 +3019,12 @@ void rate_Ne20_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     // co10r
     ln_set_rate =  28.6431 + -65.246 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  65.246 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2626,9 +3039,13 @@ void rate_Ne20_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  48.6604 + -54.8875 * tfactors.T9i + -39.7262 * tfactors.T913i + -0.210799 * tfactors.T913
                          + 0.442879 * tfactors.T9 + -0.0797753 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  54.8875 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.7262 * tfactors.T943i + (1.0/3.0) * -0.210799 * tfactors.T923i
                                   + 0.442879 + (5.0/3.0) * -0.0797753 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2643,9 +3060,13 @@ void rate_Ne20_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  34.2658 + -67.6518 * tfactors.T9i + -3.65925 * tfactors.T913
                          + 0.714224 * tfactors.T9 + -0.00107508 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  67.6518 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -3.65925 * tfactors.T923i
                                   + 0.714224 + (5.0/3.0) * -0.00107508 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2659,8 +3080,8 @@ void rate_Ne20_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ne21_to_n_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ne21_to_n_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne21 --> n + Ne20
 
@@ -2675,9 +3096,13 @@ void rate_Ne21_to_n_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  30.8228 + -78.458 * tfactors.T9i
                          + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  78.458 * tfactors.T9i * tfactors.T9i
                                   + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2691,8 +3116,12 @@ void rate_Ne21_to_n_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     // ka02r
     ln_set_rate =  34.9807 + -80.162 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  80.162 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2706,8 +3135,8 @@ void rate_Ne21_to_n_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ne21_to_He4_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ne21_to_He4_O17_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne21 --> He4 + O17
 
@@ -2722,9 +3151,13 @@ void rate_Ne21_to_He4_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  0.0906657 + -90.782 * tfactors.T9i + 123.363 * tfactors.T913i + -87.4351 * tfactors.T913
                          + -3.40974e-06 * tfactors.T9 + -57.0469 * tfactors.T953 + 83.7218 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  90.782 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 123.363 * tfactors.T943i + (1.0/3.0) * -87.4351 * tfactors.T923i
                                   + -3.40974e-06 + (5.0/3.0) * -57.0469 * tfactors.T923 + 83.7218 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2739,9 +3172,13 @@ void rate_Ne21_to_He4_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -91.954 + -98.9487 * tfactors.T9i + 3.31162e-08 * tfactors.T913i + 130.258 * tfactors.T913
                          + -7.92551e-05 * tfactors.T9 + -4.13772 * tfactors.T953 + -41.2753 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  98.9487 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 3.31162e-08 * tfactors.T943i + (1.0/3.0) * 130.258 * tfactors.T923i
                                   + -7.92551e-05 + (5.0/3.0) * -4.13772 * tfactors.T923 + -41.2753 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2756,9 +3193,13 @@ void rate_Ne21_to_He4_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  27.3205 + -91.2722 * tfactors.T9i + 2.87641 * tfactors.T913i + -3.54489 * tfactors.T913
                          + -2.11222e-08 * tfactors.T9 + -3.90649e-09 * tfactors.T953 + 6.25778 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  91.2722 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 2.87641 * tfactors.T943i + (1.0/3.0) * -3.54489 * tfactors.T923i
                                   + -2.11222e-08 + (5.0/3.0) * -3.90649e-09 * tfactors.T923 + 6.25778 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2772,8 +3213,8 @@ void rate_Ne21_to_He4_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ne22_to_n_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ne22_to_n_Ne21_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne22 --> n + Ne21
 
@@ -2788,9 +3229,13 @@ void rate_Ne22_to_n_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  48.5428 + -120.224 * tfactors.T9i + -0.238173 * tfactors.T913i + -12.2336 * tfactors.T913
                          + 1.14968 * tfactors.T9 + -0.0768882 * tfactors.T953 + 4.13636 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  120.224 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -0.238173 * tfactors.T943i + (1.0/3.0) * -12.2336 * tfactors.T923i
                                   + 1.14968 + (5.0/3.0) * -0.0768882 * tfactors.T923 + 4.13636 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2804,8 +3249,8 @@ void rate_Ne22_to_n_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ne22_to_He4_O18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ne22_to_He4_O18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne22 --> He4 + O18
 
@@ -2820,9 +3265,13 @@ void rate_Ne22_to_He4_O18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  106.996 + -113.779 * tfactors.T9i + -44.3823 * tfactors.T913i + -46.6617 * tfactors.T913
                          + 7.88059 * tfactors.T9 + -0.590829 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  113.779 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -44.3823 * tfactors.T943i + (1.0/3.0) * -46.6617 * tfactors.T923i
                                   + 7.88059 + (5.0/3.0) * -0.590829 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2836,8 +3285,12 @@ void rate_Ne22_to_He4_O18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     // il10r
     ln_set_rate =  -7.12154 + -114.197 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  114.197 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2851,8 +3304,12 @@ void rate_Ne22_to_He4_O18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     // il10r
     ln_set_rate =  -56.5125 + -112.87 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  112.87 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2866,8 +3323,12 @@ void rate_Ne22_to_He4_O18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     // il10r
     ln_set_rate =  39.7659 + -143.24 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  143.24 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2881,8 +3342,8 @@ void rate_Ne22_to_He4_O18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Na21_to_p_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Na21_to_p_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na21 --> p + Ne20
 
@@ -2897,9 +3358,13 @@ void rate_Na21_to_p_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  230.123 + -28.3722 * tfactors.T9i + 15.325 * tfactors.T913i + -294.859 * tfactors.T913
                          + 107.692 * tfactors.T9 + -46.2072 * tfactors.T953 + 59.3398 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  28.3722 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 15.325 * tfactors.T943i + (1.0/3.0) * -294.859 * tfactors.T923i
                                   + 107.692 + (5.0/3.0) * -46.2072 * tfactors.T923 + 59.3398 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2914,9 +3379,13 @@ void rate_Na21_to_p_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  28.0772 + -37.0575 * tfactors.T9i + 20.5893 * tfactors.T913i + -17.5841 * tfactors.T913
                          + 0.243226 * tfactors.T9 + -0.000231418 * tfactors.T953 + 14.3398 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  37.0575 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 20.5893 * tfactors.T943i + (1.0/3.0) * -17.5841 * tfactors.T923i
                                   + 0.243226 + (5.0/3.0) * -0.000231418 * tfactors.T923 + 14.3398 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2931,9 +3400,13 @@ void rate_Na21_to_p_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  252.265 + -32.6731 * tfactors.T9i + 258.57 * tfactors.T913i + -506.387 * tfactors.T913
                          + 22.1576 * tfactors.T9 + -0.721182 * tfactors.T953 + 231.788 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  32.6731 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 258.57 * tfactors.T943i + (1.0/3.0) * -506.387 * tfactors.T923i
                                   + 22.1576 + (5.0/3.0) * -0.721182 * tfactors.T923 + 231.788 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2948,9 +3421,13 @@ void rate_Na21_to_p_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  195320.0 + -89.3596 * tfactors.T9i + 21894.7 * tfactors.T913i + -319153.0 * tfactors.T913
                          + 224369.0 * tfactors.T9 + -188049.0 * tfactors.T953 + 48704.9 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  89.3596 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 21894.7 * tfactors.T943i + (1.0/3.0) * -319153.0 * tfactors.T923i
                                   + 224369.0 + (5.0/3.0) * -188049.0 * tfactors.T923 + 48704.9 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2964,8 +3441,8 @@ void rate_Na21_to_p_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Na21_to_He4_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Na21_to_He4_F17_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na21 --> He4 + F17
 
@@ -2980,9 +3457,13 @@ void rate_Na21_to_He4_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  66.3334 + -77.8653 * tfactors.T9i + 15.559 * tfactors.T913i + -68.3231 * tfactors.T913
                          + 2.54275 * tfactors.T9 + -0.0989207 * tfactors.T953 + 38.3877 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  77.8653 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 15.559 * tfactors.T943i + (1.0/3.0) * -68.3231 * tfactors.T923i
                                   + 2.54275 + (5.0/3.0) * -0.0989207 * tfactors.T923 + 38.3877 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -2996,8 +3477,8 @@ void rate_Na21_to_He4_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Na22_to_n_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Na22_to_n_Na21_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na22 --> n + Na21
 
@@ -3012,9 +3493,13 @@ void rate_Na22_to_n_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  30.6596 + -128.457 * tfactors.T9i + 1.31089 * tfactors.T913
                          + -0.164931 * tfactors.T9 + 0.00903374 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  128.457 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 1.31089 * tfactors.T923i
                                   + -0.164931 + (5.0/3.0) * 0.00903374 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3028,8 +3513,8 @@ void rate_Na22_to_n_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Na22_to_p_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Na22_to_p_Ne21_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na22 --> p + Ne21
 
@@ -3043,8 +3528,12 @@ void rate_Na22_to_p_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     // il10r
     ln_set_rate =  24.8334 + -79.6093 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  79.6093 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3058,8 +3547,12 @@ void rate_Na22_to_p_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     // il10r
     ln_set_rate =  -24.579 + -78.4059 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  78.4059 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3074,9 +3567,13 @@ void rate_Na22_to_p_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  42.146 + -78.2097 * tfactors.T9i + -19.2096 * tfactors.T913i
                          + -1.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  78.2097 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -19.2096 * tfactors.T943i
                                   + (5.0/3.0) * -1.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3091,9 +3588,13 @@ void rate_Na22_to_p_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -16.4098 + -82.4235 * tfactors.T9i + 21.1176 * tfactors.T913i + 34.0411 * tfactors.T913
                          + -4.45593 * tfactors.T9 + 0.328613 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  82.4235 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 21.1176 * tfactors.T943i + (1.0/3.0) * 34.0411 * tfactors.T923i
                                   + -4.45593 + (5.0/3.0) * 0.328613 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3107,8 +3608,8 @@ void rate_Na22_to_p_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Na22_to_He4_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Na22_to_He4_F18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na22 --> He4 + F18
 
@@ -3123,9 +3624,13 @@ void rate_Na22_to_He4_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  59.3224 + -100.236 * tfactors.T9i + 18.8956 * tfactors.T913i + -65.6134 * tfactors.T913
                          + 1.71114 * tfactors.T9 + -0.0260999 * tfactors.T953 + 39.3396 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  100.236 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 18.8956 * tfactors.T943i + (1.0/3.0) * -65.6134 * tfactors.T923i
                                   + 1.71114 + (5.0/3.0) * -0.0260999 * tfactors.T923 + 39.3396 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3139,8 +3644,8 @@ void rate_Na22_to_He4_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Na23_to_n_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Na23_to_n_Na22_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na23 --> n + Na22
 
@@ -3155,9 +3660,13 @@ void rate_Na23_to_n_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  37.0665 + -144.113 * tfactors.T9i + 1.02148 * tfactors.T913
                          + -0.334638 * tfactors.T9 + 0.0258708 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  144.113 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 1.02148 * tfactors.T923i
                                   + -0.334638 + (5.0/3.0) * 0.0258708 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3171,8 +3680,8 @@ void rate_Na23_to_n_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Na23_to_p_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Na23_to_p_Ne22_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na23 --> p + Ne22
 
@@ -3187,9 +3696,13 @@ void rate_Na23_to_p_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  21.6534 + -103.776 * tfactors.T9i
                          + 1.18923 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  103.776 * tfactors.T9i * tfactors.T9i
                                   + 1.18923 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3204,9 +3717,13 @@ void rate_Na23_to_p_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  0.818178 + -102.466 * tfactors.T9i
                          + 0.009812 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  102.466 * tfactors.T9i * tfactors.T9i
                                   + 0.009812 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3221,9 +3738,13 @@ void rate_Na23_to_p_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  18.1624 + -102.855 * tfactors.T9i
                          + 4.73558 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  102.855 * tfactors.T9i * tfactors.T9i
                                   + 4.73558 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3238,9 +3759,13 @@ void rate_Na23_to_p_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.29 + -110.779 * tfactors.T9i
                          + 0.732533 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  110.779 * tfactors.T9i * tfactors.T9i
                                   + 0.732533 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3255,9 +3780,13 @@ void rate_Na23_to_p_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  33.8935 + -106.655 * tfactors.T9i
                          + 1.65623 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  106.655 * tfactors.T9i * tfactors.T9i
                                   + 1.65623 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3272,9 +3801,13 @@ void rate_Na23_to_p_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  18.2467 + -104.673 * tfactors.T9i
                          + -2.79964 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  104.673 * tfactors.T9i * tfactors.T9i
                                   + -2.79964 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3288,8 +3821,8 @@ void rate_Na23_to_p_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Na23_to_He4_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Na23_to_He4_F19_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na23 --> He4 + F19
 
@@ -3304,9 +3837,13 @@ void rate_Na23_to_He4_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  76.8979 + -123.578 * tfactors.T9i + 39.7219 * tfactors.T913i + -100.401 * tfactors.T913
                          + 3.15808 * tfactors.T9 + -0.0629822 * tfactors.T953 + 55.9823 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  123.578 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 39.7219 * tfactors.T943i + (1.0/3.0) * -100.401 * tfactors.T923i
                                   + 3.15808 + (5.0/3.0) * -0.0629822 * tfactors.T923 + 55.9823 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3320,8 +3857,8 @@ void rate_Na23_to_He4_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mg23_to_p_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mg23_to_p_Na22_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg23 --> p + Na22
 
@@ -3335,8 +3872,12 @@ void rate_Mg23_to_p_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     // il10r
     ln_set_rate =  7.95641 + -88.7434 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  88.7434 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3350,8 +3891,12 @@ void rate_Mg23_to_p_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     // il10r
     ln_set_rate =  -1.07519 + -88.4655 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  88.4655 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3366,9 +3911,13 @@ void rate_Mg23_to_p_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  12.9256 + -90.3923 * tfactors.T9i + 4.86658 * tfactors.T913i + 16.4592 * tfactors.T913
                          + -1.95129 * tfactors.T9 + 0.132972 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  90.3923 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 4.86658 * tfactors.T943i + (1.0/3.0) * 16.4592 * tfactors.T923i
                                   + -1.95129 + (5.0/3.0) * 0.132972 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3382,8 +3931,8 @@ void rate_Mg23_to_p_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mg23_to_He4_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mg23_to_He4_Ne19_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg23 --> He4 + Ne19
 
@@ -3398,9 +3947,13 @@ void rate_Mg23_to_He4_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  61.3121 + -111.985 * tfactors.T9i + -46.6346 * tfactors.T913i + -1.1007 * tfactors.T913
                          + -0.794097 * tfactors.T9 + 0.0813036 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  111.985 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -46.6346 * tfactors.T943i + (1.0/3.0) * -1.1007 * tfactors.T923i
                                   + -0.794097 + (5.0/3.0) * 0.0813036 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3414,8 +3967,8 @@ void rate_Mg23_to_He4_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mg24_to_n_Mg23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mg24_to_n_Mg23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg24 --> n + Mg23
 
@@ -3430,9 +3983,13 @@ void rate_Mg24_to_n_Mg23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  32.0344 + -191.835 * tfactors.T9i + 2.66964 * tfactors.T913
                          + -0.448904 * tfactors.T9 + 0.0326505 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  191.835 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 2.66964 * tfactors.T923i
                                   + -0.448904 + (5.0/3.0) * 0.0326505 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3446,8 +4003,8 @@ void rate_Mg24_to_n_Mg23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mg24_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mg24_to_p_Na23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg24 --> p + Na23
 
@@ -3462,9 +4019,13 @@ void rate_Mg24_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  34.0876 + -138.968 * tfactors.T9i + -0.360588 * tfactors.T913
                          + 1.4187 * tfactors.T9 + -0.184061 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  138.968 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.360588 * tfactors.T923i
                                   + 1.4187 + (5.0/3.0) * -0.184061 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3478,8 +4039,12 @@ void rate_Mg24_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     // il10r
     ln_set_rate =  20.0024 + -137.3 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  137.3 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3494,9 +4059,13 @@ void rate_Mg24_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  43.9357 + -135.688 * tfactors.T9i + -20.6428 * tfactors.T913i + 1.52954 * tfactors.T913
                          + 2.7487 * tfactors.T9 + -1.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  135.688 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -20.6428 * tfactors.T943i + (1.0/3.0) * 1.52954 * tfactors.T923i
                                   + 2.7487 + (5.0/3.0) * -1.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3510,8 +4079,8 @@ void rate_Mg24_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mg24_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mg24_to_He4_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg24 --> He4 + Ne20
 
@@ -3526,9 +4095,13 @@ void rate_Mg24_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  16.0203 + -120.895 * tfactors.T9i + 16.9229 * tfactors.T913
                          + -2.57325 * tfactors.T9 + 0.208997 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  120.895 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 16.9229 * tfactors.T923i
                                   + -2.57325 + (5.0/3.0) * 0.208997 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3542,8 +4115,12 @@ void rate_Mg24_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     // il10r
     ln_set_rate =  26.8017 + -117.334 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  117.334 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3557,8 +4134,12 @@ void rate_Mg24_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     // il10r
     ln_set_rate =  -13.8869 + -110.62 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  110.62 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3573,9 +4154,13 @@ void rate_Mg24_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  49.3244 + -108.114 * tfactors.T9i + -46.2525 * tfactors.T913i + 5.58901 * tfactors.T913
                          + 7.61843 * tfactors.T9 + -3.683 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  108.114 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -46.2525 * tfactors.T943i + (1.0/3.0) * 5.58901 * tfactors.T923i
                                   + 7.61843 + (5.0/3.0) * -3.683 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3589,8 +4174,8 @@ void rate_Mg24_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mg25_to_n_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mg25_to_n_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg25 --> n + Mg24
 
@@ -3605,9 +4190,13 @@ void rate_Mg25_to_n_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  86.4748 + -84.9032 * tfactors.T9i + -0.142939 * tfactors.T913i + -57.7499 * tfactors.T913
                          + 7.01981 * tfactors.T9 + -0.582057 * tfactors.T953 + 14.3133 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  84.9032 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -0.142939 * tfactors.T943i + (1.0/3.0) * -57.7499 * tfactors.T923i
                                   + 7.01981 + (5.0/3.0) * -0.582057 * tfactors.T923 + 14.3133 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3621,8 +4210,8 @@ void rate_Mg25_to_n_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mg25_to_He4_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mg25_to_He4_Ne21_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg25 --> He4 + Ne21
 
@@ -3637,9 +4226,13 @@ void rate_Mg25_to_He4_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  50.668 + -136.725 * tfactors.T9i + -29.4583 * tfactors.T913
                          + 14.6328 * tfactors.T9 + -3.47392 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  136.725 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -29.4583 * tfactors.T923i
                                   + 14.6328 + (5.0/3.0) * -3.47392 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3654,9 +4247,13 @@ void rate_Mg25_to_He4_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  61.1178 + -114.676 * tfactors.T9i + -46.89 * tfactors.T913i + -0.72642 * tfactors.T913
                          + -0.76406 * tfactors.T9 + 0.0797483 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  114.676 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -46.89 * tfactors.T943i + (1.0/3.0) * -0.72642 * tfactors.T923i
                                   + -0.76406 + (5.0/3.0) * 0.0797483 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3670,8 +4267,8 @@ void rate_Mg25_to_He4_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mg26_to_n_Mg25_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mg26_to_n_Mg25_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg26 --> n + Mg25
 
@@ -3686,9 +4283,13 @@ void rate_Mg26_to_n_Mg25_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  63.7787 + -128.778 * tfactors.T9i + 9.392 * tfactors.T913i + -36.6784 * tfactors.T913
                          + 3.09567 * tfactors.T9 + -0.223882 * tfactors.T953 + 13.8852 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  128.778 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 9.392 * tfactors.T943i + (1.0/3.0) * -36.6784 * tfactors.T923i
                                   + 3.09567 + (5.0/3.0) * -0.223882 * tfactors.T923 + 13.8852 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3702,8 +4303,8 @@ void rate_Mg26_to_n_Mg25_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mg26_to_He4_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mg26_to_He4_Ne22_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg26 --> He4 + Ne22
 
@@ -3717,8 +4318,12 @@ void rate_Mg26_to_He4_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     // li12r
     ln_set_rate =  -67.5662 + -124.09 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  124.09 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3733,9 +4338,13 @@ void rate_Mg26_to_He4_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -9.88392 + -129.544 * tfactors.T9i + 35.9878 * tfactors.T913
                          + -4.10684 * tfactors.T9 + 0.259345 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  129.544 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 35.9878 * tfactors.T923i
                                   + -4.10684 + (5.0/3.0) * 0.259345 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3750,9 +4359,13 @@ void rate_Mg26_to_He4_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -4.47312 + -129.627 * tfactors.T9i + 43.2654 * tfactors.T913
                          + -18.5982 * tfactors.T9 + 2.80101 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  129.627 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 43.2654 * tfactors.T923i
                                   + -18.5982 + (5.0/3.0) * 2.80101 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3766,8 +4379,12 @@ void rate_Mg26_to_He4_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     // li12r
     ln_set_rate =  1.08878 + -127.062 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  127.062 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3781,8 +4398,12 @@ void rate_Mg26_to_He4_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     // li12r
     ln_set_rate =  -18.0225 + -125.401 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  125.401 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3796,8 +4417,8 @@ void rate_Mg26_to_He4_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Al25_to_p_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Al25_to_p_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al25 --> p + Mg24
 
@@ -3812,9 +4433,13 @@ void rate_Al25_to_p_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  30.093 + -28.8453 * tfactors.T9i + -1.57811 * tfactors.T913
                          + 1.52232 * tfactors.T9 + -0.183001 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  28.8453 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.57811 * tfactors.T923i
                                   + 1.52232 + (5.0/3.0) * -0.183001 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3829,9 +4454,13 @@ void rate_Al25_to_p_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  41.7494 + -26.3608 * tfactors.T9i + -22.0227 * tfactors.T913i + 0.361297 * tfactors.T913
                          + 2.61292 * tfactors.T9 + -1.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  26.3608 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -22.0227 * tfactors.T943i + (1.0/3.0) * 0.361297 * tfactors.T923i
                                   + 2.61292 + (5.0/3.0) * -1.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3845,8 +4474,8 @@ void rate_Al25_to_p_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Al25_to_He4_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Al25_to_He4_Na21_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al25 --> He4 + Na21
 
@@ -3861,9 +4490,13 @@ void rate_Al25_to_He4_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  59.7257 + -106.262 * tfactors.T9i + -49.9709 * tfactors.T913i + 1.63835 * tfactors.T913
                          + -1.18562 * tfactors.T9 + 0.101965 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  106.262 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -49.9709 * tfactors.T943i + (1.0/3.0) * 1.63835 * tfactors.T923i
                                   + -1.18562 + (5.0/3.0) * 0.101965 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3877,8 +4510,8 @@ void rate_Al25_to_He4_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Al26_to_n_Al25_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Al26_to_n_Al25_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al26 --> n + Al25
 
@@ -3893,9 +4526,13 @@ void rate_Al26_to_n_Al25_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  30.9667 + -131.891 * tfactors.T9i + 1.17141 * tfactors.T913
                          + -0.162515 * tfactors.T9 + 0.0126275 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  131.891 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 1.17141 * tfactors.T923i
                                   + -0.162515 + (5.0/3.0) * 0.0126275 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3909,8 +4546,8 @@ void rate_Al26_to_n_Al25_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Al26_to_p_Mg25_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Al26_to_p_Mg25_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al26 --> p + Mg25
 
@@ -3925,9 +4562,13 @@ void rate_Al26_to_p_Mg25_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  25.2686 + -76.4067 * tfactors.T9i + 8.46334 * tfactors.T913
                          + -0.907024 * tfactors.T9 + 0.0642981 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  76.4067 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 8.46334 * tfactors.T923i
                                   + -0.907024 + (5.0/3.0) * 0.0642981 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3942,9 +4583,13 @@ void rate_Al26_to_p_Mg25_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  27.2591 + -73.903 * tfactors.T9i + -88.9297 * tfactors.T913
                          + 302.948 * tfactors.T9 + -346.461 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  73.903 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -88.9297 * tfactors.T923i
                                   + 302.948 + (5.0/3.0) * -346.461 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3958,8 +4603,12 @@ void rate_Al26_to_p_Mg25_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     // il10r
     ln_set_rate =  -14.1555 + -73.6126 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  73.6126 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -3973,8 +4622,8 @@ void rate_Al26_to_p_Mg25_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Al26_to_He4_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Al26_to_He4_Na22_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al26 --> He4 + Na22
 
@@ -3989,9 +4638,13 @@ void rate_Al26_to_He4_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  60.7692 + -109.695 * tfactors.T9i + -50.0924 * tfactors.T913i + -0.390826 * tfactors.T913
                          + -0.99531 * tfactors.T9 + 0.101354 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  109.695 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -50.0924 * tfactors.T943i + (1.0/3.0) * -0.390826 * tfactors.T923i
                                   + -0.99531 + (5.0/3.0) * 0.101354 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4005,8 +4658,8 @@ void rate_Al26_to_He4_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Al27_to_n_Al26_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Al27_to_n_Al26_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al27 --> n + Al26
 
@@ -4021,9 +4674,13 @@ void rate_Al27_to_n_Al26_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  39.0178 + -151.532 * tfactors.T9i + -0.171158 * tfactors.T913i + -1.77283 * tfactors.T913
                          + 0.206192 * tfactors.T9 + -0.0191705 * tfactors.T953 + 1.63961 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  151.532 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -0.171158 * tfactors.T943i + (1.0/3.0) * -1.77283 * tfactors.T923i
                                   + 0.206192 + (5.0/3.0) * -0.0191705 * tfactors.T923 + 1.63961 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4037,8 +4694,8 @@ void rate_Al27_to_n_Al26_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Al27_to_p_Mg26_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Al27_to_p_Mg26_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al27 --> p + Mg26
 
@@ -4053,9 +4710,13 @@ void rate_Al27_to_p_Mg26_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  27.118 + -99.3406 * tfactors.T9i + 6.78105 * tfactors.T913
                          + -1.25771 * tfactors.T9 + 0.140754 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  99.3406 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 6.78105 * tfactors.T923i
                                   + -1.25771 + (5.0/3.0) * 0.140754 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4070,9 +4731,13 @@ void rate_Al27_to_p_Mg26_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -5.3594 + -96.8701 * tfactors.T9i + 35.6312 * tfactors.T913
                          + -5.27265 * tfactors.T9 + 0.392932 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  96.8701 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 35.6312 * tfactors.T923i
                                   + -5.27265 + (5.0/3.0) * 0.392932 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4087,9 +4752,13 @@ void rate_Al27_to_p_Mg26_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -62.6356 + -96.4509 * tfactors.T9i + 251.281 * tfactors.T913
                          + -730.009 * tfactors.T9 + -224.016 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  96.4509 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 251.281 * tfactors.T923i
                                   + -730.009 + (5.0/3.0) * -224.016 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4103,8 +4772,8 @@ void rate_Al27_to_p_Mg26_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Al27_to_He4_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Al27_to_He4_Na23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al27 --> He4 + Na23
 
@@ -4119,9 +4788,13 @@ void rate_Al27_to_He4_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  69.2185 + -117.109 * tfactors.T9i + -50.2042 * tfactors.T913i + -1.64239 * tfactors.T913
                          + -1.59995 * tfactors.T9 + 0.184933 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  117.109 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -50.2042 * tfactors.T943i + (1.0/3.0) * -1.64239 * tfactors.T923i
                                   + -1.59995 + (5.0/3.0) * 0.184933 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4135,8 +4808,8 @@ void rate_Al27_to_He4_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Si28_to_p_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Si28_to_p_Al27_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si28 --> p + Al27
 
@@ -4151,9 +4824,13 @@ void rate_Si28_to_p_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  46.5494 + -134.445 * tfactors.T9i + -23.2205 * tfactors.T913i
                          + -2.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  134.445 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -23.2205 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4168,9 +4845,13 @@ void rate_Si28_to_p_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  111.466 + -134.832 * tfactors.T9i + -26.8327 * tfactors.T913i + -116.137 * tfactors.T913
                          + 0.00950567 * tfactors.T9 + 0.00999755 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  134.832 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -26.8327 * tfactors.T943i + (1.0/3.0) * -116.137 * tfactors.T923i
                                   + 0.00950567 + (5.0/3.0) * 0.00999755 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4185,9 +4866,13 @@ void rate_Si28_to_p_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  11.7765 + -136.349 * tfactors.T9i + 23.8634 * tfactors.T913
                          + -3.70135 * tfactors.T9 + 0.28964 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  136.349 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 23.8634 * tfactors.T923i
                                   + -3.70135 + (5.0/3.0) * 0.28964 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4201,8 +4886,8 @@ void rate_Si28_to_p_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Si28_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Si28_to_He4_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si28 --> He4 + Mg24
 
@@ -4216,8 +4901,12 @@ void rate_Si28_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     // st08r
     ln_set_rate =  32.9006 + -131.488 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  131.488 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4232,9 +4921,13 @@ void rate_Si28_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -25.6886 + -128.693 * tfactors.T9i + 21.3721 * tfactors.T913i + 37.7649 * tfactors.T913
                          + -4.10635 * tfactors.T9 + 0.249618 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  128.693 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 21.3721 * tfactors.T943i + (1.0/3.0) * 37.7649 * tfactors.T923i
                                   + -4.10635 + (5.0/3.0) * 0.249618 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4248,8 +4941,8 @@ void rate_Si28_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Si29_to_n_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Si29_to_n_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si29 --> n + Si28
 
@@ -4264,9 +4957,13 @@ void rate_Si29_to_n_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  31.7355 + -98.3365 * tfactors.T9i
                          + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  98.3365 * tfactors.T9i * tfactors.T9i
                                   + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4281,9 +4978,13 @@ void rate_Si29_to_n_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  29.8758 + -98.7165 * tfactors.T9i + 7.68863 * tfactors.T913
                          + -1.7991 * tfactors.T9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  98.7165 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 7.68863 * tfactors.T923i
                                   + -1.7991;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4297,8 +4998,8 @@ void rate_Si29_to_n_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Si29_to_He4_Mg25_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Si29_to_He4_Mg25_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si29 --> He4 + Mg25
 
@@ -4313,9 +5014,13 @@ void rate_Si29_to_He4_Mg25_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  66.3395 + -129.123 * tfactors.T9i + -53.41 * tfactors.T913i + -1.83266 * tfactors.T913
                          + -0.573073 * tfactors.T9 + 0.0462678 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  129.123 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -53.41 * tfactors.T943i + (1.0/3.0) * -1.83266 * tfactors.T923i
                                   + -0.573073 + (5.0/3.0) * 0.0462678 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4329,8 +5034,8 @@ void rate_Si29_to_He4_Mg25_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Si30_to_n_Si29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Si30_to_n_Si29_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si30 --> n + Si29
 
@@ -4345,9 +5050,13 @@ void rate_Si30_to_n_Si29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.1504 + -123.112 * tfactors.T9i + 0.650904 * tfactors.T913
                          + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  123.112 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 0.650904 * tfactors.T923i
                                   + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4362,9 +5071,13 @@ void rate_Si30_to_n_Si29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  33.9492 + -123.292 * tfactors.T9i + 5.50678 * tfactors.T913
                          + -2.85656 * tfactors.T9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  123.292 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 5.50678 * tfactors.T923i
                                   + -2.85656;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4378,8 +5091,8 @@ void rate_Si30_to_n_Si29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Si30_to_He4_Mg26_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Si30_to_He4_Mg26_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si30 --> He4 + Mg26
 
@@ -4394,9 +5107,13 @@ void rate_Si30_to_He4_Mg26_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  26.2068 + -142.235 * tfactors.T9i + -1.87411 * tfactors.T913
                          + 3.41299 * tfactors.T9 + -0.43226 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  142.235 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.87411 * tfactors.T923i
                                   + 3.41299 + (5.0/3.0) * -0.43226 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4411,9 +5128,13 @@ void rate_Si30_to_He4_Mg26_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  70.7561 + -123.518 * tfactors.T9i + -53.7518 * tfactors.T913i + -4.8647 * tfactors.T913
                          + -1.51467 * tfactors.T9 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  123.518 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -53.7518 * tfactors.T943i + (1.0/3.0) * -4.8647 * tfactors.T923i
                                   + -1.51467 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4427,8 +5148,8 @@ void rate_Si30_to_He4_Mg26_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Si31_to_n_Si30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Si31_to_n_Si30_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si31 --> n + Si30
 
@@ -4443,9 +5164,13 @@ void rate_Si31_to_n_Si30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  13.0759 + -76.3737 * tfactors.T9i + -12.3502 * tfactors.T913i + 34.6486 * tfactors.T913
                          + -1.89409 * tfactors.T9 + 0.0781979 * tfactors.T953 + -12.9601 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  76.3737 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -12.3502 * tfactors.T943i + (1.0/3.0) * 34.6486 * tfactors.T923i
                                   + -1.89409 + (5.0/3.0) * 0.0781979 * tfactors.T923 + -12.9601 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4459,8 +5184,8 @@ void rate_Si31_to_n_Si30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Si32_to_n_Si31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Si32_to_n_Si31_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si32 --> n + Si31
 
@@ -4475,9 +5200,13 @@ void rate_Si32_to_n_Si31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.9895 + -106.811 * tfactors.T9i + 0.154735 * tfactors.T913i + 0.304696 * tfactors.T913
                          + 0.0236238 * tfactors.T9 + -0.00396359 * tfactors.T953 + 1.06783 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  106.811 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 0.154735 * tfactors.T943i + (1.0/3.0) * 0.304696 * tfactors.T923i
                                   + 0.0236238 + (5.0/3.0) * -0.00396359 * tfactors.T923 + 1.06783 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4491,8 +5220,8 @@ void rate_Si32_to_n_Si31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_P29_to_p_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_P29_to_p_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P29 --> p + Si28
 
@@ -4507,9 +5236,13 @@ void rate_P29_to_p_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  39.1379 + -31.8984 * tfactors.T9i + -23.8173 * tfactors.T913i + 7.08203 * tfactors.T913
                          + -1.44753 * tfactors.T9 + 0.0804296 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  31.8984 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -23.8173 * tfactors.T943i + (1.0/3.0) * 7.08203 * tfactors.T923i
                                   + -1.44753 + (5.0/3.0) * 0.0804296 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4523,8 +5256,12 @@ void rate_P29_to_p_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     // il10r
     ln_set_rate =  28.6997 + -36.0408 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  36.0408 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4538,8 +5275,8 @@ void rate_P29_to_p_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_P29_to_He4_Al25_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_P29_to_He4_Al25_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P29 --> He4 + Al25
 
@@ -4554,9 +5291,13 @@ void rate_P29_to_He4_Al25_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  63.8779 + -121.399 * tfactors.T9i + -56.3424 * tfactors.T913i + 0.542998 * tfactors.T913
                          + -0.721716 * tfactors.T9 + 0.0469712 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  121.399 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -56.3424 * tfactors.T943i + (1.0/3.0) * 0.542998 * tfactors.T923i
                                   + -0.721716 + (5.0/3.0) * 0.0469712 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4570,8 +5311,8 @@ void rate_P29_to_He4_Al25_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_P30_to_n_P29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_P30_to_n_P29_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P30 --> n + P29
 
@@ -4586,9 +5327,13 @@ void rate_P30_to_n_P29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  32.0379 + -131.355 * tfactors.T9i + 0.15555 * tfactors.T913
                          + 0.155359 * tfactors.T9 + -0.0208019 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  131.355 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 0.15555 * tfactors.T923i
                                   + 0.155359 + (5.0/3.0) * -0.0208019 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4602,8 +5347,8 @@ void rate_P30_to_n_P29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_P30_to_p_Si29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_P30_to_p_Si29_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P30 --> p + Si29
 
@@ -4618,9 +5363,13 @@ void rate_P30_to_p_Si29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  22.0015 + -68.2607 * tfactors.T9i + 14.0921 * tfactors.T913
                          + -3.92096 * tfactors.T9 + 0.447706 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  68.2607 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 14.0921 * tfactors.T923i
                                   + -3.92096 + (5.0/3.0) * 0.447706 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4634,8 +5383,12 @@ void rate_P30_to_p_Si29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     // il10r
     ln_set_rate =  9.77935 + -66.1716 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  66.1716 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4650,9 +5403,13 @@ void rate_P30_to_p_Si29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  39.7677 + -64.9214 * tfactors.T9i + -23.9101 * tfactors.T913i + 10.7796 * tfactors.T913
                          + -3.04181 * tfactors.T9 + 0.274565 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  64.9214 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -23.9101 * tfactors.T943i + (1.0/3.0) * 10.7796 * tfactors.T923i
                                   + -3.04181 + (5.0/3.0) * 0.274565 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4666,8 +5423,8 @@ void rate_P30_to_p_Si29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_P30_to_He4_Al26_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_P30_to_He4_Al26_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P30 --> He4 + Al26
 
@@ -4682,9 +5439,13 @@ void rate_P30_to_He4_Al26_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  69.1545 + -120.863 * tfactors.T9i + -56.4422 * tfactors.T913i + -2.44848 * tfactors.T913
                          + -1.17578 * tfactors.T9 + 0.150757 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  120.863 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -56.4422 * tfactors.T943i + (1.0/3.0) * -2.44848 * tfactors.T923i
                                   + -1.17578 + (5.0/3.0) * 0.150757 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4698,8 +5459,8 @@ void rate_P30_to_He4_Al26_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_P31_to_n_P30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_P31_to_n_P30_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P31 --> n + P30
 
@@ -4714,9 +5475,13 @@ void rate_P31_to_n_P30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  36.8808 + -142.87 * tfactors.T9i + 0.909911 * tfactors.T913
                          + -0.162367 * tfactors.T9 + 0.00668293 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  142.87 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 0.909911 * tfactors.T923i
                                   + -0.162367 + (5.0/3.0) * 0.00668293 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4730,8 +5495,8 @@ void rate_P31_to_n_P30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_P31_to_p_Si30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_P31_to_p_Si30_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P31 --> p + Si30
 
@@ -4746,9 +5511,13 @@ void rate_P31_to_p_Si30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  18.7213 + -85.9282 * tfactors.T9i
                          + 6.49034 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  85.9282 * tfactors.T9i * tfactors.T9i
                                   + 6.49034 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4763,9 +5532,13 @@ void rate_P31_to_p_Si30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  4.04359 + -85.6217 * tfactors.T9i
                          + 2.80331 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  85.6217 * tfactors.T9i * tfactors.T9i
                                   + 2.80331 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4780,9 +5553,13 @@ void rate_P31_to_p_Si30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -1115.38 + -180.553 * tfactors.T9i
                          + -895.258 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  180.553 * tfactors.T9i * tfactors.T9i
                                   + -895.258 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4797,9 +5574,13 @@ void rate_P31_to_p_Si30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  32.9288 + -90.2661 * tfactors.T9i
                          + -0.070816 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  90.2661 * tfactors.T9i * tfactors.T9i
                                   + -0.070816 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4814,9 +5595,13 @@ void rate_P31_to_p_Si30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -11.8961 + -85.2694 * tfactors.T9i
                          + -0.128387 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  85.2694 * tfactors.T9i * tfactors.T9i
                                   + -0.128387 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4831,9 +5616,13 @@ void rate_P31_to_p_Si30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  35.3329 + -91.3175 * tfactors.T9i
                          + 0.3809 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  91.3175 * tfactors.T9i * tfactors.T9i
                                   + 0.3809 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4848,9 +5637,13 @@ void rate_P31_to_p_Si30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  31.761 + -89.8588 * tfactors.T9i
                          + 2.7883 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  89.8588 * tfactors.T9i * tfactors.T9i
                                   + 2.7883 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4865,9 +5658,13 @@ void rate_P31_to_p_Si30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -311.303 + -85.8097 * tfactors.T9i
                          + -77.047 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  85.8097 * tfactors.T9i * tfactors.T9i
                                   + -77.047 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4881,8 +5678,8 @@ void rate_P31_to_p_Si30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_P31_to_He4_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_P31_to_He4_Al27_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P31 --> He4 + Al27
 
@@ -4897,9 +5694,13 @@ void rate_P31_to_He4_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  73.2168 + -112.206 * tfactors.T9i + -56.5351 * tfactors.T913i + -0.896208 * tfactors.T913
                          + -1.72024 * tfactors.T9 + 0.185409 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  112.206 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -56.5351 * tfactors.T943i + (1.0/3.0) * -0.896208 * tfactors.T923i
                                   + -1.72024 + (5.0/3.0) * 0.185409 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4913,8 +5714,8 @@ void rate_P31_to_He4_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_P32_to_n_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_P32_to_n_P31_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P32 --> n + P31
 
@@ -4928,8 +5729,12 @@ void rate_P32_to_n_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // ka02r
     ln_set_rate =  32.7384 + -92.3401 * tfactors.T9i + 2.13185 * tfactors.T913;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  92.3401 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 2.13185 * tfactors.T923i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4944,9 +5749,13 @@ void rate_P32_to_n_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  35.7859 + -92.0933 * tfactors.T9i + 0.327031 * tfactors.T913
                          + 2.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  92.0933 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 0.327031 * tfactors.T923i
                                   + 2.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4960,8 +5769,8 @@ void rate_P32_to_n_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_P32_to_p_Si31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_P32_to_p_Si31_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P32 --> p + Si31
 
@@ -4976,9 +5785,13 @@ void rate_P32_to_p_Si31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  124.914 + -103.703 * tfactors.T9i + 123.4 * tfactors.T913i + -231.734 * tfactors.T913
                          + 14.2724 * tfactors.T9 + -0.867645 * tfactors.T953 + 109.969 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  103.703 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 123.4 * tfactors.T943i + (1.0/3.0) * -231.734 * tfactors.T923i
                                   + 14.2724 + (5.0/3.0) * -0.867645 * tfactors.T923 + 109.969 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -4992,8 +5805,8 @@ void rate_P32_to_p_Si31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_P33_to_n_P32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_P33_to_n_P32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P33 --> n + P32
 
@@ -5008,9 +5821,13 @@ void rate_P33_to_n_P32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  34.9128 + -117.195 * tfactors.T9i + -6.14814 * tfactors.T913i + 9.5582 * tfactors.T913
                          + -0.244744 * tfactors.T9 + -0.012887 * tfactors.T953 + -3.92926 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  117.195 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -6.14814 * tfactors.T943i + (1.0/3.0) * 9.5582 * tfactors.T923i
                                   + -0.244744 + (5.0/3.0) * -0.012887 * tfactors.T923 + -3.92926 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5024,8 +5841,8 @@ void rate_P33_to_n_P32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_P33_to_p_Si32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_P33_to_p_Si32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P33 --> p + Si32
 
@@ -5040,9 +5857,13 @@ void rate_P33_to_p_Si32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  201.719 + -114.648 * tfactors.T9i + 174.94 * tfactors.T913i + -365.37 * tfactors.T913
                          + 23.1636 * tfactors.T9 + -1.3429 * tfactors.T953 + 161.575 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  114.648 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 174.94 * tfactors.T943i + (1.0/3.0) * -365.37 * tfactors.T923i
                                   + 23.1636 + (5.0/3.0) * -1.3429 * tfactors.T923 + 161.575 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5056,8 +5877,8 @@ void rate_P33_to_p_Si32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_S32_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_S32_to_p_P31_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S32 --> p + P31
 
@@ -5072,9 +5893,13 @@ void rate_S32_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  25.1729 + -106.637 * tfactors.T9i + 8.09341 * tfactors.T913
                          + -0.615971 * tfactors.T9 + 0.031159 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  106.637 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 8.09341 * tfactors.T923i
                                   + -0.615971 + (5.0/3.0) * 0.031159 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5088,8 +5913,12 @@ void rate_S32_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     // il10r
     ln_set_rate =  21.6829 + -105.119 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  105.119 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5104,9 +5933,13 @@ void rate_S32_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  43.6109 + -102.86 * tfactors.T9i + -25.3278 * tfactors.T913i + 6.4931 * tfactors.T913
                          + -9.27513 * tfactors.T9 + -0.610439 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  102.86 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -25.3278 * tfactors.T943i + (1.0/3.0) * 6.4931 * tfactors.T923i
                                   + -9.27513 + (5.0/3.0) * -0.610439 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5120,8 +5953,8 @@ void rate_S32_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_S32_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_S32_to_He4_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S32 --> He4 + Si28
 
@@ -5136,9 +5969,13 @@ void rate_S32_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  72.813 + -80.626 * tfactors.T9i + -59.4896 * tfactors.T913i + 4.47205 * tfactors.T913
                          + -4.78989 * tfactors.T9 + 0.557201 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  80.626 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -59.4896 * tfactors.T943i + (1.0/3.0) * 4.47205 * tfactors.T923i
                                   + -4.78989 + (5.0/3.0) * 0.557201 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5152,8 +5989,8 @@ void rate_S32_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_S33_to_n_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_S33_to_n_S32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S33 --> n + S32
 
@@ -5168,9 +6005,13 @@ void rate_S33_to_n_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  34.7199 + -100.079 * tfactors.T9i + -15.0178 * tfactors.T913i + 16.3567 * tfactors.T913
                          + -0.436839 * tfactors.T9 + -0.00574462 * tfactors.T953 + -8.28034 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  100.079 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -15.0178 * tfactors.T943i + (1.0/3.0) * 16.3567 * tfactors.T923i
                                   + -0.436839 + (5.0/3.0) * -0.00574462 * tfactors.T923 + -8.28034 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5184,8 +6025,8 @@ void rate_S33_to_n_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_S33_to_p_P32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_S33_to_p_P32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S33 --> p + P32
 
@@ -5200,9 +6041,13 @@ void rate_S33_to_p_P32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  130.726 + -114.848 * tfactors.T9i + 147.624 * tfactors.T913i + -261.318 * tfactors.T913
                          + 14.2732 * tfactors.T9 + -0.776243 * tfactors.T953 + 128.247 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  114.848 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 147.624 * tfactors.T943i + (1.0/3.0) * -261.318 * tfactors.T923i
                                   + 14.2732 + (5.0/3.0) * -0.776243 * tfactors.T923 + 128.247 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5216,8 +6061,8 @@ void rate_S33_to_p_P32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_S33_to_He4_Si29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_S33_to_He4_Si29_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S33 --> He4 + Si29
 
@@ -5232,9 +6077,13 @@ void rate_S33_to_He4_Si29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  73.7708 + -82.576 * tfactors.T9i + -59.5755 * tfactors.T913i + 1.06274 * tfactors.T913
                          + -3.07529 * tfactors.T9 + 0.372011 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  82.576 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -59.5755 * tfactors.T943i + (1.0/3.0) * 1.06274 * tfactors.T923i
                                   + -3.07529 + (5.0/3.0) * 0.372011 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5248,8 +6097,8 @@ void rate_S33_to_He4_Si29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_S34_to_n_S33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_S34_to_n_S33_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S34 --> n + S33
 
@@ -5264,9 +6113,13 @@ void rate_S34_to_n_S33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  20.868 + -132.246 * tfactors.T9i + -23.1351 * tfactors.T913i + 43.3623 * tfactors.T913
                          + -2.74733 * tfactors.T9 + 0.159045 * tfactors.T953 + -18.1332 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  132.246 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -23.1351 * tfactors.T943i + (1.0/3.0) * 43.3623 * tfactors.T923i
                                   + -2.74733 + (5.0/3.0) * 0.159045 * tfactors.T923 + -18.1332 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5280,8 +6133,8 @@ void rate_S34_to_n_S33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_S34_to_p_P33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_S34_to_p_P33_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S34 --> p + P33
 
@@ -5296,9 +6149,13 @@ void rate_S34_to_p_P33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  198.208 + -130.135 * tfactors.T9i + 161.691 * tfactors.T913i + -350.015 * tfactors.T913
                          + 24.3597 * tfactors.T9 + -1.56396 * tfactors.T953 + 151.463 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  130.135 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 161.691 * tfactors.T943i + (1.0/3.0) * -350.015 * tfactors.T923i
                                   + 24.3597 + (5.0/3.0) * -1.56396 * tfactors.T923 + 151.463 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5312,8 +6169,8 @@ void rate_S34_to_p_P33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_S34_to_He4_Si30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_S34_to_He4_Si30_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S34 --> He4 + Si30
 
@@ -5328,9 +6185,13 @@ void rate_S34_to_He4_Si30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  72.4051 + -91.9515 * tfactors.T9i + -59.6559 * tfactors.T913i + 3.70141 * tfactors.T913
                          + -3.12537 * tfactors.T9 + 0.307626 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  91.9515 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -59.6559 * tfactors.T943i + (1.0/3.0) * 3.70141 * tfactors.T923i
                                   + -3.12537 + (5.0/3.0) * 0.307626 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5344,8 +6205,8 @@ void rate_S34_to_He4_Si30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_S35_to_n_S34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_S35_to_n_S34_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S35 --> n + S34
 
@@ -5360,9 +6221,13 @@ void rate_S35_to_n_S34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  63.6891 + -81.2902 * tfactors.T9i + 25.2182 * tfactors.T913i + -59.2704 * tfactors.T913
                          + 4.22256 * tfactors.T9 + -0.274247 * tfactors.T953 + 26.032 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  81.2902 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 25.2182 * tfactors.T943i + (1.0/3.0) * -59.2704 * tfactors.T923i
                                   + 4.22256 + (5.0/3.0) * -0.274247 * tfactors.T923 + 26.032 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5376,8 +6241,8 @@ void rate_S35_to_n_S34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_S35_to_He4_Si31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_S35_to_He4_Si31_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S35 --> He4 + Si31
 
@@ -5392,9 +6257,13 @@ void rate_S35_to_He4_Si31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -48.3481 + -98.5134 * tfactors.T9i + -98.5176 * tfactors.T913i + 171.207 * tfactors.T913
                          + -14.3839 * tfactors.T9 + 0.960708 * tfactors.T953 + -60.4936 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  98.5134 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -98.5176 * tfactors.T943i + (1.0/3.0) * 171.207 * tfactors.T923i
                                   + -14.3839 + (5.0/3.0) * 0.960708 * tfactors.T923 + -60.4936 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5408,8 +6277,8 @@ void rate_S35_to_He4_Si31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_S36_to_n_S35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_S36_to_n_S35_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S36 --> n + S35
 
@@ -5424,9 +6293,13 @@ void rate_S36_to_n_S35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  40.1077 + -114.757 * tfactors.T9i + -2.51293 * tfactors.T913
                          + 0.668068 * tfactors.T9 + -0.0786735 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  114.757 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -2.51293 * tfactors.T923i
                                   + 0.668068 + (5.0/3.0) * -0.0786735 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5440,8 +6313,8 @@ void rate_S36_to_n_S35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_S36_to_He4_Si32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_S36_to_He4_Si32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S36 --> He4 + Si32
 
@@ -5456,9 +6329,13 @@ void rate_S36_to_He4_Si32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -128.015 + -104.996 * tfactors.T9i + -232.306 * tfactors.T913i + 393.438 * tfactors.T913
                          + -25.2071 * tfactors.T9 + 1.4457 * tfactors.T953 + -169.971 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  104.996 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -232.306 * tfactors.T943i + (1.0/3.0) * 393.438 * tfactors.T923i
                                   + -25.2071 + (5.0/3.0) * 1.4457 * tfactors.T923 + -169.971 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5472,8 +6349,8 @@ void rate_S36_to_He4_Si32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cl33_to_p_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cl33_to_p_S32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl33 --> p + S32
 
@@ -5488,9 +6365,13 @@ void rate_Cl33_to_p_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  91.6078 + -29.4248 * tfactors.T9i + -33.7204 * tfactors.T913i + -32.7355 * tfactors.T913
                          + 3.92526 * tfactors.T9 + -0.250479 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  29.4248 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -33.7204 * tfactors.T943i + (1.0/3.0) * -32.7355 * tfactors.T923i
                                   + 3.92526 + (5.0/3.0) * -0.250479 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5505,9 +6386,13 @@ void rate_Cl33_to_p_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  74.7432 + -26.4211 * tfactors.T9i + -29.7741 * tfactors.T913i + -87.4473 * tfactors.T913
                          + 182.189 * tfactors.T9 + -128.625 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  26.4211 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -29.7741 * tfactors.T943i + (1.0/3.0) * -87.4473 * tfactors.T923i
                                   + 182.189 + (5.0/3.0) * -128.625 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5521,8 +6406,12 @@ void rate_Cl33_to_p_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     // il10r
     ln_set_rate =  -4.96497 + -27.2952 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  27.2952 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5536,8 +6425,8 @@ void rate_Cl33_to_p_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cl33_to_He4_P29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cl33_to_He4_P29_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl33 --> He4 + P29
 
@@ -5552,9 +6441,13 @@ void rate_Cl33_to_He4_P29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  66.203 + -75.1475 * tfactors.T9i + -62.3802 * tfactors.T913i + 0.593062 * tfactors.T913
                          + -1.14226 * tfactors.T9 + 0.0934776 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  75.1475 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -62.3802 * tfactors.T943i + (1.0/3.0) * 0.593062 * tfactors.T923i
                                   + -1.14226 + (5.0/3.0) * 0.0934776 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5568,8 +6461,8 @@ void rate_Cl33_to_He4_P29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cl34_to_n_Cl33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cl34_to_n_Cl33_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl34 --> n + Cl33
 
@@ -5584,9 +6477,13 @@ void rate_Cl34_to_n_Cl33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  33.1968 + -133.541 * tfactors.T9i + 0.921411 * tfactors.T913
                          + -0.0823764 * tfactors.T9 + 0.000852746 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  133.541 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 0.921411 * tfactors.T923i
                                   + -0.0823764 + (5.0/3.0) * 0.000852746 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5600,8 +6497,8 @@ void rate_Cl34_to_n_Cl33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cl34_to_p_S33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cl34_to_p_S33_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl34 --> p + S33
 
@@ -5616,9 +6513,13 @@ void rate_Cl34_to_p_S33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  61.5381 + -59.679 * tfactors.T9i + -26.777 * tfactors.T913i + -5.96882 * tfactors.T913
                          + -1.0706 * tfactors.T9 + 0.19692 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  59.679 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -26.777 * tfactors.T943i + (1.0/3.0) * -5.96882 * tfactors.T923i
                                   + -1.0706 + (5.0/3.0) * 0.19692 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5632,8 +6533,8 @@ void rate_Cl34_to_p_S33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cl34_to_He4_P30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cl34_to_He4_P30_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl34 --> He4 + P30
 
@@ -5648,9 +6549,13 @@ void rate_Cl34_to_He4_P30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  71.335 + -77.3338 * tfactors.T9i + -62.4643 * tfactors.T913i + -3.19028 * tfactors.T913
                          + -0.832633 * tfactors.T9 + 0.0987525 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  77.3338 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -62.4643 * tfactors.T943i + (1.0/3.0) * -3.19028 * tfactors.T923i
                                   + -0.832633 + (5.0/3.0) * 0.0987525 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5664,8 +6569,8 @@ void rate_Cl34_to_He4_P30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cl35_to_n_Cl34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cl35_to_n_Cl34_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl35 --> n + Cl34
 
@@ -5680,9 +6585,13 @@ void rate_Cl35_to_n_Cl34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  34.9299 + -146.74 * tfactors.T9i + 0.990222 * tfactors.T913
                          + -0.146686 * tfactors.T9 + 0.00560251 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  146.74 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 0.990222 * tfactors.T923i
                                   + -0.146686 + (5.0/3.0) * 0.00560251 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5696,8 +6605,8 @@ void rate_Cl35_to_n_Cl34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cl35_to_p_S34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cl35_to_p_S34_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl35 --> p + S34
 
@@ -5711,8 +6620,12 @@ void rate_Cl35_to_p_S34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     // se19r
     ln_set_rate =  22.7104 + -77.1013 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  77.1013 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5727,9 +6640,13 @@ void rate_Cl35_to_p_S34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -37.7488 + -101.622 * tfactors.T9i + 454.53 * tfactors.T913i + -375.557 * tfactors.T913
                          + 12.6533 * tfactors.T9 + -0.408677 * tfactors.T953 + 246.618 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  101.622 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 454.53 * tfactors.T943i + (1.0/3.0) * -375.557 * tfactors.T923i
                                   + 12.6533 + (5.0/3.0) * -0.408677 * tfactors.T923 + 246.618 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5743,8 +6660,12 @@ void rate_Cl35_to_p_S34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     // se19r
     ln_set_rate =  14.5754 + -75.9594 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  75.9594 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5758,8 +6679,12 @@ void rate_Cl35_to_p_S34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     // se19r
     ln_set_rate =  30.5303 + -79.6891 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  79.6891 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5773,8 +6698,12 @@ void rate_Cl35_to_p_S34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     // se19r
     ln_set_rate =  7.39781 + -75.3374 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  75.3374 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5788,8 +6717,12 @@ void rate_Cl35_to_p_S34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     // se19r
     ln_set_rate =  29.2773 + -79.0392 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  79.0392 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5803,8 +6736,12 @@ void rate_Cl35_to_p_S34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     // se19r
     ln_set_rate =  4.33927 + -75.1053 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  75.1053 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5818,8 +6755,12 @@ void rate_Cl35_to_p_S34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     // se19r
     ln_set_rate =  28.0819 + -78.5751 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  78.5751 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5833,8 +6774,8 @@ void rate_Cl35_to_p_S34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cl35_to_He4_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cl35_to_He4_P31_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl35 --> He4 + P31
 
@@ -5849,9 +6790,13 @@ void rate_Cl35_to_He4_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  74.6679 + -81.2033 * tfactors.T9i + -62.5433 * tfactors.T913i + -2.95026 * tfactors.T913
                          + -0.89652 * tfactors.T9 + 0.0774126 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  81.2033 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -62.5433 * tfactors.T943i + (1.0/3.0) * -2.95026 * tfactors.T923i
                                   + -0.89652 + (5.0/3.0) * 0.0774126 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5865,8 +6810,8 @@ void rate_Cl35_to_He4_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cl36_to_n_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cl36_to_n_Cl35_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl36 --> n + Cl35
 
@@ -5881,9 +6826,13 @@ void rate_Cl36_to_n_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  26.2181 + -99.453 * tfactors.T9i + -11.2145 * tfactors.T913i + 23.5701 * tfactors.T913
                          + -1.44059 * tfactors.T9 + 0.0755834 * tfactors.T953 + -8.8832 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  99.453 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -11.2145 * tfactors.T943i + (1.0/3.0) * 23.5701 * tfactors.T923i
                                   + -1.44059 + (5.0/3.0) * 0.0755834 * tfactors.T923 + -8.8832 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5897,8 +6846,8 @@ void rate_Cl36_to_n_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cl36_to_p_S35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cl36_to_p_S35_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl36 --> p + S35
 
@@ -5913,9 +6862,13 @@ void rate_Cl36_to_p_S35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  58.5526 + -92.4237 * tfactors.T9i + -26.7922 * tfactors.T913i + -1.83516 * tfactors.T913
                          + -2.03932 * tfactors.T9 + 0.322305 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  92.4237 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -26.7922 * tfactors.T943i + (1.0/3.0) * -1.83516 * tfactors.T923i
                                   + -2.03932 + (5.0/3.0) * 0.322305 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5929,8 +6882,8 @@ void rate_Cl36_to_p_S35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cl36_to_He4_P32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cl36_to_He4_P32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl36 --> He4 + P32
 
@@ -5945,9 +6898,13 @@ void rate_Cl36_to_He4_P32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -95.0744 + -90.1599 * tfactors.T9i + -158.272 * tfactors.T913i + 281.836 * tfactors.T913
                          + -20.652 * tfactors.T9 + 1.28543 * tfactors.T953 + -111.225 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  90.1599 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -158.272 * tfactors.T943i + (1.0/3.0) * 281.836 * tfactors.T923i
                                   + -20.652 + (5.0/3.0) * 1.28543 * tfactors.T923 + -111.225 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5961,8 +6918,8 @@ void rate_Cl36_to_He4_P32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cl37_to_n_Cl36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cl37_to_n_Cl36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl37 --> n + Cl36
 
@@ -5977,9 +6934,13 @@ void rate_Cl37_to_n_Cl36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  38.6282 + -119.659 * tfactors.T9i + -0.17256 * tfactors.T913i + -0.577904 * tfactors.T913
                          + 0.229273 * tfactors.T9 + -0.0412624 * tfactors.T953 + 1.28554 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  119.659 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -0.17256 * tfactors.T943i + (1.0/3.0) * -0.577904 * tfactors.T923i
                                   + 0.229273 + (5.0/3.0) * -0.0412624 * tfactors.T923 + 1.28554 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -5993,8 +6954,8 @@ void rate_Cl37_to_n_Cl36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cl37_to_p_S36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cl37_to_p_S36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl37 --> p + S36
 
@@ -6009,9 +6970,13 @@ void rate_Cl37_to_p_S36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  56.2542 + -97.3203 * tfactors.T9i + -26.7991 * tfactors.T913i + 0.0770118 * tfactors.T913
                          + -1.71514 * tfactors.T9 + 0.205981 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  97.3203 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -26.7991 * tfactors.T943i + (1.0/3.0) * 0.0770118 * tfactors.T923i
                                   + -1.71514 + (5.0/3.0) * 0.205981 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -6025,8 +6990,8 @@ void rate_Cl37_to_p_S36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cl37_to_He4_P33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cl37_to_He4_P33_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl37 --> He4 + P33
 
@@ -6041,9 +7006,13 @@ void rate_Cl37_to_He4_P33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  75.154 + -94.4688 * tfactors.T9i + 21.2001 * tfactors.T913i + -84.0086 * tfactors.T913
                          + 1.39426 * tfactors.T9 + 0.0896178 * tfactors.T953 + 49.3178 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  94.4688 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 21.2001 * tfactors.T943i + (1.0/3.0) * -84.0086 * tfactors.T923i
                                   + 1.39426 + (5.0/3.0) * 0.0896178 * tfactors.T923 + 49.3178 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -6057,8 +7026,8 @@ void rate_Cl37_to_He4_P33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ar36_to_p_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ar36_to_p_Cl35_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar36 --> p + Cl35
 
@@ -6073,9 +7042,13 @@ void rate_Ar36_to_p_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  17.2028 + -102.37 * tfactors.T9i + 18.0179 * tfactors.T913
                          + -2.86304 * tfactors.T9 + 0.250854 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  102.37 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 18.0179 * tfactors.T923i
                                   + -2.86304 + (5.0/3.0) * 0.250854 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -6089,8 +7062,12 @@ void rate_Ar36_to_p_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     // il10r
     ln_set_rate =  16.0169 + -100.729 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  100.729 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -6104,8 +7081,12 @@ void rate_Ar36_to_p_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     // il10r
     ln_set_rate =  -17.4751 + -99.2838 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  99.2838 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -6120,9 +7101,13 @@ void rate_Ar36_to_p_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  60.7366 + -98.7191 * tfactors.T9i + -27.8971 * tfactors.T913i + -16.2304 * tfactors.T913
                          + 35.255 * tfactors.T9 + -25.8411 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  98.7191 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -27.8971 * tfactors.T943i + (1.0/3.0) * -16.2304 * tfactors.T923i
                                   + 35.255 + (5.0/3.0) * -25.8411 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -6136,8 +7121,8 @@ void rate_Ar36_to_p_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ar36_to_He4_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ar36_to_He4_S32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar36 --> He4 + S32
 
@@ -6152,9 +7137,13 @@ void rate_Ar36_to_He4_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  73.8164 + -77.0627 * tfactors.T9i + -65.3709 * tfactors.T913i + 5.68294 * tfactors.T913
                          + -5.00388 * tfactors.T9 + 0.571407 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  77.0627 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -65.3709 * tfactors.T943i + (1.0/3.0) * 5.68294 * tfactors.T923i
                                   + -5.00388 + (5.0/3.0) * 0.571407 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -6168,8 +7157,8 @@ void rate_Ar36_to_He4_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ar37_to_n_Ar36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ar37_to_n_Ar36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar37 --> n + Ar36
 
@@ -6184,9 +7173,13 @@ void rate_Ar37_to_n_Ar36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  34.2933 + -101.941 * tfactors.T9i + -3.1764 * tfactors.T913i + 5.13191 * tfactors.T913
                          + -0.00639688 * tfactors.T9 + -0.0292833 * tfactors.T953 + -1.24683 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  101.941 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -3.1764 * tfactors.T943i + (1.0/3.0) * 5.13191 * tfactors.T923i
                                   + -0.00639688 + (5.0/3.0) * -0.0292833 * tfactors.T923 + -1.24683 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -6200,8 +7193,8 @@ void rate_Ar37_to_n_Ar36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ar37_to_p_Cl36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ar37_to_p_Cl36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar37 --> p + Cl36
 
@@ -6216,9 +7209,13 @@ void rate_Ar37_to_p_Cl36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  57.9101 + -101.131 * tfactors.T9i + -27.9044 * tfactors.T913i + -0.481331 * tfactors.T913
                          + -1.50793 * tfactors.T9 + 0.182531 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  101.131 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -27.9044 * tfactors.T943i + (1.0/3.0) * -0.481331 * tfactors.T923i
                                   + -1.50793 + (5.0/3.0) * 0.182531 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -6232,8 +7229,8 @@ void rate_Ar37_to_p_Cl36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ar37_to_He4_S33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ar37_to_He4_S33_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar37 --> He4 + S33
 
@@ -6248,9 +7245,13 @@ void rate_Ar37_to_He4_S33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  74.852 + -78.7549 * tfactors.T9i + -65.4446 * tfactors.T913i + 3.59607 * tfactors.T913
                          + -3.40501 * tfactors.T9 + 0.363961 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  78.7549 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -65.4446 * tfactors.T943i + (1.0/3.0) * 3.59607 * tfactors.T923i
                                   + -3.40501 + (5.0/3.0) * 0.363961 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -6264,8 +7265,8 @@ void rate_Ar37_to_He4_S33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ar38_to_n_Ar37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ar38_to_n_Ar37_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar38 --> n + Ar37
 
@@ -6280,9 +7281,13 @@ void rate_Ar38_to_n_Ar37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  39.8454 + -137.376 * tfactors.T9i + -0.825362 * tfactors.T913
                          + 0.336634 * tfactors.T9 + -0.0509617 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  137.376 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.825362 * tfactors.T923i
                                   + 0.336634 + (5.0/3.0) * -0.0509617 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -6296,8 +7301,8 @@ void rate_Ar38_to_n_Ar37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ar38_to_p_Cl37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ar38_to_p_Cl37_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar38 --> p + Cl37
 
@@ -6312,9 +7317,13 @@ void rate_Ar38_to_p_Cl37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  59.0616 + -118.853 * tfactors.T9i + -27.9113 * tfactors.T913i + 0.282028 * tfactors.T913
                          + -1.80122 * tfactors.T9 + 0.21751 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  118.853 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -27.9113 * tfactors.T943i + (1.0/3.0) * 0.282028 * tfactors.T923i
                                   + -1.80122 + (5.0/3.0) * 0.21751 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -6328,8 +7337,8 @@ void rate_Ar38_to_p_Cl37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ar38_to_He4_S34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ar38_to_He4_S34_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar38 --> He4 + S34
 
@@ -6344,9 +7353,13 @@ void rate_Ar38_to_He4_S34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  253.654 + -101.617 * tfactors.T9i + 635.332 * tfactors.T913i + -902.05 * tfactors.T913
                          + 42.5623 * tfactors.T9 + -2.08434 * tfactors.T953 + 478.85 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  101.617 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 635.332 * tfactors.T943i + (1.0/3.0) * -902.05 * tfactors.T923i
                                   + 42.5623 + (5.0/3.0) * -2.08434 * tfactors.T923 + 478.85 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -6360,8 +7373,8 @@ void rate_Ar38_to_He4_S34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ar39_to_n_Ar38_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ar39_to_n_Ar38_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar39 --> n + Ar38
 
@@ -6376,9 +7389,13 @@ void rate_Ar39_to_n_Ar38_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.3134 + -76.6032 * tfactors.T9i + 2.38837 * tfactors.T913i + -4.76536 * tfactors.T913
                          + 0.701311 * tfactors.T9 + -0.0705226 * tfactors.T953 + 3.30517 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  76.6032 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 2.38837 * tfactors.T943i + (1.0/3.0) * -4.76536 * tfactors.T923i
                                   + 0.701311 + (5.0/3.0) * -0.0705226 * tfactors.T923 + 3.30517 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -6392,8 +7409,8 @@ void rate_Ar39_to_n_Ar38_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ar39_to_He4_S35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ar39_to_He4_S35_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar39 --> He4 + S35
 
@@ -6408,9 +7425,13 @@ void rate_Ar39_to_He4_S35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  74.3976 + -79.1493 * tfactors.T9i + -65.58 * tfactors.T913i + 0.163229 * tfactors.T913
                          + -2.20138 * tfactors.T9 + 0.232938 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  79.1493 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -65.58 * tfactors.T943i + (1.0/3.0) * 0.163229 * tfactors.T923i
                                   + -2.20138 + (5.0/3.0) * 0.232938 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -6424,8 +7445,8 @@ void rate_Ar39_to_He4_S35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ar40_to_n_Ar39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ar40_to_n_Ar39_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar40 --> n + Ar39
 
@@ -6440,9 +7461,13 @@ void rate_Ar40_to_n_Ar39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  41.5737 + -114.56 * tfactors.T9i + 2.09789 * tfactors.T913i + -4.77242 * tfactors.T913
                          + 0.64032 * tfactors.T9 + -0.0694485 * tfactors.T953 + 3.01561 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  114.56 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 2.09789 * tfactors.T943i + (1.0/3.0) * -4.77242 * tfactors.T923i
                                   + 0.64032 + (5.0/3.0) * -0.0694485 * tfactors.T923 + 3.01561 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -6456,8 +7481,8 @@ void rate_Ar40_to_n_Ar39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ar40_to_He4_S36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ar40_to_He4_S36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar40 --> He4 + S36
 
@@ -6472,9 +7497,13 @@ void rate_Ar40_to_He4_S36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  74.9207 + -78.9192 * tfactors.T9i + -65.6425 * tfactors.T913i + 4.12861 * tfactors.T913
                          + -3.33119 * tfactors.T9 + 0.31889 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  78.9192 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -65.6425 * tfactors.T943i + (1.0/3.0) * 4.12861 * tfactors.T923i
                                   + -3.33119 + (5.0/3.0) * 0.31889 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -6488,8 +7517,8 @@ void rate_Ar40_to_He4_S36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_K37_to_p_Ar36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_K37_to_p_Ar36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K37 --> p + Ar36
 
@@ -6503,8 +7532,12 @@ void rate_K37_to_p_Ar36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     // il10r
     ln_set_rate =  26.976 + -25.1829 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  25.1829 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -6519,9 +7552,13 @@ void rate_K37_to_p_Ar36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  25.4611 + -30.5381 * tfactors.T9i + 7.50962 * tfactors.T913
                          + -1.68675 * tfactors.T9 + 0.189725 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  30.5381 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 7.50962 * tfactors.T923i
                                   + -1.68675 + (5.0/3.0) * 0.189725 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -6536,9 +7573,13 @@ void rate_K37_to_p_Ar36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  43.7706 + -21.5578 * tfactors.T9i + -28.9682 * tfactors.T913i
                          + -1.0 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  21.5578 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -28.9682 * tfactors.T943i
                                   + (5.0/3.0) * -1.0 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -6552,8 +7593,8 @@ void rate_K37_to_p_Ar36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_K37_to_He4_Cl33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_K37_to_He4_Cl33_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K37 --> He4 + Cl33
 
@@ -6568,9 +7609,13 @@ void rate_K37_to_He4_Cl33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  71.6063 + -72.1995 * tfactors.T9i + -68.1442 * tfactors.T913i + -2.72746 * tfactors.T913
                          + -0.317537 * tfactors.T9 + 0.0162782 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  72.1995 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -68.1442 * tfactors.T943i + (1.0/3.0) * -2.72746 * tfactors.T923i
                                   + -0.317537 + (5.0/3.0) * 0.0162782 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -6584,8 +7629,8 @@ void rate_K37_to_He4_Cl33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_K38_to_n_K37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_K38_to_n_K37_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K38 --> n + K37
 
@@ -6600,9 +7645,13 @@ void rate_K38_to_n_K37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  32.0874 + -140.087 * tfactors.T9i + 0.538174 * tfactors.T913
                          + -0.0208079 * tfactors.T9 + -0.00404949 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  140.087 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 0.538174 * tfactors.T923i
                                   + -0.0208079 + (5.0/3.0) * -0.00404949 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -6616,8 +7665,8 @@ void rate_K38_to_n_K37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_K38_to_p_Ar37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_K38_to_p_Ar37_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K38 --> p + Ar37
 
@@ -6632,9 +7681,13 @@ void rate_K38_to_p_Ar37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  60.8316 + -59.6703 * tfactors.T9i + -28.9954 * tfactors.T913i + -5.57966 * tfactors.T913
                          + -1.27516 * tfactors.T9 + 0.217568 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  59.6703 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -28.9954 * tfactors.T943i + (1.0/3.0) * -5.57966 * tfactors.T923i
                                   + -1.27516 + (5.0/3.0) * 0.217568 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -6648,8 +7701,8 @@ void rate_K38_to_p_Ar37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_K38_to_He4_Cl34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_K38_to_He4_Cl34_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K38 --> He4 + Cl34
 
@@ -6664,9 +7717,13 @@ void rate_K38_to_He4_Cl34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  70.9382 + -78.7462 * tfactors.T9i + -68.2165 * tfactors.T913i + -2.18792 * tfactors.T913
                          + -1.25322 * tfactors.T9 + 0.140901 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  78.7462 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -68.2165 * tfactors.T943i + (1.0/3.0) * -2.18792 * tfactors.T923i
                                   + -1.25322 + (5.0/3.0) * 0.140901 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -6680,8 +7737,8 @@ void rate_K38_to_He4_Cl34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_K39_to_n_K38_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_K39_to_n_K38_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K39 --> n + K38
 
@@ -6696,9 +7753,13 @@ void rate_K39_to_n_K38_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  37.986 + -151.759 * tfactors.T9i + -0.161985 * tfactors.T913
                          + 0.187817 * tfactors.T9 + -0.0320464 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  151.759 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.161985 * tfactors.T923i
                                   + 0.187817 + (5.0/3.0) * -0.0320464 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -6712,8 +7773,8 @@ void rate_K39_to_n_K38_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_K39_to_p_Ar38_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_K39_to_p_Ar38_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K39 --> p + Ar38
 
@@ -6728,9 +7789,13 @@ void rate_K39_to_p_Ar38_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  57.5639 + -74.0533 * tfactors.T9i + -29.0021 * tfactors.T913i + -0.525968 * tfactors.T913
                          + -1.94216 * tfactors.T9 + 0.267346 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  74.0533 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -29.0021 * tfactors.T943i + (1.0/3.0) * -0.525968 * tfactors.T923i
                                   + -1.94216 + (5.0/3.0) * 0.267346 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -6744,8 +7809,8 @@ void rate_K39_to_p_Ar38_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_K39_to_He4_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_K39_to_He4_Cl35_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K39 --> He4 + Cl35
 
@@ -6760,9 +7825,13 @@ void rate_K39_to_He4_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  77.6477 + -83.7658 * tfactors.T9i + -68.2848 * tfactors.T913i + 0.0178545 * tfactors.T913
                          + -2.06783 * tfactors.T9 + 0.199659 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  83.7658 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -68.2848 * tfactors.T943i + (1.0/3.0) * 0.0178545 * tfactors.T923i
                                   + -2.06783 + (5.0/3.0) * 0.199659 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -6776,8 +7845,8 @@ void rate_K39_to_He4_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_K40_to_n_K39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_K40_to_n_K39_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K40 --> n + K39
 
@@ -6792,9 +7861,13 @@ void rate_K40_to_n_K39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  40.473 + -90.4754 * tfactors.T9i + -2.2227 * tfactors.T913i + -1.88579 * tfactors.T913
                          + 0.714904 * tfactors.T9 + -0.0774902 * tfactors.T953 + 0.640527 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  90.4754 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -2.2227 * tfactors.T943i + (1.0/3.0) * -1.88579 * tfactors.T923i
                                   + 0.714904 + (5.0/3.0) * -0.0774902 * tfactors.T923 + 0.640527 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -6808,8 +7881,8 @@ void rate_K40_to_n_K39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_K40_to_p_Ar39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_K40_to_p_Ar39_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K40 --> p + Ar39
 
@@ -6824,9 +7897,13 @@ void rate_K40_to_p_Ar39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  59.5373 + -87.9872 * tfactors.T9i + -29.0085 * tfactors.T913i + -2.81753 * tfactors.T913
                          + -0.757962 * tfactors.T9 + 0.099462 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  87.9872 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -29.0085 * tfactors.T943i + (1.0/3.0) * -2.81753 * tfactors.T923i
                                   + -0.757962 + (5.0/3.0) * 0.099462 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -6840,8 +7917,8 @@ void rate_K40_to_p_Ar39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_K40_to_He4_Cl36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_K40_to_He4_Cl36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K40 --> He4 + Cl36
 
@@ -6856,9 +7933,13 @@ void rate_K40_to_He4_Cl36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  80.0619 + -74.7128 * tfactors.T9i + -68.3499 * tfactors.T913i + -4.69433 * tfactors.T913
                          + -1.24812 * tfactors.T9 + 0.169306 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  74.7128 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -68.3499 * tfactors.T943i + (1.0/3.0) * -4.69433 * tfactors.T923i
                                   + -1.24812 + (5.0/3.0) * 0.169306 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -6872,8 +7953,8 @@ void rate_K40_to_He4_Cl36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_K41_to_n_K40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_K41_to_n_K40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K41 --> n + K40
 
@@ -6888,9 +7969,13 @@ void rate_K41_to_n_K40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  41.9339 + -117.19 * tfactors.T9i + 1.90527 * tfactors.T913i + -4.8523 * tfactors.T913
                          + 0.552061 * tfactors.T9 + -0.0570777 * tfactors.T953 + 2.96777 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  117.19 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 1.90527 * tfactors.T943i + (1.0/3.0) * -4.8523 * tfactors.T923i
                                   + 0.552061 + (5.0/3.0) * -0.0570777 * tfactors.T923 + 2.96777 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -6904,8 +7989,8 @@ void rate_K41_to_n_K40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_K41_to_p_Ar40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_K41_to_p_Ar40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K41 --> p + Ar40
 
@@ -6920,9 +8005,13 @@ void rate_K41_to_p_Ar40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  56.6932 + -90.6097 * tfactors.T9i + -29.0146 * tfactors.T913i + 0.65181 * tfactors.T913
                          + -1.50557 * tfactors.T9 + 0.139974 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  90.6097 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -29.0146 * tfactors.T943i + (1.0/3.0) * 0.65181 * tfactors.T923i
                                   + -1.50557 + (5.0/3.0) * 0.139974 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -6936,8 +8025,8 @@ void rate_K41_to_p_Ar40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_K41_to_He4_Cl37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_K41_to_He4_Cl37_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K41 --> He4 + Cl37
 
@@ -6952,9 +8041,13 @@ void rate_K41_to_He4_Cl37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  76.1843 + -72.2085 * tfactors.T9i + -68.4116 * tfactors.T913i + 3.55194 * tfactors.T913
                          + -2.84942 * tfactors.T9 + 0.24958 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  72.2085 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -68.4116 * tfactors.T943i + (1.0/3.0) * 3.55194 * tfactors.T923i
                                   + -2.84942 + (5.0/3.0) * 0.24958 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -6968,8 +8061,8 @@ void rate_K41_to_He4_Cl37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca40_to_p_K39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca40_to_p_K39_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca40 --> p + K39
 
@@ -6984,9 +8077,13 @@ void rate_Ca40_to_p_K39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  2786.44 + -101.871 * tfactors.T9i + 802.18 * tfactors.T913i + -4010.27 * tfactors.T913
                          + 1137.69 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  101.871 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 802.18 * tfactors.T943i + (1.0/3.0) * -4010.27 * tfactors.T923i
                                   + 1137.69 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -7001,9 +8098,13 @@ void rate_Ca40_to_p_K39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  613.153 + -109.213 * tfactors.T9i + 641.844 * tfactors.T913i + -1248.49 * tfactors.T913
                          + 566.426 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  109.213 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 641.844 * tfactors.T943i + (1.0/3.0) * -1248.49 * tfactors.T923i
                                   + 566.426 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -7018,9 +8119,13 @@ void rate_Ca40_to_p_K39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  127.306 + -98.3134 * tfactors.T9i + 41.1723 * tfactors.T913i + -149.299 * tfactors.T913
                          + 10.5229 * tfactors.T9 + -0.68208 * tfactors.T953 + 60.7367 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  98.3134 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 41.1723 * tfactors.T943i + (1.0/3.0) * -149.299 * tfactors.T923i
                                   + 10.5229 + (5.0/3.0) * -0.68208 * tfactors.T923 + 60.7367 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -7034,8 +8139,8 @@ void rate_Ca40_to_p_K39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca40_to_He4_Ar36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca40_to_He4_Ar36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca40 --> He4 + Ar36
 
@@ -7050,9 +8155,13 @@ void rate_Ca40_to_He4_Ar36_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  77.2826 + -81.6916 * tfactors.T9i + -71.0046 * tfactors.T913i + 4.0656 * tfactors.T913
                          + -5.26509 * tfactors.T9 + 0.683546 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  81.6916 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -71.0046 * tfactors.T943i + (1.0/3.0) * 4.0656 * tfactors.T923i
                                   + -5.26509 + (5.0/3.0) * 0.683546 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -7066,8 +8175,8 @@ void rate_Ca40_to_He4_Ar36_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca41_to_n_Ca40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca41_to_n_Ca40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca41 --> n + Ca40
 
@@ -7082,9 +8191,13 @@ void rate_Ca41_to_n_Ca40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  24.6353 + -96.9664 * tfactors.T9i + -9.18636 * tfactors.T913i + 21.0095 * tfactors.T913
                          + -1.33326 * tfactors.T9 + 0.0769347 * tfactors.T953 + -7.16245 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  96.9664 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -9.18636 * tfactors.T943i + (1.0/3.0) * 21.0095 * tfactors.T923i
                                   + -1.33326 + (5.0/3.0) * 0.0769347 * tfactors.T923 + -7.16245 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -7098,8 +8211,8 @@ void rate_Ca41_to_n_Ca40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca41_to_p_K40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca41_to_p_K40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca41 --> p + K40
 
@@ -7114,9 +8227,13 @@ void rate_Ca41_to_p_K40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  58.8838 + -103.182 * tfactors.T9i + -30.0795 * tfactors.T913i + 0.0447475 * tfactors.T913
                          + -1.69565 * tfactors.T9 + 0.20173 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  103.182 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -30.0795 * tfactors.T943i + (1.0/3.0) * 0.0447475 * tfactors.T923i
                                   + -1.69565 + (5.0/3.0) * 0.20173 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -7130,8 +8247,8 @@ void rate_Ca41_to_p_K40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca41_to_He4_Ar37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca41_to_He4_Ar37_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca41 --> He4 + Ar37
 
@@ -7146,9 +8263,13 @@ void rate_Ca41_to_He4_Ar37_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  76.9971 + -76.764 * tfactors.T9i + -71.0688 * tfactors.T913i + 2.71847 * tfactors.T913
                          + -3.17333 * tfactors.T9 + 0.335323 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  76.764 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -71.0688 * tfactors.T943i + (1.0/3.0) * 2.71847 * tfactors.T923i
                                   + -3.17333 + (5.0/3.0) * 0.335323 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -7162,8 +8283,8 @@ void rate_Ca41_to_He4_Ar37_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca42_to_n_Ca41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca42_to_n_Ca41_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca42 --> n + Ca41
 
@@ -7178,9 +8299,13 @@ void rate_Ca42_to_n_Ca41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  46.1952 + -133.264 * tfactors.T9i + 3.7037 * tfactors.T913i + -9.99246 * tfactors.T913
                          + 1.05894 * tfactors.T9 + -0.0978564 * tfactors.T953 + 4.93604 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  133.264 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 3.7037 * tfactors.T943i + (1.0/3.0) * -9.99246 * tfactors.T923i
                                   + 1.05894 + (5.0/3.0) * -0.0978564 * tfactors.T923 + 4.93604 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -7194,8 +8319,8 @@ void rate_Ca42_to_n_Ca41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca42_to_p_K41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca42_to_p_K41_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca42 --> p + K41
 
@@ -7210,9 +8335,13 @@ void rate_Ca42_to_p_K41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  57.2573 + -119.259 * tfactors.T9i + -30.08 * tfactors.T913i + 2.93877 * tfactors.T913
                          + 2.77388 * tfactors.T9 + -4.8284 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  119.259 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -30.08 * tfactors.T943i + (1.0/3.0) * 2.93877 * tfactors.T923i
                                   + 2.77388 + (5.0/3.0) * -4.8284 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -7227,9 +8356,13 @@ void rate_Ca42_to_p_K41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  41.0777 + -131.259 * tfactors.T9i + -1.68317 * tfactors.T913
                          + 0.692171 * tfactors.T9 + -0.0831029 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  131.259 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.68317 * tfactors.T923i
                                   + 0.692171 + (5.0/3.0) * -0.0831029 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -7243,8 +8376,8 @@ void rate_Ca42_to_p_K41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca42_to_He4_Ar38_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca42_to_He4_Ar38_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca42 --> He4 + Ar38
 
@@ -7259,9 +8392,13 @@ void rate_Ca42_to_He4_Ar38_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  77.5813 + -72.6145 * tfactors.T9i + -71.1296 * tfactors.T913i + 2.75299 * tfactors.T913
                          + -2.43406 * tfactors.T9 + 0.199511 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  72.6145 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -71.1296 * tfactors.T943i + (1.0/3.0) * 2.75299 * tfactors.T923i
                                   + -2.43406 + (5.0/3.0) * 0.199511 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -7275,8 +8412,8 @@ void rate_Ca42_to_He4_Ar38_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca43_to_n_Ca42_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca43_to_n_Ca42_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca43 --> n + Ca42
 
@@ -7291,9 +8428,13 @@ void rate_Ca43_to_n_Ca42_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  37.587 + -92.0254 * tfactors.T9i + -2.75867 * tfactors.T913i + 0.860871 * tfactors.T913
                          + 0.583467 * tfactors.T9 + -0.094473 * tfactors.T953 + -0.09357 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  92.0254 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -2.75867 * tfactors.T943i + (1.0/3.0) * 0.860871 * tfactors.T923i
                                   + 0.583467 + (5.0/3.0) * -0.094473 * tfactors.T923 + -0.09357 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -7307,8 +8448,8 @@ void rate_Ca43_to_n_Ca42_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca43_to_He4_Ar39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca43_to_He4_Ar39_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca43 --> He4 + Ar39
 
@@ -7323,9 +8464,13 @@ void rate_Ca43_to_He4_Ar39_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  77.9582 + -88.096 * tfactors.T9i + -71.1879 * tfactors.T913i + 2.58821 * tfactors.T913
                          + -3.67809 * tfactors.T9 + 0.431537 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  88.096 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -71.1879 * tfactors.T943i + (1.0/3.0) * 2.58821 * tfactors.T923i
                                   + -3.67809 + (5.0/3.0) * 0.431537 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -7339,8 +8484,8 @@ void rate_Ca43_to_He4_Ar39_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca44_to_n_Ca43_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca44_to_n_Ca43_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca44 --> n + Ca43
 
@@ -7355,9 +8500,13 @@ void rate_Ca44_to_n_Ca43_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.4384 + -129.179 * tfactors.T9i + -1.26512 * tfactors.T913i + 6.74718 * tfactors.T913
                          + -0.673582 * tfactors.T9 + 0.0412245 * tfactors.T953 + -0.80362 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  129.179 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -1.26512 * tfactors.T943i + (1.0/3.0) * 6.74718 * tfactors.T923i
                                   + -0.673582 + (5.0/3.0) * 0.0412245 * tfactors.T923 + -0.80362 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -7371,8 +8520,8 @@ void rate_Ca44_to_n_Ca43_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca44_to_He4_Ar40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca44_to_He4_Ar40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca44 --> He4 + Ar40
 
@@ -7387,9 +8536,13 @@ void rate_Ca44_to_He4_Ar40_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  76.1857 + -102.74 * tfactors.T9i + -71.2432 * tfactors.T913i + 6.75101 * tfactors.T913
                          + -5.53183 * tfactors.T9 + 0.667023 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  102.74 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -71.2432 * tfactors.T943i + (1.0/3.0) * 6.75101 * tfactors.T923i
                                   + -5.53183 + (5.0/3.0) * 0.667023 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -7403,8 +8556,8 @@ void rate_Ca44_to_He4_Ar40_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca45_to_n_Ca44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca45_to_n_Ca44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca45 --> n + Ca44
 
@@ -7419,9 +8572,13 @@ void rate_Ca45_to_n_Ca44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  23.6235 + -85.8488 * tfactors.T9i + -17.5809 * tfactors.T913i + 30.835 * tfactors.T913
                          + -1.52658 * tfactors.T9 + 0.0495163 * tfactors.T953 + -13.0794 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  85.8488 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -17.5809 * tfactors.T943i + (1.0/3.0) * 30.835 * tfactors.T923i
                                   + -1.52658 + (5.0/3.0) * 0.0495163 * tfactors.T923 + -13.0794 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -7435,8 +8592,8 @@ void rate_Ca45_to_n_Ca44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca46_to_n_Ca45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca46_to_n_Ca45_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca46 --> n + Ca45
 
@@ -7451,9 +8608,13 @@ void rate_Ca46_to_n_Ca45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  48.3638 + -120.708 * tfactors.T9i + 5.01526 * tfactors.T913i + -14.4226 * tfactors.T913
                          + 1.37087 * tfactors.T9 + -0.111582 * tfactors.T953 + 6.37661 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  120.708 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 5.01526 * tfactors.T943i + (1.0/3.0) * -14.4226 * tfactors.T923i
                                   + 1.37087 + (5.0/3.0) * -0.111582 * tfactors.T923 + 6.37661 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -7467,8 +8628,8 @@ void rate_Ca46_to_n_Ca45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca47_to_n_Ca46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca47_to_n_Ca46_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca47 --> n + Ca46
 
@@ -7483,9 +8644,13 @@ void rate_Ca47_to_n_Ca46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  20.7079 + -84.2309 * tfactors.T9i + -19.7417 * tfactors.T913i + 35.2401 * tfactors.T913
                          + -1.61262 * tfactors.T9 + 0.0443701 * tfactors.T953 + -15.2507 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  84.2309 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -19.7417 * tfactors.T943i + (1.0/3.0) * 35.2401 * tfactors.T923i
                                   + -1.61262 + (5.0/3.0) * 0.0443701 * tfactors.T923 + -15.2507 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -7499,8 +8664,8 @@ void rate_Ca47_to_n_Ca46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ca48_to_n_Ca47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ca48_to_n_Ca47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca48 --> n + Ca47
 
@@ -7515,9 +8680,13 @@ void rate_Ca48_to_n_Ca47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  40.9752 + -115.41 * tfactors.T9i + -2.88636 * tfactors.T913
                          + 0.79581 * tfactors.T9 + -0.0872236 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  115.41 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -2.88636 * tfactors.T923i
                                   + 0.79581 + (5.0/3.0) * -0.0872236 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -7531,8 +8700,8 @@ void rate_Ca48_to_n_Ca47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Sc43_to_p_Ca42_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Sc43_to_p_Ca42_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc43 --> p + Ca42
 
@@ -7547,9 +8716,13 @@ void rate_Sc43_to_p_Ca42_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  57.4102 + -57.2082 * tfactors.T9i + -31.1381 * tfactors.T913i + -0.151667 * tfactors.T913
                          + -1.76926 * tfactors.T9 + 0.219569 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  57.2082 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -31.1381 * tfactors.T943i + (1.0/3.0) * -0.151667 * tfactors.T923i
                                   + -1.76926 + (5.0/3.0) * 0.219569 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -7563,8 +8736,8 @@ void rate_Sc43_to_p_Ca42_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Sc43_to_He4_K39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Sc43_to_He4_K39_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc43 --> He4 + K39
 
@@ -7579,9 +8752,13 @@ void rate_Sc43_to_He4_K39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  78.3727 + -55.7693 * tfactors.T9i + -73.8006 * tfactors.T913i + 1.87885 * tfactors.T913
                          + -2.75862 * tfactors.T9 + 0.279678 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  55.7693 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -73.8006 * tfactors.T943i + (1.0/3.0) * 1.87885 * tfactors.T923i
                                   + -2.75862 + (5.0/3.0) * 0.279678 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -7595,8 +8772,8 @@ void rate_Sc43_to_He4_K39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Sc44_to_n_Sc43_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Sc44_to_n_Sc43_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc44 --> n + Sc43
 
@@ -7611,9 +8788,13 @@ void rate_Sc44_to_n_Sc43_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  39.9046 + -112.558 * tfactors.T9i + -0.575865 * tfactors.T913
                          + 0.0565199 * tfactors.T9 + -0.0129886 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  112.558 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.575865 * tfactors.T923i
                                   + 0.0565199 + (5.0/3.0) * -0.0129886 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -7627,8 +8808,8 @@ void rate_Sc44_to_n_Sc43_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Sc44_to_p_Ca43_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Sc44_to_p_Ca43_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc44 --> p + Ca43
 
@@ -7643,9 +8824,13 @@ void rate_Sc44_to_p_Ca43_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  59.0796 + -77.7087 * tfactors.T9i + -31.1437 * tfactors.T913i + 1.02701 * tfactors.T913
                          + -1.81612 * tfactors.T9 + 0.197287 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  77.7087 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -31.1437 * tfactors.T943i + (1.0/3.0) * 1.02701 * tfactors.T923i
                                   + -1.81612 + (5.0/3.0) * 0.197287 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -7659,8 +8844,8 @@ void rate_Sc44_to_p_Ca43_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Sc44_to_He4_K40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Sc44_to_He4_K40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc44 --> He4 + K40
 
@@ -7675,9 +8860,13 @@ void rate_Sc44_to_He4_K40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  81.5063 + -77.8175 * tfactors.T9i + -73.858 * tfactors.T913i + -1.10691 * tfactors.T913
                          + -2.42921 * tfactors.T9 + 0.294 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  77.8175 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -73.858 * tfactors.T943i + (1.0/3.0) * -1.10691 * tfactors.T923i
                                   + -2.42921 + (5.0/3.0) * 0.294 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -7691,8 +8880,8 @@ void rate_Sc44_to_He4_K40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Sc45_to_n_Sc44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Sc45_to_n_Sc44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc45 --> n + Sc44
 
@@ -7707,9 +8896,13 @@ void rate_Sc45_to_n_Sc44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  40.2726 + -131.398 * tfactors.T9i + -1.31922 * tfactors.T913
                          + 0.167096 * tfactors.T9 + -0.0191676 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  131.398 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.31922 * tfactors.T923i
                                   + 0.167096 + (5.0/3.0) * -0.0191676 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -7723,8 +8916,8 @@ void rate_Sc45_to_n_Sc44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Sc45_to_p_Ca44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Sc45_to_p_Ca44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc45 --> p + Ca44
 
@@ -7739,9 +8932,13 @@ void rate_Sc45_to_p_Ca44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  56.5963 + -79.935 * tfactors.T9i + -31.1491 * tfactors.T913i + 0.402181 * tfactors.T913
                          + -1.30287 * tfactors.T9 + 0.135535 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  79.935 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -31.1491 * tfactors.T943i + (1.0/3.0) * 0.402181 * tfactors.T923i
                                   + -1.30287 + (5.0/3.0) * 0.135535 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -7755,8 +8952,8 @@ void rate_Sc45_to_p_Ca44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Sc45_to_He4_K41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Sc45_to_He4_K41_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc45 --> He4 + K41
 
@@ -7771,9 +8968,13 @@ void rate_Sc45_to_He4_K41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  79.0608 + -92.0658 * tfactors.T9i + -73.9127 * tfactors.T913i + 0.81435 * tfactors.T913
                          + -2.90813 * tfactors.T9 + 0.335176 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  92.0658 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -73.9127 * tfactors.T943i + (1.0/3.0) * 0.81435 * tfactors.T923i
                                   + -2.90813 + (5.0/3.0) * 0.335176 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -7787,8 +8988,8 @@ void rate_Sc45_to_He4_K41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Sc46_to_n_Sc45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Sc46_to_n_Sc45_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc46 --> n + Sc45
 
@@ -7803,9 +9004,13 @@ void rate_Sc46_to_n_Sc45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  30.1819 + -101.612 * tfactors.T9i + -6.18502 * tfactors.T913i + 16.5806 * tfactors.T913
                          + -1.45949 * tfactors.T9 + 0.0995696 * tfactors.T953 + -5.03696 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  101.612 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -6.18502 * tfactors.T943i + (1.0/3.0) * 16.5806 * tfactors.T923i
                                   + -1.45949 + (5.0/3.0) * 0.0995696 * tfactors.T923 + -5.03696 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -7819,8 +9024,8 @@ void rate_Sc46_to_n_Sc45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Sc46_to_p_Ca45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Sc46_to_p_Ca45_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc46 --> p + Ca45
 
@@ -7835,9 +9040,13 @@ void rate_Sc46_to_p_Ca45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  62.541 + -95.5531 * tfactors.T9i + -31.1543 * tfactors.T913i + -6.97397 * tfactors.T913
                          + -0.344025 * tfactors.T9 + 0.128258 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  95.5531 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -31.1543 * tfactors.T943i + (1.0/3.0) * -6.97397 * tfactors.T923i
                                   + -0.344025 + (5.0/3.0) * 0.128258 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -7851,8 +9060,8 @@ void rate_Sc46_to_p_Ca45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Sc47_to_n_Sc46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Sc47_to_n_Sc46_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc47 --> n + Sc46
 
@@ -7867,9 +9076,13 @@ void rate_Sc47_to_n_Sc46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  41.5248 + -123.539 * tfactors.T9i + 1.157 * tfactors.T913i + -3.39674 * tfactors.T913
                          + 0.179575 * tfactors.T9 + -0.00780135 * tfactors.T953 + 2.28349 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  123.539 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 1.157 * tfactors.T943i + (1.0/3.0) * -3.39674 * tfactors.T923i
                                   + 0.179575 + (5.0/3.0) * -0.00780135 * tfactors.T923 + 2.28349 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -7883,8 +9096,8 @@ void rate_Sc47_to_n_Sc46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Sc47_to_p_Ca46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Sc47_to_p_Ca46_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc47 --> p + Ca46
 
@@ -7899,9 +9112,13 @@ void rate_Sc47_to_p_Ca46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  55.9566 + -98.4759 * tfactors.T9i + -31.1593 * tfactors.T913i + 0.979497 * tfactors.T913
                          + -1.14947 * tfactors.T9 + 0.064347 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  98.4759 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -31.1593 * tfactors.T943i + (1.0/3.0) * 0.979497 * tfactors.T923i
                                   + -1.14947 + (5.0/3.0) * 0.064347 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -7915,8 +9132,8 @@ void rate_Sc47_to_p_Ca46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Sc48_to_n_Sc47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Sc48_to_n_Sc47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc48 --> n + Sc47
 
@@ -7931,9 +9148,13 @@ void rate_Sc48_to_n_Sc47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  37.5173 + -95.5526 * tfactors.T9i + 0.297987 * tfactors.T913i + 0.438296 * tfactors.T913
                          + 0.0468739 * tfactors.T9 + -0.0255895 * tfactors.T953 + 1.27272 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  95.5526 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 0.297987 * tfactors.T943i + (1.0/3.0) * 0.438296 * tfactors.T923i
                                   + 0.0468739 + (5.0/3.0) * -0.0255895 * tfactors.T923 + 1.27272 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -7947,8 +9168,8 @@ void rate_Sc48_to_n_Sc47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Sc48_to_p_Ca47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Sc48_to_p_Ca47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc48 --> p + Ca47
 
@@ -7963,9 +9184,13 @@ void rate_Sc48_to_p_Ca47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  52.7642 + -109.604 * tfactors.T9i + -31.164 * tfactors.T913i + -2.03245 * tfactors.T913
                          + 0.0494826 * tfactors.T9 + 0.00201831 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  109.604 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -31.164 * tfactors.T943i + (1.0/3.0) * -2.03245 * tfactors.T923i
                                   + 0.0494826 + (5.0/3.0) * 0.00201831 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -7979,8 +9204,8 @@ void rate_Sc48_to_p_Ca47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Sc49_to_n_Sc48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Sc49_to_n_Sc48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc49 --> n + Sc48
 
@@ -7995,9 +9220,13 @@ void rate_Sc49_to_n_Sc48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  41.8913 + -117.592 * tfactors.T9i + 2.32858 * tfactors.T913i + -6.44325 * tfactors.T913
                          + 0.608389 * tfactors.T9 + -0.0534156 * tfactors.T953 + 3.63196 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  117.592 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 2.32858 * tfactors.T943i + (1.0/3.0) * -6.44325 * tfactors.T923i
                                   + 0.608389 + (5.0/3.0) * -0.0534156 * tfactors.T923 + 3.63196 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -8011,8 +9240,8 @@ void rate_Sc49_to_n_Sc48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Sc49_to_p_Ca48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Sc49_to_p_Ca48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc49 --> p + Ca48
 
@@ -8027,9 +9256,13 @@ void rate_Sc49_to_p_Ca48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  55.4528 + -111.719 * tfactors.T9i + -31.1685 * tfactors.T913i + 2.20987 * tfactors.T913
                          + -2.24347 * tfactors.T9 + 0.239302 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  111.719 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -31.1685 * tfactors.T943i + (1.0/3.0) * 2.20987 * tfactors.T923i
                                   + -2.24347 + (5.0/3.0) * 0.239302 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -8043,8 +9276,8 @@ void rate_Sc49_to_p_Ca48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti44_to_p_Sc43_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti44_to_p_Sc43_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti44 --> p + Sc43
 
@@ -8059,9 +9292,13 @@ void rate_Ti44_to_p_Sc43_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  62.5939 + -100.373 * tfactors.T9i + -32.1734 * tfactors.T913i + -1.77078 * tfactors.T913
                          + -2.21706 * tfactors.T9 + 0.298499 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  100.373 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -32.1734 * tfactors.T943i + (1.0/3.0) * -1.77078 * tfactors.T923i
                                   + -2.21706 + (5.0/3.0) * 0.298499 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -8075,8 +9312,8 @@ void rate_Ti44_to_p_Sc43_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti44_to_He4_Ca40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti44_to_He4_Ca40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti44 --> He4 + Ca40
 
@@ -8091,9 +9328,13 @@ void rate_Ti44_to_He4_Ca40_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  78.6991 + -59.4974 * tfactors.T9i + -76.4273 * tfactors.T913i + 3.87451 * tfactors.T913
                          + -3.61477 * tfactors.T9 + 0.367451 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  59.4974 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -76.4273 * tfactors.T943i + (1.0/3.0) * 3.87451 * tfactors.T923i
                                   + -3.61477 + (5.0/3.0) * 0.367451 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -8107,8 +9348,8 @@ void rate_Ti44_to_He4_Ca40_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti45_to_n_Ti44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti45_to_n_Ti44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti45 --> n + Ti44
 
@@ -8123,9 +9364,13 @@ void rate_Ti45_to_n_Ti44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.8432 + -110.575 * tfactors.T9i + 1.01203 * tfactors.T913
                          + -0.201174 * tfactors.T9 + 0.00360954 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  110.575 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 1.01203 * tfactors.T923i
                                   + -0.201174 + (5.0/3.0) * 0.00360954 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -8139,8 +9384,8 @@ void rate_Ti45_to_n_Ti44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti45_to_p_Sc44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti45_to_p_Sc44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti45 --> p + Sc44
 
@@ -8155,9 +9400,13 @@ void rate_Ti45_to_p_Sc44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  58.3467 + -98.3901 * tfactors.T9i + -32.179 * tfactors.T913i + 1.40668 * tfactors.T913
                          + -2.02828 * tfactors.T9 + 0.230326 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  98.3901 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -32.179 * tfactors.T943i + (1.0/3.0) * 1.40668 * tfactors.T923i
                                   + -2.02828 + (5.0/3.0) * 0.230326 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -8171,8 +9420,8 @@ void rate_Ti45_to_p_Sc44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti45_to_He4_Ca41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti45_to_He4_Ca41_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti45 --> He4 + Ca41
 
@@ -8187,9 +9436,13 @@ void rate_Ti45_to_He4_Ca41_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  79.5829 + -73.0258 * tfactors.T9i + -76.4839 * tfactors.T913i + 3.03748 * tfactors.T913
                          + -2.59814 * tfactors.T9 + 0.210582 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  73.0258 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -76.4839 * tfactors.T943i + (1.0/3.0) * 3.03748 * tfactors.T923i
                                   + -2.59814 + (5.0/3.0) * 0.210582 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -8203,8 +9456,8 @@ void rate_Ti45_to_He4_Ca41_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti46_to_n_Ti45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti46_to_n_Ti45_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti46 --> n + Ti45
 
@@ -8219,9 +9472,13 @@ void rate_Ti46_to_n_Ti45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  42.8852 + -153.052 * tfactors.T9i + -1.55633 * tfactors.T913
                          + 0.300783 * tfactors.T9 + -0.0373696 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  153.052 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.55633 * tfactors.T923i
                                   + 0.300783 + (5.0/3.0) * -0.0373696 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -8235,8 +9492,8 @@ void rate_Ti46_to_n_Ti45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti46_to_p_Sc45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti46_to_p_Sc45_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti46 --> p + Sc45
 
@@ -8251,9 +9508,13 @@ void rate_Ti46_to_p_Sc45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  60.5905 + -120.044 * tfactors.T9i + -32.1843 * tfactors.T913i + 1.38642 * tfactors.T913
                          + -1.64811 * tfactors.T9 + 0.157323 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  120.044 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -32.1843 * tfactors.T943i + (1.0/3.0) * 1.38642 * tfactors.T923i
                                   + -1.64811 + (5.0/3.0) * 0.157323 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -8267,8 +9528,8 @@ void rate_Ti46_to_p_Sc45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti46_to_He4_Ca42_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti46_to_He4_Ca42_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti46 --> He4 + Ca42
 
@@ -8283,9 +9544,13 @@ void rate_Ti46_to_He4_Ca42_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  79.7886 + -92.8507 * tfactors.T9i + -76.5379 * tfactors.T913i + 2.80099 * tfactors.T913
                          + -2.34788 * tfactors.T9 + 0.150014 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  92.8507 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -76.5379 * tfactors.T943i + (1.0/3.0) * 2.80099 * tfactors.T923i
                                   + -2.34788 + (5.0/3.0) * 0.150014 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -8299,8 +9564,8 @@ void rate_Ti46_to_He4_Ca42_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti47_to_n_Ti46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti47_to_n_Ti46_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti47 --> n + Ti46
 
@@ -8315,9 +9580,13 @@ void rate_Ti47_to_n_Ti46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  34.1579 + -102.963 * tfactors.T9i + -7.30817 * tfactors.T913i + 10.713 * tfactors.T913
                          + -0.537251 * tfactors.T9 + 0.0187304 * tfactors.T953 + -3.88893 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  102.963 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -7.30817 * tfactors.T943i + (1.0/3.0) * 10.713 * tfactors.T923i
                                   + -0.537251 + (5.0/3.0) * 0.0187304 * tfactors.T923 + -3.88893 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -8331,8 +9600,8 @@ void rate_Ti47_to_n_Ti46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti47_to_p_Sc46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti47_to_p_Sc46_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti47 --> p + Sc46
 
@@ -8347,9 +9616,13 @@ void rate_Ti47_to_p_Sc46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  158.586 + -126.911 * tfactors.T9i + 212.079 * tfactors.T913i + -358.599 * tfactors.T913
                          + 19.2793 * tfactors.T9 + -1.01913 * tfactors.T953 + 177.754 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  126.911 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 212.079 * tfactors.T943i + (1.0/3.0) * -358.599 * tfactors.T923i
                                   + 19.2793 + (5.0/3.0) * -1.01913 * tfactors.T923 + 177.754 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -8363,8 +9636,8 @@ void rate_Ti47_to_p_Sc46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti47_to_He4_Ca43_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti47_to_He4_Ca43_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti47 --> He4 + Ca43
 
@@ -8379,9 +9652,13 @@ void rate_Ti47_to_He4_Ca43_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  85.7166 + -103.845 * tfactors.T9i + -76.5897 * tfactors.T913i + -7.46117 * tfactors.T913
                          + -0.574977 * tfactors.T9 + 0.115742 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  103.845 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -76.5897 * tfactors.T943i + (1.0/3.0) * -7.46117 * tfactors.T923i
                                   + -0.574977 + (5.0/3.0) * 0.115742 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -8395,8 +9672,8 @@ void rate_Ti47_to_He4_Ca43_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti48_to_n_Ti47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti48_to_n_Ti47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti48 --> n + Ti47
 
@@ -8411,9 +9688,13 @@ void rate_Ti48_to_n_Ti47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  40.3394 + -134.911 * tfactors.T9i + -2.34945 * tfactors.T913i + 3.2238 * tfactors.T913
                          + -0.0455487 * tfactors.T9 + -0.0153771 * tfactors.T953 + -0.60785 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  134.911 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -2.34945 * tfactors.T943i + (1.0/3.0) * 3.2238 * tfactors.T923i
                                   + -0.0455487 + (5.0/3.0) * -0.0153771 * tfactors.T923 + -0.60785 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -8427,8 +9708,8 @@ void rate_Ti48_to_n_Ti47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti48_to_p_Sc47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti48_to_p_Sc47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti48 --> p + Sc47
 
@@ -8443,9 +9724,13 @@ void rate_Ti48_to_p_Sc47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  76.1705 + -137.87 * tfactors.T9i + 155.189 * tfactors.T913i + -211.783 * tfactors.T913
                          + 9.70286 * tfactors.T9 + -0.48757 * tfactors.T953 + 118.807 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  137.87 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 155.189 * tfactors.T943i + (1.0/3.0) * -211.783 * tfactors.T923i
                                   + 9.70286 + (5.0/3.0) * -0.48757 * tfactors.T923 + 118.807 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -8459,8 +9744,8 @@ void rate_Ti48_to_p_Sc47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti48_to_He4_Ca44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti48_to_He4_Ca44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti48 --> He4 + Ca44
 
@@ -8475,9 +9760,13 @@ void rate_Ti48_to_He4_Ca44_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  80.8784 + -109.595 * tfactors.T9i + -76.6391 * tfactors.T913i + 2.70825 * tfactors.T913
                          + -4.48808 * tfactors.T9 + 0.582872 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  109.595 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -76.6391 * tfactors.T943i + (1.0/3.0) * 2.70825 * tfactors.T923i
                                   + -4.48808 + (5.0/3.0) * 0.582872 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -8491,8 +9780,8 @@ void rate_Ti48_to_He4_Ca44_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti49_to_n_Ti48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti49_to_n_Ti48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti49 --> n + Ti48
 
@@ -8507,9 +9796,13 @@ void rate_Ti49_to_n_Ti48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  4.8075 + -94.1668 * tfactors.T9i + -32.4895 * tfactors.T913i + 67.9234 * tfactors.T913
                          + -4.27126 * tfactors.T9 + 0.230364 * tfactors.T953 + -27.9521 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  94.1668 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -32.4895 * tfactors.T943i + (1.0/3.0) * 67.9234 * tfactors.T923i
                                   + -4.27126 + (5.0/3.0) * 0.230364 * tfactors.T923 + -27.9521 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -8523,8 +9816,8 @@ void rate_Ti49_to_n_Ti48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti49_to_p_Sc48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti49_to_p_Sc48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti49 --> p + Sc48
 
@@ -8539,9 +9832,13 @@ void rate_Ti49_to_p_Sc48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  125.332 + -137.251 * tfactors.T9i + 198.826 * tfactors.T913i + -313.844 * tfactors.T913
                          + 17.0251 * tfactors.T9 + -0.945704 * tfactors.T953 + 160.904 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  137.251 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 198.826 * tfactors.T943i + (1.0/3.0) * -313.844 * tfactors.T923i
                                   + 17.0251 + (5.0/3.0) * -0.945704 * tfactors.T923 + 160.904 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -8555,8 +9852,8 @@ void rate_Ti49_to_p_Sc48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti49_to_He4_Ca45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti49_to_He4_Ca45_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti49 --> He4 + Ca45
 
@@ -8571,9 +9868,13 @@ void rate_Ti49_to_He4_Ca45_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  82.6247 + -118.039 * tfactors.T9i + -76.6866 * tfactors.T913i + -9.95306 * tfactors.T913
                          + 1.72367 * tfactors.T9 + -0.226004 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  118.039 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -76.6866 * tfactors.T943i + (1.0/3.0) * -9.95306 * tfactors.T923i
                                   + 1.72367 + (5.0/3.0) * -0.226004 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -8587,8 +9888,8 @@ void rate_Ti49_to_He4_Ca45_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti50_to_n_Ti49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti50_to_n_Ti49_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti50 --> n + Ti49
 
@@ -8603,9 +9904,13 @@ void rate_Ti50_to_n_Ti49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  39.3875 + -126.916 * tfactors.T9i + -2.8384 * tfactors.T913i + 4.10103 * tfactors.T913
                          + -0.0325714 * tfactors.T9 + -0.0305035 * tfactors.T953 + -0.8012 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  126.916 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -2.8384 * tfactors.T943i + (1.0/3.0) * 4.10103 * tfactors.T923i
                                   + -0.0325714 + (5.0/3.0) * -0.0305035 * tfactors.T923 + -0.8012 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -8619,8 +9924,8 @@ void rate_Ti50_to_n_Ti49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti50_to_p_Sc49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti50_to_p_Sc49_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti50 --> p + Sc49
 
@@ -8635,9 +9940,13 @@ void rate_Ti50_to_p_Sc49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  132.698 + -146.58 * tfactors.T9i + 195.561 * tfactors.T913i + -317.373 * tfactors.T913
                          + 17.5352 * tfactors.T9 + -0.999861 * tfactors.T953 + 160.884 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  146.58 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 195.561 * tfactors.T943i + (1.0/3.0) * -317.373 * tfactors.T923i
                                   + 17.5352 + (5.0/3.0) * -0.999861 * tfactors.T923 + 160.884 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -8651,8 +9960,8 @@ void rate_Ti50_to_p_Sc49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti50_to_He4_Ca46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti50_to_He4_Ca46_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti50 --> He4 + Ca46
 
@@ -8667,9 +9976,13 @@ void rate_Ti50_to_He4_Ca46_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  87.8722 + -124.36 * tfactors.T9i + -76.732 * tfactors.T913i + -13.6546 * tfactors.T913
                          + 1.61796 * tfactors.T9 + -0.159 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  124.36 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -76.732 * tfactors.T943i + (1.0/3.0) * -13.6546 * tfactors.T923i
                                   + 1.61796 + (5.0/3.0) * -0.159 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -8683,8 +9996,8 @@ void rate_Ti50_to_He4_Ca46_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti51_to_n_Ti50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti51_to_n_Ti50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti51 --> n + Ti50
 
@@ -8699,9 +10012,13 @@ void rate_Ti51_to_n_Ti50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  62.6945 + -73.9572 * tfactors.T9i + 7.07296 * tfactors.T913i + -37.8514 * tfactors.T913
                          + 4.03187 * tfactors.T9 + -0.339274 * tfactors.T953 + 12.9094 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  73.9572 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 7.07296 * tfactors.T943i + (1.0/3.0) * -37.8514 * tfactors.T923i
                                   + 4.03187 + (5.0/3.0) * -0.339274 * tfactors.T923 + 12.9094 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -8715,8 +10032,8 @@ void rate_Ti51_to_n_Ti50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ti51_to_He4_Ca47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ti51_to_He4_Ca47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti51 --> He4 + Ca47
 
@@ -8731,9 +10048,13 @@ void rate_Ti51_to_He4_Ca47_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  76.3409 + -113.871 * tfactors.T9i + -76.7758 * tfactors.T913i + -1.97823 * tfactors.T913
                          + -0.552991 * tfactors.T9 + 0.0318371 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  113.871 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -76.7758 * tfactors.T943i + (1.0/3.0) * -1.97823 * tfactors.T923i
                                   + -0.552991 + (5.0/3.0) * 0.0318371 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -8747,8 +10068,8 @@ void rate_Ti51_to_He4_Ca47_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_V46_to_p_Ti45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_V46_to_p_Ti45_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V46 --> p + Ti45
 
@@ -8763,9 +10084,13 @@ void rate_V46_to_p_Ti45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  63.199 + -62.1566 * tfactors.T9i + -33.1981 * tfactors.T913i + -1.66837 * tfactors.T913
                          + -2.50285 * tfactors.T9 + 0.349152 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  62.1566 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -33.1981 * tfactors.T943i + (1.0/3.0) * -1.66837 * tfactors.T923i
                                   + -2.50285 + (5.0/3.0) * 0.349152 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -8779,8 +10104,8 @@ void rate_V46_to_p_Ti45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_V47_to_n_V46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_V47_to_n_V46_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V47 --> n + V46
 
@@ -8795,9 +10120,13 @@ void rate_V47_to_n_V46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  38.0277 + -150.863 * tfactors.T9i + -0.692996 * tfactors.T913
                          + 0.316873 * tfactors.T9 + -0.0417235 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  150.863 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.692996 * tfactors.T923i
                                   + 0.316873 + (5.0/3.0) * -0.0417235 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -8811,8 +10140,8 @@ void rate_V47_to_n_V46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_V47_to_p_Ti46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_V47_to_p_Ti46_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V47 --> p + Ti46
 
@@ -8827,9 +10156,13 @@ void rate_V47_to_p_Ti46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  58.0555 + -59.9674 * tfactors.T9i + -33.2034 * tfactors.T913i + 0.505619 * tfactors.T913
                          + -1.73654 * tfactors.T9 + 0.207342 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  59.9674 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -33.2034 * tfactors.T943i + (1.0/3.0) * 0.505619 * tfactors.T923i
                                   + -1.73654 + (5.0/3.0) * 0.207342 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -8843,8 +10176,8 @@ void rate_V47_to_p_Ti46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_V47_to_He4_Sc43_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_V47_to_He4_Sc43_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V47 --> He4 + Sc43
 
@@ -8859,9 +10192,13 @@ void rate_V47_to_He4_Sc43_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  84.6713 + -95.6099 * tfactors.T9i + -79.122 * tfactors.T913i + -7.07006 * tfactors.T913
                          + 0.424183 * tfactors.T9 + -0.0665231 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  95.6099 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -79.122 * tfactors.T943i + (1.0/3.0) * -7.07006 * tfactors.T923i
                                   + 0.424183 + (5.0/3.0) * -0.0665231 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -8875,8 +10212,8 @@ void rate_V47_to_He4_Sc43_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_V48_to_n_V47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_V48_to_n_V47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V48 --> n + V47
 
@@ -8891,9 +10228,13 @@ void rate_V48_to_n_V47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  40.4146 + -122.366 * tfactors.T9i + -2.40159 * tfactors.T913
                          + 0.594573 * tfactors.T9 + -0.0682896 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  122.366 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -2.40159 * tfactors.T923i
                                   + 0.594573 + (5.0/3.0) * -0.0682896 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -8907,8 +10248,8 @@ void rate_V48_to_n_V47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_V48_to_p_Ti47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_V48_to_p_Ti47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V48 --> p + Ti47
 
@@ -8923,9 +10264,13 @@ void rate_V48_to_p_Ti47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  58.4638 + -79.2815 * tfactors.T9i + -33.2084 * tfactors.T913i + 1.06738 * tfactors.T913
                          + -1.55342 * tfactors.T9 + 0.159225 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  79.2815 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -33.2084 * tfactors.T943i + (1.0/3.0) * 1.06738 * tfactors.T923i
                                   + -1.55342 + (5.0/3.0) * 0.159225 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -8939,8 +10284,8 @@ void rate_V48_to_p_Ti47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_V48_to_He4_Sc44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_V48_to_He4_Sc44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V48 --> He4 + Sc44
 
@@ -8955,9 +10300,13 @@ void rate_V48_to_He4_Sc44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  81.006 + -105.418 * tfactors.T9i + -79.1731 * tfactors.T913i + -4.22583 * tfactors.T913
                          + -0.427863 * tfactors.T9 + 0.0235817 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  105.418 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -79.1731 * tfactors.T943i + (1.0/3.0) * -4.22583 * tfactors.T923i
                                   + -0.427863 + (5.0/3.0) * 0.0235817 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -8971,8 +10320,8 @@ void rate_V48_to_He4_Sc44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_V49_to_n_V48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_V49_to_n_V48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V49 --> n + V48
 
@@ -8987,9 +10336,13 @@ void rate_V49_to_n_V48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  41.6761 + -134.066 * tfactors.T9i + -0.917026 * tfactors.T913
                          + -0.109162 * tfactors.T9 + 0.0127488 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  134.066 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.917026 * tfactors.T923i
                                   + -0.109162 + (5.0/3.0) * 0.0127488 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -9003,8 +10356,8 @@ void rate_V49_to_n_V48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_V49_to_p_Ti48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_V49_to_p_Ti48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V49 --> p + Ti48
 
@@ -9019,9 +10372,13 @@ void rate_V49_to_p_Ti48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  56.8861 + -78.4254 * tfactors.T9i + -33.2133 * tfactors.T913i + 0.564373 * tfactors.T913
                          + -1.18789 * tfactors.T9 + 0.110892 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  78.4254 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -33.2133 * tfactors.T943i + (1.0/3.0) * 0.564373 * tfactors.T923i
                                   + -1.18789 + (5.0/3.0) * 0.110892 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -9035,8 +10392,8 @@ void rate_V49_to_p_Ti48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_V49_to_He4_Sc45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_V49_to_He4_Sc45_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V49 --> He4 + Sc45
 
@@ -9051,9 +10408,13 @@ void rate_V49_to_He4_Sc45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  85.107 + -108.085 * tfactors.T9i + -79.222 * tfactors.T913i + -5.31022 * tfactors.T913
                          + -1.37323 * tfactors.T9 + 0.21679 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  108.085 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -79.222 * tfactors.T943i + (1.0/3.0) * -5.31022 * tfactors.T923i
                                   + -1.37323 + (5.0/3.0) * 0.21679 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -9067,8 +10428,8 @@ void rate_V49_to_He4_Sc45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_V50_to_n_V49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_V50_to_n_V49_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V50 --> n + V49
 
@@ -9083,9 +10444,13 @@ void rate_V50_to_n_V49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  40.7345 + -108.339 * tfactors.T9i + -1.8725 * tfactors.T913
                          + 0.291609 * tfactors.T9 + -0.0370216 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  108.339 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.8725 * tfactors.T923i
                                   + 0.291609 + (5.0/3.0) * -0.0370216 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -9099,8 +10464,8 @@ void rate_V50_to_n_V49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_V50_to_p_Ti49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_V50_to_p_Ti49_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V50 --> p + Ti49
 
@@ -9115,9 +10480,13 @@ void rate_V50_to_p_Ti49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  57.1941 + -92.2758 * tfactors.T9i + -33.2179 * tfactors.T913i + 3.05321 * tfactors.T913
                          + -2.48884 * tfactors.T9 + 0.254524 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  92.2758 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -33.2179 * tfactors.T943i + (1.0/3.0) * 3.05321 * tfactors.T923i
                                   + -2.48884 + (5.0/3.0) * 0.254524 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -9131,8 +10500,8 @@ void rate_V50_to_p_Ti49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_V50_to_He4_Sc46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_V50_to_He4_Sc46_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V50 --> He4 + Sc46
 
@@ -9147,9 +10516,13 @@ void rate_V50_to_He4_Sc46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -928.723 + -98.9689 * tfactors.T9i + -1681.31 * tfactors.T913i + 2743.27 * tfactors.T913
                          + -162.405 * tfactors.T9 + 9.24681 * tfactors.T953 + -1291.28 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  98.9689 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -1681.31 * tfactors.T943i + (1.0/3.0) * 2743.27 * tfactors.T923i
                                   + -162.405 + (5.0/3.0) * 9.24681 * tfactors.T923 + -1291.28 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -9163,8 +10536,8 @@ void rate_V50_to_He4_Sc46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_V51_to_n_V50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_V51_to_n_V50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V51 --> n + V50
 
@@ -9179,9 +10552,13 @@ void rate_V51_to_n_V50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  50.6387 + -128.363 * tfactors.T9i + 10.9535 * tfactors.T913i + -23.1254 * tfactors.T913
                          + 1.53091 * tfactors.T9 + -0.0992995 * tfactors.T953 + 11.122 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  128.363 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 10.9535 * tfactors.T943i + (1.0/3.0) * -23.1254 * tfactors.T923i
                                   + 1.53091 + (5.0/3.0) * -0.0992995 * tfactors.T923 + 11.122 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -9195,8 +10572,8 @@ void rate_V51_to_n_V50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_V51_to_p_Ti50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_V51_to_p_Ti50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V51 --> p + Ti50
 
@@ -9211,9 +10588,13 @@ void rate_V51_to_p_Ti50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  56.7227 + -93.575 * tfactors.T9i + -33.2224 * tfactors.T913i + 0.579407 * tfactors.T913
                          + -0.949378 * tfactors.T9 + 0.0567069 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  93.575 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -33.2224 * tfactors.T943i + (1.0/3.0) * 0.579407 * tfactors.T923i
                                   + -0.949378 + (5.0/3.0) * 0.0567069 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -9227,8 +10608,8 @@ void rate_V51_to_p_Ti50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_V51_to_He4_Sc47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_V51_to_He4_Sc47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V51 --> He4 + Sc47
 
@@ -9243,9 +10624,13 @@ void rate_V51_to_He4_Sc47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -1013.09 + -104.128 * tfactors.T9i + -1682.84 * tfactors.T913i + 2838.54 * tfactors.T913
                          + -171.874 * tfactors.T9 + 9.93236 * tfactors.T953 + -1315.92 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  104.128 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -1682.84 * tfactors.T943i + (1.0/3.0) * 2838.54 * tfactors.T923i
                                   + -171.874 + (5.0/3.0) * 9.93236 * tfactors.T923 + -1315.92 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -9259,8 +10644,8 @@ void rate_V51_to_He4_Sc47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_V52_to_n_V51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_V52_to_n_V51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V52 --> n + V51
 
@@ -9275,9 +10660,13 @@ void rate_V52_to_n_V51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  27.2469 + -84.8349 * tfactors.T9i + -4.14102 * tfactors.T913i + 17.4073 * tfactors.T913
                          + -1.59715 * tfactors.T9 + 0.114181 * tfactors.T953 + -4.43987 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  84.8349 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -4.14102 * tfactors.T943i + (1.0/3.0) * 17.4073 * tfactors.T923i
                                   + -1.59715 + (5.0/3.0) * 0.114181 * tfactors.T923 + -4.43987 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -9291,8 +10680,8 @@ void rate_V52_to_n_V51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_V52_to_p_Ti51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_V52_to_p_Ti51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V52 --> p + Ti51
 
@@ -9307,9 +10696,13 @@ void rate_V52_to_p_Ti51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  153.463 + -110.28 * tfactors.T9i + 220.953 * tfactors.T913i + -370.119 * tfactors.T913
                          + 21.0839 * tfactors.T9 + -1.22336 * tfactors.T953 + 183.832 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  110.28 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 220.953 * tfactors.T943i + (1.0/3.0) * -370.119 * tfactors.T923i
                                   + 21.0839 + (5.0/3.0) * -1.22336 * tfactors.T923 + 183.832 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -9323,8 +10716,8 @@ void rate_V52_to_p_Ti51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_V52_to_He4_Sc48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_V52_to_He4_Sc48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V52 --> He4 + Sc48
 
@@ -9339,9 +10732,13 @@ void rate_V52_to_He4_Sc48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -931.725 + -93.6357 * tfactors.T9i + -1642.74 * tfactors.T913i + 2707.58 * tfactors.T913
                          + -162.101 * tfactors.T9 + 9.30824 * tfactors.T953 + -1266.77 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  93.6357 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -1642.74 * tfactors.T943i + (1.0/3.0) * 2707.58 * tfactors.T923i
                                   + -162.101 + (5.0/3.0) * 9.30824 * tfactors.T923 + -1266.77 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -9355,8 +10752,8 @@ void rate_V52_to_He4_Sc48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr48_to_p_V47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr48_to_p_V47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr48 --> p + V47
 
@@ -9371,9 +10768,13 @@ void rate_Cr48_to_p_V47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  48.892 + -93.8243 * tfactors.T9i + -45.9868 * tfactors.T913i + 13.6822 * tfactors.T913
                          + -0.376902 * tfactors.T9 + -0.0194875 * tfactors.T953 + -6.92325 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  93.8243 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -45.9868 * tfactors.T943i + (1.0/3.0) * 13.6822 * tfactors.T923i
                                   + -0.376902 + (5.0/3.0) * -0.0194875 * tfactors.T923 + -6.92325 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -9388,9 +10789,13 @@ void rate_Cr48_to_p_V47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  65.6231 + -94.5854 * tfactors.T9i + -110.655 * tfactors.T913i + 83.0232 * tfactors.T913
                          + -19.7762 * tfactors.T9 + 3.03961 * tfactors.T953 + -47.9742 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  94.5854 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -110.655 * tfactors.T943i + (1.0/3.0) * 83.0232 * tfactors.T923i
                                   + -19.7762 + (5.0/3.0) * 3.03961 * tfactors.T923 + -47.9742 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -9405,9 +10810,13 @@ void rate_Cr48_to_p_V47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  67.7403 + -100.13 * tfactors.T9i + -34.0548 * tfactors.T913i + -3.41973 * tfactors.T913
                          + 1.16501 * tfactors.T9 + -0.105543 * tfactors.T953 + -6.20886 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  100.13 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -34.0548 * tfactors.T943i + (1.0/3.0) * -3.41973 * tfactors.T923i
                                   + 1.16501 + (5.0/3.0) * -0.105543 * tfactors.T923 + -6.20886 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -9422,9 +10831,13 @@ void rate_Cr48_to_p_V47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  536.523 + -99.3659 * tfactors.T9i + 317.171 * tfactors.T913i + -911.679 * tfactors.T913
                          + 94.4245 * tfactors.T9 + -10.1973 * tfactors.T953 + 332.227 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  99.3659 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 317.171 * tfactors.T943i + (1.0/3.0) * -911.679 * tfactors.T923i
                                   + 94.4245 + (5.0/3.0) * -10.1973 * tfactors.T923 + 332.227 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -9438,8 +10851,8 @@ void rate_Cr48_to_p_V47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr48_to_He4_Ti44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr48_to_He4_Ti44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr48 --> He4 + Ti44
 
@@ -9454,9 +10867,13 @@ void rate_Cr48_to_He4_Ti44_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  89.7573 + -89.3041 * tfactors.T9i + -81.667 * tfactors.T913i + -10.6333 * tfactors.T913
                          + -0.672613 * tfactors.T9 + 0.161209 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  89.3041 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -81.667 * tfactors.T943i + (1.0/3.0) * -10.6333 * tfactors.T923i
                                   + -0.672613 + (5.0/3.0) * 0.161209 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -9470,8 +10887,8 @@ void rate_Cr48_to_He4_Ti44_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr49_to_n_Cr48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr49_to_n_Cr48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr49 --> n + Cr48
 
@@ -9486,9 +10903,13 @@ void rate_Cr49_to_n_Cr48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  37.7375 + -122.806 * tfactors.T9i + -0.000452357 * tfactors.T913
                          + 0.0412838 * tfactors.T9 + -0.0160865 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  122.806 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.000452357 * tfactors.T923i
                                   + 0.0412838 + (5.0/3.0) * -0.0160865 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -9502,8 +10923,8 @@ void rate_Cr49_to_n_Cr48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr49_to_p_V48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr49_to_p_V48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr49 --> p + V48
 
@@ -9518,9 +10939,13 @@ void rate_Cr49_to_p_V48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  58.5971 + -94.5079 * tfactors.T9i + -34.2123 * tfactors.T913i + 2.51264 * tfactors.T913
                          + -2.09211 * tfactors.T9 + 0.219444 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  94.5079 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -34.2123 * tfactors.T943i + (1.0/3.0) * 2.51264 * tfactors.T923i
                                   + -2.09211 + (5.0/3.0) * 0.219444 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -9534,8 +10959,8 @@ void rate_Cr49_to_p_V48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr49_to_He4_Ti45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr49_to_He4_Ti45_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr49 --> He4 + Ti45
 
@@ -9550,9 +10975,13 @@ void rate_Cr49_to_He4_Ti45_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  89.275 + -101.535 * tfactors.T9i + -81.7175 * tfactors.T913i + -10.1755 * tfactors.T913
                          + 0.364167 * tfactors.T9 + -0.000317666 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  101.535 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -81.7175 * tfactors.T943i + (1.0/3.0) * -10.1755 * tfactors.T923i
                                   + 0.364167 + (5.0/3.0) * -0.000317666 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -9566,8 +10995,8 @@ void rate_Cr49_to_He4_Ti45_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr50_to_n_Cr49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr50_to_n_Cr49_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr50 --> n + Cr49
 
@@ -9582,9 +11011,13 @@ void rate_Cr50_to_n_Cr49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  43.3027 + -150.862 * tfactors.T9i + -1.98927 * tfactors.T913
                          + 0.465124 * tfactors.T9 + -0.0582249 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  150.862 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.98927 * tfactors.T923i
                                   + 0.465124 + (5.0/3.0) * -0.0582249 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -9598,8 +11031,8 @@ void rate_Cr50_to_n_Cr49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr50_to_p_V49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr50_to_p_V49_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr50 --> p + V49
 
@@ -9614,9 +11047,13 @@ void rate_Cr50_to_p_V49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  60.9884 + -111.305 * tfactors.T9i + -34.217 * tfactors.T913i + 1.28258 * tfactors.T913
                          + -1.5098 * tfactors.T9 + 0.142011 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  111.305 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -34.217 * tfactors.T943i + (1.0/3.0) * 1.28258 * tfactors.T923i
                                   + -1.5098 + (5.0/3.0) * 0.142011 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -9630,8 +11067,8 @@ void rate_Cr50_to_p_V49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr50_to_He4_Ti46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr50_to_He4_Ti46_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr50 --> He4 + Ti46
 
@@ -9646,9 +11083,13 @@ void rate_Cr50_to_He4_Ti46_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  82.0042 + -99.346 * tfactors.T9i + -81.7658 * tfactors.T913i + 3.48637 * tfactors.T913
                          + -3.9188 * tfactors.T9 + 0.440356 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  99.346 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -81.7658 * tfactors.T943i + (1.0/3.0) * 3.48637 * tfactors.T923i
                                   + -3.9188 + (5.0/3.0) * 0.440356 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -9662,8 +11103,8 @@ void rate_Cr50_to_He4_Ti46_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr51_to_n_Cr50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr51_to_n_Cr50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr51 --> n + Cr50
 
@@ -9678,9 +11119,13 @@ void rate_Cr51_to_n_Cr50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.7032 + -107.484 * tfactors.T9i + 0.815037 * tfactors.T913i + -0.708732 * tfactors.T913
                          + 0.386295 * tfactors.T9 + -0.0615661 * tfactors.T953 + 1.54546 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  107.484 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 0.815037 * tfactors.T943i + (1.0/3.0) * -0.708732 * tfactors.T923i
                                   + 0.386295 + (5.0/3.0) * -0.0615661 * tfactors.T923 + 1.54546 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -9694,8 +11139,8 @@ void rate_Cr51_to_n_Cr50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr51_to_p_V50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr51_to_p_V50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr51 --> p + V50
 
@@ -9710,9 +11155,13 @@ void rate_Cr51_to_p_V50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  58.751 + -110.431 * tfactors.T9i + -34.2216 * tfactors.T913i + 2.39774 * tfactors.T913
                          + -2.15306 * tfactors.T9 + 0.232283 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  110.431 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -34.2216 * tfactors.T943i + (1.0/3.0) * 2.39774 * tfactors.T923i
                                   + -2.15306 + (5.0/3.0) * 0.232283 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -9726,8 +11175,8 @@ void rate_Cr51_to_p_V50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr51_to_He4_Ti47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr51_to_He4_Ti47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr51 --> He4 + Ti47
 
@@ -9742,9 +11191,13 @@ void rate_Cr51_to_He4_Ti47_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  88.0149 + -103.76 * tfactors.T9i + -81.8123 * tfactors.T913i + -8.91821 * tfactors.T913
                          + -0.0329369 * tfactors.T9 + 0.039179 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  103.76 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -81.8123 * tfactors.T943i + (1.0/3.0) * -8.91821 * tfactors.T923i
                                   + -0.0329369 + (5.0/3.0) * 0.039179 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -9758,8 +11211,8 @@ void rate_Cr51_to_He4_Ti47_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr52_to_n_Cr51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr52_to_n_Cr51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr52 --> n + Cr51
 
@@ -9774,9 +11227,13 @@ void rate_Cr52_to_n_Cr51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  45.8814 + -139.784 * tfactors.T9i + 6.95563 * tfactors.T913i + -11.4485 * tfactors.T913
                          + 0.736956 * tfactors.T9 + -0.0695323 * tfactors.T953 + 6.81244 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  139.784 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 6.95563 * tfactors.T943i + (1.0/3.0) * -11.4485 * tfactors.T923i
                                   + 0.736956 + (5.0/3.0) * -0.0695323 * tfactors.T923 + 6.81244 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -9790,8 +11247,8 @@ void rate_Cr52_to_n_Cr51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr52_to_p_V51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr52_to_p_V51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr52 --> p + V51
 
@@ -9806,9 +11263,13 @@ void rate_Cr52_to_p_V51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  59.9066 + -121.899 * tfactors.T9i + -34.2261 * tfactors.T913i + 3.30454 * tfactors.T913
                          + -2.61654 * tfactors.T9 + 0.283602 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  121.899 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -34.2261 * tfactors.T943i + (1.0/3.0) * 3.30454 * tfactors.T923i
                                   + -2.61654 + (5.0/3.0) * 0.283602 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -9822,8 +11283,8 @@ void rate_Cr52_to_p_V51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr52_to_He4_Ti48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr52_to_He4_Ti48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr52 --> He4 + Ti48
 
@@ -9838,9 +11299,13 @@ void rate_Cr52_to_He4_Ti48_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  81.6507 + -108.55 * tfactors.T9i + -81.8569 * tfactors.T913i + 4.92305 * tfactors.T913
                          + -5.04112 * tfactors.T9 + 0.6175 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  108.55 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -81.8569 * tfactors.T943i + (1.0/3.0) * 4.92305 * tfactors.T923i
                                   + -5.04112 + (5.0/3.0) * 0.6175 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -9854,8 +11319,8 @@ void rate_Cr52_to_He4_Ti48_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr53_to_n_Cr52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr53_to_n_Cr52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr53 --> n + Cr52
 
@@ -9870,9 +11335,13 @@ void rate_Cr53_to_n_Cr52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  49.6092 + -92.163 * tfactors.T9i + 5.71728 * tfactors.T913i + -20.4149 * tfactors.T913
                          + 1.95304 * tfactors.T9 + -0.175538 * tfactors.T953 + 8.68293 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  92.163 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 5.71728 * tfactors.T943i + (1.0/3.0) * -20.4149 * tfactors.T923i
                                   + 1.95304 + (5.0/3.0) * -0.175538 * tfactors.T923 + 8.68293 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -9886,8 +11355,8 @@ void rate_Cr53_to_n_Cr52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr53_to_p_V52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr53_to_p_V52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr53 --> p + V52
 
@@ -9902,9 +11371,13 @@ void rate_Cr53_to_p_V52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  153.532 + -135.214 * tfactors.T9i + 224.733 * tfactors.T913i + -373.356 * tfactors.T913
                          + 21.346 * tfactors.T9 + -1.24075 * tfactors.T953 + 186.049 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  135.214 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 224.733 * tfactors.T943i + (1.0/3.0) * -373.356 * tfactors.T923i
                                   + 21.346 + (5.0/3.0) * -1.24075 * tfactors.T923 + 186.049 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -9918,8 +11391,8 @@ void rate_Cr53_to_p_V52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr53_to_He4_Ti49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr53_to_He4_Ti49_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr53 --> He4 + Ti49
 
@@ -9934,9 +11407,13 @@ void rate_Cr53_to_He4_Ti49_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  91.1363 + -106.191 * tfactors.T9i + -81.8999 * tfactors.T913i + -15.3695 * tfactors.T913
                          + 2.51758 * tfactors.T9 + -0.283455 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  106.191 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -81.8999 * tfactors.T943i + (1.0/3.0) * -15.3695 * tfactors.T923i
                                   + 2.51758 + (5.0/3.0) * -0.283455 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -9950,8 +11427,8 @@ void rate_Cr53_to_He4_Ti49_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr54_to_n_Cr53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr54_to_n_Cr53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr54 --> n + Cr53
 
@@ -9966,9 +11443,13 @@ void rate_Cr54_to_n_Cr53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  35.9433 + -112.797 * tfactors.T9i + -1.26805 * tfactors.T913i + 6.34126 * tfactors.T913
                          + -0.39287 * tfactors.T9 + 0.000487041 * tfactors.T953 + -0.96456 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  112.797 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -1.26805 * tfactors.T943i + (1.0/3.0) * 6.34126 * tfactors.T923i
                                   + -0.39287 + (5.0/3.0) * 0.000487041 * tfactors.T923 + -0.96456 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -9982,8 +11463,8 @@ void rate_Cr54_to_n_Cr53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cr54_to_He4_Ti50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cr54_to_He4_Ti50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr54 --> He4 + Ti50
 
@@ -9998,9 +11479,13 @@ void rate_Cr54_to_He4_Ti50_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  88.401 + -92.0329 * tfactors.T9i + -81.9411 * tfactors.T913i + -6.28155 * tfactors.T913
                          + -2.0416 * tfactors.T9 + 0.332085 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  92.0329 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -81.9411 * tfactors.T943i + (1.0/3.0) * -6.28155 * tfactors.T923i
                                   + -2.0416 + (5.0/3.0) * 0.332085 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -10014,8 +11499,8 @@ void rate_Cr54_to_He4_Ti50_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mn50_to_p_Cr49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mn50_to_p_Cr49_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn50 --> p + Cr49
 
@@ -10030,9 +11515,13 @@ void rate_Mn50_to_p_Cr49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  61.8556 + -53.2101 * tfactors.T9i + -35.2018 * tfactors.T913i + 0.168579 * tfactors.T913
                          + -2.87983 * tfactors.T9 + 0.378768 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  53.2101 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -35.2018 * tfactors.T943i + (1.0/3.0) * 0.168579 * tfactors.T923i
                                   + -2.87983 + (5.0/3.0) * 0.378768 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -10046,8 +11535,8 @@ void rate_Mn50_to_p_Cr49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mn50_to_He4_V46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mn50_to_He4_V46_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn50 --> He4 + V46
 
@@ -10062,9 +11551,13 @@ void rate_Mn50_to_He4_V46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  79.278 + -92.5891 * tfactors.T9i + -84.2255 * tfactors.T913i + -4.85634 * tfactors.T913
                          + 0.0528515 * tfactors.T9 + -0.0425496 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  92.5891 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -84.2255 * tfactors.T943i + (1.0/3.0) * -4.85634 * tfactors.T923i
                                   + 0.0528515 + (5.0/3.0) * -0.0425496 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -10078,8 +11571,8 @@ void rate_Mn50_to_He4_V46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mn51_to_n_Mn50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mn51_to_n_Mn50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn51 --> n + Mn50
 
@@ -10094,9 +11587,13 @@ void rate_Mn51_to_n_Mn50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  37.3277 + -158.817 * tfactors.T9i + -0.538879 * tfactors.T913
                          + 0.284528 * tfactors.T9 + -0.0459849 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  158.817 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.538879 * tfactors.T923i
                                   + 0.284528 + (5.0/3.0) * -0.0459849 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -10110,8 +11607,8 @@ void rate_Mn51_to_n_Mn50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mn51_to_p_Cr50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mn51_to_p_Cr50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn51 --> p + Cr50
 
@@ -10126,9 +11623,13 @@ void rate_Mn51_to_p_Cr50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  57.7375 + -61.1651 * tfactors.T9i + -35.2065 * tfactors.T913i + 0.884621 * tfactors.T913
                          + -1.76421 * tfactors.T9 + 0.202494 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  61.1651 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -35.2065 * tfactors.T943i + (1.0/3.0) * 0.884621 * tfactors.T923i
                                   + -1.76421 + (5.0/3.0) * 0.202494 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -10142,8 +11643,8 @@ void rate_Mn51_to_p_Cr50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mn51_to_He4_V47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mn51_to_He4_V47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn51 --> He4 + V47
 
@@ -10158,9 +11659,13 @@ void rate_Mn51_to_He4_V47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  81.4259 + -100.544 * tfactors.T9i + -84.2732 * tfactors.T913i + -2.98061 * tfactors.T913
                          + -0.531361 * tfactors.T9 + 0.023612 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  100.544 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -84.2732 * tfactors.T943i + (1.0/3.0) * -2.98061 * tfactors.T923i
                                   + -0.531361 + (5.0/3.0) * 0.023612 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -10174,8 +11679,8 @@ void rate_Mn51_to_He4_V47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mn52_to_n_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mn52_to_n_Mn51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn52 --> n + Mn51
 
@@ -10190,9 +11695,13 @@ void rate_Mn52_to_n_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  40.109 + -122.258 * tfactors.T9i + -1.83611 * tfactors.T913
                          + 0.460384 * tfactors.T9 + -0.0584947 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  122.258 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.83611 * tfactors.T923i
                                   + 0.460384 + (5.0/3.0) * -0.0584947 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -10206,8 +11715,8 @@ void rate_Mn52_to_n_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mn52_to_p_Cr51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mn52_to_p_Cr51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn52 --> p + Cr51
 
@@ -10222,9 +11731,13 @@ void rate_Mn52_to_p_Cr51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  58.4561 + -75.9585 * tfactors.T9i + -35.2111 * tfactors.T913i + 1.49375 * tfactors.T913
                          + -1.48209 * tfactors.T9 + 0.131902 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  75.9585 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -35.2111 * tfactors.T943i + (1.0/3.0) * 1.49375 * tfactors.T923i
                                   + -1.48209 + (5.0/3.0) * 0.131902 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -10238,8 +11751,8 @@ void rate_Mn52_to_p_Cr51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mn52_to_He4_V48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mn52_to_He4_V48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn52 --> He4 + V48
 
@@ -10254,9 +11767,13 @@ void rate_Mn52_to_He4_V48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  87.1966 + -100.437 * tfactors.T9i + -84.3192 * tfactors.T913i + -8.32959 * tfactors.T913
                          + 0.33994 * tfactors.T9 + -0.0359909 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  100.437 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -84.3192 * tfactors.T943i + (1.0/3.0) * -8.32959 * tfactors.T923i
                                   + 0.33994 + (5.0/3.0) * -0.0359909 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -10270,8 +11787,8 @@ void rate_Mn52_to_He4_V48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mn53_to_n_Mn52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mn53_to_n_Mn52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn53 --> n + Mn52
 
@@ -10286,9 +11803,13 @@ void rate_Mn53_to_n_Mn52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  41.2568 + -139.878 * tfactors.T9i + -0.91084 * tfactors.T913
                          + 0.162511 * tfactors.T9 + -0.0279619 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  139.878 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.91084 * tfactors.T923i
                                   + 0.162511 + (5.0/3.0) * -0.0279619 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -10302,8 +11823,8 @@ void rate_Mn53_to_n_Mn52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mn53_to_p_Cr52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mn53_to_p_Cr52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn53 --> p + Cr52
 
@@ -10318,9 +11839,13 @@ void rate_Mn53_to_p_Cr52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  57.2932 + -76.1248 * tfactors.T9i + -35.2154 * tfactors.T913i + 0.73019 * tfactors.T913
                          + -1.26018 * tfactors.T9 + 0.121141 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  76.1248 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -35.2154 * tfactors.T943i + (1.0/3.0) * 0.73019 * tfactors.T923i
                                   + -1.26018 + (5.0/3.0) * 0.121141 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -10334,8 +11859,8 @@ void rate_Mn53_to_p_Cr52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mn53_to_He4_V49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mn53_to_He4_V49_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn53 --> He4 + V49
 
@@ -10350,9 +11875,13 @@ void rate_Mn53_to_He4_V49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  87.4299 + -106.249 * tfactors.T9i + -84.3633 * tfactors.T913i + -5.28933 * tfactors.T913
                          + -1.3103 * tfactors.T9 + 0.187088 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  106.249 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -84.3633 * tfactors.T943i + (1.0/3.0) * -5.28933 * tfactors.T923i
                                   + -1.3103 + (5.0/3.0) * 0.187088 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -10366,8 +11895,8 @@ void rate_Mn53_to_He4_V49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mn54_to_n_Mn53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mn54_to_n_Mn53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn54 --> n + Mn53
 
@@ -10382,9 +11911,13 @@ void rate_Mn54_to_n_Mn53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  41.1614 + -103.73 * tfactors.T9i + -1.70171 * tfactors.T913
                          + 0.386422 * tfactors.T9 + -0.0536858 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  103.73 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.70171 * tfactors.T923i
                                   + 0.386422 + (5.0/3.0) * -0.0536858 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -10398,8 +11931,8 @@ void rate_Mn54_to_n_Mn53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mn54_to_p_Cr53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mn54_to_p_Cr53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn54 --> p + Cr53
 
@@ -10414,9 +11947,13 @@ void rate_Mn54_to_p_Cr53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  57.3213 + -87.7254 * tfactors.T9i + -35.2197 * tfactors.T913i + 3.74805 * tfactors.T913
                          + -2.77987 * tfactors.T9 + 0.296885 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  87.7254 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -35.2197 * tfactors.T943i + (1.0/3.0) * 3.74805 * tfactors.T923i
                                   + -2.77987 + (5.0/3.0) * 0.296885 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -10430,8 +11967,8 @@ void rate_Mn54_to_p_Cr53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mn54_to_He4_V50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mn54_to_He4_V50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn54 --> He4 + V50
 
@@ -10446,9 +11983,13 @@ void rate_Mn54_to_He4_V50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  88.9113 + -101.641 * tfactors.T9i + -84.4058 * tfactors.T913i + -6.25173 * tfactors.T913
                          + -1.31339 * tfactors.T9 + 0.208695 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  101.641 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -84.4058 * tfactors.T943i + (1.0/3.0) * -6.25173 * tfactors.T923i
                                   + -1.31339 + (5.0/3.0) * 0.208695 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -10462,8 +12003,8 @@ void rate_Mn54_to_He4_V50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mn55_to_n_Mn54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mn55_to_n_Mn54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn55 --> n + Mn54
 
@@ -10478,9 +12019,13 @@ void rate_Mn55_to_n_Mn54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  42.3029 + -118.673 * tfactors.T9i + -2.56572 * tfactors.T913
                          + 0.352447 * tfactors.T9 + -0.0375878 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  118.673 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -2.56572 * tfactors.T923i
                                   + 0.352447 + (5.0/3.0) * -0.0375878 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -10494,8 +12039,8 @@ void rate_Mn55_to_n_Mn54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mn55_to_p_Cr54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mn55_to_p_Cr54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn55 --> p + Cr54
 
@@ -10510,9 +12055,13 @@ void rate_Mn55_to_p_Cr54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  56.8219 + -93.6136 * tfactors.T9i + -35.2237 * tfactors.T913i + 2.60768 * tfactors.T913
                          + -1.7864 * tfactors.T9 + 0.134189 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  93.6136 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -35.2237 * tfactors.T943i + (1.0/3.0) * 2.60768 * tfactors.T923i
                                   + -1.7864 + (5.0/3.0) * 0.134189 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -10526,8 +12075,8 @@ void rate_Mn55_to_p_Cr54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Mn55_to_He4_V51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Mn55_to_He4_V51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn55 --> He4 + V51
 
@@ -10542,9 +12091,13 @@ void rate_Mn55_to_He4_V51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  86.8796 + -92.0714 * tfactors.T9i + -84.4467 * tfactors.T913i + -1.29542 * tfactors.T913
                          + -3.56909 * tfactors.T9 + 0.513926 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  92.0714 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -84.4467 * tfactors.T943i + (1.0/3.0) * -1.29542 * tfactors.T923i
                                   + -3.56909 + (5.0/3.0) * 0.513926 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -10558,8 +12111,8 @@ void rate_Mn55_to_He4_V51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe52_to_p_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe52_to_p_Mn51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe52 --> p + Mn51
 
@@ -10574,9 +12127,13 @@ void rate_Fe52_to_p_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  61.728 + -85.6325 * tfactors.T9i + -36.1825 * tfactors.T913i + 0.873042 * tfactors.T913
                          + -2.89731 * tfactors.T9 + 0.364394 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  85.6325 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -36.1825 * tfactors.T943i + (1.0/3.0) * 0.873042 * tfactors.T923i
                                   + -2.89731 + (5.0/3.0) * 0.364394 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -10590,8 +12147,8 @@ void rate_Fe52_to_p_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe52_to_He4_Cr48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe52_to_He4_Cr48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe52 --> He4 + Cr48
 
@@ -10606,9 +12163,13 @@ void rate_Fe52_to_He4_Cr48_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  90.1474 + -92.109 * tfactors.T9i + -86.7459 * tfactors.T913i + -9.79373 * tfactors.T913
                          + -0.772169 * tfactors.T9 + 0.155883 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  92.109 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -86.7459 * tfactors.T943i + (1.0/3.0) * -9.79373 * tfactors.T923i
                                   + -0.772169 + (5.0/3.0) * 0.155883 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -10622,8 +12183,8 @@ void rate_Fe52_to_He4_Cr48_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe53_to_n_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe53_to_n_Fe52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe53 --> n + Fe52
 
@@ -10638,9 +12199,13 @@ void rate_Fe53_to_n_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  37.4863 + -123.994 * tfactors.T9i + -0.344319 * tfactors.T913
                          + 0.178277 * tfactors.T9 + -0.0334326 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  123.994 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.344319 * tfactors.T923i
                                   + 0.178277 + (5.0/3.0) * -0.0334326 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -10654,8 +12219,8 @@ void rate_Fe53_to_n_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe53_to_p_Mn52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe53_to_p_Mn52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe53 --> p + Mn52
 
@@ -10670,9 +12235,13 @@ void rate_Fe53_to_p_Mn52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  59.5946 + -87.3685 * tfactors.T9i + -36.187 * tfactors.T913i + 1.79171 * tfactors.T913
                          + -1.77786 * tfactors.T9 + 0.179936 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  87.3685 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -36.187 * tfactors.T943i + (1.0/3.0) * 1.79171 * tfactors.T923i
                                   + -1.77786 + (5.0/3.0) * 0.179936 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -10686,8 +12255,8 @@ void rate_Fe53_to_p_Mn52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe53_to_He4_Cr49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe53_to_He4_Cr49_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe53 --> He4 + Cr49
 
@@ -10702,9 +12271,13 @@ void rate_Fe53_to_He4_Cr49_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  89.8334 + -93.2974 * tfactors.T9i + -86.7913 * tfactors.T913i + -6.51572 * tfactors.T913
                          + -1.21249 * tfactors.T9 + 0.185473 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  93.2974 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -86.7913 * tfactors.T943i + (1.0/3.0) * -6.51572 * tfactors.T923i
                                   + -1.21249 + (5.0/3.0) * 0.185473 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -10718,8 +12291,8 @@ void rate_Fe53_to_He4_Cr49_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe54_to_n_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe54_to_n_Fe53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe54 --> n + Fe53
 
@@ -10734,9 +12307,13 @@ void rate_Fe54_to_n_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  42.2106 + -155.251 * tfactors.T9i + -1.10421 * tfactors.T913
                          + 0.379905 * tfactors.T9 + -0.0581878 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  155.251 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.10421 * tfactors.T923i
                                   + 0.379905 + (5.0/3.0) * -0.0581878 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -10750,8 +12327,8 @@ void rate_Fe54_to_n_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe54_to_p_Mn53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe54_to_p_Mn53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe54 --> p + Mn53
 
@@ -10766,9 +12343,13 @@ void rate_Fe54_to_p_Mn53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  61.3432 + -102.741 * tfactors.T9i + -36.1913 * tfactors.T913i + 1.44056 * tfactors.T913
                          + -1.50734 * tfactors.T9 + 0.142124 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  102.741 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -36.1913 * tfactors.T943i + (1.0/3.0) * 1.44056 * tfactors.T923i
                                   + -1.50734 + (5.0/3.0) * 0.142124 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -10782,8 +12363,8 @@ void rate_Fe54_to_p_Mn53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe54_to_He4_Cr50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe54_to_He4_Cr50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe54 --> He4 + Cr50
 
@@ -10798,9 +12379,13 @@ void rate_Fe54_to_He4_Cr50_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  84.6959 + -97.6852 * tfactors.T9i + -86.8349 * tfactors.T913i + 2.37343 * tfactors.T913
                          + -3.65677 * tfactors.T9 + 0.412128 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  97.6852 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -86.8349 * tfactors.T943i + (1.0/3.0) * 2.37343 * tfactors.T923i
                                   + -3.65677 + (5.0/3.0) * 0.412128 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -10814,8 +12399,8 @@ void rate_Fe54_to_He4_Cr50_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe55_to_n_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe55_to_n_Fe54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe55 --> n + Fe54
 
@@ -10830,9 +12415,13 @@ void rate_Fe55_to_n_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  21.4833 + -107.843 * tfactors.T9i + -8.66617 * tfactors.T913i + 26.4472 * tfactors.T913
                          + -1.9222 * tfactors.T9 + 0.0986404 * tfactors.T953 + -8.28317 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  107.843 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -8.66617 * tfactors.T943i + (1.0/3.0) * 26.4472 * tfactors.T923i
                                   + -1.9222 + (5.0/3.0) * 0.0986404 * tfactors.T923 + -8.28317 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -10846,8 +12435,8 @@ void rate_Fe55_to_n_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe55_to_p_Mn54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe55_to_p_Mn54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe55 --> p + Mn54
 
@@ -10862,9 +12451,13 @@ void rate_Fe55_to_p_Mn54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  59.7879 + -106.912 * tfactors.T9i + -36.1955 * tfactors.T913i + 1.08481 * tfactors.T913
                          + -1.46703 * tfactors.T9 + 0.13789 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  106.912 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -36.1955 * tfactors.T943i + (1.0/3.0) * 1.08481 * tfactors.T923i
                                   + -1.46703 + (5.0/3.0) * 0.13789 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -10878,8 +12471,8 @@ void rate_Fe55_to_p_Mn54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe55_to_He4_Cr51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe55_to_He4_Cr51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe55 --> He4 + Cr51
 
@@ -10894,9 +12487,13 @@ void rate_Fe55_to_He4_Cr51_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  87.2804 + -98.1216 * tfactors.T9i + -86.8771 * tfactors.T913i + -0.0873902 * tfactors.T913
                          + -3.40716 * tfactors.T9 + 0.441679 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  98.1216 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -86.8771 * tfactors.T943i + (1.0/3.0) * -0.0873902 * tfactors.T923i
                                   + -3.40716 + (5.0/3.0) * 0.441679 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -10910,8 +12507,8 @@ void rate_Fe55_to_He4_Cr51_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe56_to_n_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe56_to_n_Fe55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe56 --> n + Fe55
 
@@ -10926,9 +12523,13 @@ void rate_Fe56_to_n_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  46.7852 + -130.023 * tfactors.T9i + 8.06062 * tfactors.T913i + -14.4809 * tfactors.T913
                          + 0.94252 * tfactors.T9 + -0.0776007 * tfactors.T953 + 7.97093 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  130.023 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 8.06062 * tfactors.T943i + (1.0/3.0) * -14.4809 * tfactors.T923i
                                   + 0.94252 + (5.0/3.0) * -0.0776007 * tfactors.T923 + 7.97093 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -10942,8 +12543,8 @@ void rate_Fe56_to_n_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe56_to_p_Mn55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe56_to_p_Mn55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe56 --> p + Mn55
 
@@ -10958,9 +12559,13 @@ void rate_Fe56_to_p_Mn55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  61.6593 + -118.177 * tfactors.T9i + -36.1995 * tfactors.T913i + 1.15346 * tfactors.T913
                          + -1.94437 * tfactors.T9 + 0.218429 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  118.177 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -36.1995 * tfactors.T943i + (1.0/3.0) * 1.15346 * tfactors.T923i
                                   + -1.94437 + (5.0/3.0) * 0.218429 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -10974,8 +12579,8 @@ void rate_Fe56_to_p_Mn55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe56_to_He4_Cr52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe56_to_He4_Cr52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe56 --> He4 + Cr52
 
@@ -10990,9 +12595,13 @@ void rate_Fe56_to_He4_Cr52_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  82.9955 + -88.349 * tfactors.T9i + -86.9175 * tfactors.T913i + 5.655 * tfactors.T913
                          + -4.53625 * tfactors.T9 + 0.479806 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  88.349 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -86.9175 * tfactors.T943i + (1.0/3.0) * 5.655 * tfactors.T923i
                                   + -4.53625 + (5.0/3.0) * 0.479806 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -11006,8 +12615,8 @@ void rate_Fe56_to_He4_Cr52_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe57_to_n_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe57_to_n_Fe56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe57 --> n + Fe56
 
@@ -11022,9 +12631,13 @@ void rate_Fe57_to_n_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  58.8201 + -88.7916 * tfactors.T9i + 9.79414 * tfactors.T913i + -33.7366 * tfactors.T913
                          + 2.97173 * tfactors.T9 + -0.236498 * tfactors.T953 + 13.3711 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  88.7916 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 9.79414 * tfactors.T943i + (1.0/3.0) * -33.7366 * tfactors.T923i
                                   + 2.97173 + (5.0/3.0) * -0.236498 * tfactors.T923 + 13.3711 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -11038,8 +12651,8 @@ void rate_Fe57_to_n_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe57_to_He4_Cr53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe57_to_He4_Cr53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe57 --> He4 + Cr53
 
@@ -11054,9 +12667,13 @@ void rate_Fe57_to_He4_Cr53_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  91.6261 + -84.9485 * tfactors.T9i + -86.9567 * tfactors.T913i + -12.0579 * tfactors.T913
                          + 1.33466 * tfactors.T9 + -0.14709 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  84.9485 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -86.9567 * tfactors.T943i + (1.0/3.0) * -12.0579 * tfactors.T923i
                                   + 1.33466 + (5.0/3.0) * -0.14709 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -11070,8 +12687,8 @@ void rate_Fe57_to_He4_Cr53_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe58_to_n_Fe57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe58_to_n_Fe57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe58 --> n + Fe57
 
@@ -11086,9 +12703,13 @@ void rate_Fe58_to_n_Fe57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  44.6221 + -116.581 * tfactors.T9i + 2.1643 * tfactors.T913i + -7.49584 * tfactors.T913
                          + 0.656354 * tfactors.T9 + -0.0549855 * tfactors.T953 + 3.88149 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  116.581 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 2.1643 * tfactors.T943i + (1.0/3.0) * -7.49584 * tfactors.T923i
                                   + 0.656354 + (5.0/3.0) * -0.0549855 * tfactors.T923 + 3.88149 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -11102,8 +12723,8 @@ void rate_Fe58_to_n_Fe57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Fe58_to_He4_Cr54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Fe58_to_He4_Cr54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe58 --> He4 + Cr54
 
@@ -11118,9 +12739,13 @@ void rate_Fe58_to_He4_Cr54_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  88.2775 + -88.7256 * tfactors.T9i + -86.9945 * tfactors.T913i + -1.05674 * tfactors.T913
                          + -4.13443 * tfactors.T9 + 0.599141 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  88.7256 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -86.9945 * tfactors.T943i + (1.0/3.0) * -1.05674 * tfactors.T923i
                                   + -4.13443 + (5.0/3.0) * 0.599141 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -11134,8 +12759,8 @@ void rate_Fe58_to_He4_Cr54_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Co53_to_p_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Co53_to_p_Fe52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co53 --> p + Fe52
 
@@ -11150,9 +12775,13 @@ void rate_Co53_to_p_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  60.8857 + -18.5925 * tfactors.T9i + -37.1457 * tfactors.T913i + -5.67417 * tfactors.T913
                          + -0.559644 * tfactors.T9 + 0.102768 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  18.5925 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -37.1457 * tfactors.T943i + (1.0/3.0) * -5.67417 * tfactors.T923i
                                   + -0.559644 + (5.0/3.0) * 0.102768 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -11166,8 +12795,8 @@ void rate_Co53_to_p_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Co54_to_n_Co53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Co54_to_n_Co53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co54 --> n + Co53
 
@@ -11182,9 +12811,13 @@ void rate_Co54_to_n_Co53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.9609 + -155.918 * tfactors.T9i + -1.14795 * tfactors.T913
                          + 0.413083 * tfactors.T9 + -0.0515627 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  155.918 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.14795 * tfactors.T923i
                                   + 0.413083 + (5.0/3.0) * -0.0515627 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -11198,8 +12831,8 @@ void rate_Co54_to_n_Co53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Co54_to_p_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Co54_to_p_Fe53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co54 --> p + Fe53
 
@@ -11214,9 +12847,13 @@ void rate_Co54_to_p_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  62.6311 + -50.5166 * tfactors.T9i + -37.1501 * tfactors.T913i + 0.211459 * tfactors.T913
                          + -2.79493 * tfactors.T9 + 0.358657 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  50.5166 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -37.1501 * tfactors.T943i + (1.0/3.0) * 0.211459 * tfactors.T923i
                                   + -2.79493 + (5.0/3.0) * 0.358657 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -11230,8 +12867,8 @@ void rate_Co54_to_p_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Co54_to_He4_Mn50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Co54_to_He4_Mn50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co54 --> He4 + Mn50
 
@@ -11246,9 +12883,13 @@ void rate_Co54_to_He4_Mn50_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  79.294 + -90.6038 * tfactors.T9i + -89.2309 * tfactors.T913i + -1.30702 * tfactors.T913
                          + -1.30543 * tfactors.T9 + 0.141679 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  90.6038 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -89.2309 * tfactors.T943i + (1.0/3.0) * -1.30702 * tfactors.T923i
                                   + -1.30543 + (5.0/3.0) * 0.141679 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -11262,8 +12903,8 @@ void rate_Co54_to_He4_Mn50_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Co55_to_n_Co54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Co55_to_n_Co54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co55 --> n + Co54
 
@@ -11278,9 +12919,13 @@ void rate_Co55_to_n_Co54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  35.9749 + -163.499 * tfactors.T9i + 0.433187 * tfactors.T913
                          + 0.0888642 * tfactors.T9 + -0.0315521 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  163.499 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 0.433187 * tfactors.T923i
                                   + 0.0888642 + (5.0/3.0) * -0.0315521 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -11294,8 +12939,8 @@ void rate_Co55_to_n_Co54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Co55_to_p_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Co55_to_p_Fe54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co55 --> p + Fe54
 
@@ -11310,9 +12955,13 @@ void rate_Co55_to_p_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  57.8292 + -58.766 * tfactors.T9i + -37.1544 * tfactors.T913i + 0.950364 * tfactors.T913
                          + -1.77529 * tfactors.T9 + 0.198562 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  58.766 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -37.1544 * tfactors.T943i + (1.0/3.0) * 0.950364 * tfactors.T923i
                                   + -1.77529 + (5.0/3.0) * 0.198562 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -11326,8 +12975,8 @@ void rate_Co55_to_p_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Co55_to_He4_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Co55_to_He4_Mn51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co55 --> He4 + Mn51
 
@@ -11342,9 +12991,13 @@ void rate_Co55_to_He4_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  90.613 + -95.2861 * tfactors.T9i + -89.274 * tfactors.T913i + -10.4373 * tfactors.T913
                          + 1.00492 * tfactors.T9 + -0.125548 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  95.2861 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -89.274 * tfactors.T943i + (1.0/3.0) * -10.4373 * tfactors.T923i
                                   + 1.00492 + (5.0/3.0) * -0.125548 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -11358,8 +13011,8 @@ void rate_Co55_to_He4_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Co56_to_n_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Co56_to_n_Co55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co56 --> n + Co55
 
@@ -11374,9 +13027,13 @@ void rate_Co56_to_n_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  40.626 + -117.009 * tfactors.T9i + -1.86357 * tfactors.T913
                          + 0.616591 * tfactors.T9 + -0.0839313 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  117.009 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.86357 * tfactors.T923i
                                   + 0.616591 + (5.0/3.0) * -0.0839313 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -11390,8 +13047,8 @@ void rate_Co56_to_n_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Co56_to_p_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Co56_to_p_Fe55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co56 --> p + Fe55
 
@@ -11406,9 +13063,13 @@ void rate_Co56_to_p_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  58.6011 + -67.8743 * tfactors.T9i + -37.1585 * tfactors.T913i + 1.66198 * tfactors.T913
                          + -1.60842 * tfactors.T9 + 0.148916 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  67.8743 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -37.1585 * tfactors.T943i + (1.0/3.0) * 1.66198 * tfactors.T923i
                                   + -1.60842 + (5.0/3.0) * 0.148916 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -11422,8 +13083,8 @@ void rate_Co56_to_p_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Co56_to_He4_Mn52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Co56_to_He4_Mn52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co56 --> He4 + Mn52
 
@@ -11438,9 +13099,13 @@ void rate_Co56_to_He4_Mn52_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  88.9143 + -90.0372 * tfactors.T9i + -89.3157 * tfactors.T913i + -1.95982 * tfactors.T913
                          + -2.45671 * tfactors.T9 + 0.296095 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  90.0372 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -89.3157 * tfactors.T943i + (1.0/3.0) * -1.95982 * tfactors.T923i
                                   + -2.45671 + (5.0/3.0) * 0.296095 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -11454,8 +13119,8 @@ void rate_Co56_to_He4_Mn52_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Co57_to_n_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Co57_to_n_Co56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co57 --> n + Co56
 
@@ -11470,9 +13135,13 @@ void rate_Co57_to_n_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  41.1522 + -132.015 * tfactors.T9i + -1.37855 * tfactors.T913
                          + 0.299896 * tfactors.T9 + -0.04382 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  132.015 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.37855 * tfactors.T923i
                                   + 0.299896 + (5.0/3.0) * -0.04382 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -11486,8 +13155,8 @@ void rate_Co57_to_n_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Co57_to_p_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Co57_to_p_Fe56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co57 --> p + Fe56
 
@@ -11502,9 +13171,13 @@ void rate_Co57_to_p_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  57.6663 + -69.9498 * tfactors.T9i + -37.1625 * tfactors.T913i + 1.06776 * tfactors.T913
                          + -1.31689 * tfactors.T9 + 0.122089 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  69.9498 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -37.1625 * tfactors.T943i + (1.0/3.0) * 1.06776 * tfactors.T923i
                                   + -1.31689 + (5.0/3.0) * 0.122089 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -11518,8 +13191,8 @@ void rate_Co57_to_p_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Co57_to_He4_Mn53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Co57_to_He4_Mn53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co57 --> He4 + Mn53
 
@@ -11534,9 +13207,13 @@ void rate_Co57_to_He4_Mn53_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  87.0081 + -82.174 * tfactors.T9i + -89.3558 * tfactors.T913i + 0.000882861 * tfactors.T913
                          + -2.79327 * tfactors.T9 + 0.309057 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  82.174 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -89.3558 * tfactors.T943i + (1.0/3.0) * 0.000882861 * tfactors.T923i
                                   + -2.79327 + (5.0/3.0) * 0.309057 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -11550,8 +13227,8 @@ void rate_Co57_to_He4_Mn53_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Co58_to_n_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Co58_to_n_Co57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co58 --> n + Co57
 
@@ -11566,9 +13243,13 @@ void rate_Co58_to_n_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  41.1458 + -99.4851 * tfactors.T9i + -1.03654 * tfactors.T913
                          + 0.342218 * tfactors.T9 + -0.0638367 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  99.4851 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.03654 * tfactors.T923i
                                   + 0.342218 + (5.0/3.0) * -0.0638367 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -11582,8 +13263,8 @@ void rate_Co58_to_n_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Co58_to_p_Fe57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Co58_to_p_Fe57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co58 --> p + Fe57
 
@@ -11598,9 +13279,13 @@ void rate_Co58_to_p_Fe57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  58.0324 + -80.7059 * tfactors.T9i + -37.1663 * tfactors.T913i + 3.48503 * tfactors.T913
                          + -2.56204 * tfactors.T9 + 0.272972 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  80.7059 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -37.1663 * tfactors.T943i + (1.0/3.0) * 3.48503 * tfactors.T923i
                                   + -2.56204 + (5.0/3.0) * 0.272972 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -11614,8 +13299,8 @@ void rate_Co58_to_p_Fe57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Co58_to_He4_Mn54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Co58_to_He4_Mn54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co58 --> He4 + Mn54
 
@@ -11630,9 +13315,13 @@ void rate_Co58_to_He4_Mn54_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  92.9296 + -77.929 * tfactors.T9i + -89.3946 * tfactors.T913i + -8.26476 * tfactors.T913
                          + -0.766622 * tfactors.T9 + 0.135181 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  77.929 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -89.3946 * tfactors.T943i + (1.0/3.0) * -8.26476 * tfactors.T923i
                                   + -0.766622 + (5.0/3.0) * 0.135181 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -11646,8 +13335,8 @@ void rate_Co58_to_He4_Mn54_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Co59_to_n_Co58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Co59_to_n_Co58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co59 --> n + Co58
 
@@ -11662,9 +13351,13 @@ void rate_Co59_to_n_Co58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  41.4007 + -121.312 * tfactors.T9i + -2.18418 * tfactors.T913
                          + 0.328629 * tfactors.T9 + -0.0407234 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  121.312 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -2.18418 * tfactors.T923i
                                   + 0.328629 + (5.0/3.0) * -0.0407234 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -11678,8 +13371,8 @@ void rate_Co59_to_n_Co58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Co59_to_p_Fe58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Co59_to_p_Fe58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co59 --> p + Fe58
 
@@ -11694,9 +13387,13 @@ void rate_Co59_to_p_Fe58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  57.8189 + -85.4551 * tfactors.T9i + -37.17 * tfactors.T913i + 1.63285 * tfactors.T913
                          + -1.16636 * tfactors.T9 + 0.0508619 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  85.4551 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -37.17 * tfactors.T943i + (1.0/3.0) * 1.63285 * tfactors.T923i
                                   + -1.16636 + (5.0/3.0) * 0.0508619 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -11710,8 +13407,8 @@ void rate_Co59_to_p_Fe58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Co59_to_He4_Mn55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Co59_to_He4_Mn55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co59 --> He4 + Mn55
 
@@ -11726,9 +13423,13 @@ void rate_Co59_to_He4_Mn55_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  84.7829 + -80.5671 * tfactors.T9i + -89.432 * tfactors.T913i + 5.33428 * tfactors.T913
                          + -5.11461 * tfactors.T9 + 0.613808 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  80.5671 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -89.432 * tfactors.T943i + (1.0/3.0) * 5.33428 * tfactors.T923i
                                   + -5.11461 + (5.0/3.0) * 0.613808 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -11742,8 +13443,8 @@ void rate_Co59_to_He4_Mn55_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni56_to_p_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni56_to_p_Co55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni56 --> p + Co55
 
@@ -11758,9 +13459,13 @@ void rate_Ni56_to_p_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  63.1318 + -83.1473 * tfactors.T9i + -38.1053 * tfactors.T913i + -0.210947 * tfactors.T913
                          + -2.68377 * tfactors.T9 + 0.355814 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  83.1473 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -38.1053 * tfactors.T943i + (1.0/3.0) * -0.210947 * tfactors.T923i
                                   + -2.68377 + (5.0/3.0) * 0.355814 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -11774,8 +13479,8 @@ void rate_Ni56_to_p_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni56_to_He4_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni56_to_He4_Fe52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni56 --> He4 + Fe52
 
@@ -11790,9 +13495,13 @@ void rate_Ni56_to_He4_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  91.6226 + -92.801 * tfactors.T9i + -91.6819 * tfactors.T913i + -9.51885 * tfactors.T913
                          + -0.533014 * tfactors.T9 + 0.0892607 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  92.801 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -91.6819 * tfactors.T943i + (1.0/3.0) * -9.51885 * tfactors.T923i
                                   + -0.533014 + (5.0/3.0) * 0.0892607 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -11806,8 +13515,8 @@ void rate_Ni56_to_He4_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni57_to_n_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni57_to_n_Ni56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni57 --> n + Ni56
 
@@ -11822,9 +13531,13 @@ void rate_Ni57_to_n_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  38.3694 + -118.941 * tfactors.T9i + -1.19665 * tfactors.T913
                          + 0.507179 * tfactors.T9 + -0.074604 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  118.941 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.19665 * tfactors.T923i
                                   + 0.507179 + (5.0/3.0) * -0.074604 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -11838,8 +13551,8 @@ void rate_Ni57_to_n_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni57_to_p_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni57_to_p_Co56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni57 --> p + Co56
 
@@ -11854,9 +13567,13 @@ void rate_Ni57_to_p_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  60.0839 + -85.0794 * tfactors.T9i + -38.1094 * tfactors.T913i + 2.57091 * tfactors.T913
                          + -2.07795 * tfactors.T9 + 0.20757 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  85.0794 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -38.1094 * tfactors.T943i + (1.0/3.0) * 2.57091 * tfactors.T923i
                                   + -2.07795 + (5.0/3.0) * 0.20757 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -11870,8 +13587,8 @@ void rate_Ni57_to_p_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni57_to_He4_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni57_to_He4_Fe53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni57 --> He4 + Fe53
 
@@ -11886,9 +13603,13 @@ void rate_Ni57_to_He4_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  94.7397 + -87.7481 * tfactors.T9i + -91.7231 * tfactors.T913i + -10.1816 * tfactors.T913
                          + -0.0406303 * tfactors.T9 + 0.0345056 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  87.7481 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -91.7231 * tfactors.T943i + (1.0/3.0) * -10.1816 * tfactors.T923i
                                   + -0.0406303 + (5.0/3.0) * 0.0345056 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -11902,8 +13623,8 @@ void rate_Ni57_to_He4_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni58_to_n_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni58_to_n_Ni57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni58 --> n + Ni57
 
@@ -11918,9 +13639,13 @@ void rate_Ni58_to_n_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  42.3391 + -141.772 * tfactors.T9i + -1.90814 * tfactors.T913
                          + 0.493188 * tfactors.T9 + -0.0684633 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  141.772 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.90814 * tfactors.T923i
                                   + 0.493188 + (5.0/3.0) * -0.0684633 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -11934,8 +13659,8 @@ void rate_Ni58_to_n_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni58_to_p_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni58_to_p_Co57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni58 --> p + Co57
 
@@ -11950,9 +13675,13 @@ void rate_Ni58_to_p_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  61.775 + -94.8373 * tfactors.T9i + -38.1133 * tfactors.T913i + 1.77414 * tfactors.T913
                          + -1.48268 * tfactors.T9 + 0.121073 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  94.8373 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -38.1133 * tfactors.T943i + (1.0/3.0) * 1.77414 * tfactors.T923i
                                   + -1.48268 + (5.0/3.0) * 0.121073 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -11966,8 +13695,8 @@ void rate_Ni58_to_p_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni58_to_He4_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni58_to_He4_Fe54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni58 --> He4 + Fe54
 
@@ -11982,9 +13711,13 @@ void rate_Ni58_to_He4_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  85.2327 + -74.2705 * tfactors.T9i + -91.7628 * tfactors.T913i + 4.23027 * tfactors.T913
                          + -3.31305 * tfactors.T9 + 0.271293 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  74.2705 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -91.7628 * tfactors.T943i + (1.0/3.0) * 4.23027 * tfactors.T923i
                                   + -3.31305 + (5.0/3.0) * 0.271293 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -11998,8 +13731,8 @@ void rate_Ni58_to_He4_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni59_to_n_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni59_to_n_Ni58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni59 --> n + Ni58
 
@@ -12014,9 +13747,13 @@ void rate_Ni59_to_n_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  30.9258 + -104.3 * tfactors.T9i + -11.785 * tfactors.T913i + 19.5347 * tfactors.T913
                          + -0.857179 * tfactors.T9 + 0.00111653 * tfactors.T953 + -7.85642 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  104.3 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -11.785 * tfactors.T943i + (1.0/3.0) * 19.5347 * tfactors.T923i
                                   + -0.857179 + (5.0/3.0) * 0.00111653 * tfactors.T923 + -7.85642 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -12030,8 +13767,8 @@ void rate_Ni59_to_n_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni59_to_p_Co58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni59_to_p_Co58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni59 --> p + Co58
 
@@ -12046,9 +13783,13 @@ void rate_Ni59_to_p_Co58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  60.0091 + -99.7842 * tfactors.T9i + -38.1171 * tfactors.T913i + 1.68645 * tfactors.T913
                          + -1.51404 * tfactors.T9 + 0.126766 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  99.7842 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -38.1171 * tfactors.T943i + (1.0/3.0) * 1.68645 * tfactors.T923i
                                   + -1.51404 + (5.0/3.0) * 0.126766 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -12062,8 +13803,8 @@ void rate_Ni59_to_p_Co58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni59_to_He4_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni59_to_He4_Fe55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni59 --> He4 + Fe55
 
@@ -12078,9 +13819,13 @@ void rate_Ni59_to_He4_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  85.76 + -70.8014 * tfactors.T9i + -91.8012 * tfactors.T913i + 4.12067 * tfactors.T913
                          + -4.13271 * tfactors.T9 + 0.450006 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  70.8014 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -91.8012 * tfactors.T943i + (1.0/3.0) * 4.12067 * tfactors.T923i
                                   + -4.13271 + (5.0/3.0) * 0.450006 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -12094,8 +13839,8 @@ void rate_Ni59_to_He4_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni60_to_n_Ni59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni60_to_n_Ni59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni60 --> n + Ni59
 
@@ -12110,9 +13855,13 @@ void rate_Ni60_to_n_Ni59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  50.6431 + -132.266 * tfactors.T9i + 9.92411 * tfactors.T913i + -20.503 * tfactors.T913
                          + 1.39981 * tfactors.T9 + -0.101641 * tfactors.T953 + 10.082 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  132.266 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 9.92411 * tfactors.T943i + (1.0/3.0) * -20.503 * tfactors.T923i
                                   + 1.39981 + (5.0/3.0) * -0.101641 * tfactors.T923 + 10.082 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -12126,8 +13875,8 @@ void rate_Ni60_to_n_Ni59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni60_to_p_Co59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni60_to_p_Co59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni60 --> p + Co59
 
@@ -12142,9 +13891,13 @@ void rate_Ni60_to_p_Co59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  61.717 + -110.622 * tfactors.T9i + -38.1208 * tfactors.T913i + 2.42609 * tfactors.T913
                          + -1.5885 * tfactors.T9 + 0.110313 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  110.622 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -38.1208 * tfactors.T943i + (1.0/3.0) * 2.42609 * tfactors.T923i
                                   + -1.5885 + (5.0/3.0) * 0.110313 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -12158,8 +13911,8 @@ void rate_Ni60_to_p_Co59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni60_to_He4_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni60_to_He4_Fe56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni60 --> He4 + Fe56
 
@@ -12174,9 +13927,13 @@ void rate_Ni60_to_He4_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  85.6559 + -73.0113 * tfactors.T9i + -91.8383 * tfactors.T913i + 3.63237 * tfactors.T913
                          + -2.73367 * tfactors.T9 + 0.179684 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  73.0113 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -91.8383 * tfactors.T943i + (1.0/3.0) * 3.63237 * tfactors.T923i
                                   + -2.73367 + (5.0/3.0) * 0.179684 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -12190,8 +13947,8 @@ void rate_Ni60_to_He4_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni61_to_n_Ni60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni61_to_n_Ni60_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni61 --> n + Ni60
 
@@ -12206,9 +13963,13 @@ void rate_Ni61_to_n_Ni60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  27.8859 + -90.6506 * tfactors.T9i + -9.46323 * tfactors.T913i + 19.9252 * tfactors.T913
                          + -0.985724 * tfactors.T9 + 0.0164222 * tfactors.T953 + -7.25824 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  90.6506 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -9.46323 * tfactors.T943i + (1.0/3.0) * 19.9252 * tfactors.T923i
                                   + -0.985724 + (5.0/3.0) * 0.0164222 * tfactors.T923 + -7.25824 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -12222,8 +13983,8 @@ void rate_Ni61_to_n_Ni60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni61_to_He4_Fe57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni61_to_He4_Fe57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni61 --> He4 + Fe57
 
@@ -12238,9 +13999,13 @@ void rate_Ni61_to_He4_Fe57_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  90.4812 + -75.031 * tfactors.T9i + -91.8742 * tfactors.T913i + -4.07595 * tfactors.T913
                          + -1.93027 * tfactors.T9 + 0.240619 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  75.031 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -91.8742 * tfactors.T943i + (1.0/3.0) * -4.07595 * tfactors.T923i
                                   + -1.93027 + (5.0/3.0) * 0.240619 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -12254,8 +14019,8 @@ void rate_Ni61_to_He4_Fe57_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni62_to_n_Ni61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni62_to_n_Ni61_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni62 --> n + Ni61
 
@@ -12270,9 +14035,13 @@ void rate_Ni62_to_n_Ni61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.808 + -122.947 * tfactors.T9i + -2.82482 * tfactors.T913i + 7.69552 * tfactors.T913
                          + -0.605244 * tfactors.T9 + 0.0243914 * tfactors.T953 + -1.62147 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  122.947 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -2.82482 * tfactors.T943i + (1.0/3.0) * 7.69552 * tfactors.T923i
                                   + -0.605244 + (5.0/3.0) * 0.0243914 * tfactors.T923 + -1.62147 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -12286,8 +14055,8 @@ void rate_Ni62_to_n_Ni61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni62_to_He4_Fe58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni62_to_He4_Fe58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni62 --> He4 + Fe58
 
@@ -12302,9 +14071,13 @@ void rate_Ni62_to_He4_Fe58_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  84.385 + -81.4356 * tfactors.T9i + -91.9089 * tfactors.T913i + 8.18581 * tfactors.T913
                          + -6.00824 * tfactors.T9 + 0.693434 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  81.4356 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -91.9089 * tfactors.T943i + (1.0/3.0) * 8.18581 * tfactors.T923i
                                   + -6.00824 + (5.0/3.0) * 0.693434 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -12318,8 +14091,8 @@ void rate_Ni62_to_He4_Fe58_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni63_to_n_Ni62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni63_to_n_Ni62_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni63 --> n + Ni62
 
@@ -12334,9 +14107,13 @@ void rate_Ni63_to_n_Ni62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  28.7618 + -79.3664 * tfactors.T9i + -1.2799 * tfactors.T913i + 10.7874 * tfactors.T913
                          + -0.552819 * tfactors.T9 + -0.0106439 * tfactors.T953 + -2.03486 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  79.3664 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -1.2799 * tfactors.T943i + (1.0/3.0) * 10.7874 * tfactors.T923i
                                   + -0.552819 + (5.0/3.0) * -0.0106439 * tfactors.T923 + -2.03486 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -12350,8 +14127,8 @@ void rate_Ni63_to_n_Ni62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ni64_to_n_Ni63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ni64_to_n_Ni63_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni64 --> n + Ni63
 
@@ -12366,9 +14143,13 @@ void rate_Ni64_to_n_Ni63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  53.9025 + -112.129 * tfactors.T9i + 7.01558 * tfactors.T913i + -23.8529 * tfactors.T913
                          + 2.50513 * tfactors.T9 + -0.227209 * tfactors.T953 + 9.15703 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  112.129 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 7.01558 * tfactors.T943i + (1.0/3.0) * -23.8529 * tfactors.T923i
                                   + 2.50513 + (5.0/3.0) * -0.227209 * tfactors.T923 + 9.15703 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -12382,8 +14163,8 @@ void rate_Ni64_to_n_Ni63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cu57_to_p_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cu57_to_p_Ni56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu57 --> p + Ni56
 
@@ -12398,9 +14179,13 @@ void rate_Cu57_to_p_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  18.6884 + -12.8235 * tfactors.T9i + -0.0409988 * tfactors.T913
                          + 0.0619696 * tfactors.T9 + -0.0172498 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.8235 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.0409988 * tfactors.T923i
                                   + 0.0619696 + (5.0/3.0) * -0.0172498 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -12415,9 +14200,13 @@ void rate_Cu57_to_p_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  9.42903 + -11.9135 * tfactors.T9i + -0.0409988 * tfactors.T913
                          + 0.0619696 * tfactors.T9 + -0.0172498 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  11.9135 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.0409988 * tfactors.T923i
                                   + 0.0619696 + (5.0/3.0) * -0.0172498 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -12432,9 +14221,13 @@ void rate_Cu57_to_p_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  43.8092 + -8.05352 * tfactors.T9i + -39.3 * tfactors.T913i + -0.0409988 * tfactors.T913
                          + 0.0619696 * tfactors.T9 + -0.0172498 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  8.05352 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.3 * tfactors.T943i + (1.0/3.0) * -0.0409988 * tfactors.T923i
                                   + 0.0619696 + (5.0/3.0) * -0.0172498 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -12449,9 +14242,13 @@ void rate_Cu57_to_p_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  30.7567 + -29.2535 * tfactors.T9i + -0.0409988 * tfactors.T913
                          + 0.0619696 * tfactors.T9 + -0.0172498 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  29.2535 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.0409988 * tfactors.T923i
                                   + 0.0619696 + (5.0/3.0) * -0.0172498 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -12466,9 +14263,13 @@ void rate_Cu57_to_p_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  30.9323 + -27.8535 * tfactors.T9i + -0.0409988 * tfactors.T913
                          + 0.0619696 * tfactors.T9 + -0.0172498 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  27.8535 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.0409988 * tfactors.T923i
                                   + 0.0619696 + (5.0/3.0) * -0.0172498 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -12482,8 +14283,8 @@ void rate_Cu57_to_p_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cu57_to_He4_Co53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cu57_to_He4_Co53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu57 --> He4 + Co53
 
@@ -12498,9 +14299,13 @@ void rate_Cu57_to_He4_Co53_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  82.608 + -82.2721 * tfactors.T9i + -94.0605 * tfactors.T913i + -2.61232 * tfactors.T913
                          + -0.4397 * tfactors.T9 + -0.00420698 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  82.2721 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -94.0605 * tfactors.T943i + (1.0/3.0) * -2.61232 * tfactors.T923i
                                   + -0.4397 + (5.0/3.0) * -0.00420698 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -12514,8 +14319,8 @@ void rate_Cu57_to_He4_Co53_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cu58_to_n_Cu57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cu58_to_n_Cu57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu58 --> n + Cu57
 
@@ -12530,9 +14335,13 @@ void rate_Cu58_to_n_Cu57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  34.7381 + -144.172 * tfactors.T9i + -0.954817 * tfactors.T913
                          + 0.394641 * tfactors.T9 + -0.0489206 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  144.172 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.954817 * tfactors.T923i
                                   + 0.394641 + (5.0/3.0) * -0.0489206 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -12546,8 +14355,8 @@ void rate_Cu58_to_n_Cu57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cu58_to_p_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cu58_to_p_Ni57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu58 --> p + Ni57
 
@@ -12562,9 +14371,13 @@ void rate_Cu58_to_p_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  61.6936 + -33.294 * tfactors.T9i + -39.0487 * tfactors.T913i + -0.339241 * tfactors.T913
                          + -2.87307 * tfactors.T9 + 0.382369 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  33.294 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.0487 * tfactors.T943i + (1.0/3.0) * -0.339241 * tfactors.T923i
                                   + -2.87307 + (5.0/3.0) * 0.382369 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -12578,8 +14391,8 @@ void rate_Cu58_to_p_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cu58_to_He4_Co54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cu58_to_He4_Co54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu58 --> He4 + Co54
 
@@ -12594,9 +14407,13 @@ void rate_Cu58_to_He4_Co54_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  79.5762 + -70.5255 * tfactors.T9i + -94.1012 * tfactors.T913i + 7.09095 * tfactors.T913
                          + -5.85934 * tfactors.T9 + 0.728369 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  70.5255 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -94.1012 * tfactors.T943i + (1.0/3.0) * 7.09095 * tfactors.T923i
                                   + -5.85934 + (5.0/3.0) * 0.728369 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -12610,8 +14427,8 @@ void rate_Cu58_to_He4_Co54_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cu59_to_n_Cu58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cu59_to_n_Cu58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu59 --> n + Cu58
 
@@ -12626,9 +14443,13 @@ void rate_Cu59_to_n_Cu58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  37.1783 + -148.149 * tfactors.T9i + -0.307504 * tfactors.T913
                          + 0.342948 * tfactors.T9 + -0.0507762 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  148.149 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.307504 * tfactors.T923i
                                   + 0.342948 + (5.0/3.0) * -0.0507762 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -12642,8 +14463,8 @@ void rate_Cu59_to_n_Cu58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cu59_to_p_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cu59_to_p_Ni58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu59 --> p + Ni58
 
@@ -12658,9 +14479,13 @@ void rate_Cu59_to_p_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  58.96 + -39.67 * tfactors.T9i + -39.0526 * tfactors.T913i + 1.0436 * tfactors.T913
                          + -2.10834 * tfactors.T9 + 0.239559 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  39.67 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.0526 * tfactors.T943i + (1.0/3.0) * 1.0436 * tfactors.T923i
                                   + -2.10834 + (5.0/3.0) * 0.239559 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -12674,8 +14499,8 @@ void rate_Cu59_to_p_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cu59_to_He4_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cu59_to_He4_Co55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu59 --> He4 + Co55
 
@@ -12690,9 +14515,13 @@ void rate_Cu59_to_He4_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  90.972 + -55.1745 * tfactors.T9i + -94.1404 * tfactors.T913i + -2.62786 * tfactors.T913
                          + -2.12066 * tfactors.T9 + 0.237999 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  55.1745 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -94.1404 * tfactors.T943i + (1.0/3.0) * -2.62786 * tfactors.T923i
                                   + -2.12066 + (5.0/3.0) * 0.237999 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -12706,8 +14535,8 @@ void rate_Cu59_to_He4_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cu60_to_n_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cu60_to_n_Cu59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu60 --> n + Cu59
 
@@ -12722,9 +14551,13 @@ void rate_Cu60_to_n_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  38.1923 + -116.72 * tfactors.T9i + -0.952104 * tfactors.T913
                          + 0.520444 * tfactors.T9 + -0.0746175 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  116.72 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.952104 * tfactors.T923i
                                   + 0.520444 + (5.0/3.0) * -0.0746175 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -12738,8 +14571,8 @@ void rate_Cu60_to_n_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cu60_to_p_Ni59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cu60_to_p_Ni59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu60 --> p + Ni59
 
@@ -12754,9 +14587,13 @@ void rate_Cu60_to_p_Ni59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  59.5059 + -51.9582 * tfactors.T9i + -39.0563 * tfactors.T913i + 2.1481 * tfactors.T913
                          + -1.76507 * tfactors.T9 + 0.1629 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  51.9582 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.0563 * tfactors.T943i + (1.0/3.0) * 2.1481 * tfactors.T923i
                                   + -1.76507 + (5.0/3.0) * 0.1629 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -12770,8 +14607,8 @@ void rate_Cu60_to_p_Ni59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cu60_to_He4_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cu60_to_He4_Co56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu60 --> He4 + Co56
 
@@ -12786,9 +14623,13 @@ void rate_Cu60_to_He4_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  91.0538 + -54.8853 * tfactors.T9i + -94.1784 * tfactors.T913i + -1.94118 * tfactors.T913
                          + -2.35306 * tfactors.T9 + 0.265186 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  54.8853 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -94.1784 * tfactors.T943i + (1.0/3.0) * -1.94118 * tfactors.T923i
                                   + -2.35306 + (5.0/3.0) * 0.265186 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -12802,8 +14643,8 @@ void rate_Cu60_to_He4_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cu61_to_n_Cu60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cu61_to_n_Cu60_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu61 --> n + Cu60
 
@@ -12818,9 +14659,13 @@ void rate_Cu61_to_n_Cu60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  39.249 + -135.899 * tfactors.T9i + -0.586034 * tfactors.T913
                          + 0.320768 * tfactors.T9 + -0.0484658 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  135.899 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.586034 * tfactors.T923i
                                   + 0.320768 + (5.0/3.0) * -0.0484658 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -12834,8 +14679,8 @@ void rate_Cu61_to_n_Cu60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cu61_to_p_Ni60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cu61_to_p_Ni60_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu61 --> p + Ni60
 
@@ -12850,9 +14695,13 @@ void rate_Cu61_to_p_Ni60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  59.2863 + -55.7078 * tfactors.T9i + -39.06 * tfactors.T913i + 1.28239 * tfactors.T913
                          + -1.76356 * tfactors.T9 + 0.18327 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  55.7078 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.06 * tfactors.T943i + (1.0/3.0) * 1.28239 * tfactors.T923i
                                   + -1.76356 + (5.0/3.0) * 0.18327 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -12866,8 +14715,8 @@ void rate_Cu61_to_p_Ni60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cu61_to_He4_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cu61_to_He4_Co57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu61 --> He4 + Co57
 
@@ -12882,9 +14731,13 @@ void rate_Cu61_to_He4_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  89.2903 + -58.7692 * tfactors.T9i + -94.2152 * tfactors.T913i + 0.976269 * tfactors.T913
                          + -2.37283 * tfactors.T9 + 0.195501 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  58.7692 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -94.2152 * tfactors.T943i + (1.0/3.0) * 0.976269 * tfactors.T923i
                                   + -2.37283 + (5.0/3.0) * 0.195501 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -12898,8 +14751,8 @@ void rate_Cu61_to_He4_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cu62_to_n_Cu61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cu62_to_n_Cu61_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu62 --> n + Cu61
 
@@ -12914,9 +14767,13 @@ void rate_Cu62_to_n_Cu61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  40.3353 + -103.112 * tfactors.T9i + -0.404348 * tfactors.T913
                          + 0.218353 * tfactors.T9 + -0.0562018 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  103.112 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.404348 * tfactors.T923i
                                   + 0.218353 + (5.0/3.0) * -0.0562018 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -12930,8 +14787,8 @@ void rate_Cu62_to_n_Cu61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cu62_to_p_Ni61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cu62_to_p_Ni61_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu62 --> p + Ni61
 
@@ -12946,9 +14803,13 @@ void rate_Cu62_to_p_Ni61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  61.0341 + -68.0711 * tfactors.T9i + -39.0635 * tfactors.T913i + 2.03251 * tfactors.T913
                          + -1.66085 * tfactors.T9 + 0.123527 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  68.0711 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.0635 * tfactors.T943i + (1.0/3.0) * 2.03251 * tfactors.T923i
                                   + -1.66085 + (5.0/3.0) * 0.123527 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -12962,8 +14823,8 @@ void rate_Cu62_to_p_Ni61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cu62_to_He4_Co58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cu62_to_He4_Co58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu62 --> He4 + Co58
 
@@ -12978,9 +14839,13 @@ void rate_Cu62_to_He4_Co58_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  89.2108 + -62.396 * tfactors.T9i + -94.2508 * tfactors.T913i + 1.47146 * tfactors.T913
                          + -2.87996 * tfactors.T9 + 0.26554 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  62.396 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -94.2508 * tfactors.T943i + (1.0/3.0) * 1.47146 * tfactors.T923i
                                   + -2.87996 + (5.0/3.0) * 0.26554 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -12994,8 +14859,8 @@ void rate_Cu62_to_He4_Co58_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cu63_to_n_Cu62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cu63_to_n_Cu62_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu63 --> n + Cu62
 
@@ -13010,9 +14875,13 @@ void rate_Cu63_to_n_Cu62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  40.4014 + -125.944 * tfactors.T9i + -0.723484 * tfactors.T913
                          + 0.215177 * tfactors.T9 + -0.0473749 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  125.944 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.723484 * tfactors.T923i
                                   + 0.215177 + (5.0/3.0) * -0.0473749 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -13026,8 +14895,8 @@ void rate_Cu63_to_n_Cu62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cu63_to_p_Ni62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cu63_to_p_Ni62_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu63 --> p + Ni62
 
@@ -13042,9 +14911,13 @@ void rate_Cu63_to_p_Ni62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  59.8332 + -71.0475 * tfactors.T9i + -39.0669 * tfactors.T913i + 1.33156 * tfactors.T913
                          + -1.30043 * tfactors.T9 + 0.0961101 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  71.0475 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.0669 * tfactors.T943i + (1.0/3.0) * 1.33156 * tfactors.T923i
                                   + -1.30043 + (5.0/3.0) * 0.0961101 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -13058,8 +14931,8 @@ void rate_Cu63_to_p_Ni62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cu63_to_He4_Co59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cu63_to_He4_Co59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu63 --> He4 + Co59
 
@@ -13074,9 +14947,13 @@ void rate_Cu63_to_He4_Co59_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  89.1118 + -67.0281 * tfactors.T9i + -94.2852 * tfactors.T913i + 1.64751 * tfactors.T913
                          + -2.1637 * tfactors.T9 + 0.119598 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  67.0281 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -94.2852 * tfactors.T943i + (1.0/3.0) * 1.64751 * tfactors.T923i
                                   + -2.1637 + (5.0/3.0) * 0.119598 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -13090,8 +14967,8 @@ void rate_Cu63_to_He4_Co59_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cu64_to_n_Cu63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cu64_to_n_Cu63_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu64 --> n + Cu63
 
@@ -13106,9 +14983,13 @@ void rate_Cu64_to_n_Cu63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  51.3753 + -91.9819 * tfactors.T9i + 11.3982 * tfactors.T913i + -24.4222 * tfactors.T913
                          + 1.95364 * tfactors.T9 + -0.18693 * tfactors.T953 + 11.7458 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  91.9819 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 11.3982 * tfactors.T943i + (1.0/3.0) * -24.4222 * tfactors.T923i
                                   + 1.95364 + (5.0/3.0) * -0.18693 * tfactors.T923 + 11.7458 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -13122,8 +15003,8 @@ void rate_Cu64_to_n_Cu63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cu64_to_p_Ni63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cu64_to_p_Ni63_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu64 --> p + Ni63
 
@@ -13138,9 +15019,13 @@ void rate_Cu64_to_p_Ni63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  63.5721 + -83.5601 * tfactors.T9i + -39.0703 * tfactors.T913i + -4.4238 * tfactors.T913
                          + -0.152239 * tfactors.T9 + 0.0171937 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  83.5601 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.0703 * tfactors.T943i + (1.0/3.0) * -4.4238 * tfactors.T923i
                                   + -0.152239 + (5.0/3.0) * 0.0171937 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -13154,8 +15039,8 @@ void rate_Cu64_to_p_Ni63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cu65_to_n_Cu64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cu65_to_n_Cu64_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu65 --> n + Cu64
 
@@ -13170,9 +15055,13 @@ void rate_Cu65_to_n_Cu64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  42.2436 + -115.009 * tfactors.T9i + -2.31276 * tfactors.T913
                          + 0.434599 * tfactors.T9 + -0.0715678 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  115.009 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -2.31276 * tfactors.T923i
                                   + 0.434599 + (5.0/3.0) * -0.0715678 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -13186,8 +15075,8 @@ void rate_Cu65_to_n_Cu64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Cu65_to_p_Ni64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Cu65_to_p_Ni64_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu65 --> p + Ni64
 
@@ -13202,9 +15091,13 @@ void rate_Cu65_to_p_Ni64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  59.9637 + -86.4924 * tfactors.T9i + -39.0735 * tfactors.T913i + 1.76823 * tfactors.T913
                          + -1.38855 * tfactors.T9 + 0.0515179 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  86.4924 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.0735 * tfactors.T943i + (1.0/3.0) * 1.76823 * tfactors.T923i
                                   + -1.38855 + (5.0/3.0) * 0.0515179 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -13218,8 +15111,8 @@ void rate_Cu65_to_p_Ni64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Zn59_to_p_Cu58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Zn59_to_p_Cu58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn59 --> p + Cu58
 
@@ -13234,9 +15127,13 @@ void rate_Zn59_to_p_Cu58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  58.3404 + -31.0762 * tfactors.T9i + -209.408 * tfactors.T913i + 176.007 * tfactors.T913
                          + -6.98867 * tfactors.T9 + 0.295678 * tfactors.T953 + -109.048 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  31.0762 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -209.408 * tfactors.T943i + (1.0/3.0) * 176.007 * tfactors.T923i
                                   + -6.98867 + (5.0/3.0) * 0.295678 * tfactors.T923 + -109.048 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -13251,9 +15148,13 @@ void rate_Zn59_to_p_Cu58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  16.5896 + -32.4274 * tfactors.T9i + -142.882 * tfactors.T913i + 138.901 * tfactors.T913
                          + -5.7482 * tfactors.T9 + 0.223571 * tfactors.T953 + -83.1553 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  32.4274 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -142.882 * tfactors.T943i + (1.0/3.0) * 138.901 * tfactors.T923i
                                   + -5.7482 + (5.0/3.0) * 0.223571 * tfactors.T923 + -83.1553 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -13268,9 +15169,13 @@ void rate_Zn59_to_p_Cu58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  56.5341 + -33.5916 * tfactors.T9i + -36.2109 * tfactors.T913i + -10.0201 * tfactors.T913
                          + 0.882265 * tfactors.T9 + -0.0954725 * tfactors.T953 + 4.78794 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  33.5916 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -36.2109 * tfactors.T943i + (1.0/3.0) * -10.0201 * tfactors.T923i
                                   + 0.882265 + (5.0/3.0) * -0.0954725 * tfactors.T923 + 4.78794 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -13284,8 +15189,8 @@ void rate_Zn59_to_p_Cu58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Zn59_to_p_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Zn59_to_p_Ni58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn59 --> p + Ni58
 
@@ -13300,8 +15205,12 @@ void rate_Zn59_to_p_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -5.57052;
     amrex::ignore_unused(tfactors);
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 = 0.0;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -13315,8 +15224,8 @@ void rate_Zn59_to_p_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Zn60_to_n_Zn59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Zn60_to_n_Zn59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn60 --> n + Zn59
 
@@ -13331,9 +15240,13 @@ void rate_Zn60_to_n_Zn59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  33.8125 + -174.051 * tfactors.T9i + 0.65324 * tfactors.T913
                          + -0.0259697 * tfactors.T9 + -0.00407906 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  174.051 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 0.65324 * tfactors.T923i
                                   + -0.0259697 + (5.0/3.0) * -0.00407906 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -13347,8 +15260,8 @@ void rate_Zn60_to_n_Zn59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Zn60_to_p_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Zn60_to_p_Cu59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn60 --> p + Cu59
 
@@ -13363,9 +15276,13 @@ void rate_Zn60_to_p_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  62.2929 + -59.4094 * tfactors.T9i + -39.9808 * tfactors.T913i + 1.17311 * tfactors.T913
                          + -2.90486 * tfactors.T9 + 0.339644 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  59.4094 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.9808 * tfactors.T943i + (1.0/3.0) * 1.17311 * tfactors.T923i
                                   + -2.90486 + (5.0/3.0) * 0.339644 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -13379,8 +15296,8 @@ void rate_Zn60_to_p_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Zn60_to_He4_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Zn60_to_He4_Ni56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn60 --> He4 + Ni56
 
@@ -13395,9 +15312,13 @@ void rate_Zn60_to_He4_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  86.0619 + -31.4367 * tfactors.T9i + -96.4898 * tfactors.T913i + 6.47209 * tfactors.T913
                          + -5.2029 * tfactors.T9 + 0.533391 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  31.4367 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -96.4898 * tfactors.T943i + (1.0/3.0) * 6.47209 * tfactors.T923i
                                   + -5.2029 + (5.0/3.0) * 0.533391 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -13411,8 +15332,8 @@ void rate_Zn60_to_He4_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Zn61_to_n_Zn60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Zn61_to_n_Zn60_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn61 --> n + Zn60
 
@@ -13427,9 +15348,13 @@ void rate_Zn61_to_n_Zn60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  35.7839 + -118.702 * tfactors.T9i + 0.0559751 * tfactors.T913
                          + 0.208641 * tfactors.T9 + -0.0357451 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  118.702 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 0.0559751 * tfactors.T923i
                                   + 0.208641 + (5.0/3.0) * -0.0357451 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -13443,8 +15368,8 @@ void rate_Zn61_to_n_Zn60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Zn61_to_p_Cu60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Zn61_to_p_Cu60_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn61 --> p + Cu60
 
@@ -13459,9 +15384,13 @@ void rate_Zn61_to_p_Cu60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  59.9142 + -61.3919 * tfactors.T9i + -39.9846 * tfactors.T913i + 3.2392 * tfactors.T913
                          + -2.37211 * tfactors.T9 + 0.239391 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  61.3919 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.9846 * tfactors.T943i + (1.0/3.0) * 3.2392 * tfactors.T923i
                                   + -2.37211 + (5.0/3.0) * 0.239391 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -13475,8 +15404,8 @@ void rate_Zn61_to_p_Cu60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Zn61_to_He4_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Zn61_to_He4_Ni57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn61 --> He4 + Ni57
 
@@ -13491,9 +15420,13 @@ void rate_Zn61_to_He4_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  86.4776 + -31.1979 * tfactors.T9i + -96.5275 * tfactors.T913i + 5.42001 * tfactors.T913
                          + -3.93988 * tfactors.T9 + 0.358068 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  31.1979 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -96.5275 * tfactors.T943i + (1.0/3.0) * 5.42001 * tfactors.T923i
                                   + -3.93988 + (5.0/3.0) * 0.358068 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -13507,8 +15440,8 @@ void rate_Zn61_to_He4_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Zn62_to_n_Zn61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Zn62_to_n_Zn61_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn62 --> n + Zn61
 
@@ -13523,9 +15456,13 @@ void rate_Zn62_to_n_Zn61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  38.7699 + -149.667 * tfactors.T9i + 0.174908 * tfactors.T913
                          + 0.222207 * tfactors.T9 + -0.0495297 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  149.667 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 0.174908 * tfactors.T923i
                                   + 0.222207 + (5.0/3.0) * -0.0495297 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -13539,8 +15476,8 @@ void rate_Zn62_to_n_Zn61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Zn62_to_p_Cu61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Zn62_to_p_Cu61_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn62 --> p + Cu61
 
@@ -13555,9 +15492,13 @@ void rate_Zn62_to_p_Cu61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  61.6372 + -75.1596 * tfactors.T9i + -39.9882 * tfactors.T913i + 2.26956 * tfactors.T913
                          + -1.69006 * tfactors.T9 + 0.132363 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  75.1596 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.9882 * tfactors.T943i + (1.0/3.0) * 2.26956 * tfactors.T923i
                                   + -1.69006 + (5.0/3.0) * 0.132363 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -13571,8 +15512,8 @@ void rate_Zn62_to_p_Cu61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Zn62_to_He4_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Zn62_to_He4_Ni58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn62 --> He4 + Ni58
 
@@ -13587,9 +15528,13 @@ void rate_Zn62_to_He4_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  87.8504 + -39.0915 * tfactors.T9i + -96.5638 * tfactors.T913i + 2.81593 * tfactors.T913
                          + -2.43398 * tfactors.T9 + 0.140051 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  39.0915 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -96.5638 * tfactors.T943i + (1.0/3.0) * 2.81593 * tfactors.T923i
                                   + -2.43398 + (5.0/3.0) * 0.140051 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -13603,8 +15548,8 @@ void rate_Zn62_to_He4_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Zn63_to_n_Zn62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Zn63_to_n_Zn62_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn63 --> n + Zn62
 
@@ -13619,9 +15564,13 @@ void rate_Zn63_to_n_Zn62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  38.7908 + -105.751 * tfactors.T9i + -0.365196 * tfactors.T913
                          + 0.230327 * tfactors.T9 + -0.0605553 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  105.751 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.365196 * tfactors.T923i
                                   + 0.230327 + (5.0/3.0) * -0.0605553 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -13635,8 +15584,8 @@ void rate_Zn63_to_n_Zn62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Zn63_to_p_Cu62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Zn63_to_p_Cu62_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn63 --> p + Cu62
 
@@ -13651,9 +15600,13 @@ void rate_Zn63_to_p_Cu62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  59.9432 + -77.7984 * tfactors.T9i + -39.9917 * tfactors.T913i + 2.6186 * tfactors.T913
                          + -1.69105 * tfactors.T9 + 0.132898 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  77.7984 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.9917 * tfactors.T943i + (1.0/3.0) * 2.6186 * tfactors.T923i
                                   + -1.69105 + (5.0/3.0) * 0.132898 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -13667,8 +15620,8 @@ void rate_Zn63_to_p_Cu62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Zn63_to_He4_Ni59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Zn63_to_He4_Ni59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn63 --> He4 + Ni59
 
@@ -13683,9 +15636,13 @@ void rate_Zn63_to_He4_Ni59_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  88.047 + -40.4102 * tfactors.T9i + -96.5991 * tfactors.T913i + 2.66136 * tfactors.T913
                          + -2.36841 * tfactors.T9 + 0.148474 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  40.4102 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -96.5991 * tfactors.T943i + (1.0/3.0) * 2.66136 * tfactors.T923i
                                   + -2.36841 + (5.0/3.0) * 0.148474 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -13699,8 +15656,8 @@ void rate_Zn63_to_He4_Ni59_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Zn64_to_n_Zn63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Zn64_to_n_Zn63_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn64 --> n + Zn63
 
@@ -13715,9 +15672,13 @@ void rate_Zn64_to_n_Zn63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  41.3222 + -137.651 * tfactors.T9i + -0.526805 * tfactors.T913
                          + 0.294653 * tfactors.T9 + -0.0660418 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  137.651 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.526805 * tfactors.T923i
                                   + 0.294653 + (5.0/3.0) * -0.0660418 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -13731,8 +15692,8 @@ void rate_Zn64_to_n_Zn63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Zn64_to_p_Cu63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Zn64_to_p_Cu63_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn64 --> p + Cu63
 
@@ -13747,9 +15708,13 @@ void rate_Zn64_to_p_Cu63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  62.194 + -89.5055 * tfactors.T9i + -39.995 * tfactors.T913i + 1.69705 * tfactors.T913
                          + -1.11391 * tfactors.T9 + 0.0416287 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  89.5055 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.995 * tfactors.T943i + (1.0/3.0) * 1.69705 * tfactors.T923i
                                   + -1.11391 + (5.0/3.0) * 0.0416287 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -13763,8 +15728,8 @@ void rate_Zn64_to_p_Cu63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Zn64_to_He4_Ni60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Zn64_to_He4_Ni60_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn64 --> He4 + Ni60
 
@@ -13779,9 +15744,13 @@ void rate_Zn64_to_He4_Ni60_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  89.0883 + -45.912 * tfactors.T9i + -96.6332 * tfactors.T913i + 1.06508 * tfactors.T913
                          + -1.52905 * tfactors.T9 + 0.0316173 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  45.912 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -96.6332 * tfactors.T943i + (1.0/3.0) * 1.06508 * tfactors.T923i
                                   + -1.52905 + (5.0/3.0) * 0.0316173 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -13795,8 +15764,8 @@ void rate_Zn64_to_He4_Ni60_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Zn65_to_n_Zn64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Zn65_to_n_Zn64_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn65 --> n + Zn64
 
@@ -13811,9 +15780,13 @@ void rate_Zn65_to_n_Zn64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  34.9923 + -92.5665 * tfactors.T9i + -3.1973 * tfactors.T913i + 6.0545 * tfactors.T913
                          + 0.171155 * tfactors.T9 + -0.0905702 * tfactors.T953 + -1.39286 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  92.5665 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -3.1973 * tfactors.T943i + (1.0/3.0) * 6.0545 * tfactors.T923i
                                   + 0.171155 + (5.0/3.0) * -0.0905702 * tfactors.T923 + -1.39286 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -13827,8 +15800,8 @@ void rate_Zn65_to_n_Zn64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Zn65_to_p_Cu64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Zn65_to_p_Cu64_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn65 --> p + Cu64
 
@@ -13843,9 +15816,13 @@ void rate_Zn65_to_p_Cu64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  61.97 + -90.2404 * tfactors.T9i + -39.9983 * tfactors.T913i + -2.9846 * tfactors.T913
                          + 0.0709769 * tfactors.T9 + -0.0519569 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  90.2404 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.9983 * tfactors.T943i + (1.0/3.0) * -2.9846 * tfactors.T923i
                                   + 0.0709769 + (5.0/3.0) * -0.0519569 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -13859,8 +15836,8 @@ void rate_Zn65_to_p_Cu64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Zn65_to_He4_Ni61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Zn65_to_He4_Ni61_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn65 --> He4 + Ni61
 
@@ -13875,9 +15852,13 @@ void rate_Zn65_to_He4_Ni61_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  88.4751 + -47.7597 * tfactors.T9i + -96.6663 * tfactors.T913i + 2.54794 * tfactors.T913
                          + -2.65791 * tfactors.T9 + 0.204247 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  47.7597 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -96.6663 * tfactors.T943i + (1.0/3.0) * 2.54794 * tfactors.T923i
                                   + -2.65791 + (5.0/3.0) * 0.204247 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -13891,8 +15872,8 @@ void rate_Zn65_to_He4_Ni61_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Zn66_to_n_Zn65_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Zn66_to_n_Zn65_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn66 --> n + Zn65
 
@@ -13907,9 +15888,13 @@ void rate_Zn66_to_n_Zn65_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  53.0981 + -128.372 * tfactors.T9i + 5.38411 * tfactors.T913i + -18.0063 * tfactors.T913
                          + 1.89109 * tfactors.T9 + -0.191482 * tfactors.T953 + 7.34419 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  128.372 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 5.38411 * tfactors.T943i + (1.0/3.0) * -18.0063 * tfactors.T923i
                                   + 1.89109 + (5.0/3.0) * -0.191482 * tfactors.T923 + 7.34419 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -13923,8 +15908,8 @@ void rate_Zn66_to_n_Zn65_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Zn66_to_p_Cu65_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Zn66_to_p_Cu65_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn66 --> p + Cu65
 
@@ -13939,9 +15924,13 @@ void rate_Zn66_to_p_Cu65_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  61.9444 + -103.567 * tfactors.T9i + -40.0015 * tfactors.T913i + 2.89473 * tfactors.T913
                          + -1.70171 * tfactors.T9 + 0.092664 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  103.567 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -40.0015 * tfactors.T943i + (1.0/3.0) * 2.89473 * tfactors.T923i
                                   + -1.70171 + (5.0/3.0) * 0.092664 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -13955,8 +15944,8 @@ void rate_Zn66_to_p_Cu65_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Zn66_to_He4_Ni62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Zn66_to_He4_Ni62_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn66 --> He4 + Ni62
 
@@ -13971,9 +15960,13 @@ void rate_Zn66_to_He4_Ni62_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  89.663 + -53.1283 * tfactors.T9i + -96.6983 * tfactors.T913i + 0.80536 * tfactors.T913
                          + -1.39385 * tfactors.T9 + 0.000644409 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  53.1283 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -96.6983 * tfactors.T943i + (1.0/3.0) * 0.80536 * tfactors.T923i
                                   + -1.39385 + (5.0/3.0) * 0.000644409 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -13987,8 +15980,8 @@ void rate_Zn66_to_He4_Ni62_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ga62_to_p_Zn61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ga62_to_p_Zn61_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ga62 --> p + Zn61
 
@@ -14003,9 +15996,13 @@ void rate_Ga62_to_p_Zn61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  5.18997 + -48.9859 * tfactors.T9i + 207.487 * tfactors.T913i + -181.718 * tfactors.T913
                          + 5.86358 * tfactors.T9 + -0.221479 * tfactors.T953 + 121.305 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  48.9859 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 207.487 * tfactors.T943i + (1.0/3.0) * -181.718 * tfactors.T923i
                                   + 5.86358 + (5.0/3.0) * -0.221479 * tfactors.T923 + 121.305 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -14020,9 +16017,13 @@ void rate_Ga62_to_p_Zn61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  11301.2 + -125.341 * tfactors.T9i + 6932.15 * tfactors.T913i + -20433.4 * tfactors.T913
                          + 2726.25 * tfactors.T9 + -416.477 * tfactors.T953 + 7005.24 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  125.341 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 6932.15 * tfactors.T943i + (1.0/3.0) * -20433.4 * tfactors.T923i
                                   + 2726.25 + (5.0/3.0) * -416.477 * tfactors.T923 + 7005.24 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -14037,9 +16038,13 @@ void rate_Ga62_to_p_Zn61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  60.6455 + -34.2325 * tfactors.T9i + -36.9213 * tfactors.T913i + -12.8434 * tfactors.T913
                          + 1.30735 * tfactors.T9 + -0.136745 * tfactors.T953 + 5.41008 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  34.2325 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -36.9213 * tfactors.T943i + (1.0/3.0) * -12.8434 * tfactors.T923i
                                   + 1.30735 + (5.0/3.0) * -0.136745 * tfactors.T923 + 5.41008 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -14053,8 +16058,8 @@ void rate_Ga62_to_p_Zn61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ga62_to_He4_Cu58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ga62_to_He4_Cu58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ga62 --> He4 + Cu58
 
@@ -14069,9 +16074,13 @@ void rate_Ga62_to_He4_Cu58_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  103.952 + -32.0666 * tfactors.T9i + -98.8498 * tfactors.T913i + -21.411 * tfactors.T913
                          + 1.84489 * tfactors.T9 + -0.142549 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  32.0666 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -98.8498 * tfactors.T943i + (1.0/3.0) * -21.411 * tfactors.T923i
                                   + 1.84489 + (5.0/3.0) * -0.142549 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -14085,8 +16094,8 @@ void rate_Ga62_to_He4_Cu58_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ga63_to_n_Ga62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ga63_to_n_Ga62_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ga63 --> n + Ga62
 
@@ -14101,9 +16110,13 @@ void rate_Ga63_to_n_Ga62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  35.9806 + -146.426 * tfactors.T9i + -0.413123 * tfactors.T913
                          + 0.505609 * tfactors.T9 + -0.0792987 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  146.426 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.413123 * tfactors.T923i
                                   + 0.505609 + (5.0/3.0) * -0.0792987 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -14117,8 +16130,8 @@ void rate_Ga63_to_n_Ga62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ga63_to_p_Zn62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ga63_to_p_Zn62_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ga63 --> p + Zn62
 
@@ -14133,9 +16146,13 @@ void rate_Ga63_to_p_Zn62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -16.133 + -52.7571 * tfactors.T9i + 181.058 * tfactors.T913i + -128.039 * tfactors.T913
                          + 5.3613 * tfactors.T9 + -0.329542 * tfactors.T953 + 88.9371 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  52.7571 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 181.058 * tfactors.T943i + (1.0/3.0) * -128.039 * tfactors.T923i
                                   + 5.3613 + (5.0/3.0) * -0.329542 * tfactors.T923 + 88.9371 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -14150,9 +16167,13 @@ void rate_Ga63_to_p_Zn62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  59.4822 + -31.1177 * tfactors.T9i + -31.4331 * tfactors.T913i + -19.7752 * tfactors.T913
                          + 1.69239 * tfactors.T9 + -0.16473 * tfactors.T953 + 9.1608 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  31.1177 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -31.4331 * tfactors.T943i + (1.0/3.0) * -19.7752 * tfactors.T923i
                                   + 1.69239 + (5.0/3.0) * -0.16473 * tfactors.T923 + 9.1608 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -14167,9 +16188,13 @@ void rate_Ga63_to_p_Zn62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  7911.23 + -90.8719 * tfactors.T9i + 4643.34 * tfactors.T913i + -14105.9 * tfactors.T913
                          + 1925.65 * tfactors.T9 + -299.872 * tfactors.T953 + 4770.14 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  90.8719 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 4643.34 * tfactors.T943i + (1.0/3.0) * -14105.9 * tfactors.T923i
                                   + 1925.65 + (5.0/3.0) * -299.872 * tfactors.T923 + 4770.14 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -14184,9 +16209,13 @@ void rate_Ga63_to_p_Zn62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  69.6876 + -52.939 * tfactors.T9i + 516.062 * tfactors.T913i + -567.538 * tfactors.T913
                          + 23.7454 * tfactors.T9 + -1.02526 * tfactors.T953 + 329.36 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  52.939 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 516.062 * tfactors.T943i + (1.0/3.0) * -567.538 * tfactors.T923i
                                   + 23.7454 + (5.0/3.0) * -1.02526 * tfactors.T923 + 329.36 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -14200,8 +16229,8 @@ void rate_Ga63_to_p_Zn62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ga63_to_He4_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ga63_to_He4_Cu59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ga63 --> He4 + Cu59
 
@@ -14216,9 +16245,13 @@ void rate_Ga63_to_He4_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  93.0086 + -30.3432 * tfactors.T9i + -98.8858 * tfactors.T913i + -2.92113 * tfactors.T913
                          + -2.38226 * tfactors.T9 + 0.272994 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  30.3432 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -98.8858 * tfactors.T943i + (1.0/3.0) * -2.92113 * tfactors.T923i
                                   + -2.38226 + (5.0/3.0) * 0.272994 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -14232,8 +16265,8 @@ void rate_Ga63_to_He4_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ga64_to_n_Ga63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ga64_to_n_Ga63_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ga64 --> n + Ga63
 
@@ -14248,9 +16281,13 @@ void rate_Ga64_to_n_Ga63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  37.8755 + -120.206 * tfactors.T9i + 1.0342 * tfactors.T913
                          + 0.0882306 * tfactors.T9 + -0.0437444 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  120.206 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 1.0342 * tfactors.T923i
                                   + 0.0882306 + (5.0/3.0) * -0.0437444 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -14264,8 +16301,8 @@ void rate_Ga64_to_n_Ga63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ga64_to_p_Zn63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ga64_to_p_Zn63_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ga64 --> p + Zn63
 
@@ -14280,9 +16317,13 @@ void rate_Ga64_to_p_Zn63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  61.9074 + -45.3767 * tfactors.T9i + -40.9093 * tfactors.T913i + 2.88162 * tfactors.T913
                          + -2.11741 * tfactors.T9 + 0.191601 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  45.3767 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -40.9093 * tfactors.T943i + (1.0/3.0) * 2.88162 * tfactors.T923i
                                   + -2.11741 + (5.0/3.0) * 0.191601 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -14296,8 +16337,8 @@ void rate_Ga64_to_p_Zn63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ga64_to_He4_Cu60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ga64_to_He4_Cu60_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ga64 --> He4 + Cu60
 
@@ -14312,9 +16353,13 @@ void rate_Ga64_to_He4_Cu60_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  92.8863 + -33.8287 * tfactors.T9i + -98.9207 * tfactors.T913i + 0.933671 * tfactors.T913
                          + -3.79958 * tfactors.T9 + 0.446216 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  33.8287 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -98.9207 * tfactors.T943i + (1.0/3.0) * 0.933671 * tfactors.T923i
                                   + -3.79958 + (5.0/3.0) * 0.446216 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -14328,8 +16373,8 @@ void rate_Ga64_to_He4_Cu60_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ge63_to_p_Ga62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ge63_to_p_Ga62_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ge63 --> p + Ga62
 
@@ -14344,9 +16389,13 @@ void rate_Ge63_to_p_Ga62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  9653.53 + -138.896 * tfactors.T9i + 6926.61 * tfactors.T913i + -18459.0 * tfactors.T913
                          + 2374.61 * tfactors.T9 + -366.508 * tfactors.T953 + 6588.46 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  138.896 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 6926.61 * tfactors.T943i + (1.0/3.0) * -18459.0 * tfactors.T923i
                                   + 2374.61 + (5.0/3.0) * -366.508 * tfactors.T923 + 6588.46 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -14361,9 +16410,13 @@ void rate_Ge63_to_p_Ga62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  52.0997 + -25.9182 * tfactors.T9i + -45.5057 * tfactors.T913i + 1.9831 * tfactors.T913
                          + -0.147339 * tfactors.T9 + -0.0169469 * tfactors.T953 + -0.96033 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  25.9182 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -45.5057 * tfactors.T943i + (1.0/3.0) * 1.9831 * tfactors.T923i
                                   + -0.147339 + (5.0/3.0) * -0.0169469 * tfactors.T923 + -0.96033 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -14378,9 +16431,13 @@ void rate_Ge63_to_p_Ga62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  290.665 + -26.1495 * tfactors.T9i + -8.15451 * tfactors.T913i + -301.681 * tfactors.T913
                          + 33.0147 * tfactors.T9 + -2.8672 * tfactors.T953 + 72.2354 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  26.1495 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -8.15451 * tfactors.T943i + (1.0/3.0) * -301.681 * tfactors.T923i
                                   + 33.0147 + (5.0/3.0) * -2.8672 * tfactors.T923 + 72.2354 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -14395,9 +16452,13 @@ void rate_Ge63_to_p_Ga62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  45.3582 + -27.0759 * tfactors.T9i + -107.856 * tfactors.T913i + 80.6244 * tfactors.T913
                          + -2.84514 * tfactors.T9 + 0.087641 * tfactors.T953 + -55.0078 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  27.0759 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -107.856 * tfactors.T943i + (1.0/3.0) * 80.6244 * tfactors.T923i
                                   + -2.84514 + (5.0/3.0) * 0.087641 * tfactors.T923 + -55.0078 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -14412,9 +16473,13 @@ void rate_Ge63_to_p_Ga62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  76.0205 + -30.5116 * tfactors.T9i + 11.0703 * tfactors.T913i + -66.0297 * tfactors.T913
                          + 2.89115 * tfactors.T9 + -0.129107 * tfactors.T953 + 30.8214 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  30.5116 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 11.0703 * tfactors.T943i + (1.0/3.0) * -66.0297 * tfactors.T923i
                                   + 2.89115 + (5.0/3.0) * -0.129107 * tfactors.T923 + 30.8214 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -14428,8 +16493,8 @@ void rate_Ge63_to_p_Ga62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ge63_to_He4_Zn59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ge63_to_He4_Zn59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ge63 --> He4 + Zn59
 
@@ -14444,9 +16509,13 @@ void rate_Ge63_to_He4_Zn59_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  101.382 + -24.5389 * tfactors.T9i + -101.146 * tfactors.T913i + -14.3723 * tfactors.T913
                          + 0.893059 * tfactors.T9 + -0.0564743 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  24.5389 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -101.146 * tfactors.T943i + (1.0/3.0) * -14.3723 * tfactors.T923i
                                   + 0.893059 + (5.0/3.0) * -0.0564743 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -14460,8 +16529,8 @@ void rate_Ge63_to_He4_Zn59_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ge64_to_n_Ge63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ge64_to_n_Ge63_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ge64 --> n + Ge63
 
@@ -14476,9 +16545,13 @@ void rate_Ge64_to_n_Ge63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  33.4278 + -179.145 * tfactors.T9i + 0.20987 * tfactors.T913
                          + 0.182208 * tfactors.T9 + -0.0339886 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  179.145 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 0.20987 * tfactors.T923i
                                   + 0.182208 + (5.0/3.0) * -0.0339886 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -14492,8 +16565,8 @@ void rate_Ge64_to_n_Ge63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ge64_to_p_Ga63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ge64_to_p_Ga63_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ge64 --> p + Ga63
 
@@ -14508,9 +16581,13 @@ void rate_Ge64_to_p_Ga63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  63.0475 + -58.6907 * tfactors.T9i + -41.8134 * tfactors.T913i + 1.45084 * tfactors.T913
                          + -3.1328 * tfactors.T9 + 0.353318 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  58.6907 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -41.8134 * tfactors.T943i + (1.0/3.0) * 1.45084 * tfactors.T923i
                                   + -3.1328 + (5.0/3.0) * 0.353318 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -14524,8 +16601,8 @@ void rate_Ge64_to_p_Ga63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Ge64_to_He4_Zn60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Ge64_to_He4_Zn60_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ge64 --> He4 + Zn60
 
@@ -14540,9 +16617,13 @@ void rate_Ge64_to_He4_Zn60_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  86.1182 + -29.6245 * tfactors.T9i + -101.182 * tfactors.T913i + 10.4963 * tfactors.T913
                          + -7.04215 * tfactors.T9 + 0.732883 * tfactors.T953 + 0.833333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  29.6245 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -101.182 * tfactors.T943i + (1.0/3.0) * 10.4963 * tfactors.T923i
                                   + -7.04215 + (5.0/3.0) * 0.732883 * tfactors.T923 + 0.833333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -14556,8 +16637,8 @@ void rate_Ge64_to_He4_Zn60_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Li6_to_n_p_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Li6_to_n_p_He4_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Li6 --> n + p + He4
 
@@ -14572,9 +16653,13 @@ void rate_Li6_to_n_p_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  33.4196 + -62.2896 * tfactors.T9i + 1.44987 * tfactors.T913i + -1.42759 * tfactors.T913
                          + 0.0454035 * tfactors.T9 + 0.00471161 * tfactors.T953 + 2.0 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  62.2896 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 1.44987 * tfactors.T943i + (1.0/3.0) * -1.42759 * tfactors.T923i
                                   + 0.0454035 + (5.0/3.0) * 0.00471161 * tfactors.T923 + 2.0 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -14588,8 +16673,8 @@ void rate_Li6_to_n_p_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_Be9_to_n_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_Be9_to_n_He4_He4_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Be9 --> n + He4 + He4
 
@@ -14604,9 +16689,13 @@ void rate_Be9_to_n_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  37.273 + -18.2597 * tfactors.T9i + -13.3317 * tfactors.T913i + 13.2237 * tfactors.T913
                          + -9.06339 * tfactors.T9 + 2.33333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  18.2597 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -13.3317 * tfactors.T943i + (1.0/3.0) * 13.2237 * tfactors.T923i
                                   + -9.06339 + 2.33333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -14621,9 +16710,13 @@ void rate_Be9_to_n_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  38.6902 + -19.2792 * tfactors.T9i + -1.56673 * tfactors.T913i + -5.43497 * tfactors.T913
                          + 0.673807 * tfactors.T9 + -0.041014 * tfactors.T953 + 1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  19.2792 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -1.56673 * tfactors.T943i + (1.0/3.0) * -5.43497 * tfactors.T923i
                                   + 0.673807 + (5.0/3.0) * -0.041014 * tfactors.T923 + 1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -14637,8 +16730,8 @@ void rate_Be9_to_n_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_to_He4_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_to_He4_He4_He4_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 --> 3 He4
 
@@ -14653,9 +16746,13 @@ void rate_C12_to_He4_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  22.394 + -88.5493 * tfactors.T9i + -13.49 * tfactors.T913i + 21.4259 * tfactors.T913
                          + -1.34769 * tfactors.T9 + 0.0879816 * tfactors.T953 + -10.1653 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  88.5493 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -13.49 * tfactors.T943i + (1.0/3.0) * 21.4259 * tfactors.T923i
                                   + -1.34769 + (5.0/3.0) * 0.0879816 * tfactors.T923 + -10.1653 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -14670,9 +16767,13 @@ void rate_C12_to_He4_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  34.9561 + -85.4472 * tfactors.T9i + -23.57 * tfactors.T913i + 20.4886 * tfactors.T913
                          + -12.9882 * tfactors.T9 + -20.0 * tfactors.T953 + 0.83333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  85.4472 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -23.57 * tfactors.T943i + (1.0/3.0) * 20.4886 * tfactors.T923i
                                   + -12.9882 + (5.0/3.0) * -20.0 * tfactors.T923 + 0.83333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -14687,9 +16788,13 @@ void rate_C12_to_He4_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  45.7734 + -84.4227 * tfactors.T9i + -37.06 * tfactors.T913i + 29.3493 * tfactors.T913
                          + -115.507 * tfactors.T9 + -10.0 * tfactors.T953 + 1.66667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  84.4227 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -37.06 * tfactors.T943i + (1.0/3.0) * 29.3493 * tfactors.T923i
                                   + -115.507 + (5.0/3.0) * -10.0 * tfactors.T923 + 1.66667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -14703,8 +16808,8 @@ void rate_C12_to_He4_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_p_to_d_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_p_to_d_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // n + p --> d
 
@@ -14719,9 +16824,13 @@ void rate_n_p_to_d_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real&
     ln_set_rate =  12.3687 + -2.70618 * tfactors.T913
                          + 0.11718 * tfactors.T9 + -0.00312788 * tfactors.T953 + 0.469127 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -2.70618 * tfactors.T923i
                                   + 0.11718 + (5.0/3.0) * -0.00312788 * tfactors.T923 + 0.469127 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -14736,9 +16845,13 @@ void rate_n_p_to_d_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real&
     ln_set_rate =  10.7548 + -2.30472 * tfactors.T913
                          + -0.887862 * tfactors.T9 + 0.137663 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -2.30472 * tfactors.T923i
                                   + -0.887862 + (5.0/3.0) * 0.137663 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -14753,9 +16866,13 @@ void rate_n_p_to_d_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real&
     ln_set_rate =  8.84688 + -0.0102082 * tfactors.T913
                          + -0.0893959 * tfactors.T9 + 0.00696704 * tfactors.T953 + 1.0 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.0102082 * tfactors.T923i
                                   + -0.0893959 + (5.0/3.0) * 0.00696704 * tfactors.T923 + 1.0 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -14769,8 +16886,8 @@ void rate_n_p_to_d_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real&
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_p_to_d_reaclib_bet_pos(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_p_to_d_reaclib_beta_pos(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // p + p --> d
 
@@ -14785,9 +16902,13 @@ void rate_p_p_to_d_reaclib_bet_pos(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -34.7863 + -3.51193 * tfactors.T913i + 3.10086 * tfactors.T913
                          + -0.198314 * tfactors.T9 + 0.0126251 * tfactors.T953 + -1.02517 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -3.51193 * tfactors.T943i + (1.0/3.0) * 3.10086 * tfactors.T923i
                                   + -0.198314 + (5.0/3.0) * 0.0126251 * tfactors.T923 + -1.02517 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -14801,8 +16922,8 @@ void rate_p_p_to_d_reaclib_bet_pos(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_p_to_d_reaclib_electron_capture(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_p_to_d_reaclib_electron_capture(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // p + p --> d
 
@@ -14817,9 +16938,13 @@ void rate_p_p_to_d_reaclib_electron_capture(const tf_t& tfactors, amrex::Real& r
     ln_set_rate =  -43.6499 + -0.00246064 * tfactors.T9i + -2.7507 * tfactors.T913i + -0.424877 * tfactors.T913
                          + 0.015987 * tfactors.T9 + -0.000690875 * tfactors.T953 + -0.207625 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.00246064 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -2.7507 * tfactors.T943i + (1.0/3.0) * -0.424877 * tfactors.T923i
                                   + 0.015987 + (5.0/3.0) * -0.000690875 * tfactors.T923 + -0.207625 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -14833,8 +16958,8 @@ void rate_p_p_to_d_reaclib_electron_capture(const tf_t& tfactors, amrex::Real& r
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_d_to_He3_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_d_to_He3_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // d + p --> He3
 
@@ -14849,9 +16974,13 @@ void rate_p_d_to_He3_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
     ln_set_rate =  8.93525 + -3.7208 * tfactors.T913i + 0.198654 * tfactors.T913
                          + 0.333333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -3.7208 * tfactors.T943i + (1.0/3.0) * 0.198654 * tfactors.T923i
                                   + 0.333333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -14866,9 +16995,13 @@ void rate_p_d_to_He3_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
     ln_set_rate =  7.52898 + -3.7208 * tfactors.T913i + 0.871782 * tfactors.T913
                          + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -3.7208 * tfactors.T943i + (1.0/3.0) * 0.871782 * tfactors.T923i
                                   + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -14882,8 +17015,8 @@ void rate_p_d_to_He3_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_d_d_to_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_d_d_to_He4_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // d + d --> He4
 
@@ -14898,9 +17031,13 @@ void rate_d_d_to_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
     ln_set_rate =  3.78177 + -4.26166 * tfactors.T913i + -0.119233 * tfactors.T913
                          + 0.778829 * tfactors.T9 + -0.0925203 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -4.26166 * tfactors.T943i + (1.0/3.0) * -0.119233 * tfactors.T923i
                                   + 0.778829 + (5.0/3.0) * -0.0925203 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -14914,8 +17051,8 @@ void rate_d_d_to_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Rea
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_d_to_Li6_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_d_to_Li6_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // d + He4 --> Li6
 
@@ -14930,9 +17067,13 @@ void rate_He4_d_to_Li6_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  4.12313 + -7.889 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  7.889 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -14947,9 +17088,13 @@ void rate_He4_d_to_Li6_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  -0.676485 + 6.3911e-05 * tfactors.T9i + -7.55198 * tfactors.T913i + 5.77546 * tfactors.T913
                          + -0.487854 * tfactors.T9 + 0.032833 * tfactors.T953 + -1.12305 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -6.3911e-05 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -7.55198 * tfactors.T943i + (1.0/3.0) * 5.77546 * tfactors.T923i
                                   + -0.487854 + (5.0/3.0) * 0.032833 * tfactors.T923 + -1.12305 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -14963,8 +17108,8 @@ void rate_He4_d_to_Li6_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_He3_to_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_He3_to_He4_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // He3 + n --> He4
 
@@ -14979,9 +17124,13 @@ void rate_n_He3_to_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  9.04572 + -1.50147 * tfactors.T913
                          + 1.0 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.50147 * tfactors.T923i
                                   + 1.0 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -14996,8 +17145,12 @@ void rate_n_He3_to_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  5.51711;
     amrex::ignore_unused(tfactors);
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 = 0.0;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -15011,8 +17164,8 @@ void rate_n_He3_to_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_He3_to_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_He3_to_He4_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // He3 + p --> He4
 
@@ -15027,9 +17180,13 @@ void rate_p_He3_to_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  -27.7611 + -4.30107e-12 * tfactors.T9i + -6.141 * tfactors.T913i + -1.93473e-09 * tfactors.T913
                          + 2.04145e-10 * tfactors.T9 + -1.80372e-11 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.30107e-12 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -6.141 * tfactors.T943i + (1.0/3.0) * -1.93473e-09 * tfactors.T923i
                                   + 2.04145e-10 + (5.0/3.0) * -1.80372e-11 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -15043,8 +17200,8 @@ void rate_p_He3_to_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_He3_to_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_He3_to_Be7_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // He3 + He4 --> Be7
 
@@ -15059,9 +17216,13 @@ void rate_He4_He3_to_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  17.7075 + -12.8271 * tfactors.T913i + -3.8126 * tfactors.T913
                          + 0.0942285 * tfactors.T9 + -0.00301018 * tfactors.T953 + 1.33333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -12.8271 * tfactors.T943i + (1.0/3.0) * -3.8126 * tfactors.T923i
                                   + 0.0942285 + (5.0/3.0) * -0.00301018 * tfactors.T923 + 1.33333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -15076,9 +17237,13 @@ void rate_He4_He3_to_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  15.6099 + -12.8271 * tfactors.T913i + -0.0308225 * tfactors.T913
                          + -0.654685 * tfactors.T9 + 0.0896331 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -12.8271 * tfactors.T943i + (1.0/3.0) * -0.0308225 * tfactors.T923i
                                   + -0.654685 + (5.0/3.0) * 0.0896331 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -15092,8 +17257,8 @@ void rate_He4_He3_to_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Li6_to_Li7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Li6_to_Li7_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Li6 + n --> Li7
 
@@ -15108,8 +17273,12 @@ void rate_n_Li6_to_Li7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  9.04782;
     amrex::ignore_unused(tfactors);
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 = 0.0;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -15123,8 +17292,8 @@ void rate_n_Li6_to_Li7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Li6_to_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Li6_to_Be7_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Li6 + p --> Be7
 
@@ -15139,9 +17308,13 @@ void rate_p_Li6_to_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  14.2792 + -8.4372 * tfactors.T913i + -0.515473 * tfactors.T913
                          + 0.0285578 * tfactors.T9 + 0.00879731 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -8.4372 * tfactors.T943i + (1.0/3.0) * -0.515473 * tfactors.T923i
                                   + 0.0285578 + (5.0/3.0) * 0.00879731 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -15155,8 +17328,8 @@ void rate_p_Li6_to_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Li6_to_B10_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Li6_to_B10_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Li6 + He4 --> B10
 
@@ -15171,9 +17344,13 @@ void rate_He4_Li6_to_B10_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  1.04267 + -3.71313 * tfactors.T9i + 3.33334 * tfactors.T913i + 3.25335 * tfactors.T913
                          + 0.374434 * tfactors.T9 + -0.0706244 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.71313 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 3.33334 * tfactors.T943i + (1.0/3.0) * 3.25335 * tfactors.T923i
                                   + 0.374434 + (5.0/3.0) * -0.0706244 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -15188,9 +17365,13 @@ void rate_He4_Li6_to_B10_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  15.2167 + -18.79 * tfactors.T913i + 0.234225 * tfactors.T913
                          + 3.23344 * tfactors.T9 + -1.14529 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -18.79 * tfactors.T943i + (1.0/3.0) * 0.234225 * tfactors.T923i
                                   + 3.23344 + (5.0/3.0) * -1.14529 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -15204,8 +17385,8 @@ void rate_He4_Li6_to_B10_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Li7_to_B11_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Li7_to_B11_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Li7 + He4 --> B11
 
@@ -15220,9 +17401,13 @@ void rate_He4_Li7_to_B11_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  10.6937 + -6.44203 * tfactors.T9i
                          + 0.190698 * tfactors.T9 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.44203 * tfactors.T9i * tfactors.T9i
                                   + 0.190698 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -15237,9 +17422,13 @@ void rate_He4_Li7_to_B11_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  5.81084 + -2.95915 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.95915 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -15254,9 +17443,13 @@ void rate_He4_Li7_to_B11_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  18.4284 + -19.163 * tfactors.T913i + 0.0587651 * tfactors.T913
                          + 0.773338 * tfactors.T9 + -0.201519 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -19.163 * tfactors.T943i + (1.0/3.0) * 0.0587651 * tfactors.T923i
                                   + 0.773338 + (5.0/3.0) * -0.201519 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -15270,8 +17463,8 @@ void rate_He4_Li7_to_B11_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Be7_to_B8_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Be7_to_B8_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Be7 + p --> B8
 
@@ -15286,9 +17479,13 @@ void rate_p_Be7_to_B8_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Re
     ln_set_rate =  7.73399 + -7.345 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  7.345 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -15303,9 +17500,13 @@ void rate_p_Be7_to_B8_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Re
     ln_set_rate =  12.5315 + -10.264 * tfactors.T913i + -0.203472 * tfactors.T913
                          + 0.121083 * tfactors.T9 + -0.00700063 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -10.264 * tfactors.T943i + (1.0/3.0) * -0.203472 * tfactors.T923i
                                   + 0.121083 + (5.0/3.0) * -0.00700063 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -15319,8 +17520,8 @@ void rate_p_Be7_to_B8_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Re
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Be9_to_B10_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Be9_to_B10_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Be9 + p --> B10
 
@@ -15335,9 +17536,13 @@ void rate_p_Be9_to_B10_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  7.68698 + -2.59506 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.59506 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -15352,9 +17557,13 @@ void rate_p_Be9_to_B10_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  16.2908 + -10.361 * tfactors.T913i + 0.695179 * tfactors.T913
                          + 0.342365 * tfactors.T9 + -0.356569 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -10.361 * tfactors.T943i + (1.0/3.0) * 0.695179 * tfactors.T923i
                                   + 0.342365 + (5.0/3.0) * -0.356569 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -15369,9 +17578,13 @@ void rate_p_Be9_to_B10_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  14.9657 + -11.5391 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  11.5391 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -15385,8 +17598,8 @@ void rate_p_Be9_to_B10_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_B10_to_B11_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_B10_to_B11_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // B10 + n --> B11
 
@@ -15401,9 +17614,13 @@ void rate_n_B10_to_B11_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  11.1004 + -1.9027e-12 * tfactors.T9i + 2.65756e-10 * tfactors.T913i + -9.63588e-10 * tfactors.T913
                          + 1.07466e-10 * tfactors.T9 + -9.87569e-12 * tfactors.T953 + 3.12603e-10 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.9027e-12 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 2.65756e-10 * tfactors.T943i + (1.0/3.0) * -9.63588e-10 * tfactors.T923i
                                   + 1.07466e-10 + (5.0/3.0) * -9.87569e-12 * tfactors.T923 + 3.12603e-10 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -15417,8 +17634,8 @@ void rate_n_B10_to_B11_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_B11_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_B11_to_C12_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // B11 + p --> C12
 
@@ -15433,9 +17650,13 @@ void rate_p_B11_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  25.5647 + -12.095 * tfactors.T913i + -6.68421 * tfactors.T913
                          + -0.0148736 * tfactors.T9 + 0.0364288 * tfactors.T953 + 1.33333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -12.095 * tfactors.T943i + (1.0/3.0) * -6.68421 * tfactors.T923i
                                   + -0.0148736 + (5.0/3.0) * 0.0364288 * tfactors.T923 + 1.33333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -15450,9 +17671,13 @@ void rate_p_B11_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  18.6165 + -12.095 * tfactors.T913i + -1.95046 * tfactors.T913
                          + 9.56928 * tfactors.T9 + -10.0637 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -12.095 * tfactors.T943i + (1.0/3.0) * -1.95046 * tfactors.T923i
                                   + 9.56928 + (5.0/3.0) * -10.0637 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -15467,9 +17692,13 @@ void rate_p_B11_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  8.67352 + -1.71197 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.71197 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -15483,8 +17712,8 @@ void rate_p_B11_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_C12_to_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_C12_to_C13_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + n --> C13
 
@@ -15499,9 +17728,13 @@ void rate_n_C12_to_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  7.98821 + -0.00836732 * tfactors.T9i + 1.49573 * tfactors.T913i + -0.841102 * tfactors.T913
                          + 0.0340543 * tfactors.T9 + -0.0026392 * tfactors.T953 + 1.6662 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.00836732 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 1.49573 * tfactors.T943i + (1.0/3.0) * -0.841102 * tfactors.T923i
                                   + 0.0340543 + (5.0/3.0) * -0.0026392 * tfactors.T923 + 1.6662 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -15515,8 +17748,8 @@ void rate_n_C12_to_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + p --> N13
 
@@ -15531,9 +17764,13 @@ void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  17.1482 + -13.692 * tfactors.T913i + -0.230881 * tfactors.T913
                          + 4.44362 * tfactors.T9 + -3.15898 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -13.692 * tfactors.T943i + (1.0/3.0) * -0.230881 * tfactors.T923i
                                   + 4.44362 + (5.0/3.0) * -3.15898 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -15548,9 +17785,13 @@ void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  17.5428 + -3.77849 * tfactors.T9i + -5.10735 * tfactors.T913i + -2.24111 * tfactors.T913
                          + 0.148883 * tfactors.T9 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.77849 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -5.10735 * tfactors.T943i + (1.0/3.0) * -2.24111 * tfactors.T923i
                                   + 0.148883 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -15564,8 +17805,8 @@ void rate_p_C12_to_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + He4 --> O16
 
@@ -15580,9 +17821,13 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  254.634 + -1.84097 * tfactors.T9i + 103.411 * tfactors.T913i + -420.567 * tfactors.T913
                          + 64.0874 * tfactors.T9 + -12.4624 * tfactors.T953 + 137.303 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.84097 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 103.411 * tfactors.T943i + (1.0/3.0) * -420.567 * tfactors.T923i
                                   + 64.0874 + (5.0/3.0) * -12.4624 * tfactors.T923 + 137.303 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -15597,9 +17842,13 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  69.6526 + -1.39254 * tfactors.T9i + 58.9128 * tfactors.T913i + -148.273 * tfactors.T913
                          + 9.08324 * tfactors.T9 + -0.541041 * tfactors.T953 + 70.3554 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.39254 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 58.9128 * tfactors.T943i + (1.0/3.0) * -148.273 * tfactors.T923i
                                   + 9.08324 + (5.0/3.0) * -0.541041 * tfactors.T923 + 70.3554 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -15613,8 +17862,8 @@ void rate_He4_C12_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_C13_to_C14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_C13_to_C14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C13 + n --> C14
 
@@ -15629,9 +17878,13 @@ void rate_n_C13_to_C14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  35.3048 + -0.133687 * tfactors.T9i + 18.3578 * tfactors.T913i + -46.5786 * tfactors.T913
                          + 2.58472 * tfactors.T9 + -0.118622 * tfactors.T953 + 19.9142 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.133687 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 18.3578 * tfactors.T943i + (1.0/3.0) * -46.5786 * tfactors.T923i
                                   + 2.58472 + (5.0/3.0) * -0.118622 * tfactors.T923 + 19.9142 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -15645,8 +17898,8 @@ void rate_n_C13_to_C14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_C13_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_C13_to_N14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C13 + p --> N14
 
@@ -15661,9 +17914,13 @@ void rate_p_C13_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  18.5155 + -13.72 * tfactors.T913i + -0.450018 * tfactors.T913
                          + 3.70823 * tfactors.T9 + -1.70545 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -13.72 * tfactors.T943i + (1.0/3.0) * -0.450018 * tfactors.T923i
                                   + 3.70823 + (5.0/3.0) * -1.70545 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -15678,9 +17935,13 @@ void rate_p_C13_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  13.9637 + -5.78147 * tfactors.T9i + -0.196703 * tfactors.T913
                          + 0.142126 * tfactors.T9 + -0.0238912 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.78147 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.196703 * tfactors.T923i
                                   + 0.142126 + (5.0/3.0) * -0.0238912 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -15695,9 +17956,13 @@ void rate_p_C13_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  15.1825 + -13.5543 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  13.5543 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -15711,8 +17976,8 @@ void rate_p_C13_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_C14_to_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_C14_to_N15_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C14 + p --> N15
 
@@ -15727,9 +17992,13 @@ void rate_p_C14_to_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  17.1024 + -1.52341 * tfactors.T9i + -10.658 * tfactors.T913i + 1.73644 * tfactors.T913
                          + -0.350498 * tfactors.T9 + 0.0279902 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.52341 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -10.658 * tfactors.T943i + (1.0/3.0) * 1.73644 * tfactors.T923i
                                   + -0.350498 + (5.0/3.0) * 0.0279902 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -15744,9 +18013,13 @@ void rate_p_C14_to_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  20.119 + -13.9619 * tfactors.T913i + -4.34315 * tfactors.T913
                          + 6.64922 * tfactors.T9 + -3.22592 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -13.9619 * tfactors.T943i + (1.0/3.0) * -4.34315 * tfactors.T923i
                                   + 6.64922 + (5.0/3.0) * -3.22592 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -15760,8 +18033,8 @@ void rate_p_C14_to_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_C14_to_O18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_C14_to_O18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C14 + He4 --> O18
 
@@ -15776,9 +18049,13 @@ void rate_He4_C14_to_O18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  11.8309 + -10.3983 * tfactors.T9i + -3.83188 * tfactors.T913
                          + 1.64358 * tfactors.T9 + -0.177785 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.3983 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -3.83188 * tfactors.T923i
                                   + 1.64358 + (5.0/3.0) * -0.177785 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -15793,9 +18070,13 @@ void rate_He4_C14_to_O18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -23.805 + -2.06876 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.06876 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -15810,9 +18091,13 @@ void rate_He4_C14_to_O18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  18.4877 + -31.7222 * tfactors.T913i + 11.3923 * tfactors.T913
                          + -9.92249 * tfactors.T9 + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -31.7222 * tfactors.T943i + (1.0/3.0) * 11.3923 * tfactors.T923i
                                   + -9.92249 + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -15826,8 +18111,8 @@ void rate_He4_C14_to_O18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_N13_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_N13_to_N14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N13 + n --> N14
 
@@ -15842,9 +18127,13 @@ void rate_n_N13_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  13.9377 + -0.0054652 * tfactors.T9i + 1.72241e-10 * tfactors.T913i + -5.62522e-10 * tfactors.T913
                          + 5.59212e-11 * tfactors.T9 + -4.6549e-12 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.0054652 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 1.72241e-10 * tfactors.T943i + (1.0/3.0) * -5.62522e-10 * tfactors.T923i
                                   + 5.59212e-11 + (5.0/3.0) * -4.6549e-12 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -15859,9 +18148,13 @@ void rate_n_N13_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  -3.63074 + -2.99547 * tfactors.T9i + 9.44873e-10 * tfactors.T913i + -2.33713e-09 * tfactors.T913
                          + 1.97507e-10 * tfactors.T9 + -1.49747e-11 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.99547 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 9.44873e-10 * tfactors.T943i + (1.0/3.0) * -2.33713e-09 * tfactors.T923i
                                   + 1.97507e-10 + (5.0/3.0) * -1.49747e-11 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -15875,8 +18168,8 @@ void rate_n_N13_to_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_N13_to_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_N13_to_O14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N13 + p --> O14
 
@@ -15891,9 +18184,13 @@ void rate_p_N13_to_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  10.9971 + -6.12602 * tfactors.T9i + 1.57122 * tfactors.T913i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.12602 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 1.57122 * tfactors.T943i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -15908,9 +18205,13 @@ void rate_p_N13_to_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  18.1356 + -15.1676 * tfactors.T913i + 0.0955166 * tfactors.T913
                          + 3.0659 * tfactors.T9 + -0.507339 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -15.1676 * tfactors.T943i + (1.0/3.0) * 0.0955166 * tfactors.T923i
                                   + 3.0659 + (5.0/3.0) * -0.507339 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -15924,8 +18225,8 @@ void rate_p_N13_to_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_N14_to_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_N14_to_N15_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N14 + n --> N15
 
@@ -15940,9 +18241,13 @@ void rate_n_N14_to_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  10.1651 + -0.0114078 * tfactors.T9i + 1.396 * tfactors.T913i + -3.47552 * tfactors.T913
                          + 0.351773 * tfactors.T9 + -0.0229344 * tfactors.T953 + 1.02161 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.0114078 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 1.396 * tfactors.T943i + (1.0/3.0) * -3.47552 * tfactors.T923i
                                   + 0.351773 + (5.0/3.0) * -0.0229344 * tfactors.T923 + 1.02161 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -15956,8 +18261,8 @@ void rate_n_N14_to_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N14 + p --> O15
 
@@ -15972,9 +18277,13 @@ void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  6.73578 + -4.891 * tfactors.T9i
                          + 0.0682 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.891 * tfactors.T9i * tfactors.T9i
                                   + 0.0682 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -15989,9 +18298,13 @@ void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  7.65444 + -2.998 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.998 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16006,9 +18319,13 @@ void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  20.1169 + -15.193 * tfactors.T913i + -4.63975 * tfactors.T913
                          + 9.73458 * tfactors.T9 + -9.55051 * tfactors.T953 + 0.333333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -15.193 * tfactors.T943i + (1.0/3.0) * -4.63975 * tfactors.T923i
                                   + 9.73458 + (5.0/3.0) * -9.55051 * tfactors.T923 + 0.333333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16023,9 +18340,13 @@ void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  17.01 + -15.193 * tfactors.T913i + -0.161954 * tfactors.T913
                          + -7.52123 * tfactors.T9 + -0.987565 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -15.193 * tfactors.T943i + (1.0/3.0) * -0.161954 * tfactors.T923i
                                   + -7.52123 + (5.0/3.0) * -0.987565 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16039,8 +18360,8 @@ void rate_p_N14_to_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_N14_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_N14_to_F18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N14 + He4 --> F18
 
@@ -16055,9 +18376,13 @@ void rate_He4_N14_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  13.8995 + -10.9656 * tfactors.T9i + -5.6227 * tfactors.T913i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.9656 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -5.6227 * tfactors.T943i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16072,9 +18397,13 @@ void rate_He4_N14_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  0.196838 + -5.16034 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.16034 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16089,9 +18418,13 @@ void rate_He4_N14_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  21.5339 + -36.2504 * tfactors.T913i
                          + -5.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -36.2504 * tfactors.T943i
                                   + (5.0/3.0) * -5.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16105,8 +18438,8 @@ void rate_He4_N14_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_N15_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_N15_to_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N15 + p --> O16
 
@@ -16121,9 +18454,13 @@ void rate_p_N15_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  14.5444 + -10.2295 * tfactors.T9i
                          + 0.0459037 * tfactors.T9 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.2295 * tfactors.T9i * tfactors.T9i
                                   + 0.0459037 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16138,9 +18475,13 @@ void rate_p_N15_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  6.59056 + -2.92315 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.92315 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16155,9 +18496,13 @@ void rate_p_N15_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  20.0176 + -15.24 * tfactors.T913i + 0.334926 * tfactors.T913
                          + 4.59088 * tfactors.T9 + -4.78468 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -15.24 * tfactors.T943i + (1.0/3.0) * 0.334926 * tfactors.T923i
                                   + 4.59088 + (5.0/3.0) * -4.78468 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16171,8 +18516,8 @@ void rate_p_N15_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_N15_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_N15_to_F19_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N15 + He4 --> F19
 
@@ -16187,9 +18532,13 @@ void rate_He4_N15_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -28.7989 + -4.19986 * tfactors.T9i + 35.4292 * tfactors.T913
                          + -5.5767 * tfactors.T9 + 0.441293 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.19986 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 35.4292 * tfactors.T923i
                                   + -5.5767 + (5.0/3.0) * 0.441293 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16204,9 +18553,13 @@ void rate_He4_N15_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  3.5342 + -6.98462 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.98462 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16221,9 +18574,13 @@ void rate_He4_N15_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -9.41892 + -4.17795 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.17795 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16238,9 +18595,13 @@ void rate_He4_N15_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  25.3916 + -36.2324 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -36.2324 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16254,8 +18615,8 @@ void rate_He4_N15_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_O14_to_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_O14_to_O15_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O14 + n --> O15
 
@@ -16270,9 +18631,13 @@ void rate_n_O14_to_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  9.87196 + 0.0160481 * tfactors.T9i + -1.38986 * tfactors.T913i + 1.74662 * tfactors.T913
                          + -0.0276897 * tfactors.T9 + 0.00321014 * tfactors.T953 + -1.06122 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.0160481 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -1.38986 * tfactors.T943i + (1.0/3.0) * 1.74662 * tfactors.T923i
                                   + -0.0276897 + (5.0/3.0) * 0.00321014 * tfactors.T923 + -1.06122 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16286,8 +18651,8 @@ void rate_n_O14_to_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O14_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O14_to_Ne18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O14 + He4 --> Ne18
 
@@ -16302,9 +18667,13 @@ void rate_He4_O14_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  26.4429 + -39.38 * tfactors.T913i + -0.0772187 * tfactors.T913
                          + -0.635361 * tfactors.T9 + 0.106236 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.38 * tfactors.T943i + (1.0/3.0) * -0.0772187 * tfactors.T923i
                                   + -0.635361 + (5.0/3.0) * 0.106236 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16319,9 +18688,13 @@ void rate_He4_O14_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -4.69948 + -12.159 * tfactors.T9i
                          + 5.0 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.159 * tfactors.T9i * tfactors.T9i
                                   + 5.0 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16336,9 +18709,13 @@ void rate_He4_O14_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  3.52636 + -22.61 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  22.61 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16353,9 +18730,13 @@ void rate_He4_O14_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -2.15417 + -11.73 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  11.73 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16369,8 +18750,8 @@ void rate_He4_O14_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_O15_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_O15_to_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O15 + n --> O16
 
@@ -16385,9 +18766,13 @@ void rate_n_O15_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  8.08476 + 0.0135346 * tfactors.T9i + -1.11761 * tfactors.T913i + 1.0167 * tfactors.T913
                          + 0.0449976 * tfactors.T9 + -0.00204682 * tfactors.T953 + -0.789217 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.0135346 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -1.11761 * tfactors.T943i + (1.0/3.0) * 1.0167 * tfactors.T923i
                                   + 0.0449976 + (5.0/3.0) * -0.00204682 * tfactors.T923 + -0.789217 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16401,8 +18786,8 @@ void rate_n_O15_to_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O15_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O15_to_Ne19_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O15 + He4 --> Ne19
 
@@ -16417,9 +18802,13 @@ void rate_He4_O15_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -32.2496 + -4.20439 * tfactors.T9i + -3.24609 * tfactors.T913i + 44.4647 * tfactors.T913
                          + -9.79962 * tfactors.T9 + 0.841782 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.20439 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -3.24609 * tfactors.T943i + (1.0/3.0) * 44.4647 * tfactors.T923i
                                   + -9.79962 + (5.0/3.0) * 0.841782 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16434,9 +18823,13 @@ void rate_He4_O15_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -0.0452465 + -5.88439 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.88439 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16451,9 +18844,13 @@ void rate_He4_O15_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  26.2914 + -39.578 * tfactors.T913i
                          + -3.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.578 * tfactors.T943i
                                   + (5.0/3.0) * -3.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16467,8 +18864,8 @@ void rate_He4_O15_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_O16_to_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_O16_to_O17_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + n --> O17
 
@@ -16483,9 +18880,13 @@ void rate_n_O16_to_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  7.21546 + 0.0235015 * tfactors.T9i + -2.11246 * tfactors.T913i + 4.87742 * tfactors.T913
                          + -0.314426 * tfactors.T9 + 0.0169515 * tfactors.T953 + -0.984784 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.0235015 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -2.11246 * tfactors.T943i + (1.0/3.0) * 4.87742 * tfactors.T923i
                                   + -0.314426 + (5.0/3.0) * 0.0169515 * tfactors.T923 + -0.984784 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16499,8 +18900,8 @@ void rate_n_O16_to_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O16_to_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O16_to_F17_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + p --> F17
 
@@ -16515,9 +18916,13 @@ void rate_p_O16_to_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  19.0904 + -16.696 * tfactors.T913i + -1.16252 * tfactors.T913
                          + 0.267703 * tfactors.T9 + -0.0338411 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -16.696 * tfactors.T943i + (1.0/3.0) * -1.16252 * tfactors.T923i
                                   + 0.267703 + (5.0/3.0) * -0.0338411 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16531,8 +18936,8 @@ void rate_p_O16_to_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + He4 --> Ne20
 
@@ -16547,9 +18952,13 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  3.88571 + -10.3585 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.3585 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16564,9 +18973,13 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  23.903 + -39.7262 * tfactors.T913i + -0.210799 * tfactors.T913
                          + 0.442879 * tfactors.T9 + -0.0797753 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.7262 * tfactors.T943i + (1.0/3.0) * -0.210799 * tfactors.T923i
                                   + 0.442879 + (5.0/3.0) * -0.0797753 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16581,9 +18994,13 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  9.50848 + -12.7643 * tfactors.T9i + -3.65925 * tfactors.T913
                          + 0.714224 * tfactors.T9 + -0.00107508 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.7643 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -3.65925 * tfactors.T923i
                                   + 0.714224 + (5.0/3.0) * -0.00107508 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16597,8 +19014,8 @@ void rate_He4_O16_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_O17_to_O18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_O17_to_O18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O17 + n --> O18
 
@@ -16613,9 +19030,13 @@ void rate_n_O17_to_O18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  4.27026 + -5.69067e-13 * tfactors.T9i + 7.48144e-11 * tfactors.T913i + -2.47239e-10 * tfactors.T913
                          + 2.48052e-11 * tfactors.T9 + -2.07736e-12 * tfactors.T953 + 8.43048e-11 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.69067e-13 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 7.48144e-11 * tfactors.T943i + (1.0/3.0) * -2.47239e-10 * tfactors.T923i
                                   + 2.48052e-11 + (5.0/3.0) * -2.07736e-12 * tfactors.T923 + 8.43048e-11 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16630,9 +19051,13 @@ void rate_n_O17_to_O18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  20.1798 + -2.12961 * tfactors.T9i + 16.8052 * tfactors.T913i + -30.138 * tfactors.T913
                          + 1.14711 * tfactors.T9 + -0.0220312 * tfactors.T953 + 13.7452 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.12961 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 16.8052 * tfactors.T943i + (1.0/3.0) * -30.138 * tfactors.T923i
                                   + 1.14711 + (5.0/3.0) * -0.0220312 * tfactors.T923 + 13.7452 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16646,8 +19071,8 @@ void rate_n_O17_to_O18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O17_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O17_to_F18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O17 + p --> F18
 
@@ -16662,9 +19087,13 @@ void rate_p_O17_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  9.39048 + -6.22828 * tfactors.T9i + 2.31435 * tfactors.T913
                          + -0.302835 * tfactors.T9 + 0.020133 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.22828 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 2.31435 * tfactors.T923i
                                   + -0.302835 + (5.0/3.0) * 0.020133 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16679,9 +19108,13 @@ void rate_p_O17_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  -13.077 + -0.746296 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.746296 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16696,9 +19129,13 @@ void rate_p_O17_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  15.8929 + -16.4035 * tfactors.T913i + 4.31885 * tfactors.T913
                          + -0.709921 * tfactors.T9 + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -16.4035 * tfactors.T943i + (1.0/3.0) * 4.31885 * tfactors.T923i
                                   + -0.709921 + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16712,8 +19149,8 @@ void rate_p_O17_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O17_to_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O17_to_Ne21_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O17 + He4 --> Ne21
 
@@ -16728,9 +19165,13 @@ void rate_He4_O17_to_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -25.0898 + -5.50926 * tfactors.T9i + 123.363 * tfactors.T913i + -87.4351 * tfactors.T913
                          + -3.40974e-06 * tfactors.T9 + -57.0469 * tfactors.T953 + 82.2218 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.50926 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 123.363 * tfactors.T943i + (1.0/3.0) * -87.4351 * tfactors.T923i
                                   + -3.40974e-06 + (5.0/3.0) * -57.0469 * tfactors.T923 + 82.2218 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16745,9 +19186,13 @@ void rate_He4_O17_to_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -117.134 + -13.6759 * tfactors.T9i + 3.31162e-08 * tfactors.T913i + 130.258 * tfactors.T913
                          + -7.92551e-05 * tfactors.T9 + -4.13772 * tfactors.T953 + -42.7753 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  13.6759 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 3.31162e-08 * tfactors.T943i + (1.0/3.0) * 130.258 * tfactors.T923i
                                   + -7.92551e-05 + (5.0/3.0) * -4.13772 * tfactors.T923 + -42.7753 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16762,9 +19207,13 @@ void rate_He4_O17_to_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  2.14 + -5.99952 * tfactors.T9i + 2.87641 * tfactors.T913i + -3.54489 * tfactors.T913
                          + -2.11222e-08 * tfactors.T9 + -3.90649e-09 * tfactors.T953 + 4.75778 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.99952 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 2.87641 * tfactors.T943i + (1.0/3.0) * -3.54489 * tfactors.T923i
                                   + -2.11222e-08 + (5.0/3.0) * -3.90649e-09 * tfactors.T923 + 4.75778 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16778,8 +19227,8 @@ void rate_He4_O17_to_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O18_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O18_to_F19_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O18 + p --> F19
 
@@ -16794,9 +19243,13 @@ void rate_p_O18_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  19.917 + -16.7246 * tfactors.T913i
                          + -3.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -16.7246 * tfactors.T943i
                                   + (5.0/3.0) * -3.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16811,9 +19264,13 @@ void rate_p_O18_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  7.26876 + -6.7253 * tfactors.T9i + 3.99059 * tfactors.T913
                          + -0.593127 * tfactors.T9 + 0.0877534 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.7253 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 3.99059 * tfactors.T923i
                                   + -0.593127 + (5.0/3.0) * 0.0877534 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16828,9 +19285,13 @@ void rate_p_O18_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  5.07648 + -1.65681 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.65681 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16845,9 +19306,13 @@ void rate_p_O18_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  -35.0079 + -0.244743 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.244743 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16861,8 +19326,8 @@ void rate_p_O18_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O18_to_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O18_to_Ne22_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O18 + He4 --> Ne22
 
@@ -16877,9 +19342,13 @@ void rate_He4_O18_to_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -31.9126 + -2.00306 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.00306 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16894,9 +19363,13 @@ void rate_He4_O18_to_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -81.3036 + -0.676112 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.676112 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16911,9 +19384,13 @@ void rate_He4_O18_to_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  14.9748 + -31.0468 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  31.0468 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16928,9 +19405,13 @@ void rate_He4_O18_to_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  82.2053 + -1.58534 * tfactors.T9i + -44.3823 * tfactors.T913i + -46.6617 * tfactors.T913
                          + 7.88059 * tfactors.T9 + -0.590829 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.58534 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -44.3823 * tfactors.T943i + (1.0/3.0) * -46.6617 * tfactors.T923i
                                   + 7.88059 + (5.0/3.0) * -0.590829 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16944,8 +19425,8 @@ void rate_He4_O18_to_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_F17_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_F17_to_F18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F17 + n --> F18
 
@@ -16960,9 +19441,13 @@ void rate_n_F17_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  3.42798 + 0.0273799 * tfactors.T9i + -2.71353 * tfactors.T913i + 6.19871 * tfactors.T913
                          + -0.26836 * tfactors.T9 + 0.0115489 * tfactors.T953 + -2.52002 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.0273799 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -2.71353 * tfactors.T943i + (1.0/3.0) * 6.19871 * tfactors.T923i
                                   + -0.26836 + (5.0/3.0) * 0.0115489 * tfactors.T923 + -2.52002 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -16976,8 +19461,8 @@ void rate_n_F17_to_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_F17_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_F17_to_Ne18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F17 + p --> Ne18
 
@@ -16992,9 +19477,13 @@ void rate_p_F17_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -7.84708 + -0.0323504 * tfactors.T9i + -14.2191 * tfactors.T913i + 34.0647 * tfactors.T913
                          + -16.5698 * tfactors.T9 + 2.48116 * tfactors.T953 + -2.13376 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.0323504 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -14.2191 * tfactors.T943i + (1.0/3.0) * 34.0647 * tfactors.T923i
                                   + -16.5698 + (5.0/3.0) * 2.48116 * tfactors.T923 + -2.13376 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17009,9 +19498,13 @@ void rate_p_F17_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  27.5778 + -4.95969 * tfactors.T9i + -21.3249 * tfactors.T913i + -0.230774 * tfactors.T913
                          + 0.917931 * tfactors.T9 + -0.0440377 * tfactors.T953 + -7.36014 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.95969 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -21.3249 * tfactors.T943i + (1.0/3.0) * -0.230774 * tfactors.T923i
                                   + 0.917931 + (5.0/3.0) * -0.0440377 * tfactors.T923 + -7.36014 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17025,8 +19518,8 @@ void rate_p_F17_to_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_F17_to_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_F17_to_Na21_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F17 + He4 --> Na21
 
@@ -17041,9 +19534,13 @@ void rate_He4_F17_to_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  41.1529 + -1.72817 * tfactors.T9i + 15.559 * tfactors.T913i + -68.3231 * tfactors.T913
                          + 2.54275 * tfactors.T9 + -0.0989207 * tfactors.T953 + 36.8877 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.72817 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 15.559 * tfactors.T943i + (1.0/3.0) * -68.3231 * tfactors.T923i
                                   + 2.54275 + (5.0/3.0) * -0.0989207 * tfactors.T923 + 36.8877 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17057,8 +19554,8 @@ void rate_He4_F17_to_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_F18_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_F18_to_F19_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F18 + n --> F19
 
@@ -17073,9 +19570,13 @@ void rate_n_F18_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  0.814964 + 0.0604483 * tfactors.T9i + -6.65988 * tfactors.T913i + 18.3243 * tfactors.T913
                          + -1.47263 * tfactors.T9 + 0.0955082 * tfactors.T953 + -6.75505 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.0604483 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -6.65988 * tfactors.T943i + (1.0/3.0) * 18.3243 * tfactors.T923i
                                   + -1.47263 + (5.0/3.0) * 0.0955082 * tfactors.T923 + -6.75505 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17089,8 +19590,8 @@ void rate_n_F18_to_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_F18_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_F18_to_Ne19_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F18 + p --> Ne19
 
@@ -17105,9 +19606,13 @@ void rate_p_F18_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -5.85727 + -2.89147 * tfactors.T9i + 13.1683 * tfactors.T913
                          + -1.92023 * tfactors.T9 + 0.16901 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.89147 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 13.1683 * tfactors.T923i
                                   + -1.92023 + (5.0/3.0) * 0.16901 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17122,9 +19627,13 @@ void rate_p_F18_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -29.449 + -0.39895 * tfactors.T9i + 22.4903 * tfactors.T913
                          + 0.307872 * tfactors.T9 + -0.296226 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.39895 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 22.4903 * tfactors.T923i
                                   + 0.307872 + (5.0/3.0) * -0.296226 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17139,9 +19648,13 @@ void rate_p_F18_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  57.4084 + -21.4023 * tfactors.T913i + -93.766 * tfactors.T913
                          + 179.258 * tfactors.T9 + -202.561 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -21.4023 * tfactors.T943i + (1.0/3.0) * -93.766 * tfactors.T923i
                                   + 179.258 + (5.0/3.0) * -202.561 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17155,8 +19668,8 @@ void rate_p_F18_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_F18_to_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_F18_to_Na22_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F18 + He4 --> Na22
 
@@ -17171,9 +19684,13 @@ void rate_He4_F18_to_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  35.3786 + -1.82957 * tfactors.T9i + 18.8956 * tfactors.T913i + -65.6134 * tfactors.T913
                          + 1.71114 * tfactors.T9 + -0.0260999 * tfactors.T953 + 37.8396 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.82957 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 18.8956 * tfactors.T943i + (1.0/3.0) * -65.6134 * tfactors.T923i
                                   + 1.71114 + (5.0/3.0) * -0.0260999 * tfactors.T923 + 37.8396 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17187,8 +19704,8 @@ void rate_He4_F18_to_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_F19_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_F19_to_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F19 + p --> Ne20
 
@@ -17203,9 +19720,13 @@ void rate_p_F19_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -5.63093 + -7.74414 * tfactors.T9i + 31.6442 * tfactors.T913i + -58.6563 * tfactors.T913
                          + 67.7365 * tfactors.T9 + -22.9721 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  7.74414 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 31.6442 * tfactors.T943i + (1.0/3.0) * -58.6563 * tfactors.T923i
                                   + 67.7365 + (5.0/3.0) * -22.9721 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17220,9 +19741,13 @@ void rate_p_F19_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  12.3816 + -1.71383 * tfactors.T9i + -11.3832 * tfactors.T913i + 5.47872 * tfactors.T913
                          + -1.07203 * tfactors.T9 + 0.11196 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.71383 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -11.3832 * tfactors.T943i + (1.0/3.0) * 5.47872 * tfactors.T923i
                                   + -1.07203 + (5.0/3.0) * 0.11196 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17237,9 +19762,13 @@ void rate_p_F19_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  18.2807 + -18.116 * tfactors.T913i + -1.4622 * tfactors.T913
                          + 6.95113 * tfactors.T9 + -2.90366 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -18.116 * tfactors.T943i + (1.0/3.0) * -1.4622 * tfactors.T923i
                                   + 6.95113 + (5.0/3.0) * -2.90366 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17253,8 +19782,8 @@ void rate_p_F19_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_F19_to_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_F19_to_Na23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F19 + He4 --> Na23
 
@@ -17269,9 +19798,13 @@ void rate_He4_F19_to_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  52.7856 + -2.11408 * tfactors.T9i + 39.7219 * tfactors.T913i + -100.401 * tfactors.T913
                          + 3.15808 * tfactors.T9 + -0.0629822 * tfactors.T953 + 54.4823 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.11408 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 39.7219 * tfactors.T943i + (1.0/3.0) * -100.401 * tfactors.T923i
                                   + 3.15808 + (5.0/3.0) * -0.0629822 * tfactors.T923 + 54.4823 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17285,8 +19818,8 @@ void rate_He4_F19_to_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ne18_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ne18_to_Ne19_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne18 + n --> Ne19
 
@@ -17301,9 +19834,13 @@ void rate_n_Ne18_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  9.249 + 0.937162 * tfactors.T913
                          + -0.0221952 * tfactors.T9 + -0.00101206 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 0.937162 * tfactors.T923i
                                   + -0.0221952 + (5.0/3.0) * -0.00101206 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17317,8 +19854,8 @@ void rate_n_Ne18_to_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ne19_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ne19_to_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne19 + n --> Ne20
 
@@ -17333,9 +19870,13 @@ void rate_n_Ne19_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  6.40633 + 1.57592 * tfactors.T913
                          + -0.11175 * tfactors.T9 + 0.00226473 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 1.57592 * tfactors.T923i
                                   + -0.11175 + (5.0/3.0) * 0.00226473 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17349,8 +19890,8 @@ void rate_n_Ne19_to_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ne19_to_Mg23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ne19_to_Mg23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne19 + He4 --> Mg23
 
@@ -17365,9 +19906,13 @@ void rate_He4_Ne19_to_Mg23_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  37.1998 + -46.6346 * tfactors.T913i + -1.1007 * tfactors.T913
                          + -0.794097 * tfactors.T9 + 0.0813036 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -46.6346 * tfactors.T943i + (1.0/3.0) * -1.1007 * tfactors.T923i
                                   + -0.794097 + (5.0/3.0) * 0.0813036 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17381,8 +19926,8 @@ void rate_He4_Ne19_to_Mg23_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ne20_to_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ne20_to_Ne21_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne20 + n --> Ne21
 
@@ -17397,9 +19942,13 @@ void rate_n_Ne20_to_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  12.7344 + -1.70393 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.70393 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17414,8 +19963,12 @@ void rate_n_Ne20_to_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  8.57651;
     amrex::ignore_unused(tfactors);
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 = 0.0;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17429,8 +19982,8 @@ void rate_n_Ne20_to_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ne20_to_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ne20_to_Na21_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne20 + p --> Na21
 
@@ -17445,9 +19998,13 @@ void rate_p_Ne20_to_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  195297.0 + -61.14 * tfactors.T9i + 21894.7 * tfactors.T913i + -319153.0 * tfactors.T913
                          + 224369.0 * tfactors.T9 + -188049.0 * tfactors.T953 + 48703.4 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  61.14 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 21894.7 * tfactors.T943i + (1.0/3.0) * -319153.0 * tfactors.T923i
                                   + 224369.0 + (5.0/3.0) * -188049.0 * tfactors.T923 + 48703.4 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17462,9 +20019,13 @@ void rate_p_Ne20_to_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  207.877 + -0.152711 * tfactors.T9i + 15.325 * tfactors.T913i + -294.859 * tfactors.T913
                          + 107.692 * tfactors.T9 + -46.2072 * tfactors.T953 + 57.8398 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.152711 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 15.325 * tfactors.T943i + (1.0/3.0) * -294.859 * tfactors.T923i
                                   + 107.692 + (5.0/3.0) * -46.2072 * tfactors.T923 + 57.8398 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17479,9 +20040,13 @@ void rate_p_Ne20_to_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  5.83103 + -8.838 * tfactors.T9i + 20.5893 * tfactors.T913i + -17.5841 * tfactors.T913
                          + 0.243226 * tfactors.T9 + -0.000231418 * tfactors.T953 + 12.8398 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  8.838 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 20.5893 * tfactors.T943i + (1.0/3.0) * -17.5841 * tfactors.T923i
                                   + 0.243226 + (5.0/3.0) * -0.000231418 * tfactors.T923 + 12.8398 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17496,9 +20061,13 @@ void rate_p_Ne20_to_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  230.019 + -4.45358 * tfactors.T9i + 258.57 * tfactors.T913i + -506.387 * tfactors.T913
                          + 22.1576 * tfactors.T9 + -0.721182 * tfactors.T953 + 230.288 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.45358 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 258.57 * tfactors.T943i + (1.0/3.0) * -506.387 * tfactors.T923i
                                   + 22.1576 + (5.0/3.0) * -0.721182 * tfactors.T923 + 230.288 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17512,8 +20081,8 @@ void rate_p_Ne20_to_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne20 + He4 --> Mg24
 
@@ -17528,9 +20097,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -8.79827 + -12.7809 * tfactors.T9i + 16.9229 * tfactors.T913
                          + -2.57325 * tfactors.T9 + 0.208997 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.7809 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 16.9229 * tfactors.T923i
                                   + -2.57325 + (5.0/3.0) * 0.208997 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17545,9 +20118,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  1.98307 + -9.22026 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  9.22026 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17562,9 +20139,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -38.7055 + -2.50605 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.50605 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17579,9 +20160,13 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  24.5058 + -46.2525 * tfactors.T913i + 5.58901 * tfactors.T913
                          + 7.61843 * tfactors.T9 + -3.683 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -46.2525 * tfactors.T943i + (1.0/3.0) * 5.58901 * tfactors.T923i
                                   + 7.61843 + (5.0/3.0) * -3.683 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17595,8 +20180,8 @@ void rate_He4_Ne20_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ne21_to_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ne21_to_Ne22_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne21 + n --> Ne22
 
@@ -17611,9 +20196,13 @@ void rate_n_Ne21_to_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  23.5205 + 0.0482005 * tfactors.T9i + -0.238173 * tfactors.T913i + -12.2336 * tfactors.T913
                          + 1.14968 * tfactors.T9 + -0.0768882 * tfactors.T953 + 2.63636 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.0482005 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -0.238173 * tfactors.T943i + (1.0/3.0) * -12.2336 * tfactors.T923i
                                   + 1.14968 + (5.0/3.0) * -0.0768882 * tfactors.T923 + 2.63636 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17627,8 +20216,8 @@ void rate_n_Ne21_to_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ne21_to_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ne21_to_Na22_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne21 + p --> Na22
 
@@ -17643,9 +20232,13 @@ void rate_p_Ne21_to_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  19.0696 + -19.2096 * tfactors.T913i
                          + -1.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -19.2096 * tfactors.T943i
                                   + (5.0/3.0) * -1.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17660,9 +20253,13 @@ void rate_p_Ne21_to_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -39.4862 + -4.21385 * tfactors.T9i + 21.1176 * tfactors.T913i + 34.0411 * tfactors.T913
                          + -4.45593 * tfactors.T9 + 0.328613 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.21385 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 21.1176 * tfactors.T943i + (1.0/3.0) * 34.0411 * tfactors.T923i
                                   + -4.45593 + (5.0/3.0) * 0.328613 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17677,9 +20274,13 @@ void rate_p_Ne21_to_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  1.75704 + -1.39957 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.39957 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17694,9 +20295,13 @@ void rate_p_Ne21_to_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -47.6554 + -0.19618 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.19618 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17710,8 +20315,8 @@ void rate_p_Ne21_to_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ne21_to_Mg25_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ne21_to_Mg25_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne21 + He4 --> Mg25
 
@@ -17726,9 +20331,13 @@ void rate_He4_Ne21_to_Mg25_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  26.2429 + -22.049 * tfactors.T9i + -29.4583 * tfactors.T913
                          + 14.6328 * tfactors.T9 + -3.47392 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  22.049 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -29.4583 * tfactors.T923i
                                   + 14.6328 + (5.0/3.0) * -3.47392 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17743,9 +20352,13 @@ void rate_He4_Ne21_to_Mg25_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  36.6927 + -46.89 * tfactors.T913i + -0.72642 * tfactors.T913
                          + -0.76406 * tfactors.T9 + 0.0797483 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -46.89 * tfactors.T943i + (1.0/3.0) * -0.72642 * tfactors.T923i
                                   + -0.76406 + (5.0/3.0) * 0.0797483 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17759,8 +20372,8 @@ void rate_He4_Ne21_to_Mg25_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ne22_to_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ne22_to_Na23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne22 + p --> Na23
 
@@ -17775,9 +20388,13 @@ void rate_p_Ne22_to_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -0.599331 + -1.72007 * tfactors.T9i
                          + -0.310765 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.72007 * tfactors.T9i * tfactors.T9i
                                   + -0.310765 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17792,9 +20409,13 @@ void rate_p_Ne22_to_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -21.4345 + -0.410962 * tfactors.T9i
                          + -1.49019 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.410962 * tfactors.T9i * tfactors.T9i
                                   + -1.49019 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17809,9 +20430,13 @@ void rate_p_Ne22_to_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -4.09035 + -0.799756 * tfactors.T9i
                          + 3.23558 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.799756 * tfactors.T9i * tfactors.T9i
                                   + 3.23558 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17826,9 +20451,13 @@ void rate_p_Ne22_to_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  14.0373 + -8.72377 * tfactors.T9i
                          + -0.767467 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  8.72377 * tfactors.T9i * tfactors.T9i
                                   + -0.767467 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17843,9 +20472,13 @@ void rate_p_Ne22_to_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  11.6408 + -4.59936 * tfactors.T9i
                          + 0.156226 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.59936 * tfactors.T9i * tfactors.T9i
                                   + 0.156226 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17860,9 +20493,13 @@ void rate_p_Ne22_to_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -4.00597 + -2.6179 * tfactors.T9i
                          + -4.29964 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.6179 * tfactors.T9i * tfactors.T9i
                                   + -4.29964 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17876,8 +20513,8 @@ void rate_p_Ne22_to_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ne22_to_Mg26_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ne22_to_Mg26_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne22 + He4 --> Mg26
 
@@ -17892,9 +20529,13 @@ void rate_He4_Ne22_to_Mg26_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -29.3146 + -6.44772 * tfactors.T9i + 43.2654 * tfactors.T913
                          + -18.5982 * tfactors.T9 + 2.80101 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.44772 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 43.2654 * tfactors.T923i
                                   + -18.5982 + (5.0/3.0) * 2.80101 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17909,9 +20550,13 @@ void rate_He4_Ne22_to_Mg26_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -23.7527 + -3.88217 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.88217 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17926,9 +20571,13 @@ void rate_He4_Ne22_to_Mg26_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -42.864 + -2.22115 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.22115 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17943,9 +20592,13 @@ void rate_He4_Ne22_to_Mg26_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -92.4077 + -0.910477 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.910477 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17960,9 +20613,13 @@ void rate_He4_Ne22_to_Mg26_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -34.7254 + -6.36421 * tfactors.T9i + 35.9878 * tfactors.T913
                          + -4.10684 * tfactors.T9 + 0.259345 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.36421 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 35.9878 * tfactors.T923i
                                   + -4.10684 + (5.0/3.0) * 0.259345 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -17976,8 +20633,8 @@ void rate_He4_Ne22_to_Mg26_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Na21_to_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Na21_to_Na22_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na21 + n --> Na22
 
@@ -17992,9 +20649,13 @@ void rate_n_Na21_to_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  7.58321 + 1.31089 * tfactors.T913
                          + -0.164931 * tfactors.T9 + 0.00903374 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 1.31089 * tfactors.T923i
                                   + -0.164931 + (5.0/3.0) * 0.00903374 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -18008,8 +20669,8 @@ void rate_n_Na21_to_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Na21_to_Al25_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Na21_to_Al25_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na21 + He4 --> Al25
 
@@ -18024,9 +20685,13 @@ void rate_He4_Na21_to_Al25_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  35.3006 + -49.9709 * tfactors.T913i + 1.63835 * tfactors.T913
                          + -1.18562 * tfactors.T9 + 0.101965 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -49.9709 * tfactors.T943i + (1.0/3.0) * 1.63835 * tfactors.T923i
                                   + -1.18562 + (5.0/3.0) * 0.101965 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -18040,8 +20705,8 @@ void rate_He4_Na21_to_Al25_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Na22_to_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Na22_to_Na23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na22 + n --> Na23
 
@@ -18056,9 +20721,13 @@ void rate_n_Na22_to_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  12.8678 + 1.02148 * tfactors.T913
                          + -0.334638 * tfactors.T9 + 0.0258708 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 1.02148 * tfactors.T923i
                                   + -0.334638 + (5.0/3.0) * 0.0258708 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -18072,8 +20741,8 @@ void rate_n_Na22_to_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Na22_to_Mg23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Na22_to_Mg23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na22 + p --> Mg23
 
@@ -18088,9 +20757,13 @@ void rate_p_Na22_to_Mg23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -11.2731 + -2.42669 * tfactors.T9i + 4.86658 * tfactors.T913i + 16.4592 * tfactors.T913
                          + -1.95129 * tfactors.T9 + 0.132972 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.42669 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 4.86658 * tfactors.T943i + (1.0/3.0) * 16.4592 * tfactors.T923i
                                   + -1.95129 + (5.0/3.0) * 0.132972 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -18105,9 +20778,13 @@ void rate_p_Na22_to_Mg23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -16.2423 + -0.777841 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.777841 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -18122,9 +20799,13 @@ void rate_p_Na22_to_Mg23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -25.2739 + -0.499888 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.499888 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -18138,8 +20819,8 @@ void rate_p_Na22_to_Mg23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Na22_to_Al26_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Na22_to_Al26_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na22 + He4 --> Al26
 
@@ -18154,9 +20835,13 @@ void rate_He4_Na22_to_Al26_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  36.3797 + -50.0924 * tfactors.T913i + -0.390826 * tfactors.T913
                          + -0.99531 * tfactors.T9 + 0.101354 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -50.0924 * tfactors.T943i + (1.0/3.0) * -0.390826 * tfactors.T923i
                                   + -0.99531 + (5.0/3.0) * 0.101354 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -18170,8 +20855,8 @@ void rate_He4_Na22_to_Al26_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na23 + p --> Mg24
 
@@ -18186,9 +20871,13 @@ void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  9.0594 + -3.28029 * tfactors.T9i + -0.360588 * tfactors.T913
                          + 1.4187 * tfactors.T9 + -0.184061 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.28029 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.360588 * tfactors.T923i
                                   + 1.4187 + (5.0/3.0) * -0.184061 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -18203,9 +20892,13 @@ void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -5.02585 + -1.61219 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.61219 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -18220,9 +20913,13 @@ void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  18.9075 + -20.6428 * tfactors.T913i + 1.52954 * tfactors.T913
                          + 2.7487 * tfactors.T9 + -1.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -20.6428 * tfactors.T943i + (1.0/3.0) * 1.52954 * tfactors.T923i
                                   + 2.7487 + (5.0/3.0) * -1.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -18236,8 +20933,8 @@ void rate_p_Na23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Na23_to_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Na23_to_Al27_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na23 + He4 --> Al27
 
@@ -18252,9 +20949,13 @@ void rate_He4_Na23_to_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  44.7724 + -50.2042 * tfactors.T913i + -1.64239 * tfactors.T913
                          + -1.59995 * tfactors.T9 + 0.184933 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -50.2042 * tfactors.T943i + (1.0/3.0) * -1.64239 * tfactors.T923i
                                   + -1.59995 + (5.0/3.0) * 0.184933 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -18268,8 +20969,8 @@ void rate_He4_Na23_to_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Mg23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Mg23_to_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg23 + n --> Mg24
 
@@ -18284,9 +20985,13 @@ void rate_n_Mg23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  7.00613 + 2.66964 * tfactors.T913
                          + -0.448904 * tfactors.T9 + 0.0326505 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 2.66964 * tfactors.T923i
                                   + -0.448904 + (5.0/3.0) * 0.0326505 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -18300,8 +21005,8 @@ void rate_n_Mg23_to_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Mg24_to_Mg25_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Mg24_to_Mg25_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg24 + n --> Mg25
 
@@ -18316,9 +21021,13 @@ void rate_n_Mg24_to_Mg25_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  64.622 + 0.161296 * tfactors.T9i + -0.142939 * tfactors.T913i + -57.7499 * tfactors.T913
                          + 7.01981 * tfactors.T9 + -0.582057 * tfactors.T953 + 12.8133 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.161296 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -0.142939 * tfactors.T943i + (1.0/3.0) * -57.7499 * tfactors.T923i
                                   + 7.01981 + (5.0/3.0) * -0.582057 * tfactors.T923 + 12.8133 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -18332,8 +21041,8 @@ void rate_n_Mg24_to_Mg25_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Mg24_to_Al25_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Mg24_to_Al25_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg24 + p --> Al25
 
@@ -18348,9 +21057,13 @@ void rate_p_Mg24_to_Al25_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  8.24021 + -2.48451 * tfactors.T9i + -1.57811 * tfactors.T913
                          + 1.52232 * tfactors.T9 + -0.183001 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.48451 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.57811 * tfactors.T923i
                                   + 1.52232 + (5.0/3.0) * -0.183001 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -18365,9 +21078,13 @@ void rate_p_Mg24_to_Al25_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  19.8966 + -22.0227 * tfactors.T913i + 0.361297 * tfactors.T913
                          + 2.61292 * tfactors.T9 + -1.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -22.0227 * tfactors.T943i + (1.0/3.0) * 0.361297 * tfactors.T923i
                                   + 2.61292 + (5.0/3.0) * -1.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -18381,8 +21098,8 @@ void rate_p_Mg24_to_Al25_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg24 + He4 --> Si28
 
@@ -18397,9 +21114,13 @@ void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  8.03977 + -15.629 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  15.629 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -18414,9 +21135,13 @@ void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -50.5494 + -12.8332 * tfactors.T9i + 21.3721 * tfactors.T913i + 37.7649 * tfactors.T913
                          + -4.10635 * tfactors.T9 + 0.249618 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.8332 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 21.3721 * tfactors.T943i + (1.0/3.0) * 37.7649 * tfactors.T923i
                                   + -4.10635 + (5.0/3.0) * 0.249618 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -18430,8 +21155,8 @@ void rate_He4_Mg24_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Mg25_to_Mg26_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Mg25_to_Mg26_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg25 + n --> Mg26
 
@@ -18446,9 +21171,13 @@ void rate_n_Mg25_to_Mg26_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  38.34 + -0.0457591 * tfactors.T9i + 9.392 * tfactors.T913i + -36.6784 * tfactors.T913
                          + 3.09567 * tfactors.T9 + -0.223882 * tfactors.T953 + 12.3852 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.0457591 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 9.392 * tfactors.T943i + (1.0/3.0) * -36.6784 * tfactors.T923i
                                   + 3.09567 + (5.0/3.0) * -0.223882 * tfactors.T923 + 12.3852 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -18462,8 +21191,8 @@ void rate_n_Mg25_to_Mg26_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Mg25_to_Al26_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Mg25_to_Al26_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg25 + p --> Al26
 
@@ -18478,9 +21207,13 @@ void rate_p_Mg25_to_Al26_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  4.21826 + -0.71983 * tfactors.T9i + -88.9297 * tfactors.T913
                          + 302.948 * tfactors.T9 + -346.461 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.71983 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -88.9297 * tfactors.T923i
                                   + 302.948 + (5.0/3.0) * -346.461 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -18495,9 +21228,13 @@ void rate_p_Mg25_to_Al26_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -37.1963 + -0.429366 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.429366 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -18512,9 +21249,13 @@ void rate_p_Mg25_to_Al26_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  2.22778 + -3.22353 * tfactors.T9i + 8.46334 * tfactors.T913
                          + -0.907024 * tfactors.T9 + 0.0642981 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.22353 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 8.46334 * tfactors.T923i
                                   + -0.907024 + (5.0/3.0) * 0.0642981 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -18528,8 +21269,8 @@ void rate_p_Mg25_to_Al26_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mg25_to_Si29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mg25_to_Si29_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg25 + He4 --> Si29
 
@@ -18544,9 +21285,13 @@ void rate_He4_Mg25_to_Si29_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  40.3715 + -53.41 * tfactors.T913i + -1.83266 * tfactors.T913
                          + -0.573073 * tfactors.T9 + 0.0462678 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -53.41 * tfactors.T943i + (1.0/3.0) * -1.83266 * tfactors.T923i
                                   + -0.573073 + (5.0/3.0) * 0.0462678 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -18560,8 +21305,8 @@ void rate_He4_Mg25_to_Si29_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Mg26_to_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Mg26_to_Al27_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg26 + p --> Al27
 
@@ -18576,9 +21321,13 @@ void rate_p_Mg26_to_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -27.2168 + -0.888689 * tfactors.T9i + 35.6312 * tfactors.T913
                          + -5.27265 * tfactors.T9 + 0.392932 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.888689 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 35.6312 * tfactors.T923i
                                   + -5.27265 + (5.0/3.0) * 0.392932 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -18593,9 +21342,13 @@ void rate_p_Mg26_to_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -84.493 + -0.469464 * tfactors.T9i + 251.281 * tfactors.T913
                          + -730.009 * tfactors.T9 + -224.016 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.469464 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 251.281 * tfactors.T923i
                                   + -730.009 + (5.0/3.0) * -224.016 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -18610,9 +21363,13 @@ void rate_p_Mg26_to_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  5.26056 + -3.35921 * tfactors.T9i + 6.78105 * tfactors.T913
                          + -1.25771 * tfactors.T9 + 0.140754 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.35921 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 6.78105 * tfactors.T923i
                                   + -1.25771 + (5.0/3.0) * 0.140754 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -18626,8 +21383,8 @@ void rate_p_Mg26_to_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mg26_to_Si30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mg26_to_Si30_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg26 + He4 --> Si30
 
@@ -18642,9 +21399,13 @@ void rate_He4_Mg26_to_Si30_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  1.32941 + -18.7164 * tfactors.T9i + -1.87411 * tfactors.T913
                          + 3.41299 * tfactors.T9 + -0.43226 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  18.7164 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.87411 * tfactors.T923i
                                   + 3.41299 + (5.0/3.0) * -0.43226 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -18659,9 +21420,13 @@ void rate_He4_Mg26_to_Si30_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  45.8787 + -53.7518 * tfactors.T913i + -4.8647 * tfactors.T913
                          + -1.51467 * tfactors.T9 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -53.7518 * tfactors.T943i + (1.0/3.0) * -4.8647 * tfactors.T923i
                                   + -1.51467 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -18675,8 +21440,8 @@ void rate_He4_Mg26_to_Si30_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Al25_to_Al26_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Al25_to_Al26_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al25 + n --> Al26
 
@@ -18691,9 +21456,13 @@ void rate_n_Al25_to_Al26_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  7.92587 + 1.17141 * tfactors.T913
                          + -0.162515 * tfactors.T9 + 0.0126275 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 1.17141 * tfactors.T923i
                                   + -0.162515 + (5.0/3.0) * 0.0126275 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -18707,8 +21476,8 @@ void rate_n_Al25_to_Al26_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Al25_to_P29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Al25_to_P29_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al25 + He4 --> P29
 
@@ -18723,9 +21492,13 @@ void rate_He4_Al25_to_P29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  37.9099 + -56.3424 * tfactors.T913i + 0.542998 * tfactors.T913
                          + -0.721716 * tfactors.T9 + 0.0469712 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -56.3424 * tfactors.T943i + (1.0/3.0) * 0.542998 * tfactors.T923i
                                   + -0.721716 + (5.0/3.0) * 0.0469712 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -18739,8 +21512,8 @@ void rate_He4_Al25_to_P29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Al26_to_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Al26_to_Al27_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al26 + n --> Al27
 
@@ -18755,9 +21528,13 @@ void rate_n_Al26_to_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  14.7625 + 0.00350938 * tfactors.T9i + -0.171158 * tfactors.T913i + -1.77283 * tfactors.T913
                          + 0.206192 * tfactors.T9 + -0.0191705 * tfactors.T953 + 0.139609 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.00350938 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -0.171158 * tfactors.T943i + (1.0/3.0) * -1.77283 * tfactors.T923i
                                   + 0.206192 + (5.0/3.0) * -0.0191705 * tfactors.T923 + 0.139609 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -18771,8 +21548,8 @@ void rate_n_Al26_to_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Al26_to_P30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Al26_to_P30_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al26 + He4 --> P30
 
@@ -18787,9 +21564,13 @@ void rate_He4_Al26_to_P30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  42.9778 + -56.4422 * tfactors.T913i + -2.44848 * tfactors.T913
                          + -1.17578 * tfactors.T9 + 0.150757 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -56.4422 * tfactors.T943i + (1.0/3.0) * -2.44848 * tfactors.T923i
                                   + -1.17578 + (5.0/3.0) * 0.150757 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -18803,8 +21584,8 @@ void rate_He4_Al26_to_P30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al27 + p --> Si28
 
@@ -18819,9 +21600,13 @@ void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -13.6664 + -1.90396 * tfactors.T9i + 23.8634 * tfactors.T913
                          + -3.70135 * tfactors.T9 + 0.28964 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.90396 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 23.8634 * tfactors.T923i
                                   + -3.70135 + (5.0/3.0) * 0.28964 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -18836,9 +21621,13 @@ void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  86.0234 + -0.387313 * tfactors.T9i + -26.8327 * tfactors.T913i + -116.137 * tfactors.T913
                          + 0.00950567 * tfactors.T9 + 0.00999755 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.387313 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -26.8327 * tfactors.T943i + (1.0/3.0) * -116.137 * tfactors.T923i
                                   + 0.00950567 + (5.0/3.0) * 0.00999755 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -18853,9 +21642,13 @@ void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  21.1065 + -23.2205 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -23.2205 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -18869,8 +21662,8 @@ void rate_p_Al27_to_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Al27_to_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Al27_to_P31_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al27 + He4 --> P31
 
@@ -18885,9 +21678,13 @@ void rate_He4_Al27_to_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  47.2333 + -56.5351 * tfactors.T913i + -0.896208 * tfactors.T913
                          + -1.72024 * tfactors.T9 + 0.185409 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -56.5351 * tfactors.T943i + (1.0/3.0) * -0.896208 * tfactors.T923i
                                   + -1.72024 + (5.0/3.0) * 0.185409 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -18901,8 +21698,8 @@ void rate_He4_Al27_to_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Si28_to_Si29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Si28_to_Si29_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si28 + n --> Si29
 
@@ -18917,9 +21714,13 @@ void rate_n_Si28_to_Si29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  6.9158 + -0.38 * tfactors.T9i + 7.68863 * tfactors.T913
                          + -1.7991 * tfactors.T9 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.38 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 7.68863 * tfactors.T923i
                                   + -1.7991 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -18934,8 +21735,12 @@ void rate_n_Si28_to_Si29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  8.77553;
     amrex::ignore_unused(tfactors);
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 = 0.0;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -18949,8 +21754,8 @@ void rate_n_Si28_to_Si29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Si28_to_P29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Si28_to_P29_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si28 + p --> P29
 
@@ -18965,9 +21770,13 @@ void rate_p_Si28_to_P29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  16.1779 + -23.8173 * tfactors.T913i + 7.08203 * tfactors.T913
                          + -1.44753 * tfactors.T9 + 0.0804296 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -23.8173 * tfactors.T943i + (1.0/3.0) * 7.08203 * tfactors.T923i
                                   + -1.44753 + (5.0/3.0) * 0.0804296 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -18982,9 +21791,13 @@ void rate_p_Si28_to_P29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  5.73975 + -4.14232 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.14232 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -18998,8 +21811,8 @@ void rate_p_Si28_to_P29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Si28_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Si28_to_S32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si28 + He4 --> S32
 
@@ -19014,9 +21827,13 @@ void rate_He4_Si28_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  47.9212 + -59.4896 * tfactors.T913i + 4.47205 * tfactors.T913
                          + -4.78989 * tfactors.T9 + 0.557201 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -59.4896 * tfactors.T943i + (1.0/3.0) * 4.47205 * tfactors.T923i
                                   + -4.78989 + (5.0/3.0) * 0.557201 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -19030,8 +21847,8 @@ void rate_He4_Si28_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Si29_to_Si30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Si29_to_Si30_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si29 + n --> Si30
 
@@ -19046,9 +21863,13 @@ void rate_n_Si29_to_Si30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  9.60115 + -0.179366 * tfactors.T9i + 5.50678 * tfactors.T913
                          + -2.85656 * tfactors.T9 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.179366 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 5.50678 * tfactors.T923i
                                   + -2.85656 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -19062,8 +21883,12 @@ void rate_n_Si29_to_Si30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     // ka02n
     ln_set_rate =  11.8023 + 0.650904 * tfactors.T913;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 0.650904 * tfactors.T923i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -19077,8 +21902,8 @@ void rate_n_Si29_to_Si30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Si29_to_P30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Si29_to_P30_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si29 + p --> P30
 
@@ -19093,9 +21918,13 @@ void rate_p_Si29_to_P30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -1.24791 + -3.33929 * tfactors.T9i + 14.0921 * tfactors.T913
                          + -3.92096 * tfactors.T9 + 0.447706 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.33929 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 14.0921 * tfactors.T923i
                                   + -3.92096 + (5.0/3.0) * 0.447706 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -19110,9 +21939,13 @@ void rate_p_Si29_to_P30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -13.4701 + -1.25026 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.25026 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -19127,9 +21960,13 @@ void rate_p_Si29_to_P30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  16.5182 + -23.9101 * tfactors.T913i + 10.7796 * tfactors.T913
                          + -3.04181 * tfactors.T9 + 0.274565 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -23.9101 * tfactors.T943i + (1.0/3.0) * 10.7796 * tfactors.T923i
                                   + -3.04181 + (5.0/3.0) * 0.274565 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -19143,8 +21980,8 @@ void rate_p_Si29_to_P30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Si29_to_S33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Si29_to_S33_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si29 + He4 --> S33
 
@@ -19159,9 +21996,13 @@ void rate_He4_Si29_to_S33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  49.5657 + -59.5755 * tfactors.T913i + 1.06274 * tfactors.T913
                          + -3.07529 * tfactors.T9 + 0.372011 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -59.5755 * tfactors.T943i + (1.0/3.0) * 1.06274 * tfactors.T923i
                                   + -3.07529 + (5.0/3.0) * 0.372011 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -19175,8 +22016,8 @@ void rate_He4_Si29_to_S33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Si30_to_Si31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Si30_to_Si31_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si30 + n --> Si31
 
@@ -19191,9 +22032,13 @@ void rate_n_Si30_to_Si31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -9.19438 + 0.0685821 * tfactors.T9i + -12.3502 * tfactors.T913i + 34.6486 * tfactors.T913
                          + -1.89409 * tfactors.T9 + 0.0781979 * tfactors.T953 + -14.4601 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.0685821 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -12.3502 * tfactors.T943i + (1.0/3.0) * 34.6486 * tfactors.T923i
                                   + -1.89409 + (5.0/3.0) * 0.0781979 * tfactors.T923 + -14.4601 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -19207,8 +22052,8 @@ void rate_n_Si30_to_Si31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Si30_to_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Si30_to_P31_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si30 + p --> P31
 
@@ -19223,9 +22068,13 @@ void rate_p_Si30_to_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  12.3695 + -6.64105 * tfactors.T9i
                          + -1.1191 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.64105 * tfactors.T9i * tfactors.T9i
                                   + -1.1191 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -19240,9 +22089,13 @@ void rate_p_Si30_to_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  8.79766 + -5.18231 * tfactors.T9i
                          + 1.2883 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.18231 * tfactors.T9i * tfactors.T9i
                                   + 1.2883 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -19257,9 +22110,13 @@ void rate_p_Si30_to_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -334.266 + -1.13327 * tfactors.T9i
                          + -78.547 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.13327 * tfactors.T9i * tfactors.T9i
                                   + -78.547 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -19274,9 +22131,13 @@ void rate_p_Si30_to_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -4.24208 + -1.25174 * tfactors.T9i
                          + 4.99034 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.25174 * tfactors.T9i * tfactors.T9i
                                   + 4.99034 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -19291,9 +22152,13 @@ void rate_p_Si30_to_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -18.9198 + -0.945261 * tfactors.T9i
                          + 1.30331 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.945261 * tfactors.T9i * tfactors.T9i
                                   + 1.30331 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -19308,9 +22173,13 @@ void rate_p_Si30_to_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -1138.34 + -95.8769 * tfactors.T9i
                          + -896.758 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  95.8769 * tfactors.T9i * tfactors.T9i
                                   + -896.758 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -19325,9 +22194,13 @@ void rate_p_Si30_to_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  9.96544 + -5.58963 * tfactors.T9i
                          + -1.57082 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.58963 * tfactors.T9i * tfactors.T9i
                                   + -1.57082 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -19342,9 +22215,13 @@ void rate_p_Si30_to_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -34.8594 + -0.592934 * tfactors.T9i
                          + -1.62839 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.592934 * tfactors.T9i * tfactors.T9i
                                   + -1.62839 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -19358,8 +22235,8 @@ void rate_p_Si30_to_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Si30_to_S34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Si30_to_S34_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si30 + He4 --> S34
 
@@ -19374,9 +22251,13 @@ void rate_He4_Si30_to_S34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  47.5008 + -59.6559 * tfactors.T913i + 3.70141 * tfactors.T913
                          + -3.12537 * tfactors.T9 + 0.307626 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -59.6559 * tfactors.T943i + (1.0/3.0) * 3.70141 * tfactors.T923i
                                   + -3.12537 + (5.0/3.0) * 0.307626 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -19390,8 +22271,8 @@ void rate_He4_Si30_to_S34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Si31_to_Si32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Si31_to_Si32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si31 + n --> Si32
 
@@ -19406,9 +22287,13 @@ void rate_n_Si31_to_Si32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  11.9451 + -0.0144696 * tfactors.T9i + 0.154735 * tfactors.T913i + 0.304696 * tfactors.T913
                          + 0.0236238 * tfactors.T9 + -0.00396359 * tfactors.T953 + -0.432171 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.0144696 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 0.154735 * tfactors.T943i + (1.0/3.0) * 0.304696 * tfactors.T923i
                                   + 0.0236238 + (5.0/3.0) * -0.00396359 * tfactors.T923 + -0.432171 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -19422,8 +22307,8 @@ void rate_n_Si31_to_Si32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Si31_to_P32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Si31_to_P32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si31 + p --> P32
 
@@ -19438,9 +22323,13 @@ void rate_p_Si31_to_P32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  100.968 + -3.38247 * tfactors.T9i + 123.4 * tfactors.T913i + -231.734 * tfactors.T913
                          + 14.2724 * tfactors.T9 + -0.867645 * tfactors.T953 + 108.469 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.38247 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 123.4 * tfactors.T943i + (1.0/3.0) * -231.734 * tfactors.T923i
                                   + 14.2724 + (5.0/3.0) * -0.867645 * tfactors.T923 + 108.469 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -19454,8 +22343,8 @@ void rate_p_Si31_to_P32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Si31_to_S35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Si31_to_S35_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si31 + He4 --> S35
 
@@ -19470,9 +22359,13 @@ void rate_He4_Si31_to_S35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -73.2581 + -1.94072 * tfactors.T9i + -98.5176 * tfactors.T913i + 171.207 * tfactors.T913
                          + -14.3839 * tfactors.T9 + 0.960708 * tfactors.T953 + -61.9936 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.94072 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -98.5176 * tfactors.T943i + (1.0/3.0) * 171.207 * tfactors.T923i
                                   + -14.3839 + (5.0/3.0) * 0.960708 * tfactors.T923 + -61.9936 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -19486,8 +22379,8 @@ void rate_He4_Si31_to_S35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Si32_to_P33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Si32_to_P33_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si32 + p --> P33
 
@@ -19502,9 +22395,13 @@ void rate_p_Si32_to_P33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  178.753 + -3.87095 * tfactors.T9i + 174.94 * tfactors.T913i + -365.37 * tfactors.T913
                          + 23.1636 * tfactors.T9 + -1.3429 * tfactors.T953 + 160.075 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.87095 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 174.94 * tfactors.T943i + (1.0/3.0) * -365.37 * tfactors.T923i
                                   + 23.1636 + (5.0/3.0) * -1.3429 * tfactors.T923 + 160.075 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -19518,8 +22415,8 @@ void rate_p_Si32_to_P33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Si32_to_S36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Si32_to_S36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si32 + He4 --> S36
 
@@ -19534,9 +22431,13 @@ void rate_He4_Si32_to_S36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -152.93 + -0.462221 * tfactors.T9i + -232.306 * tfactors.T913i + 393.438 * tfactors.T913
                          + -25.2071 * tfactors.T9 + 1.4457 * tfactors.T953 + -171.471 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.462221 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -232.306 * tfactors.T943i + (1.0/3.0) * 393.438 * tfactors.T923i
                                   + -25.2071 + (5.0/3.0) * 1.4457 * tfactors.T923 + -171.471 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -19550,8 +22451,8 @@ void rate_He4_Si32_to_S36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_P29_to_P30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_P29_to_P30_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P29 + n --> P30
 
@@ -19566,9 +22467,13 @@ void rate_n_P29_to_P30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  8.78841 + 0.15555 * tfactors.T913
                          + 0.155359 * tfactors.T9 + -0.0208019 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 0.15555 * tfactors.T923i
                                   + 0.155359 + (5.0/3.0) * -0.0208019 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -19582,8 +22487,8 @@ void rate_n_P29_to_P30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_P29_to_Cl33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_P29_to_Cl33_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P29 + He4 --> Cl33
 
@@ -19598,9 +22503,13 @@ void rate_He4_P29_to_Cl33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  41.9979 + -62.3802 * tfactors.T913i + 0.593062 * tfactors.T913
                          + -1.14226 * tfactors.T9 + 0.0934776 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -62.3802 * tfactors.T943i + (1.0/3.0) * 0.593062 * tfactors.T923i
                                   + -1.14226 + (5.0/3.0) * 0.0934776 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -19614,8 +22523,8 @@ void rate_He4_P29_to_Cl33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_P30_to_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_P30_to_P31_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P30 + n --> P31
 
@@ -19630,9 +22539,13 @@ void rate_n_P30_to_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  12.8187 + 0.909911 * tfactors.T913
                          + -0.162367 * tfactors.T9 + 0.00668293 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 0.909911 * tfactors.T923i
                                   + -0.162367 + (5.0/3.0) * 0.00668293 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -19646,8 +22559,8 @@ void rate_n_P30_to_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_P30_to_Cl34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_P30_to_Cl34_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P30 + He4 --> Cl34
 
@@ -19662,9 +22575,13 @@ void rate_He4_P30_to_Cl34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  45.3321 + -62.4643 * tfactors.T913i + -3.19028 * tfactors.T913
                          + -0.832633 * tfactors.T9 + 0.0987525 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -62.4643 * tfactors.T943i + (1.0/3.0) * -3.19028 * tfactors.T923i
                                   + -0.832633 + (5.0/3.0) * 0.0987525 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -19678,8 +22595,8 @@ void rate_He4_P30_to_Cl34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_P31_to_P32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_P31_to_P32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P31 + n --> P32
 
@@ -19694,9 +22611,13 @@ void rate_n_P31_to_P32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  9.48567 + -0.246803 * tfactors.T9i + 2.13185 * tfactors.T913
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.246803 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 2.13185 * tfactors.T923i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -19711,9 +22632,13 @@ void rate_n_P31_to_P32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  12.5332 + 0.327031 * tfactors.T913
                          + 1.0 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 0.327031 * tfactors.T923i
                                   + 1.0 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -19727,8 +22652,8 @@ void rate_n_P31_to_P32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P31 + p --> S32
 
@@ -19743,9 +22668,13 @@ void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  0.821556 + -3.77704 * tfactors.T9i + 8.09341 * tfactors.T913
                          + -0.615971 * tfactors.T9 + 0.031159 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.77704 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 8.09341 * tfactors.T923i
                                   + -0.615971 + (5.0/3.0) * 0.031159 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -19760,9 +22689,13 @@ void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  -2.66839 + -2.25958 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.25958 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -19777,9 +22710,13 @@ void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  19.2596 + -25.3278 * tfactors.T913i + 6.4931 * tfactors.T913
                          + -9.27513 * tfactors.T9 + -0.610439 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -25.3278 * tfactors.T943i + (1.0/3.0) * 6.4931 * tfactors.T923i
                                   + -9.27513 + (5.0/3.0) * -0.610439 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -19793,8 +22730,8 @@ void rate_p_P31_to_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_P31_to_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_P31_to_Cl35_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P31 + He4 --> Cl35
 
@@ -19809,9 +22746,13 @@ void rate_He4_P31_to_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  50.451 + -62.5433 * tfactors.T913i + -2.95026 * tfactors.T913
                          + -0.89652 * tfactors.T9 + 0.0774126 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -62.5433 * tfactors.T943i + (1.0/3.0) * -2.95026 * tfactors.T923i
                                   + -0.89652 + (5.0/3.0) * 0.0774126 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -19825,8 +22766,8 @@ void rate_He4_P31_to_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_P32_to_P33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_P32_to_P33_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P32 + n --> P33
 
@@ -19841,9 +22782,13 @@ void rate_n_P32_to_P33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  10.8477 + 0.0572362 * tfactors.T9i + -6.14814 * tfactors.T913i + 9.5582 * tfactors.T913
                          + -0.244744 * tfactors.T9 + -0.012887 * tfactors.T953 + -5.42926 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.0572362 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -6.14814 * tfactors.T943i + (1.0/3.0) * 9.5582 * tfactors.T923i
                                   + -0.244744 + (5.0/3.0) * -0.012887 * tfactors.T923 + -5.42926 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -19857,8 +22802,8 @@ void rate_n_P32_to_P33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_P32_to_S33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_P32_to_S33_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P32 + p --> S33
 
@@ -19873,9 +22818,13 @@ void rate_p_P32_to_S33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  107.354 + -3.79249 * tfactors.T9i + 147.624 * tfactors.T913i + -261.318 * tfactors.T913
                          + 14.2732 * tfactors.T9 + -0.776243 * tfactors.T953 + 126.747 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.79249 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 147.624 * tfactors.T943i + (1.0/3.0) * -261.318 * tfactors.T923i
                                   + 14.2732 + (5.0/3.0) * -0.776243 * tfactors.T923 + 126.747 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -19889,8 +22838,8 @@ void rate_p_P32_to_S33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_P32_to_Cl36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_P32_to_Cl36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P32 + He4 --> Cl36
 
@@ -19905,9 +22854,13 @@ void rate_He4_P32_to_Cl36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -119.479 + -1.48992 * tfactors.T9i + -158.272 * tfactors.T913i + 281.836 * tfactors.T913
                          + -20.652 * tfactors.T9 + 1.28543 * tfactors.T953 + -112.725 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.48992 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -158.272 * tfactors.T943i + (1.0/3.0) * 281.836 * tfactors.T923i
                                   + -20.652 + (5.0/3.0) * 1.28543 * tfactors.T923 + -112.725 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -19921,8 +22874,8 @@ void rate_He4_P32_to_Cl36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_P33_to_S34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_P33_to_S34_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P33 + p --> S34
 
@@ -19937,9 +22890,13 @@ void rate_p_P33_to_S34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  173.854 + -3.84298 * tfactors.T9i + 161.691 * tfactors.T913i + -350.015 * tfactors.T913
                          + 24.3597 * tfactors.T9 + -1.56396 * tfactors.T953 + 149.963 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.84298 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 161.691 * tfactors.T943i + (1.0/3.0) * -350.015 * tfactors.T923i
                                   + 24.3597 + (5.0/3.0) * -1.56396 * tfactors.T923 + 149.963 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -19953,8 +22910,8 @@ void rate_p_P33_to_S34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_P33_to_Cl37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_P33_to_Cl37_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P33 + He4 --> Cl37
 
@@ -19969,9 +22926,13 @@ void rate_He4_P33_to_Cl37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  50.9267 + -3.38505 * tfactors.T9i + 21.2001 * tfactors.T913i + -84.0086 * tfactors.T913
                          + 1.39426 * tfactors.T9 + 0.0896178 * tfactors.T953 + 47.8178 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.38505 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 21.2001 * tfactors.T943i + (1.0/3.0) * -84.0086 * tfactors.T923i
                                   + 1.39426 + (5.0/3.0) * 0.0896178 * tfactors.T923 + 47.8178 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -19985,8 +22946,8 @@ void rate_He4_P33_to_Cl37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_S32_to_S33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_S32_to_S33_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S32 + n --> S33
 
@@ -20001,9 +22962,13 @@ void rate_n_S32_to_S33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  12.4466 + 0.198828 * tfactors.T9i + -15.0178 * tfactors.T913i + 16.3567 * tfactors.T913
                          + -0.436839 * tfactors.T9 + -0.00574462 * tfactors.T953 + -9.78034 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.198828 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -15.0178 * tfactors.T943i + (1.0/3.0) * 16.3567 * tfactors.T923i
                                   + -0.436839 + (5.0/3.0) * -0.00574462 * tfactors.T923 + -9.78034 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -20017,8 +22982,8 @@ void rate_n_S32_to_S33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_S32_to_Cl33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_S32_to_Cl33_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S32 + p --> Cl33
 
@@ -20033,9 +22998,13 @@ void rate_p_S32_to_Cl33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  52.47 + -29.7741 * tfactors.T913i + -87.4473 * tfactors.T913
                          + 182.189 * tfactors.T9 + -128.625 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -29.7741 * tfactors.T943i + (1.0/3.0) * -87.4473 * tfactors.T923i
                                   + 182.189 + (5.0/3.0) * -128.625 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -20050,9 +23019,13 @@ void rate_p_S32_to_Cl33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  69.3346 + -3.00371 * tfactors.T9i + -33.7204 * tfactors.T913i + -32.7355 * tfactors.T913
                          + 3.92526 * tfactors.T9 + -0.250479 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.00371 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -33.7204 * tfactors.T943i + (1.0/3.0) * -32.7355 * tfactors.T923i
                                   + 3.92526 + (5.0/3.0) * -0.250479 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -20067,9 +23040,13 @@ void rate_p_S32_to_Cl33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -27.2382 + -0.874107 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.874107 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -20083,8 +23060,8 @@ void rate_p_S32_to_Cl33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_S32_to_Ar36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_S32_to_Ar36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S32 + He4 --> Ar36
 
@@ -20099,9 +23076,13 @@ void rate_He4_S32_to_Ar36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  48.901 + -65.3709 * tfactors.T913i + 5.68294 * tfactors.T913
                          + -5.00388 * tfactors.T9 + 0.571407 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -65.3709 * tfactors.T943i + (1.0/3.0) * 5.68294 * tfactors.T923i
                                   + -5.00388 + (5.0/3.0) * 0.571407 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -20115,8 +23096,8 @@ void rate_He4_S32_to_Ar36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_S33_to_S34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_S33_to_S34_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S33 + n --> S34
 
@@ -20131,9 +23112,13 @@ void rate_n_S33_to_S34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  -4.17932 + 0.24641 * tfactors.T9i + -23.1351 * tfactors.T913i + 43.3623 * tfactors.T913
                          + -2.74733 * tfactors.T9 + 0.159045 * tfactors.T953 + -19.6332 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.24641 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -23.1351 * tfactors.T943i + (1.0/3.0) * 43.3623 * tfactors.T923i
                                   + -2.74733 + (5.0/3.0) * 0.159045 * tfactors.T923 + -19.6332 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -20147,8 +23132,8 @@ void rate_n_S33_to_S34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_S33_to_Cl34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_S33_to_Cl34_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S33 + p --> Cl34
 
@@ -20163,9 +23148,13 @@ void rate_p_S33_to_Cl34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  36.4908 + -26.777 * tfactors.T913i + -5.96882 * tfactors.T913
                          + -1.0706 * tfactors.T9 + 0.19692 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -26.777 * tfactors.T943i + (1.0/3.0) * -5.96882 * tfactors.T923i
                                   + -1.0706 + (5.0/3.0) * 0.19692 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -20179,8 +23168,8 @@ void rate_p_S33_to_Cl34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_S33_to_Ar37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_S33_to_Ar37_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S33 + He4 --> Ar37
 
@@ -20195,9 +23184,13 @@ void rate_He4_S33_to_Ar37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  49.9315 + -65.4446 * tfactors.T913i + 3.59607 * tfactors.T913
                          + -3.40501 * tfactors.T9 + 0.363961 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -65.4446 * tfactors.T943i + (1.0/3.0) * 3.59607 * tfactors.T923i
                                   + -3.40501 + (5.0/3.0) * 0.363961 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -20211,8 +23204,8 @@ void rate_He4_S33_to_Ar37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_S34_to_S35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_S34_to_S35_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S34 + n --> S35
 
@@ -20227,9 +23220,13 @@ void rate_n_S34_to_S35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  41.4131 + -0.229262 * tfactors.T9i + 25.2182 * tfactors.T913i + -59.2704 * tfactors.T913
                          + 4.22256 * tfactors.T9 + -0.274247 * tfactors.T953 + 24.532 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.229262 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 25.2182 * tfactors.T943i + (1.0/3.0) * -59.2704 * tfactors.T923i
                                   + 4.22256 + (5.0/3.0) * -0.274247 * tfactors.T923 + 24.532 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -20243,8 +23240,8 @@ void rate_n_S34_to_S35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_S34_to_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_S34_to_Cl35_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S34 + p --> Cl35
 
@@ -20259,9 +23256,13 @@ void rate_p_S34_to_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -7.70046 + -2.02615 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.02615 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -20276,9 +23277,13 @@ void rate_p_S34_to_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  8.25443 + -5.75583 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.75583 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -20293,9 +23298,13 @@ void rate_p_S34_to_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -14.8781 + -1.40414 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.40414 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -20310,9 +23319,13 @@ void rate_p_S34_to_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  7.00142 + -5.10598 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.10598 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -20327,9 +23340,13 @@ void rate_p_S34_to_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -17.9366 + -1.17205 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.17205 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -20344,9 +23361,13 @@ void rate_p_S34_to_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  5.80604 + -4.6418 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.6418 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -20361,9 +23382,13 @@ void rate_p_S34_to_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  0.43449 + -3.16803 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.16803 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -20378,9 +23403,13 @@ void rate_p_S34_to_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  -60.0247 + -27.689 * tfactors.T9i + 454.53 * tfactors.T913i + -375.557 * tfactors.T913
                          + 12.6533 * tfactors.T9 + -0.408677 * tfactors.T953 + 245.118 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  27.689 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 454.53 * tfactors.T943i + (1.0/3.0) * -375.557 * tfactors.T923i
                                   + 12.6533 + (5.0/3.0) * -0.408677 * tfactors.T923 + 245.118 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -20394,8 +23423,8 @@ void rate_p_S34_to_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_S34_to_Ar38_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_S34_to_Ar38_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S34 + He4 --> Ar38
 
@@ -20410,9 +23439,13 @@ void rate_He4_S34_to_Ar38_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  228.729 + -17.9675 * tfactors.T9i + 635.332 * tfactors.T913i + -902.05 * tfactors.T913
                          + 42.5623 * tfactors.T9 + -2.08434 * tfactors.T953 + 477.35 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  17.9675 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 635.332 * tfactors.T943i + (1.0/3.0) * -902.05 * tfactors.T923i
                                   + 42.5623 + (5.0/3.0) * -2.08434 * tfactors.T923 + 477.35 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -20426,8 +23459,8 @@ void rate_He4_S34_to_Ar38_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_S35_to_S36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_S35_to_S36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S35 + n --> S36
 
@@ -20442,9 +23475,13 @@ void rate_n_S35_to_S36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  15.0579 + -2.51293 * tfactors.T913
                          + 0.668068 * tfactors.T9 + -0.0786735 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -2.51293 * tfactors.T923i
                                   + 0.668068 + (5.0/3.0) * -0.0786735 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -20458,8 +23495,8 @@ void rate_n_S35_to_S36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_S35_to_Cl36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_S35_to_Cl36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S35 + p --> Cl36
 
@@ -20474,9 +23511,13 @@ void rate_p_S35_to_Cl36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  35.1122 + -26.7922 * tfactors.T913i + -1.83516 * tfactors.T913
                          + -2.03932 * tfactors.T9 + 0.322305 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -26.7922 * tfactors.T943i + (1.0/3.0) * -1.83516 * tfactors.T923i
                                   + -2.03932 + (5.0/3.0) * 0.322305 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -20490,8 +23531,8 @@ void rate_p_S35_to_Cl36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_S35_to_Ar39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_S35_to_Ar39_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S35 + He4 --> Ar39
 
@@ -20506,9 +23547,13 @@ void rate_He4_S35_to_Ar39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  50.161 + -65.58 * tfactors.T913i + 0.163229 * tfactors.T913
                          + -2.20138 * tfactors.T9 + 0.232938 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -65.58 * tfactors.T943i + (1.0/3.0) * 0.163229 * tfactors.T923i
                                   + -2.20138 + (5.0/3.0) * 0.232938 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -20522,8 +23567,8 @@ void rate_He4_S35_to_Ar39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_S36_to_Cl37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_S36_to_Cl37_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S36 + p --> Cl37
 
@@ -20538,9 +23583,13 @@ void rate_p_S36_to_Cl37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  33.9758 + -26.7991 * tfactors.T913i + 0.0770118 * tfactors.T913
                          + -1.71514 * tfactors.T9 + 0.205981 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -26.7991 * tfactors.T943i + (1.0/3.0) * 0.0770118 * tfactors.T923i
                                   + -1.71514 + (5.0/3.0) * 0.205981 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -20554,8 +23603,8 @@ void rate_p_S36_to_Cl37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_S36_to_Ar40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_S36_to_Ar40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S36 + He4 --> Ar40
 
@@ -20570,9 +23619,13 @@ void rate_He4_S36_to_Ar40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  49.9867 + -65.6425 * tfactors.T913i + 4.12861 * tfactors.T913
                          + -3.33119 * tfactors.T9 + 0.31889 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -65.6425 * tfactors.T943i + (1.0/3.0) * 4.12861 * tfactors.T923i
                                   + -3.33119 + (5.0/3.0) * 0.31889 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -20586,8 +23639,8 @@ void rate_He4_S36_to_Ar40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cl33_to_Cl34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cl33_to_Cl34_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl33 + n --> Cl34
 
@@ -20602,9 +23655,13 @@ void rate_n_Cl33_to_Cl34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  8.14947 + 0.921411 * tfactors.T913
                          + -0.0823764 * tfactors.T9 + 0.000852746 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 0.921411 * tfactors.T923i
                                   + -0.0823764 + (5.0/3.0) * 0.000852746 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -20618,8 +23675,8 @@ void rate_n_Cl33_to_Cl34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cl33_to_K37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cl33_to_K37_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl33 + He4 --> K37
 
@@ -20634,9 +23691,13 @@ void rate_He4_Cl33_to_K37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  46.6859 + -68.1442 * tfactors.T913i + -2.72746 * tfactors.T913
                          + -0.317537 * tfactors.T9 + 0.0162782 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -68.1442 * tfactors.T943i + (1.0/3.0) * -2.72746 * tfactors.T923i
                                   + -0.317537 + (5.0/3.0) * 0.0162782 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -20650,8 +23711,8 @@ void rate_He4_Cl33_to_K37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cl34_to_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cl34_to_Cl35_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl34 + n --> Cl35
 
@@ -20666,9 +23727,13 @@ void rate_n_Cl34_to_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  12.6539 + 0.990222 * tfactors.T913
                          + -0.146686 * tfactors.T9 + 0.00560251 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 0.990222 * tfactors.T923i
                                   + -0.146686 + (5.0/3.0) * 0.00560251 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -20682,8 +23747,8 @@ void rate_n_Cl34_to_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cl34_to_K38_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cl34_to_K38_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl34 + He4 --> K38
 
@@ -20698,9 +23763,13 @@ void rate_He4_Cl34_to_K38_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  47.9589 + -68.2165 * tfactors.T913i + -2.18792 * tfactors.T913
                          + -1.25322 * tfactors.T9 + 0.140901 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -68.2165 * tfactors.T943i + (1.0/3.0) * -2.18792 * tfactors.T923i
                                   + -1.25322 + (5.0/3.0) * 0.140901 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -20714,8 +23783,8 @@ void rate_He4_Cl34_to_K38_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cl35_to_Cl36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cl35_to_Cl36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl35 + n --> Cl36
 
@@ -20730,9 +23799,13 @@ void rate_n_Cl35_to_Cl36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  2.77768 + 0.10548 * tfactors.T9i + -11.2145 * tfactors.T913i + 23.5701 * tfactors.T913
                          + -1.44059 * tfactors.T9 + 0.0755834 * tfactors.T953 + -10.3832 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.10548 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -11.2145 * tfactors.T943i + (1.0/3.0) * 23.5701 * tfactors.T923i
                                   + -1.44059 + (5.0/3.0) * 0.0755834 * tfactors.T923 + -10.3832 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -20746,8 +23819,8 @@ void rate_n_Cl35_to_Cl36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cl35_to_Ar36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cl35_to_Ar36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl35 + p --> Ar36
 
@@ -20762,9 +23835,13 @@ void rate_p_Cl35_to_Ar36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -42.5249 + -0.564651 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.564651 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -20779,9 +23856,13 @@ void rate_p_Cl35_to_Ar36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  35.6868 + -27.8971 * tfactors.T913i + -16.2304 * tfactors.T913
                          + 35.255 * tfactors.T9 + -25.8411 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -27.8971 * tfactors.T943i + (1.0/3.0) * -16.2304 * tfactors.T923i
                                   + 35.255 + (5.0/3.0) * -25.8411 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -20796,9 +23877,13 @@ void rate_p_Cl35_to_Ar36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -7.84699 + -3.65092 * tfactors.T9i + 18.0179 * tfactors.T913
                          + -2.86304 * tfactors.T9 + 0.250854 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.65092 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 18.0179 * tfactors.T923i
                                   + -2.86304 + (5.0/3.0) * 0.250854 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -20813,9 +23898,13 @@ void rate_p_Cl35_to_Ar36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -9.03294 + -2.00996 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.00996 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -20829,8 +23918,8 @@ void rate_p_Cl35_to_Ar36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cl35_to_K39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cl35_to_K39_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl35 + He4 --> K39
 
@@ -20845,9 +23934,13 @@ void rate_He4_Cl35_to_K39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  52.718 + -68.2848 * tfactors.T913i + 0.0178545 * tfactors.T913
                          + -2.06783 * tfactors.T9 + 0.199659 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -68.2848 * tfactors.T943i + (1.0/3.0) * 0.0178545 * tfactors.T923i
                                   + -2.06783 + (5.0/3.0) * 0.199659 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -20861,8 +23954,8 @@ void rate_He4_Cl35_to_K39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cl36_to_Cl37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cl36_to_Cl37_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl36 + n --> Cl37
 
@@ -20877,9 +23970,13 @@ void rate_n_Cl36_to_Cl37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  14.7404 + -0.00175231 * tfactors.T9i + -0.17256 * tfactors.T913i + -0.577904 * tfactors.T913
                          + 0.229273 * tfactors.T9 + -0.0412624 * tfactors.T953 + -0.214457 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.00175231 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -0.17256 * tfactors.T943i + (1.0/3.0) * -0.577904 * tfactors.T923i
                                   + 0.229273 + (5.0/3.0) * -0.0412624 * tfactors.T923 + -0.214457 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -20893,8 +23990,8 @@ void rate_n_Cl36_to_Cl37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cl36_to_Ar37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cl36_to_Ar37_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl36 + p --> Ar37
 
@@ -20909,9 +24006,13 @@ void rate_p_Cl36_to_Ar37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  34.0223 + -27.9044 * tfactors.T913i + -0.481331 * tfactors.T913
                          + -1.50793 * tfactors.T9 + 0.182531 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -27.9044 * tfactors.T943i + (1.0/3.0) * -0.481331 * tfactors.T923i
                                   + -1.50793 + (5.0/3.0) * 0.182531 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -20925,8 +24026,8 @@ void rate_p_Cl36_to_Ar37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cl36_to_K40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cl36_to_K40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl36 + He4 --> K40
 
@@ -20941,9 +24042,13 @@ void rate_He4_Cl36_to_K40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  55.7157 + -68.3499 * tfactors.T913i + -4.69433 * tfactors.T913
                          + -1.24812 * tfactors.T9 + 0.169306 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -68.3499 * tfactors.T943i + (1.0/3.0) * -4.69433 * tfactors.T923i
                                   + -1.24812 + (5.0/3.0) * 0.169306 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -20957,8 +24062,8 @@ void rate_He4_Cl36_to_K40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cl37_to_Ar38_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cl37_to_Ar38_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl37 + p --> Ar38
 
@@ -20973,9 +24078,13 @@ void rate_p_Cl37_to_Ar38_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  34.0095 + -27.9113 * tfactors.T913i + 0.282028 * tfactors.T913
                          + -1.80122 * tfactors.T9 + 0.21751 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -27.9113 * tfactors.T943i + (1.0/3.0) * 0.282028 * tfactors.T923i
                                   + -1.80122 + (5.0/3.0) * 0.21751 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -20989,8 +24098,8 @@ void rate_p_Cl37_to_Ar38_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cl37_to_K41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cl37_to_K41_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl37 + He4 --> K41
 
@@ -21005,9 +24114,13 @@ void rate_He4_Cl37_to_K41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  51.2462 + -68.4116 * tfactors.T913i + 3.55194 * tfactors.T913
                          + -2.84942 * tfactors.T9 + 0.24958 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -68.4116 * tfactors.T943i + (1.0/3.0) * 3.55194 * tfactors.T923i
                                   + -2.84942 + (5.0/3.0) * 0.24958 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -21021,8 +24134,8 @@ void rate_He4_Cl37_to_K41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ar36_to_Ar37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ar36_to_Ar37_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar36 + n --> Ar37
 
@@ -21037,9 +24150,13 @@ void rate_n_Ar36_to_Ar37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  12.0149 + 0.0317044 * tfactors.T9i + -3.1764 * tfactors.T913i + 5.13191 * tfactors.T913
                          + -0.00639688 * tfactors.T9 + -0.0292833 * tfactors.T953 + -2.74683 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.0317044 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -3.1764 * tfactors.T943i + (1.0/3.0) * 5.13191 * tfactors.T923i
                                   + -0.00639688 + (5.0/3.0) * -0.0292833 * tfactors.T923 + -2.74683 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -21053,8 +24170,8 @@ void rate_n_Ar36_to_Ar37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ar36_to_K37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ar36_to_K37_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar36 + p --> K37
 
@@ -21069,9 +24186,13 @@ void rate_p_Ar36_to_K37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  3.18278 + -8.98031 * tfactors.T9i + 7.50962 * tfactors.T913
                          + -1.68675 * tfactors.T9 + 0.189725 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  8.98031 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 7.50962 * tfactors.T923i
                                   + -1.68675 + (5.0/3.0) * 0.189725 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -21086,9 +24207,13 @@ void rate_p_Ar36_to_K37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  4.69769 + -3.6251 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.6251 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -21103,9 +24228,13 @@ void rate_p_Ar36_to_K37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  21.4923 + -28.9682 * tfactors.T913i
                          + -1.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -28.9682 * tfactors.T943i
                                   + (5.0/3.0) * -1.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -21119,8 +24248,8 @@ void rate_p_Ar36_to_K37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ar36_to_Ca40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ar36_to_Ca40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar36 + He4 --> Ca40
 
@@ -21135,9 +24264,13 @@ void rate_He4_Ar36_to_Ca40_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  52.3486 + -71.0046 * tfactors.T913i + 4.0656 * tfactors.T913
                          + -5.26509 * tfactors.T9 + 0.683546 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -71.0046 * tfactors.T943i + (1.0/3.0) * 4.0656 * tfactors.T923i
                                   + -5.26509 + (5.0/3.0) * 0.683546 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -21151,8 +24284,8 @@ void rate_He4_Ar36_to_Ca40_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ar37_to_Ar38_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ar37_to_Ar38_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar37 + n --> Ar38
 
@@ -21167,9 +24300,13 @@ void rate_n_Ar37_to_Ar38_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  14.7933 + -0.825362 * tfactors.T913
                          + 0.336634 * tfactors.T9 + -0.0509617 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.825362 * tfactors.T923i
                                   + 0.336634 + (5.0/3.0) * -0.0509617 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -21183,8 +24320,8 @@ void rate_n_Ar37_to_Ar38_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ar37_to_K38_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ar37_to_K38_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar37 + p --> K38
 
@@ -21199,9 +24336,13 @@ void rate_p_Ar37_to_K38_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  37.7254 + -28.9954 * tfactors.T913i + -5.57966 * tfactors.T913
                          + -1.27516 * tfactors.T9 + 0.217568 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -28.9954 * tfactors.T943i + (1.0/3.0) * -5.57966 * tfactors.T923i
                                   + -1.27516 + (5.0/3.0) * 0.217568 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -21215,8 +24356,8 @@ void rate_p_Ar37_to_K38_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ar37_to_Ca41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ar37_to_Ca41_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar37 + He4 --> Ca41
 
@@ -21231,9 +24372,13 @@ void rate_He4_Ar37_to_Ca41_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  52.7522 + -71.0688 * tfactors.T913i + 2.71847 * tfactors.T913
                          + -3.17333 * tfactors.T9 + 0.335323 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -71.0688 * tfactors.T943i + (1.0/3.0) * 2.71847 * tfactors.T923i
                                   + -3.17333 + (5.0/3.0) * 0.335323 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -21247,8 +24392,8 @@ void rate_He4_Ar37_to_Ca41_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ar38_to_Ar39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ar38_to_Ar39_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar38 + n --> Ar39
 
@@ -21263,9 +24408,13 @@ void rate_n_Ar38_to_Ar39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  14.726 + -0.0331959 * tfactors.T9i + 2.38837 * tfactors.T913i + -4.76536 * tfactors.T913
                          + 0.701311 * tfactors.T9 + -0.0705226 * tfactors.T953 + 1.80517 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.0331959 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 2.38837 * tfactors.T943i + (1.0/3.0) * -4.76536 * tfactors.T923i
                                   + 0.701311 + (5.0/3.0) * -0.0705226 * tfactors.T923 + 1.80517 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -21279,8 +24428,8 @@ void rate_n_Ar38_to_Ar39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ar38_to_K39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ar38_to_K39_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar38 + p --> K39
 
@@ -21295,9 +24444,13 @@ void rate_p_Ar38_to_K39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  35.2834 + -29.0021 * tfactors.T913i + -0.525968 * tfactors.T913
                          + -1.94216 * tfactors.T9 + 0.267346 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -29.0021 * tfactors.T943i + (1.0/3.0) * -0.525968 * tfactors.T923i
                                   + -1.94216 + (5.0/3.0) * 0.267346 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -21311,8 +24464,8 @@ void rate_p_Ar38_to_K39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ar38_to_Ca42_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ar38_to_Ca42_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar38 + He4 --> Ca42
 
@@ -21327,9 +24480,13 @@ void rate_He4_Ar38_to_Ca42_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  52.6394 + -71.1296 * tfactors.T913i + 2.75299 * tfactors.T913
                          + -2.43406 * tfactors.T9 + 0.199511 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -71.1296 * tfactors.T943i + (1.0/3.0) * 2.75299 * tfactors.T923i
                                   + -2.43406 + (5.0/3.0) * 0.199511 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -21343,8 +24500,8 @@ void rate_He4_Ar38_to_Ca42_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ar39_to_Ar40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ar39_to_Ar40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar39 + n --> Ar40
 
@@ -21359,9 +24516,13 @@ void rate_n_Ar39_to_Ar40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  15.8265 + -0.0317703 * tfactors.T9i + 2.09789 * tfactors.T913i + -4.77242 * tfactors.T913
                          + 0.64032 * tfactors.T9 + -0.0694485 * tfactors.T953 + 1.51561 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.0317703 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 2.09789 * tfactors.T943i + (1.0/3.0) * -4.77242 * tfactors.T923i
                                   + 0.64032 + (5.0/3.0) * -0.0694485 * tfactors.T923 + 1.51561 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -21375,8 +24536,8 @@ void rate_n_Ar39_to_Ar40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ar39_to_K40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ar39_to_K40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar39 + p --> K40
 
@@ -21391,9 +24552,13 @@ void rate_p_Ar39_to_K40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  35.9873 + -29.0085 * tfactors.T913i + -2.81753 * tfactors.T913
                          + -0.757962 * tfactors.T9 + 0.099462 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -29.0085 * tfactors.T943i + (1.0/3.0) * -2.81753 * tfactors.T923i
                                   + -0.757962 + (5.0/3.0) * 0.099462 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -21407,8 +24572,8 @@ void rate_p_Ar39_to_K40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ar39_to_Ca43_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ar39_to_Ca43_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar39 + He4 --> Ca43
 
@@ -21423,9 +24588,13 @@ void rate_He4_Ar39_to_Ca43_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  53.0126 + -71.1879 * tfactors.T913i + 2.58821 * tfactors.T913
                          + -3.67809 * tfactors.T9 + 0.431537 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -71.1879 * tfactors.T943i + (1.0/3.0) * 2.58821 * tfactors.T923i
                                   + -3.67809 + (5.0/3.0) * 0.431537 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -21439,8 +24608,8 @@ void rate_He4_Ar39_to_Ca43_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ar40_to_K41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ar40_to_K41_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar40 + p --> K41
 
@@ -21455,9 +24624,13 @@ void rate_p_Ar40_to_K41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  34.4108 + -29.0146 * tfactors.T913i + 0.65181 * tfactors.T913
                          + -1.50557 * tfactors.T9 + 0.139974 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -29.0146 * tfactors.T943i + (1.0/3.0) * 0.65181 * tfactors.T923i
                                   + -1.50557 + (5.0/3.0) * 0.139974 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -21471,8 +24644,8 @@ void rate_p_Ar40_to_K41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ar40_to_Ca44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ar40_to_Ca44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar40 + He4 --> Ca44
 
@@ -21487,9 +24660,13 @@ void rate_He4_Ar40_to_Ca44_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  51.2366 + -71.2432 * tfactors.T913i + 6.75101 * tfactors.T913
                          + -5.53183 * tfactors.T9 + 0.667023 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -71.2432 * tfactors.T943i + (1.0/3.0) * 6.75101 * tfactors.T923i
                                   + -5.53183 + (5.0/3.0) * 0.667023 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -21503,8 +24680,8 @@ void rate_He4_Ar40_to_Ca44_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_K37_to_K38_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_K37_to_K38_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K37 + n --> K38
 
@@ -21519,9 +24696,13 @@ void rate_n_K37_to_K38_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  8.98129 + 0.538174 * tfactors.T913
                          + -0.0208079 * tfactors.T9 + -0.00404949 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 0.538174 * tfactors.T923i
                                   + -0.0208079 + (5.0/3.0) * -0.00404949 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -21535,8 +24716,8 @@ void rate_n_K37_to_K38_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_K38_to_K39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_K38_to_K39_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K38 + n --> K39
 
@@ -21551,9 +24732,13 @@ void rate_n_K38_to_K39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  13.7596 + -0.161985 * tfactors.T913
                          + 0.187817 * tfactors.T9 + -0.0320464 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.161985 * tfactors.T923i
                                   + 0.187817 + (5.0/3.0) * -0.0320464 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -21567,8 +24752,8 @@ void rate_n_K38_to_K39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_K39_to_K40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_K39_to_K40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K39 + n --> K40
 
@@ -21583,9 +24768,13 @@ void rate_n_K39_to_K40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  17.6161 + 0.0316194 * tfactors.T9i + -2.2227 * tfactors.T913i + -1.88579 * tfactors.T913
                          + 0.714904 * tfactors.T9 + -0.0774902 * tfactors.T953 + -0.859473 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.0316194 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -2.2227 * tfactors.T943i + (1.0/3.0) * -1.88579 * tfactors.T923i
                                   + 0.714904 + (5.0/3.0) * -0.0774902 * tfactors.T923 + -0.859473 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -21599,8 +24788,8 @@ void rate_n_K39_to_K40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_K39_to_Ca40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_K39_to_Ca40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K39 + p --> Ca40
 
@@ -21615,9 +24804,13 @@ void rate_p_K39_to_Ca40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  2761.38 + -5.22234 * tfactors.T9i + 802.18 * tfactors.T913i + -4010.27 * tfactors.T913
                          + 1136.19 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.22234 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 802.18 * tfactors.T943i + (1.0/3.0) * -4010.27 * tfactors.T923i
                                   + 1136.19 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -21632,9 +24825,13 @@ void rate_p_K39_to_Ca40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  588.099 + -12.5647 * tfactors.T9i + 641.844 * tfactors.T913i + -1248.49 * tfactors.T913
                          + 564.926 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.5647 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 641.844 * tfactors.T943i + (1.0/3.0) * -1248.49 * tfactors.T923i
                                   + 564.926 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -21649,9 +24846,13 @@ void rate_p_K39_to_Ca40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  102.252 + -1.66508 * tfactors.T9i + 41.1723 * tfactors.T913i + -149.299 * tfactors.T913
                          + 10.5229 * tfactors.T9 + -0.68208 * tfactors.T953 + 59.2367 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.66508 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 41.1723 * tfactors.T943i + (1.0/3.0) * -149.299 * tfactors.T923i
                                   + 10.5229 + (5.0/3.0) * -0.68208 * tfactors.T923 + 59.2367 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -21665,8 +24866,8 @@ void rate_p_K39_to_Ca40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_K39_to_Sc43_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_K39_to_Sc43_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K39 + He4 --> Sc43
 
@@ -21681,9 +24882,13 @@ void rate_He4_K39_to_Sc43_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  54.1202 + -73.8006 * tfactors.T913i + 1.87885 * tfactors.T913
                          + -2.75862 * tfactors.T9 + 0.279678 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -73.8006 * tfactors.T943i + (1.0/3.0) * 1.87885 * tfactors.T923i
                                   + -2.75862 + (5.0/3.0) * 0.279678 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -21697,8 +24902,8 @@ void rate_He4_K39_to_Sc43_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_K40_to_K41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_K40_to_K41_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K40 + n --> K41
 
@@ -21713,9 +24918,13 @@ void rate_n_K40_to_K41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  17.4542 + -0.0277342 * tfactors.T9i + 1.90527 * tfactors.T913i + -4.8523 * tfactors.T913
                          + 0.552061 * tfactors.T9 + -0.0570777 * tfactors.T953 + 1.46777 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.0277342 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 1.90527 * tfactors.T943i + (1.0/3.0) * -4.8523 * tfactors.T923i
                                   + 0.552061 + (5.0/3.0) * -0.0570777 * tfactors.T923 + 1.46777 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -21729,8 +24938,8 @@ void rate_n_K40_to_K41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_K40_to_Ca41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_K40_to_Ca41_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K40 + p --> Ca41
 
@@ -21745,9 +24954,13 @@ void rate_p_K40_to_Ca41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  35.0973 + -30.0795 * tfactors.T913i + 0.0447475 * tfactors.T913
                          + -1.69565 * tfactors.T9 + 0.20173 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -30.0795 * tfactors.T943i + (1.0/3.0) * 0.0447475 * tfactors.T923i
                                   + -1.69565 + (5.0/3.0) * 0.20173 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -21761,8 +24974,8 @@ void rate_p_K40_to_Ca41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_K40_to_Sc44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_K40_to_Sc44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K40 + He4 --> Sc44
 
@@ -21777,9 +24990,13 @@ void rate_He4_K40_to_Sc44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  55.9694 + -73.858 * tfactors.T913i + -1.10691 * tfactors.T913
                          + -2.42921 * tfactors.T9 + 0.294 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -73.858 * tfactors.T943i + (1.0/3.0) * -1.10691 * tfactors.T923i
                                   + -2.42921 + (5.0/3.0) * 0.294 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -21793,8 +25010,8 @@ void rate_He4_K40_to_Sc44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_K41_to_Ca42_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_K41_to_Ca42_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K41 + p --> Ca42
 
@@ -21809,9 +25026,13 @@ void rate_p_K41_to_Ca42_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  32.2014 + -30.08 * tfactors.T913i + 2.93877 * tfactors.T913
                          + 2.77388 * tfactors.T9 + -4.8284 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -30.08 * tfactors.T943i + (1.0/3.0) * 2.93877 * tfactors.T923i
                                   + 2.77388 + (5.0/3.0) * -4.8284 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -21826,9 +25047,13 @@ void rate_p_K41_to_Ca42_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  16.0218 + -12.0 * tfactors.T9i + -1.68317 * tfactors.T913
                          + 0.692171 * tfactors.T9 + -0.0831029 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.0 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.68317 * tfactors.T923i
                                   + 0.692171 + (5.0/3.0) * -0.0831029 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -21842,8 +25067,8 @@ void rate_p_K41_to_Ca42_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_K41_to_Sc45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_K41_to_Sc45_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K41 + He4 --> Sc45
 
@@ -21858,9 +25083,13 @@ void rate_He4_K41_to_Sc45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  54.8015 + -73.9127 * tfactors.T913i + 0.81435 * tfactors.T913
                          + -2.90813 * tfactors.T9 + 0.335176 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -73.9127 * tfactors.T943i + (1.0/3.0) * 0.81435 * tfactors.T923i
                                   + -2.90813 + (5.0/3.0) * 0.335176 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -21874,8 +25103,8 @@ void rate_He4_K41_to_Sc45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ca40_to_Ca41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ca40_to_Ca41_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca40 + n --> Ca41
 
@@ -21890,9 +25119,13 @@ void rate_n_Ca40_to_Ca41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  3.04601 + 0.0855375 * tfactors.T9i + -9.18636 * tfactors.T913i + 21.0095 * tfactors.T913
                          + -1.33326 * tfactors.T9 + 0.0769347 * tfactors.T953 + -8.66245 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.0855375 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -9.18636 * tfactors.T943i + (1.0/3.0) * 21.0095 * tfactors.T923i
                                   + -1.33326 + (5.0/3.0) * 0.0769347 * tfactors.T923 + -8.66245 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -21906,8 +25139,8 @@ void rate_n_Ca40_to_Ca41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ca40_to_Ti44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ca40_to_Ti44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca40 + He4 --> Ti44
 
@@ -21922,9 +25155,13 @@ void rate_He4_Ca40_to_Ti44_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  53.75 + -76.4273 * tfactors.T913i + 3.87451 * tfactors.T913
                          + -3.61477 * tfactors.T9 + 0.367451 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -76.4273 * tfactors.T943i + (1.0/3.0) * 3.87451 * tfactors.T923i
                                   + -3.61477 + (5.0/3.0) * 0.367451 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -21938,8 +25175,8 @@ void rate_He4_Ca40_to_Ti44_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ca41_to_Ca42_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ca41_to_Ca42_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca41 + n --> Ca42
 
@@ -21954,9 +25191,13 @@ void rate_n_Ca41_to_Ca42_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  20.4461 + -0.0409481 * tfactors.T9i + 3.7037 * tfactors.T913i + -9.99246 * tfactors.T913
                          + 1.05894 * tfactors.T9 + -0.0978564 * tfactors.T953 + 3.43604 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.0409481 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 3.7037 * tfactors.T943i + (1.0/3.0) * -9.99246 * tfactors.T923i
                                   + 1.05894 + (5.0/3.0) * -0.0978564 * tfactors.T923 + 3.43604 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -21970,8 +25211,8 @@ void rate_n_Ca41_to_Ca42_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ca41_to_Ti45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ca41_to_Ti45_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca41 + He4 --> Ti45
 
@@ -21986,9 +25227,13 @@ void rate_He4_Ca41_to_Ti45_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  54.6305 + -76.4839 * tfactors.T913i + 3.03748 * tfactors.T913
                          + -2.59814 * tfactors.T9 + 0.210582 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -76.4839 * tfactors.T943i + (1.0/3.0) * 3.03748 * tfactors.T923i
                                   + -2.59814 + (5.0/3.0) * 0.210582 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -22002,8 +25247,8 @@ void rate_He4_Ca41_to_Ti45_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ca42_to_Ca43_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ca42_to_Ca43_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca42 + n --> Ca43
 
@@ -22018,9 +25263,13 @@ void rate_n_Ca42_to_Ca43_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  15.996 + 0.0365498 * tfactors.T9i + -2.75867 * tfactors.T913i + 0.860871 * tfactors.T913
                          + 0.583467 * tfactors.T9 + -0.094473 * tfactors.T953 + -1.59357 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.0365498 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -2.75867 * tfactors.T943i + (1.0/3.0) * 0.860871 * tfactors.T923i
                                   + 0.583467 + (5.0/3.0) * -0.094473 * tfactors.T923 + -1.59357 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -22034,8 +25283,8 @@ void rate_n_Ca42_to_Ca43_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ca42_to_Sc43_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ca42_to_Sc43_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca42 + p --> Sc43
 
@@ -22050,9 +25299,13 @@ void rate_p_Ca42_to_Sc43_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  35.8192 + -31.1381 * tfactors.T913i + -0.151667 * tfactors.T913
                          + -1.76926 * tfactors.T9 + 0.219569 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -31.1381 * tfactors.T943i + (1.0/3.0) * -0.151667 * tfactors.T923i
                                   + -1.76926 + (5.0/3.0) * 0.219569 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -22066,8 +25319,8 @@ void rate_p_Ca42_to_Sc43_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ca42_to_Ti46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ca42_to_Ti46_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca42 + He4 --> Ti46
 
@@ -22082,9 +25335,13 @@ void rate_He4_Ca42_to_Ti46_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  54.833 + -76.5379 * tfactors.T913i + 2.80099 * tfactors.T913
                          + -2.34788 * tfactors.T9 + 0.150014 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -76.5379 * tfactors.T943i + (1.0/3.0) * 2.80099 * tfactors.T923i
                                   + -2.34788 + (5.0/3.0) * 0.150014 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -22098,8 +25355,8 @@ void rate_He4_Ca42_to_Ti46_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ca43_to_Ca44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ca43_to_Ca44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca43 + n --> Ca44
 
@@ -22114,9 +25371,13 @@ void rate_n_Ca43_to_Ca44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  10.6877 + -0.00587516 * tfactors.T9i + -1.26512 * tfactors.T913i + 6.74718 * tfactors.T913
                          + -0.673582 * tfactors.T9 + 0.0412245 * tfactors.T953 + -2.30362 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.00587516 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -1.26512 * tfactors.T943i + (1.0/3.0) * 6.74718 * tfactors.T923i
                                   + -0.673582 + (5.0/3.0) * 0.0412245 * tfactors.T923 + -2.30362 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -22130,8 +25391,8 @@ void rate_n_Ca43_to_Ca44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ca43_to_Sc44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ca43_to_Sc44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca43 + p --> Sc44
 
@@ -22146,9 +25407,13 @@ void rate_p_Ca43_to_Sc44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  34.9383 + -31.1437 * tfactors.T913i + 1.02701 * tfactors.T913
                          + -1.81612 * tfactors.T9 + 0.197287 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -31.1437 * tfactors.T943i + (1.0/3.0) * 1.02701 * tfactors.T923i
                                   + -1.81612 + (5.0/3.0) * 0.197287 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -22162,8 +25427,8 @@ void rate_p_Ca43_to_Sc44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ca43_to_Ti47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ca43_to_Ti47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca43 + He4 --> Ti47
 
@@ -22178,9 +25443,13 @@ void rate_He4_Ca43_to_Ti47_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  60.4703 + -76.5897 * tfactors.T913i + -7.46117 * tfactors.T913
                          + -0.574977 * tfactors.T9 + 0.115742 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -76.5897 * tfactors.T943i + (1.0/3.0) * -7.46117 * tfactors.T923i
                                   + -0.574977 + (5.0/3.0) * 0.115742 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -22194,8 +25463,8 @@ void rate_He4_Ca43_to_Ti47_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ca44_to_Ca45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ca44_to_Ca45_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca44 + n --> Ca45
 
@@ -22210,9 +25479,13 @@ void rate_n_Ca44_to_Ca45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  2.03089 + 0.19047 * tfactors.T9i + -17.5809 * tfactors.T913i + 30.835 * tfactors.T913
                          + -1.52658 * tfactors.T9 + 0.0495163 * tfactors.T953 + -14.5794 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.19047 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -17.5809 * tfactors.T943i + (1.0/3.0) * 30.835 * tfactors.T923i
                                   + -1.52658 + (5.0/3.0) * 0.0495163 * tfactors.T923 + -14.5794 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -22226,8 +25499,8 @@ void rate_n_Ca44_to_Ca45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ca44_to_Sc45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ca44_to_Sc45_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca44 + p --> Sc45
 
@@ -22242,9 +25515,13 @@ void rate_p_Ca44_to_Sc45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  35.0037 + -31.1491 * tfactors.T913i + 0.402181 * tfactors.T913
                          + -1.30287 * tfactors.T9 + 0.135535 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -31.1491 * tfactors.T943i + (1.0/3.0) * 0.402181 * tfactors.T923i
                                   + -1.30287 + (5.0/3.0) * 0.135535 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -22258,8 +25535,8 @@ void rate_p_Ca44_to_Sc45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ca44_to_Ti48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ca44_to_Ti48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca44 + He4 --> Ti48
 
@@ -22274,9 +25551,13 @@ void rate_He4_Ca44_to_Ti48_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  55.9169 + -76.6391 * tfactors.T913i + 2.70825 * tfactors.T913
                          + -4.48808 * tfactors.T9 + 0.582872 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -76.6391 * tfactors.T943i + (1.0/3.0) * 2.70825 * tfactors.T923i
                                   + -4.48808 + (5.0/3.0) * 0.582872 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -22290,8 +25571,8 @@ void rate_He4_Ca44_to_Ti48_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ca45_to_Ca46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ca45_to_Ca46_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca45 + n --> Ca46
 
@@ -22306,9 +25587,13 @@ void rate_n_Ca45_to_Ca46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  22.6116 + -0.0524788 * tfactors.T9i + 5.01526 * tfactors.T913i + -14.4226 * tfactors.T913
                          + 1.37087 * tfactors.T9 + -0.111582 * tfactors.T953 + 4.87661 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.0524788 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 5.01526 * tfactors.T943i + (1.0/3.0) * -14.4226 * tfactors.T923i
                                   + 1.37087 + (5.0/3.0) * -0.111582 * tfactors.T923 + 4.87661 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -22322,8 +25607,8 @@ void rate_n_Ca45_to_Ca46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ca45_to_Sc46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ca45_to_Sc46_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca45 + p --> Sc46
 
@@ -22338,9 +25623,13 @@ void rate_p_Ca45_to_Sc46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  38.986 + -31.1543 * tfactors.T913i + -6.97397 * tfactors.T913
                          + -0.344025 * tfactors.T9 + 0.128258 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -31.1543 * tfactors.T943i + (1.0/3.0) * -6.97397 * tfactors.T923i
                                   + -0.344025 + (5.0/3.0) * 0.128258 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -22354,8 +25643,8 @@ void rate_p_Ca45_to_Sc46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ca45_to_Ti49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ca45_to_Ti49_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca45 + He4 --> Ti49
 
@@ -22370,9 +25659,13 @@ void rate_He4_Ca45_to_Ti49_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  57.6604 + -76.6866 * tfactors.T913i + -9.95306 * tfactors.T913
                          + 1.72367 * tfactors.T9 + -0.226004 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -76.6866 * tfactors.T943i + (1.0/3.0) * -9.95306 * tfactors.T923i
                                   + 1.72367 + (5.0/3.0) * -0.226004 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -22386,8 +25679,8 @@ void rate_He4_Ca45_to_Ti49_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ca46_to_Ca47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ca46_to_Ca47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca46 + n --> Ca47
 
@@ -22402,9 +25695,13 @@ void rate_n_Ca46_to_Ca47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -0.886174 + 0.206974 * tfactors.T9i + -19.7417 * tfactors.T913i + 35.2401 * tfactors.T913
                          + -1.61262 * tfactors.T9 + 0.0443701 * tfactors.T953 + -16.7507 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.206974 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -19.7417 * tfactors.T943i + (1.0/3.0) * 35.2401 * tfactors.T923i
                                   + -1.61262 + (5.0/3.0) * 0.0443701 * tfactors.T923 + -16.7507 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -22418,8 +25715,8 @@ void rate_n_Ca46_to_Ca47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ca46_to_Sc47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ca46_to_Sc47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca46 + p --> Sc47
 
@@ -22434,9 +25731,13 @@ void rate_p_Ca46_to_Sc47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  34.3625 + -31.1593 * tfactors.T913i + 0.979497 * tfactors.T913
                          + -1.14947 * tfactors.T9 + 0.064347 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -31.1593 * tfactors.T943i + (1.0/3.0) * 0.979497 * tfactors.T923i
                                   + -1.14947 + (5.0/3.0) * 0.064347 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -22450,8 +25751,8 @@ void rate_p_Ca46_to_Sc47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ca46_to_Ti50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ca46_to_Ti50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca46 + He4 --> Ti50
 
@@ -22466,9 +25767,13 @@ void rate_He4_Ca46_to_Ti50_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  62.9052 + -76.732 * tfactors.T913i + -13.6546 * tfactors.T913
                          + 1.61796 * tfactors.T9 + -0.159 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -76.732 * tfactors.T943i + (1.0/3.0) * -13.6546 * tfactors.T923i
                                   + 1.61796 + (5.0/3.0) * -0.159 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -22482,8 +25787,8 @@ void rate_He4_Ca46_to_Ti50_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ca47_to_Ca48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ca47_to_Ca48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca47 + n --> Ca48
 
@@ -22498,9 +25803,13 @@ void rate_n_Ca47_to_Ca48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  15.2216 + -2.88636 * tfactors.T913
                          + 0.79581 * tfactors.T9 + -0.0872236 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -2.88636 * tfactors.T923i
                                   + 0.79581 + (5.0/3.0) * -0.0872236 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -22514,8 +25823,8 @@ void rate_n_Ca47_to_Ca48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ca47_to_Sc48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ca47_to_Sc48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca47 + p --> Sc48
 
@@ -22530,9 +25839,13 @@ void rate_p_Ca47_to_Sc48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  29.5755 + -31.164 * tfactors.T913i + -2.03245 * tfactors.T913
                          + 0.0494826 * tfactors.T9 + 0.00201831 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -31.164 * tfactors.T943i + (1.0/3.0) * -2.03245 * tfactors.T923i
                                   + 0.0494826 + (5.0/3.0) * 0.00201831 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -22546,8 +25859,8 @@ void rate_p_Ca47_to_Sc48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ca47_to_Ti51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ca47_to_Ti51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca47 + He4 --> Ti51
 
@@ -22562,9 +25875,13 @@ void rate_He4_Ca47_to_Ti51_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  50.6782 + -76.7758 * tfactors.T913i + -1.97823 * tfactors.T913
                          + -0.552991 * tfactors.T9 + 0.0318371 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -76.7758 * tfactors.T943i + (1.0/3.0) * -1.97823 * tfactors.T923i
                                   + -0.552991 + (5.0/3.0) * 0.0318371 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -22578,8 +25895,8 @@ void rate_He4_Ca47_to_Ti51_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ca48_to_Sc49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ca48_to_Sc49_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca48 + p --> Sc49
 
@@ -22594,9 +25911,13 @@ void rate_p_Ca48_to_Sc49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  33.8574 + -31.1685 * tfactors.T913i + 2.20987 * tfactors.T913
                          + -2.24347 * tfactors.T9 + 0.239302 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -31.1685 * tfactors.T943i + (1.0/3.0) * 2.20987 * tfactors.T923i
                                   + -2.24347 + (5.0/3.0) * 0.239302 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -22610,8 +25931,8 @@ void rate_p_Ca48_to_Sc49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Sc43_to_Sc44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Sc43_to_Sc44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc43 + n --> Sc44
 
@@ -22626,9 +25947,13 @@ void rate_n_Sc43_to_Sc44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  15.7633 + -0.575865 * tfactors.T913
                          + 0.0565199 * tfactors.T9 + -0.0129886 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.575865 * tfactors.T923i
                                   + 0.0565199 + (5.0/3.0) * -0.0129886 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -22642,8 +25967,8 @@ void rate_n_Sc43_to_Sc44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Sc43_to_Ti44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Sc43_to_Ti44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc43 + p --> Ti44
 
@@ -22658,9 +25983,13 @@ void rate_p_Sc43_to_Ti44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.8432 + -32.1734 * tfactors.T913i + -1.77078 * tfactors.T913
                          + -2.21706 * tfactors.T9 + 0.298499 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -32.1734 * tfactors.T943i + (1.0/3.0) * -1.77078 * tfactors.T923i
                                   + -2.21706 + (5.0/3.0) * 0.298499 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -22674,8 +26003,8 @@ void rate_p_Sc43_to_Ti44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Sc43_to_V47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Sc43_to_V47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc43 + He4 --> V47
 
@@ -22690,9 +26019,13 @@ void rate_He4_Sc43_to_V47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  59.0195 + -79.122 * tfactors.T913i + -7.07006 * tfactors.T913
                          + 0.424183 * tfactors.T9 + -0.0665231 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -79.122 * tfactors.T943i + (1.0/3.0) * -7.07006 * tfactors.T923i
                                   + 0.424183 + (5.0/3.0) * -0.0665231 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -22706,8 +26039,8 @@ void rate_He4_Sc43_to_V47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Sc44_to_Sc45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Sc44_to_Sc45_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc44 + n --> Sc45
 
@@ -22722,9 +26055,13 @@ void rate_n_Sc44_to_Sc45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  17.0705 + -1.31922 * tfactors.T913
                          + 0.167096 * tfactors.T9 + -0.0191676 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.31922 * tfactors.T923i
                                   + 0.167096 + (5.0/3.0) * -0.0191676 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -22738,8 +26075,8 @@ void rate_n_Sc44_to_Sc45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Sc44_to_Ti45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Sc44_to_Ti45_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc44 + p --> Ti45
 
@@ -22754,9 +26091,13 @@ void rate_p_Sc44_to_Ti45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  35.1446 + -32.179 * tfactors.T913i + 1.40668 * tfactors.T913
                          + -2.02828 * tfactors.T9 + 0.230326 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -32.179 * tfactors.T943i + (1.0/3.0) * 1.40668 * tfactors.T923i
                                   + -2.02828 + (5.0/3.0) * 0.230326 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -22770,8 +26111,8 @@ void rate_p_Sc44_to_Ti45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Sc44_to_V48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Sc44_to_V48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc44 + He4 --> V48
 
@@ -22786,9 +26127,13 @@ void rate_He4_Sc44_to_V48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  56.6322 + -79.1731 * tfactors.T913i + -4.22583 * tfactors.T913
                          + -0.427863 * tfactors.T9 + 0.0235817 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -79.1731 * tfactors.T943i + (1.0/3.0) * -4.22583 * tfactors.T923i
                                   + -0.427863 + (5.0/3.0) * 0.0235817 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -22802,8 +26147,8 @@ void rate_He4_Sc44_to_V48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Sc45_to_Sc46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Sc45_to_Sc46_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc45 + n --> Sc46
 
@@ -22818,9 +26163,13 @@ void rate_n_Sc45_to_Sc46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  6.62692 + 0.0466836 * tfactors.T9i + -6.18502 * tfactors.T913i + 16.5806 * tfactors.T913
                          + -1.45949 * tfactors.T9 + 0.0995696 * tfactors.T953 + -6.53696 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.0466836 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -6.18502 * tfactors.T943i + (1.0/3.0) * 16.5806 * tfactors.T923i
                                   + -1.45949 + (5.0/3.0) * 0.0995696 * tfactors.T923 + -6.53696 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -22834,8 +26183,8 @@ void rate_n_Sc45_to_Sc46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Sc45_to_Ti46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Sc45_to_Ti46_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc45 + p --> Ti46
 
@@ -22850,9 +26199,13 @@ void rate_p_Sc45_to_Ti46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  34.8383 + -32.1843 * tfactors.T913i + 1.38642 * tfactors.T913
                          + -1.64811 * tfactors.T9 + 0.157323 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -32.1843 * tfactors.T943i + (1.0/3.0) * 1.38642 * tfactors.T923i
                                   + -1.64811 + (5.0/3.0) * 0.157323 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -22866,8 +26219,8 @@ void rate_p_Sc45_to_Ti46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Sc45_to_V49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Sc45_to_V49_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc45 + He4 --> V49
 
@@ -22882,9 +26235,13 @@ void rate_He4_Sc45_to_V49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  60.1427 + -79.222 * tfactors.T913i + -5.31022 * tfactors.T913
                          + -1.37323 * tfactors.T9 + 0.21679 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -79.222 * tfactors.T943i + (1.0/3.0) * -5.31022 * tfactors.T923i
                                   + -1.37323 + (5.0/3.0) * 0.21679 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -22898,8 +26255,8 @@ void rate_He4_Sc45_to_V49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Sc46_to_Sc47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Sc46_to_Sc47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc46 + n --> Sc47
 
@@ -22914,9 +26271,13 @@ void rate_n_Sc46_to_Sc47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  17.7335 + -0.0211697 * tfactors.T9i + 1.157 * tfactors.T913i + -3.39674 * tfactors.T913
                          + 0.179575 * tfactors.T9 + -0.00780135 * tfactors.T953 + 0.783491 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.0211697 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 1.157 * tfactors.T943i + (1.0/3.0) * -3.39674 * tfactors.T923i
                                   + 0.179575 + (5.0/3.0) * -0.00780135 * tfactors.T923 + 0.783491 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -22930,8 +26291,8 @@ void rate_n_Sc46_to_Sc47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Sc46_to_Ti47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Sc46_to_Ti47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc46 + p --> Ti47
 
@@ -22946,9 +26307,13 @@ void rate_p_Sc46_to_Ti47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  134.507 + -5.50507 * tfactors.T9i + 212.079 * tfactors.T913i + -358.599 * tfactors.T913
                          + 19.2793 * tfactors.T9 + -1.01913 * tfactors.T953 + 176.254 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.50507 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 212.079 * tfactors.T943i + (1.0/3.0) * -358.599 * tfactors.T923i
                                   + 19.2793 + (5.0/3.0) * -1.01913 * tfactors.T923 + 176.254 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -22962,8 +26327,8 @@ void rate_p_Sc46_to_Ti47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Sc46_to_V50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Sc46_to_V50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc46 + He4 --> V50
 
@@ -22978,9 +26343,13 @@ void rate_He4_Sc46_to_V50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -953.322 + 15.73 * tfactors.T9i + -1681.31 * tfactors.T913i + 2743.27 * tfactors.T913
                          + -162.405 * tfactors.T9 + 9.24681 * tfactors.T953 + -1292.78 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -15.73 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -1681.31 * tfactors.T943i + (1.0/3.0) * 2743.27 * tfactors.T923i
                                   + -162.405 + (5.0/3.0) * 9.24681 * tfactors.T923 + -1292.78 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -22994,8 +26363,8 @@ void rate_He4_Sc46_to_V50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Sc47_to_Sc48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Sc47_to_Sc48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc47 + n --> Sc48
 
@@ -23010,9 +26379,13 @@ void rate_n_Sc47_to_Sc48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  14.3286 + -0.0127821 * tfactors.T9i + 0.297987 * tfactors.T913i + 0.438296 * tfactors.T913
                          + 0.0468739 * tfactors.T9 + -0.0255895 * tfactors.T953 + -0.227277 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.0127821 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 0.297987 * tfactors.T943i + (1.0/3.0) * 0.438296 * tfactors.T923i
                                   + 0.0468739 + (5.0/3.0) * -0.0255895 * tfactors.T923 + -0.227277 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -23026,8 +26399,8 @@ void rate_n_Sc47_to_Sc48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Sc47_to_Ti48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Sc47_to_Ti48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc47 + p --> Ti48
 
@@ -23042,9 +26415,13 @@ void rate_p_Sc47_to_Ti48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  50.4169 + -5.06842 * tfactors.T9i + 155.189 * tfactors.T913i + -211.783 * tfactors.T913
                          + 9.70286 * tfactors.T9 + -0.48757 * tfactors.T953 + 117.307 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.06842 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 155.189 * tfactors.T943i + (1.0/3.0) * -211.783 * tfactors.T923i
                                   + 9.70286 + (5.0/3.0) * -0.48757 * tfactors.T923 + 117.307 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -23058,8 +26435,8 @@ void rate_p_Sc47_to_Ti48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Sc47_to_V51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Sc47_to_V51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc47 + He4 --> V51
 
@@ -23074,9 +26451,13 @@ void rate_He4_Sc47_to_V51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -1038.06 + 15.2937 * tfactors.T9i + -1682.84 * tfactors.T913i + 2838.54 * tfactors.T913
                          + -171.874 * tfactors.T9 + 9.93236 * tfactors.T953 + -1317.42 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -15.2937 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -1682.84 * tfactors.T943i + (1.0/3.0) * 2838.54 * tfactors.T923i
                                   + -171.874 + (5.0/3.0) * 9.93236 * tfactors.T923 + -1317.42 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -23090,8 +26471,8 @@ void rate_He4_Sc47_to_V51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Sc48_to_Sc49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Sc48_to_Sc49_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc48 + n --> Sc49
 
@@ -23106,9 +26487,13 @@ void rate_n_Sc48_to_Sc49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  17.731 + -0.026995 * tfactors.T9i + 2.32858 * tfactors.T913i + -6.44325 * tfactors.T913
                          + 0.608389 * tfactors.T9 + -0.0534156 * tfactors.T953 + 2.13196 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.026995 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 2.32858 * tfactors.T943i + (1.0/3.0) * -6.44325 * tfactors.T923i
                                   + 0.608389 + (5.0/3.0) * -0.0534156 * tfactors.T923 + 2.13196 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -23122,8 +26507,8 @@ void rate_n_Sc48_to_Sc49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Sc48_to_Ti49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Sc48_to_Ti49_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc48 + p --> Ti49
 
@@ -23138,9 +26523,13 @@ void rate_p_Sc48_to_Ti49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  101.172 + -5.49324 * tfactors.T9i + 198.826 * tfactors.T913i + -313.844 * tfactors.T913
                          + 17.0251 * tfactors.T9 + -0.945704 * tfactors.T953 + 159.404 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.49324 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 198.826 * tfactors.T943i + (1.0/3.0) * -313.844 * tfactors.T923i
                                   + 17.0251 + (5.0/3.0) * -0.945704 * tfactors.T923 + 159.404 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -23154,8 +26543,8 @@ void rate_p_Sc48_to_Ti49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Sc48_to_V52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Sc48_to_V52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc48 + He4 --> V52
 
@@ -23170,9 +26559,13 @@ void rate_He4_Sc48_to_V52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -957.316 + 15.0869 * tfactors.T9i + -1642.74 * tfactors.T913i + 2707.58 * tfactors.T913
                          + -162.101 * tfactors.T9 + 9.30824 * tfactors.T953 + -1268.27 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -15.0869 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -1642.74 * tfactors.T943i + (1.0/3.0) * 2707.58 * tfactors.T923i
                                   + -162.101 + (5.0/3.0) * 9.30824 * tfactors.T923 + -1268.27 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -23186,8 +26579,8 @@ void rate_He4_Sc48_to_V52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Sc49_to_Ti50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Sc49_to_Ti50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc49 + p --> Ti50
 
@@ -23202,9 +26595,13 @@ void rate_p_Sc49_to_Ti50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  106.943 + -5.43496 * tfactors.T9i + 195.561 * tfactors.T913i + -317.373 * tfactors.T913
                          + 17.5352 * tfactors.T9 + -0.999861 * tfactors.T953 + 159.384 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.43496 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 195.561 * tfactors.T943i + (1.0/3.0) * -317.373 * tfactors.T923i
                                   + 17.5352 + (5.0/3.0) * -0.999861 * tfactors.T923 + 159.384 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -23218,8 +26615,8 @@ void rate_p_Sc49_to_Ti50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ti44_to_Ti45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ti44_to_Ti45_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti44 + n --> Ti45
 
@@ -23234,9 +26631,13 @@ void rate_n_Ti44_to_Ti45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  15.2506 + 1.01203 * tfactors.T913
                          + -0.201174 * tfactors.T9 + 0.00360954 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 1.01203 * tfactors.T923i
                                   + -0.201174 + (5.0/3.0) * 0.00360954 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -23250,8 +26651,8 @@ void rate_n_Ti44_to_Ti45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ti44_to_Cr48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ti44_to_Cr48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti44 + He4 --> Cr48
 
@@ -23266,9 +26667,13 @@ void rate_He4_Ti44_to_Cr48_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  64.7958 + -81.667 * tfactors.T913i + -10.6333 * tfactors.T913
                          + -0.672613 * tfactors.T9 + 0.161209 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -81.667 * tfactors.T943i + (1.0/3.0) * -10.6333 * tfactors.T923i
                                   + -0.672613 + (5.0/3.0) * 0.161209 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -23282,8 +26687,8 @@ void rate_He4_Ti44_to_Cr48_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ti45_to_Ti46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ti45_to_Ti46_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti45 + n --> Ti46
 
@@ -23298,9 +26703,13 @@ void rate_n_Ti45_to_Ti46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  17.133 + -1.55633 * tfactors.T913
                          + 0.300783 * tfactors.T9 + -0.0373696 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.55633 * tfactors.T923i
                                   + 0.300783 + (5.0/3.0) * -0.0373696 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -23314,8 +26723,8 @@ void rate_n_Ti45_to_Ti46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ti45_to_V46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ti45_to_V46_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti45 + p --> V46
 
@@ -23330,9 +26739,13 @@ void rate_p_Ti45_to_V46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  37.4468 + -33.1981 * tfactors.T913i + -1.66837 * tfactors.T913
                          + -2.50285 * tfactors.T9 + 0.349152 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -33.1981 * tfactors.T943i + (1.0/3.0) * -1.66837 * tfactors.T923i
                                   + -2.50285 + (5.0/3.0) * 0.349152 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -23346,8 +26759,8 @@ void rate_p_Ti45_to_V46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ti45_to_Cr49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ti45_to_Cr49_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti45 + He4 --> Cr49
 
@@ -23362,9 +26775,13 @@ void rate_He4_Ti45_to_Cr49_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  64.023 + -81.7175 * tfactors.T913i + -10.1755 * tfactors.T913
                          + 0.364167 * tfactors.T9 + -0.000317666 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -81.7175 * tfactors.T943i + (1.0/3.0) * -10.1755 * tfactors.T923i
                                   + 0.364167 + (5.0/3.0) * -0.000317666 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -23378,8 +26795,8 @@ void rate_He4_Ti45_to_Cr49_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ti46_to_Ti47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ti46_to_Ti47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti46 + n --> Ti47
 
@@ -23394,9 +26811,13 @@ void rate_n_Ti46_to_Ti47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  12.2761 + 0.0882347 * tfactors.T9i + -7.30817 * tfactors.T913i + 10.713 * tfactors.T913
                          + -0.537251 * tfactors.T9 + 0.0187304 * tfactors.T953 + -5.38893 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.0882347 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -7.30817 * tfactors.T943i + (1.0/3.0) * 10.713 * tfactors.T923i
                                   + -0.537251 + (5.0/3.0) * 0.0187304 * tfactors.T923 + -5.38893 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -23410,8 +26831,8 @@ void rate_n_Ti46_to_Ti47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ti46_to_V47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ti46_to_V47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti46 + p --> V47
 
@@ -23426,9 +26847,13 @@ void rate_p_Ti46_to_V47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  35.7683 + -33.2034 * tfactors.T913i + 0.505619 * tfactors.T913
                          + -1.73654 * tfactors.T9 + 0.207342 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -33.2034 * tfactors.T943i + (1.0/3.0) * 0.505619 * tfactors.T923i
                                   + -1.73654 + (5.0/3.0) * 0.207342 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -23442,8 +26867,8 @@ void rate_p_Ti46_to_V47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ti46_to_Cr50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ti46_to_Cr50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti46 + He4 --> Cr50
 
@@ -23458,9 +26883,13 @@ void rate_He4_Ti46_to_Cr50_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  57.0372 + -81.7658 * tfactors.T913i + 3.48637 * tfactors.T913
                          + -3.9188 * tfactors.T9 + 0.440356 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -81.7658 * tfactors.T943i + (1.0/3.0) * 3.48637 * tfactors.T923i
                                   + -3.9188 + (5.0/3.0) * 0.440356 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -23474,8 +26903,8 @@ void rate_He4_Ti46_to_Cr50_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ti47_to_Ti48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ti47_to_Ti48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti47 + n --> Ti48
 
@@ -23490,9 +26919,13 @@ void rate_n_Ti47_to_Ti48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  14.8734 + 0.0181751 * tfactors.T9i + -2.34945 * tfactors.T913i + 3.2238 * tfactors.T913
                          + -0.0455487 * tfactors.T9 + -0.0153771 * tfactors.T953 + -2.10785 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.0181751 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -2.34945 * tfactors.T943i + (1.0/3.0) * 3.2238 * tfactors.T923i
                                   + -0.0455487 + (5.0/3.0) * -0.0153771 * tfactors.T923 + -2.10785 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -23506,8 +26939,8 @@ void rate_n_Ti47_to_Ti48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ti47_to_V48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ti47_to_V48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti47 + p --> V48
 
@@ -23522,9 +26955,13 @@ void rate_p_Ti47_to_V48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  35.1951 + -33.2084 * tfactors.T913i + 1.06738 * tfactors.T913
                          + -1.55342 * tfactors.T9 + 0.159225 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -33.2084 * tfactors.T943i + (1.0/3.0) * 1.06738 * tfactors.T923i
                                   + -1.55342 + (5.0/3.0) * 0.159225 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -23538,8 +26975,8 @@ void rate_p_Ti47_to_V48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ti47_to_Cr51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ti47_to_Cr51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti47 + He4 --> Cr51
 
@@ -23554,9 +26991,13 @@ void rate_He4_Ti47_to_Cr51_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  63.333 + -81.8123 * tfactors.T913i + -8.91821 * tfactors.T913
                          + -0.0329369 * tfactors.T9 + 0.039179 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -81.8123 * tfactors.T943i + (1.0/3.0) * -8.91821 * tfactors.T923i
                                   + -0.0329369 + (5.0/3.0) * 0.039179 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -23570,8 +27011,8 @@ void rate_He4_Ti47_to_Cr51_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ti48_to_Ti49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ti48_to_Ti49_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti48 + n --> Ti49
 
@@ -23586,9 +27027,13 @@ void rate_n_Ti48_to_Ti49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -16.7879 + 0.320502 * tfactors.T9i + -32.4895 * tfactors.T913i + 67.9234 * tfactors.T913
                          + -4.27126 * tfactors.T9 + 0.230364 * tfactors.T953 + -29.4521 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.320502 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -32.4895 * tfactors.T943i + (1.0/3.0) * 67.9234 * tfactors.T923i
                                   + -4.27126 + (5.0/3.0) * 0.230364 * tfactors.T923 + -29.4521 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -23602,8 +27047,8 @@ void rate_n_Ti48_to_Ti49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ti48_to_V49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ti48_to_V49_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti48 + p --> V49
 
@@ -23618,9 +27063,13 @@ void rate_p_Ti48_to_V49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  35.2907 + -33.2133 * tfactors.T913i + 0.564373 * tfactors.T913
                          + -1.18789 * tfactors.T9 + 0.110892 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -33.2133 * tfactors.T943i + (1.0/3.0) * 0.564373 * tfactors.T923i
                                   + -1.18789 + (5.0/3.0) * 0.110892 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -23634,8 +27083,8 @@ void rate_p_Ti48_to_V49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ti48_to_Cr52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ti48_to_Cr52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti48 + He4 --> Cr52
 
@@ -23650,9 +27099,13 @@ void rate_He4_Ti48_to_Cr52_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  56.6787 + -81.8569 * tfactors.T913i + 4.92305 * tfactors.T913
                          + -5.04112 * tfactors.T9 + 0.6175 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -81.8569 * tfactors.T943i + (1.0/3.0) * 4.92305 * tfactors.T923i
                                   + -5.04112 + (5.0/3.0) * 0.6175 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -23666,8 +27119,8 @@ void rate_He4_Ti48_to_Cr52_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ti49_to_Ti50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ti49_to_Ti50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti49 + n --> Ti50
 
@@ -23682,9 +27135,13 @@ void rate_n_Ti49_to_Ti50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  13.6326 + 0.0289531 * tfactors.T9i + -2.8384 * tfactors.T913i + 4.10103 * tfactors.T913
                          + -0.0325714 * tfactors.T9 + -0.0305035 * tfactors.T953 + -2.3012 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.0289531 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -2.8384 * tfactors.T943i + (1.0/3.0) * 4.10103 * tfactors.T923i
                                   + -0.0325714 + (5.0/3.0) * -0.0305035 * tfactors.T923 + -2.3012 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -23698,8 +27155,8 @@ void rate_n_Ti49_to_Ti50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ti49_to_V50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ti49_to_V50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti49 + p --> V50
 
@@ -23714,9 +27171,13 @@ void rate_p_Ti49_to_V50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  34.0041 + -33.2179 * tfactors.T913i + 3.05321 * tfactors.T913
                          + -2.48884 * tfactors.T9 + 0.254524 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -33.2179 * tfactors.T943i + (1.0/3.0) * 3.05321 * tfactors.T923i
                                   + -2.48884 + (5.0/3.0) * 0.254524 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -23730,8 +27191,8 @@ void rate_p_Ti49_to_V50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ti49_to_Cr53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ti49_to_Cr53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti49 + He4 --> Cr53
 
@@ -23746,9 +27207,13 @@ void rate_He4_Ti49_to_Cr53_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  65.4688 + -81.8999 * tfactors.T913i + -15.3695 * tfactors.T913
                          + 2.51758 * tfactors.T9 + -0.283455 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -81.8999 * tfactors.T943i + (1.0/3.0) * -15.3695 * tfactors.T923i
                                   + 2.51758 + (5.0/3.0) * -0.283455 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -23762,8 +27227,8 @@ void rate_He4_Ti49_to_Cr53_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ti50_to_Ti51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ti50_to_Ti51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti50 + n --> Ti51
 
@@ -23778,9 +27243,13 @@ void rate_n_Ti50_to_Ti51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  40.4047 + -0.00979462 * tfactors.T9i + 7.07296 * tfactors.T913i + -37.8514 * tfactors.T913
                          + 4.03187 * tfactors.T9 + -0.339274 * tfactors.T953 + 11.4094 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.00979462 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 7.07296 * tfactors.T943i + (1.0/3.0) * -37.8514 * tfactors.T923i
                                   + 4.03187 + (5.0/3.0) * -0.339274 * tfactors.T923 + 11.4094 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -23794,8 +27263,8 @@ void rate_n_Ti50_to_Ti51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ti50_to_V51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ti50_to_V51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti50 + p --> V51
 
@@ -23810,9 +27279,13 @@ void rate_p_Ti50_to_V51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  35.1261 + -33.2224 * tfactors.T913i + 0.579407 * tfactors.T913
                          + -0.949378 * tfactors.T9 + 0.0567069 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -33.2224 * tfactors.T943i + (1.0/3.0) * 0.579407 * tfactors.T923i
                                   + -0.949378 + (5.0/3.0) * 0.0567069 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -23826,8 +27299,8 @@ void rate_p_Ti50_to_V51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ti50_to_Cr54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ti50_to_Cr54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti50 + He4 --> Cr54
 
@@ -23842,9 +27315,13 @@ void rate_He4_Ti50_to_Cr54_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  63.4244 + -81.9411 * tfactors.T913i + -6.28155 * tfactors.T913
                          + -2.0416 * tfactors.T9 + 0.332085 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -81.9411 * tfactors.T943i + (1.0/3.0) * -6.28155 * tfactors.T923i
                                   + -2.0416 + (5.0/3.0) * 0.332085 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -23858,8 +27335,8 @@ void rate_He4_Ti50_to_Cr54_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ti51_to_V52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ti51_to_V52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti51 + p --> V52
 
@@ -23874,9 +27351,13 @@ void rate_p_Ti51_to_V52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  130.346 + -5.83918 * tfactors.T9i + 220.953 * tfactors.T913i + -370.119 * tfactors.T913
                          + 21.0839 * tfactors.T9 + -1.22336 * tfactors.T953 + 182.332 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.83918 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 220.953 * tfactors.T943i + (1.0/3.0) * -370.119 * tfactors.T923i
                                   + 21.0839 + (5.0/3.0) * -1.22336 * tfactors.T923 + 182.332 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -23890,8 +27371,8 @@ void rate_p_Ti51_to_V52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_V46_to_V47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_V46_to_V47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V46 + n --> V47
 
@@ -23906,9 +27387,13 @@ void rate_n_V46_to_V47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  15.7405 + -0.692996 * tfactors.T913
                          + 0.316873 * tfactors.T9 + -0.0417235 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.692996 * tfactors.T923i
                                   + 0.316873 + (5.0/3.0) * -0.0417235 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -23922,8 +27407,8 @@ void rate_n_V46_to_V47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_V46_to_Mn50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_V46_to_Mn50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V46 + He4 --> Mn50
 
@@ -23938,9 +27423,13 @@ void rate_He4_V46_to_Mn50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  54.311 + -84.2255 * tfactors.T913i + -4.85634 * tfactors.T913
                          + 0.0528515 * tfactors.T9 + -0.0425496 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -84.2255 * tfactors.T943i + (1.0/3.0) * -4.85634 * tfactors.T923i
                                   + 0.0528515 + (5.0/3.0) * -0.0425496 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -23954,8 +27443,8 @@ void rate_He4_V46_to_Mn50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_V47_to_V48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_V47_to_V48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V47 + n --> V48
 
@@ -23970,9 +27459,13 @@ void rate_n_V47_to_V48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  17.5513 + -2.40159 * tfactors.T913
                          + 0.594573 * tfactors.T9 + -0.0682896 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -2.40159 * tfactors.T923i
                                   + 0.594573 + (5.0/3.0) * -0.0682896 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -23986,8 +27479,8 @@ void rate_n_V47_to_V48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_V47_to_Cr48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_V47_to_Cr48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V47 + p --> Cr48
 
@@ -24002,9 +27495,13 @@ void rate_p_V47_to_Cr48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  42.6798 + -6.0593 * tfactors.T9i + -34.0548 * tfactors.T913i + -3.41973 * tfactors.T913
                          + 1.16501 * tfactors.T9 + -0.105543 * tfactors.T953 + -7.70886 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.0593 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -34.0548 * tfactors.T943i + (1.0/3.0) * -3.41973 * tfactors.T923i
                                   + 1.16501 + (5.0/3.0) * -0.105543 * tfactors.T923 + -7.70886 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -24019,9 +27516,13 @@ void rate_p_V47_to_Cr48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  511.463 + -5.29491 * tfactors.T9i + 317.171 * tfactors.T913i + -911.679 * tfactors.T913
                          + 94.4245 * tfactors.T9 + -10.1973 * tfactors.T953 + 330.727 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.29491 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 317.171 * tfactors.T943i + (1.0/3.0) * -911.679 * tfactors.T923i
                                   + 94.4245 + (5.0/3.0) * -10.1973 * tfactors.T923 + 330.727 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -24036,9 +27537,13 @@ void rate_p_V47_to_Cr48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  23.8315 + 0.246665 * tfactors.T9i + -45.9868 * tfactors.T913i + 13.6822 * tfactors.T913
                          + -0.376902 * tfactors.T9 + -0.0194875 * tfactors.T953 + -8.42325 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.246665 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -45.9868 * tfactors.T943i + (1.0/3.0) * 13.6822 * tfactors.T923i
                                   + -0.376902 + (5.0/3.0) * -0.0194875 * tfactors.T923 + -8.42325 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -24053,9 +27558,13 @@ void rate_p_V47_to_Cr48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  40.5626 + -0.514414 * tfactors.T9i + -110.655 * tfactors.T913i + 83.0232 * tfactors.T913
                          + -19.7762 * tfactors.T9 + 3.03961 * tfactors.T953 + -49.4742 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.514414 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -110.655 * tfactors.T943i + (1.0/3.0) * 83.0232 * tfactors.T923i
                                   + -19.7762 + (5.0/3.0) * 3.03961 * tfactors.T923 + -49.4742 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -24069,8 +27578,8 @@ void rate_p_V47_to_Cr48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_V47_to_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_V47_to_Mn51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V47 + He4 --> Mn51
 
@@ -24085,9 +27594,13 @@ void rate_He4_V47_to_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  56.8618 + -84.2732 * tfactors.T913i + -2.98061 * tfactors.T913
                          + -0.531361 * tfactors.T9 + 0.023612 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -84.2732 * tfactors.T943i + (1.0/3.0) * -2.98061 * tfactors.T923i
                                   + -0.531361 + (5.0/3.0) * 0.023612 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -24101,8 +27614,8 @@ void rate_He4_V47_to_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_V48_to_V49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_V48_to_V49_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V48 + n --> V49
 
@@ -24117,9 +27630,13 @@ void rate_n_V48_to_V49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  17.8835 + -0.917026 * tfactors.T913
                          + -0.109162 * tfactors.T9 + 0.0127488 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.917026 * tfactors.T923i
                                   + -0.109162 + (5.0/3.0) * 0.0127488 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -24133,8 +27650,8 @@ void rate_n_V48_to_V49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_V48_to_Cr49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_V48_to_Cr49_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V48 + p --> Cr49
 
@@ -24149,9 +27666,13 @@ void rate_p_V48_to_Cr49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  34.5168 + -34.2123 * tfactors.T913i + 2.51264 * tfactors.T913
                          + -2.09211 * tfactors.T9 + 0.219444 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -34.2123 * tfactors.T943i + (1.0/3.0) * 2.51264 * tfactors.T923i
                                   + -2.09211 + (5.0/3.0) * 0.219444 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -24165,8 +27686,8 @@ void rate_p_V48_to_Cr49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_V48_to_Mn52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_V48_to_Mn52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V48 + He4 --> Mn52
 
@@ -24181,9 +27702,13 @@ void rate_He4_V48_to_Mn52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  62.5923 + -84.3192 * tfactors.T913i + -8.32959 * tfactors.T913
                          + 0.33994 * tfactors.T9 + -0.0359909 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -84.3192 * tfactors.T943i + (1.0/3.0) * -8.32959 * tfactors.T923i
                                   + 0.33994 + (5.0/3.0) * -0.0359909 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -24197,8 +27722,8 @@ void rate_He4_V48_to_Mn52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_V49_to_V50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_V49_to_V50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V49 + n --> V50
 
@@ -24213,9 +27738,13 @@ void rate_n_V49_to_V50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  17.5445 + -1.8725 * tfactors.T913
                          + 0.291609 * tfactors.T9 + -0.0370216 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.8725 * tfactors.T923i
                                   + 0.291609 + (5.0/3.0) * -0.0370216 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -24229,8 +27758,8 @@ void rate_n_V49_to_V50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_V49_to_Cr50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_V49_to_Cr50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V49 + p --> Cr50
 
@@ -24245,9 +27774,13 @@ void rate_p_V49_to_Cr50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  35.2335 + -34.217 * tfactors.T913i + 1.28258 * tfactors.T913
                          + -1.5098 * tfactors.T9 + 0.142011 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -34.217 * tfactors.T943i + (1.0/3.0) * 1.28258 * tfactors.T923i
                                   + -1.5098 + (5.0/3.0) * 0.142011 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -24261,8 +27794,8 @@ void rate_p_V49_to_Cr50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_V49_to_Mn53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_V49_to_Mn53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V49 + He4 --> Mn53
 
@@ -24277,9 +27810,13 @@ void rate_He4_V49_to_Mn53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  62.4555 + -84.3633 * tfactors.T913i + -5.28933 * tfactors.T913
                          + -1.3103 * tfactors.T9 + 0.187088 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -84.3633 * tfactors.T943i + (1.0/3.0) * -5.28933 * tfactors.T923i
                                   + -1.3103 + (5.0/3.0) * 0.187088 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -24293,8 +27830,8 @@ void rate_He4_V49_to_Mn53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_V50_to_V51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_V50_to_V51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V50 + n --> V51
 
@@ -24309,9 +27846,13 @@ void rate_n_V50_to_V51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  26.4771 + -0.118554 * tfactors.T9i + 10.9535 * tfactors.T913i + -23.1254 * tfactors.T913
                          + 1.53091 * tfactors.T9 + -0.0992995 * tfactors.T953 + 9.62203 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.118554 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 10.9535 * tfactors.T943i + (1.0/3.0) * -23.1254 * tfactors.T923i
                                   + 1.53091 + (5.0/3.0) * -0.0992995 * tfactors.T923 + 9.62203 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -24325,8 +27866,8 @@ void rate_n_V50_to_V51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_V50_to_Cr51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_V50_to_Cr51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V50 + p --> Cr51
 
@@ -24341,9 +27882,13 @@ void rate_p_V50_to_Cr51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  34.5894 + -34.2216 * tfactors.T913i + 2.39774 * tfactors.T913
                          + -2.15306 * tfactors.T9 + 0.232283 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -34.2216 * tfactors.T943i + (1.0/3.0) * 2.39774 * tfactors.T923i
                                   + -2.15306 + (5.0/3.0) * 0.232283 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -24357,8 +27902,8 @@ void rate_p_V50_to_Cr51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_V50_to_Mn54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_V50_to_Mn54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V50 + He4 --> Mn54
 
@@ -24373,9 +27918,13 @@ void rate_He4_V50_to_Mn54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  63.3156 + -84.4058 * tfactors.T913i + -6.25173 * tfactors.T913
                          + -1.31339 * tfactors.T9 + 0.208695 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -84.4058 * tfactors.T943i + (1.0/3.0) * -6.25173 * tfactors.T923i
                                   + -1.31339 + (5.0/3.0) * 0.208695 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -24389,8 +27938,8 @@ void rate_He4_V50_to_Mn54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_V51_to_V52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_V51_to_V52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V51 + n --> V52
 
@@ -24405,9 +27954,13 @@ void rate_n_V51_to_V52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  3.43672 + 0.00903385 * tfactors.T9i + -4.14102 * tfactors.T913i + 17.4073 * tfactors.T913
                          + -1.59715 * tfactors.T9 + 0.114181 * tfactors.T953 + -5.93987 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.00903385 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -4.14102 * tfactors.T943i + (1.0/3.0) * 17.4073 * tfactors.T923i
                                   + -1.59715 + (5.0/3.0) * 0.114181 * tfactors.T923 + -5.93987 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -24421,8 +27974,8 @@ void rate_n_V51_to_V52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_V51_to_Cr52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_V51_to_Cr52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V51 + p --> Cr52
 
@@ -24437,9 +27990,13 @@ void rate_p_V51_to_Cr52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  34.1505 + -34.2261 * tfactors.T913i + 3.30454 * tfactors.T913
                          + -2.61654 * tfactors.T9 + 0.283602 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -34.2261 * tfactors.T943i + (1.0/3.0) * 3.30454 * tfactors.T923i
                                   + -2.61654 + (5.0/3.0) * 0.283602 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -24453,8 +28010,8 @@ void rate_p_V51_to_Cr52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_V51_to_Mn55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_V51_to_Mn55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V51 + He4 --> Mn55
 
@@ -24469,9 +28026,13 @@ void rate_He4_V51_to_Mn55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  61.6131 + -84.4467 * tfactors.T913i + -1.29542 * tfactors.T913
                          + -3.56909 * tfactors.T9 + 0.513926 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -84.4467 * tfactors.T943i + (1.0/3.0) * -1.29542 * tfactors.T923i
                                   + -3.56909 + (5.0/3.0) * 0.513926 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -24485,8 +28046,8 @@ void rate_He4_V51_to_Mn55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_V52_to_Cr53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_V52_to_Cr53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V52 + p --> Cr53
 
@@ -24501,9 +28062,13 @@ void rate_p_V52_to_Cr53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
     ln_set_rate =  129.295 + -6.02127 * tfactors.T9i + 224.733 * tfactors.T913i + -373.356 * tfactors.T913
                          + 21.346 * tfactors.T9 + -1.24075 * tfactors.T953 + 184.549 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.02127 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 224.733 * tfactors.T943i + (1.0/3.0) * -373.356 * tfactors.T923i
                                   + 21.346 + (5.0/3.0) * -1.24075 * tfactors.T923 + 184.549 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -24517,8 +28082,8 @@ void rate_p_V52_to_Cr53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cr48_to_Cr49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cr48_to_Cr49_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr48 + n --> Cr49
 
@@ -24533,9 +28098,13 @@ void rate_n_Cr48_to_Cr49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  15.8544 + -0.000452357 * tfactors.T913
                          + 0.0412838 * tfactors.T9 + -0.0160865 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.000452357 * tfactors.T923i
                                   + 0.0412838 + (5.0/3.0) * -0.0160865 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -24549,8 +28118,8 @@ void rate_n_Cr48_to_Cr49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cr48_to_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cr48_to_Fe52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr48 + He4 --> Fe52
 
@@ -24565,9 +28134,13 @@ void rate_He4_Cr48_to_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  65.1754 + -86.7459 * tfactors.T913i + -9.79373 * tfactors.T913
                          + -0.772169 * tfactors.T9 + 0.155883 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -86.7459 * tfactors.T943i + (1.0/3.0) * -9.79373 * tfactors.T923i
                                   + -0.772169 + (5.0/3.0) * 0.155883 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -24581,8 +28154,8 @@ void rate_He4_Cr48_to_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cr49_to_Cr50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cr49_to_Cr50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr49 + n --> Cr50
 
@@ -24597,9 +28170,13 @@ void rate_n_Cr49_to_Cr50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  17.8355 + -1.98927 * tfactors.T913
                          + 0.465124 * tfactors.T9 + -0.0582249 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.98927 * tfactors.T923i
                                   + 0.465124 + (5.0/3.0) * -0.0582249 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -24613,8 +28190,8 @@ void rate_n_Cr49_to_Cr50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cr49_to_Mn50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cr49_to_Mn50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr49 + p --> Mn50
 
@@ -24629,9 +28206,13 @@ void rate_p_Cr49_to_Mn50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.3884 + -35.2018 * tfactors.T913i + 0.168579 * tfactors.T913
                          + -2.87983 * tfactors.T9 + 0.378768 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -35.2018 * tfactors.T943i + (1.0/3.0) * 0.168579 * tfactors.T923i
                                   + -2.87983 + (5.0/3.0) * 0.378768 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -24645,8 +28226,8 @@ void rate_p_Cr49_to_Mn50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cr49_to_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cr49_to_Fe53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr49 + He4 --> Fe53
 
@@ -24661,9 +28242,13 @@ void rate_He4_Cr49_to_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  65.1467 + -86.7913 * tfactors.T913i + -6.51572 * tfactors.T913
                          + -1.21249 * tfactors.T9 + 0.185473 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -86.7913 * tfactors.T943i + (1.0/3.0) * -6.51572 * tfactors.T923i
                                   + -1.21249 + (5.0/3.0) * 0.185473 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -24677,8 +28262,8 @@ void rate_He4_Cr49_to_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cr50_to_Cr51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cr50_to_Cr51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr50 + n --> Cr51
 
@@ -24693,9 +28278,13 @@ void rate_n_Cr50_to_Cr51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  15.1066 + -0.0225613 * tfactors.T9i + 0.815037 * tfactors.T913i + -0.708732 * tfactors.T913
                          + 0.386295 * tfactors.T9 + -0.0615661 * tfactors.T953 + 0.0454627 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.0225613 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 0.815037 * tfactors.T943i + (1.0/3.0) * -0.708732 * tfactors.T923i
                                   + 0.386295 + (5.0/3.0) * -0.0615661 * tfactors.T923 + 0.0454627 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -24709,8 +28298,8 @@ void rate_n_Cr50_to_Cr51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cr50_to_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cr50_to_Mn51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr50 + p --> Mn51
 
@@ -24725,9 +28314,13 @@ void rate_p_Cr50_to_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  35.8532 + -35.2065 * tfactors.T913i + 0.884621 * tfactors.T913
                          + -1.76421 * tfactors.T9 + 0.202494 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -35.2065 * tfactors.T943i + (1.0/3.0) * 0.884621 * tfactors.T923i
                                   + -1.76421 + (5.0/3.0) * 0.202494 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -24741,8 +28334,8 @@ void rate_p_Cr50_to_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cr50_to_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cr50_to_Fe54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr50 + He4 --> Fe54
 
@@ -24757,9 +28350,13 @@ void rate_He4_Cr50_to_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  59.7193 + -86.8349 * tfactors.T913i + 2.37343 * tfactors.T913
                          + -3.65677 * tfactors.T9 + 0.412128 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -86.8349 * tfactors.T943i + (1.0/3.0) * 2.37343 * tfactors.T923i
                                   + -3.65677 + (5.0/3.0) * 0.412128 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -24773,8 +28370,8 @@ void rate_He4_Cr50_to_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cr51_to_Cr52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cr51_to_Cr52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr51 + n --> Cr52
 
@@ -24789,9 +28386,13 @@ void rate_n_Cr51_to_Cr52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  20.1253 + -0.0860167 * tfactors.T9i + 6.95563 * tfactors.T913i + -11.4485 * tfactors.T913
                          + 0.736956 * tfactors.T9 + -0.0695323 * tfactors.T953 + 5.31244 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.0860167 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 6.95563 * tfactors.T943i + (1.0/3.0) * -11.4485 * tfactors.T923i
                                   + 0.736956 + (5.0/3.0) * -0.0695323 * tfactors.T923 + 5.31244 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -24805,8 +28406,8 @@ void rate_n_Cr51_to_Cr52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cr51_to_Mn52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cr51_to_Mn52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr51 + p --> Mn52
 
@@ -24821,9 +28422,13 @@ void rate_p_Cr51_to_Mn52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  35.265 + -35.2111 * tfactors.T913i + 1.49375 * tfactors.T913
                          + -1.48209 * tfactors.T9 + 0.131902 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -35.2111 * tfactors.T943i + (1.0/3.0) * 1.49375 * tfactors.T923i
                                   + -1.48209 + (5.0/3.0) * 0.131902 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -24837,8 +28442,8 @@ void rate_p_Cr51_to_Mn52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cr51_to_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cr51_to_Fe55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr51 + He4 --> Fe55
 
@@ -24853,9 +28458,13 @@ void rate_He4_Cr51_to_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  61.6085 + -86.8771 * tfactors.T913i + -0.0873902 * tfactors.T913
                          + -3.40716 * tfactors.T9 + 0.441679 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -86.8771 * tfactors.T943i + (1.0/3.0) * -0.0873902 * tfactors.T923i
                                   + -3.40716 + (5.0/3.0) * 0.441679 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -24869,8 +28478,8 @@ void rate_He4_Cr51_to_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cr52_to_Cr53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cr52_to_Cr53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr52 + n --> Cr53
 
@@ -24885,9 +28494,13 @@ void rate_n_Cr52_to_Cr53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  27.3183 + -0.0314027 * tfactors.T9i + 5.71728 * tfactors.T913i + -20.4149 * tfactors.T913
                          + 1.95304 * tfactors.T9 + -0.175538 * tfactors.T953 + 7.18293 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.0314027 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 5.71728 * tfactors.T943i + (1.0/3.0) * -20.4149 * tfactors.T923i
                                   + 1.95304 + (5.0/3.0) * -0.175538 * tfactors.T923 + 7.18293 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -24901,8 +28514,8 @@ void rate_n_Cr52_to_Cr53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cr52_to_Mn53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cr52_to_Mn53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr52 + p --> Mn53
 
@@ -24917,9 +28530,13 @@ void rate_p_Cr52_to_Mn53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  35.6954 + -35.2154 * tfactors.T913i + 0.73019 * tfactors.T913
                          + -1.26018 * tfactors.T9 + 0.121141 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -35.2154 * tfactors.T943i + (1.0/3.0) * 0.73019 * tfactors.T923i
                                   + -1.26018 + (5.0/3.0) * 0.121141 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -24933,8 +28550,8 @@ void rate_p_Cr52_to_Mn53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cr52_to_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cr52_to_Fe56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr52 + He4 --> Fe56
 
@@ -24949,9 +28566,13 @@ void rate_He4_Cr52_to_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  58.0146 + -86.9175 * tfactors.T913i + 5.655 * tfactors.T913
                          + -4.53625 * tfactors.T9 + 0.479806 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -86.9175 * tfactors.T943i + (1.0/3.0) * 5.655 * tfactors.T923i
                                   + -4.53625 + (5.0/3.0) * 0.479806 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -24965,8 +28586,8 @@ void rate_He4_Cr52_to_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cr53_to_Cr54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cr53_to_Cr54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr53 + n --> Cr54
 
@@ -24981,9 +28602,13 @@ void rate_n_Cr53_to_Cr54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  10.8793 + -0.00984544 * tfactors.T9i + -1.26805 * tfactors.T913i + 6.34126 * tfactors.T913
                          + -0.39287 * tfactors.T9 + 0.000487041 * tfactors.T953 + -2.46456 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.00984544 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -1.26805 * tfactors.T943i + (1.0/3.0) * 6.34126 * tfactors.T923i
                                   + -0.39287 + (5.0/3.0) * 0.000487041 * tfactors.T923 + -2.46456 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -24997,8 +28622,8 @@ void rate_n_Cr53_to_Cr54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cr53_to_Mn54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cr53_to_Mn54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr53 + p --> Mn54
 
@@ -25013,9 +28638,13 @@ void rate_p_Cr53_to_Mn54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  34.2032 + -35.2197 * tfactors.T913i + 3.74805 * tfactors.T913
                          + -2.77987 * tfactors.T9 + 0.296885 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -35.2197 * tfactors.T943i + (1.0/3.0) * 3.74805 * tfactors.T923i
                                   + -2.77987 + (5.0/3.0) * 0.296885 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -25029,8 +28658,8 @@ void rate_p_Cr53_to_Mn54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cr53_to_Fe57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cr53_to_Fe57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr53 + He4 --> Fe57
 
@@ -25045,9 +28674,13 @@ void rate_He4_Cr53_to_Fe57_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  65.95 + -86.9567 * tfactors.T913i + -12.0579 * tfactors.T913
                          + 1.33466 * tfactors.T9 + -0.14709 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -86.9567 * tfactors.T943i + (1.0/3.0) * -12.0579 * tfactors.T923i
                                   + 1.33466 + (5.0/3.0) * -0.14709 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -25061,8 +28694,8 @@ void rate_He4_Cr53_to_Fe57_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cr54_to_Mn55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cr54_to_Mn55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr54 + p --> Mn55
 
@@ -25077,9 +28710,13 @@ void rate_p_Cr54_to_Mn55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  34.9354 + -35.2237 * tfactors.T913i + 2.60768 * tfactors.T913
                          + -1.7864 * tfactors.T9 + 0.134189 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -35.2237 * tfactors.T943i + (1.0/3.0) * 2.60768 * tfactors.T923i
                                   + -1.7864 + (5.0/3.0) * 0.134189 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -25093,8 +28730,8 @@ void rate_p_Cr54_to_Mn55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cr54_to_Fe58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cr54_to_Fe58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr54 + He4 --> Fe58
 
@@ -25109,9 +28746,13 @@ void rate_He4_Cr54_to_Fe58_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  63.2926 + -86.9945 * tfactors.T913i + -1.05674 * tfactors.T913
                          + -4.13443 * tfactors.T9 + 0.599141 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -86.9945 * tfactors.T943i + (1.0/3.0) * -1.05674 * tfactors.T923i
                                   + -4.13443 + (5.0/3.0) * 0.599141 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -25125,8 +28766,8 @@ void rate_He4_Cr54_to_Fe58_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Mn50_to_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Mn50_to_Mn51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn50 + n --> Mn51
 
@@ -25141,9 +28782,13 @@ void rate_n_Mn50_to_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  15.4434 + -0.538879 * tfactors.T913
                          + 0.284528 * tfactors.T9 + -0.0459849 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.538879 * tfactors.T923i
                                   + 0.284528 + (5.0/3.0) * -0.0459849 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -25157,8 +28802,8 @@ void rate_n_Mn50_to_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mn50_to_Co54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mn50_to_Co54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn50 + He4 --> Co54
 
@@ -25173,9 +28818,13 @@ void rate_He4_Mn50_to_Co54_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  54.3174 + -89.2309 * tfactors.T913i + -1.30702 * tfactors.T913
                          + -1.30543 * tfactors.T9 + 0.141679 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -89.2309 * tfactors.T943i + (1.0/3.0) * -1.30702 * tfactors.T923i
                                   + -1.30543 + (5.0/3.0) * 0.141679 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -25189,8 +28838,8 @@ void rate_He4_Mn50_to_Co54_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Mn51_to_Mn52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Mn51_to_Mn52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn51 + n --> Mn52
 
@@ -25205,9 +28854,13 @@ void rate_n_Mn51_to_Mn52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  17.2055 + -1.83611 * tfactors.T913
                          + 0.460384 * tfactors.T9 + -0.0584947 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.83611 * tfactors.T923i
                                   + 0.460384 + (5.0/3.0) * -0.0584947 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -25221,8 +28874,8 @@ void rate_n_Mn51_to_Mn52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Mn51_to_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Mn51_to_Fe52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn51 + p --> Fe52
 
@@ -25237,9 +28890,13 @@ void rate_p_Mn51_to_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.2596 + -36.1825 * tfactors.T913i + 0.873042 * tfactors.T913
                          + -2.89731 * tfactors.T9 + 0.364394 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -36.1825 * tfactors.T943i + (1.0/3.0) * 0.873042 * tfactors.T923i
                                   + -2.89731 + (5.0/3.0) * 0.364394 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -25253,8 +28910,8 @@ void rate_p_Mn51_to_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mn51_to_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mn51_to_Co55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn51 + He4 --> Co55
 
@@ -25269,9 +28926,13 @@ void rate_He4_Mn51_to_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  65.9219 + -89.274 * tfactors.T913i + -10.4373 * tfactors.T913
                          + 1.00492 * tfactors.T9 + -0.125548 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -89.274 * tfactors.T943i + (1.0/3.0) * -10.4373 * tfactors.T923i
                                   + 1.00492 + (5.0/3.0) * -0.125548 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -25285,8 +28946,8 @@ void rate_He4_Mn51_to_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Mn52_to_Mn53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Mn52_to_Mn53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn52 + n --> Mn53
 
@@ -25301,9 +28962,13 @@ void rate_n_Mn52_to_Mn53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  17.0941 + -0.91084 * tfactors.T913
                          + 0.162511 * tfactors.T9 + -0.0279619 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.91084 * tfactors.T923i
                                   + 0.162511 + (5.0/3.0) * -0.0279619 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -25317,8 +28982,8 @@ void rate_n_Mn52_to_Mn53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Mn52_to_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Mn52_to_Fe53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn52 + p --> Fe53
 
@@ -25333,9 +28998,13 @@ void rate_p_Mn52_to_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  35.4319 + -36.187 * tfactors.T913i + 1.79171 * tfactors.T913
                          + -1.77786 * tfactors.T9 + 0.179936 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -36.187 * tfactors.T943i + (1.0/3.0) * 1.79171 * tfactors.T923i
                                   + -1.77786 + (5.0/3.0) * 0.179936 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -25349,8 +29018,8 @@ void rate_p_Mn52_to_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mn52_to_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mn52_to_Co56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn52 + He4 --> Co56
 
@@ -25365,9 +29034,13 @@ void rate_He4_Mn52_to_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  63.5657 + -89.3157 * tfactors.T913i + -1.95982 * tfactors.T913
                          + -2.45671 * tfactors.T9 + 0.296095 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -89.3157 * tfactors.T943i + (1.0/3.0) * -1.95982 * tfactors.T923i
                                   + -2.45671 + (5.0/3.0) * 0.296095 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -25381,8 +29054,8 @@ void rate_He4_Mn52_to_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Mn53_to_Mn54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Mn53_to_Mn54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn53 + n --> Mn54
 
@@ -25397,9 +29070,13 @@ void rate_n_Mn53_to_Mn54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  17.3501 + -1.70171 * tfactors.T913
                          + 0.386422 * tfactors.T9 + -0.0536858 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.70171 * tfactors.T923i
                                   + 0.386422 + (5.0/3.0) * -0.0536858 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -25413,8 +29090,8 @@ void rate_n_Mn53_to_Mn54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Mn53_to_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Mn53_to_Fe54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn53 + p --> Fe54
 
@@ -25429,9 +29106,13 @@ void rate_p_Mn53_to_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  35.586 + -36.1913 * tfactors.T913i + 1.44056 * tfactors.T913
                          + -1.50734 * tfactors.T9 + 0.142124 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -36.1913 * tfactors.T943i + (1.0/3.0) * 1.44056 * tfactors.T923i
                                   + -1.50734 + (5.0/3.0) * 0.142124 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -25445,8 +29126,8 @@ void rate_p_Mn53_to_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mn53_to_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mn53_to_Co57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn53 + He4 --> Co57
 
@@ -25461,9 +29142,13 @@ void rate_He4_Mn53_to_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  62.0252 + -89.3558 * tfactors.T913i + 0.000882861 * tfactors.T913
                          + -2.79327 * tfactors.T9 + 0.309057 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -89.3558 * tfactors.T943i + (1.0/3.0) * 0.000882861 * tfactors.T923i
                                   + -2.79327 + (5.0/3.0) * 0.309057 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -25477,8 +29162,8 @@ void rate_He4_Mn53_to_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Mn54_to_Mn55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Mn54_to_Mn55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn54 + n --> Mn55
 
@@ -25493,9 +29178,13 @@ void rate_n_Mn54_to_Mn55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  18.4705 + -2.56572 * tfactors.T913
                          + 0.352447 * tfactors.T9 + -0.0375878 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -2.56572 * tfactors.T923i
                                   + 0.352447 + (5.0/3.0) * -0.0375878 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -25509,8 +29198,8 @@ void rate_n_Mn54_to_Mn55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Mn54_to_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Mn54_to_Fe55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn54 + p --> Fe55
 
@@ -25525,9 +29214,13 @@ void rate_p_Mn54_to_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  35.55 + -36.1955 * tfactors.T913i + 1.08481 * tfactors.T913
                          + -1.46703 * tfactors.T9 + 0.13789 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -36.1955 * tfactors.T943i + (1.0/3.0) * 1.08481 * tfactors.T923i
                                   + -1.46703 + (5.0/3.0) * 0.13789 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -25541,8 +29234,8 @@ void rate_p_Mn54_to_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mn54_to_Co58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mn54_to_Co58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn54 + He4 --> Co58
 
@@ -25557,9 +29250,13 @@ void rate_He4_Mn54_to_Co58_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  67.6083 + -89.3946 * tfactors.T913i + -8.26476 * tfactors.T913
                          + -0.766622 * tfactors.T9 + 0.135181 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -89.3946 * tfactors.T943i + (1.0/3.0) * -8.26476 * tfactors.T923i
                                   + -0.766622 + (5.0/3.0) * 0.135181 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -25573,8 +29270,8 @@ void rate_He4_Mn54_to_Co58_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Mn55_to_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Mn55_to_Fe56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn55 + p --> Fe56
 
@@ -25589,9 +29286,13 @@ void rate_p_Mn55_to_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.1888 + -36.1995 * tfactors.T913i + 1.15346 * tfactors.T913
                          + -1.94437 * tfactors.T9 + 0.218429 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -36.1995 * tfactors.T943i + (1.0/3.0) * 1.15346 * tfactors.T923i
                                   + -1.94437 + (5.0/3.0) * 0.218429 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -25605,8 +29306,8 @@ void rate_p_Mn55_to_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mn55_to_Co59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mn55_to_Co59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn55 + He4 --> Co59
 
@@ -25621,9 +29322,13 @@ void rate_He4_Mn55_to_Co59_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  60.0838 + -89.432 * tfactors.T913i + 5.33428 * tfactors.T913
                          + -5.11461 * tfactors.T9 + 0.613808 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -89.432 * tfactors.T943i + (1.0/3.0) * 5.33428 * tfactors.T923i
                                   + -5.11461 + (5.0/3.0) * 0.613808 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -25637,8 +29342,8 @@ void rate_He4_Mn55_to_Co59_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Fe52_to_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Fe52_to_Fe53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe52 + n --> Fe53
 
@@ -25653,9 +29358,13 @@ void rate_n_Fe52_to_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  15.8885 + -0.344319 * tfactors.T913
                          + 0.178277 * tfactors.T9 + -0.0334326 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.344319 * tfactors.T923i
                                   + 0.178277 + (5.0/3.0) * -0.0334326 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -25669,8 +29378,8 @@ void rate_n_Fe52_to_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Fe52_to_Co53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Fe52_to_Co53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe52 + p --> Co53
 
@@ -25685,9 +29394,13 @@ void rate_p_Fe52_to_Co53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  39.2879 + -37.1457 * tfactors.T913i + -5.67417 * tfactors.T913
                          + -0.559644 * tfactors.T9 + 0.102768 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -37.1457 * tfactors.T943i + (1.0/3.0) * -5.67417 * tfactors.T923i
                                   + -0.559644 + (5.0/3.0) * 0.102768 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -25701,8 +29414,8 @@ void rate_p_Fe52_to_Co53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe52_to_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe52_to_Ni56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe52 + He4 --> Ni56
 
@@ -25717,9 +29430,13 @@ void rate_He4_Fe52_to_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  66.6417 + -91.6819 * tfactors.T913i + -9.51885 * tfactors.T913
                          + -0.533014 * tfactors.T9 + 0.0892607 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -91.6819 * tfactors.T943i + (1.0/3.0) * -9.51885 * tfactors.T923i
                                   + -0.533014 + (5.0/3.0) * 0.0892607 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -25733,8 +29450,8 @@ void rate_He4_Fe52_to_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Fe53_to_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Fe53_to_Fe54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe53 + n --> Fe54
 
@@ -25749,9 +29466,13 @@ void rate_n_Fe53_to_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  16.4534 + -1.10421 * tfactors.T913
                          + 0.379905 * tfactors.T9 + -0.0581878 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.10421 * tfactors.T923i
                                   + 0.379905 + (5.0/3.0) * -0.0581878 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -25765,8 +29486,8 @@ void rate_n_Fe53_to_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Fe53_to_Co54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Fe53_to_Co54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe53 + p --> Co54
 
@@ -25781,9 +29502,13 @@ void rate_p_Fe53_to_Co54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.8739 + -37.1501 * tfactors.T913i + 0.211459 * tfactors.T913
                          + -2.79493 * tfactors.T9 + 0.358657 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -37.1501 * tfactors.T943i + (1.0/3.0) * 0.211459 * tfactors.T923i
                                   + -2.79493 + (5.0/3.0) * 0.358657 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -25797,8 +29522,8 @@ void rate_p_Fe53_to_Co54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe53_to_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe53_to_Ni57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe53 + He4 --> Ni57
 
@@ -25813,9 +29538,13 @@ void rate_He4_Fe53_to_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  69.0636 + -91.7231 * tfactors.T913i + -10.1816 * tfactors.T913
                          + -0.0406303 * tfactors.T9 + 0.0345056 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -91.7231 * tfactors.T943i + (1.0/3.0) * -10.1816 * tfactors.T923i
                                   + -0.0406303 + (5.0/3.0) * 0.0345056 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -25829,8 +29558,8 @@ void rate_He4_Fe53_to_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Fe54_to_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Fe54_to_Fe55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe54 + n --> Fe55
 
@@ -25845,9 +29574,13 @@ void rate_n_Fe54_to_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -0.80864 + 0.0591716 * tfactors.T9i + -8.66617 * tfactors.T913i + 26.4472 * tfactors.T913
                          + -1.9222 * tfactors.T9 + 0.0986404 * tfactors.T953 + -9.78317 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.0591716 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -8.66617 * tfactors.T943i + (1.0/3.0) * 26.4472 * tfactors.T923i
                                   + -1.9222 + (5.0/3.0) * 0.0986404 * tfactors.T923 + -9.78317 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -25861,8 +29594,8 @@ void rate_n_Fe54_to_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Fe54_to_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Fe54_to_Co55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe54 + p --> Co55
 
@@ -25877,9 +29610,13 @@ void rate_p_Fe54_to_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.2304 + -37.1544 * tfactors.T913i + 0.950364 * tfactors.T913
                          + -1.77529 * tfactors.T9 + 0.198562 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -37.1544 * tfactors.T943i + (1.0/3.0) * 0.950364 * tfactors.T923i
                                   + -1.77529 + (5.0/3.0) * 0.198562 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -25893,8 +29630,8 @@ void rate_p_Fe54_to_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe54_to_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe54_to_Ni58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe54 + He4 --> Ni58
 
@@ -25909,9 +29646,13 @@ void rate_He4_Fe54_to_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  60.2478 + -91.7628 * tfactors.T913i + 4.23027 * tfactors.T913
                          + -3.31305 * tfactors.T9 + 0.271293 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -91.7628 * tfactors.T943i + (1.0/3.0) * 4.23027 * tfactors.T923i
                                   + -3.31305 + (5.0/3.0) * 0.271293 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -25925,8 +29666,8 @@ void rate_He4_Fe54_to_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Fe55_to_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Fe55_to_Fe56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe55 + n --> Fe56
 
@@ -25941,9 +29682,13 @@ void rate_n_Fe55_to_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  21.7202 + -0.0955677 * tfactors.T9i + 8.06062 * tfactors.T913i + -14.4809 * tfactors.T913
                          + 0.94252 * tfactors.T9 + -0.0776007 * tfactors.T953 + 6.47093 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.0955677 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 8.06062 * tfactors.T943i + (1.0/3.0) * -14.4809 * tfactors.T923i
                                   + 0.94252 + (5.0/3.0) * -0.0776007 * tfactors.T923 + 6.47093 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -25957,8 +29702,8 @@ void rate_n_Fe55_to_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Fe55_to_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Fe55_to_Co56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe55 + p --> Co56
 
@@ -25973,9 +29718,13 @@ void rate_p_Fe55_to_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  35.7333 + -37.1585 * tfactors.T913i + 1.66198 * tfactors.T913
                          + -1.60842 * tfactors.T9 + 0.148916 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -37.1585 * tfactors.T943i + (1.0/3.0) * 1.66198 * tfactors.T923i
                                   + -1.60842 + (5.0/3.0) * 0.148916 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -25989,8 +29738,8 @@ void rate_p_Fe55_to_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe55_to_Ni59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe55_to_Ni59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe55 + He4 --> Ni59
 
@@ -26005,9 +29754,13 @@ void rate_He4_Fe55_to_Ni59_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  60.7732 + -91.8012 * tfactors.T913i + 4.12067 * tfactors.T913
                          + -4.13271 * tfactors.T9 + 0.450006 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -91.8012 * tfactors.T943i + (1.0/3.0) * 4.12067 * tfactors.T923i
                                   + -4.13271 + (5.0/3.0) * 0.450006 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -26021,8 +29774,8 @@ void rate_He4_Fe55_to_Ni59_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Fe56_to_Fe57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Fe56_to_Fe57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe56 + n --> Fe57
 
@@ -26037,9 +29790,13 @@ void rate_n_Fe56_to_Fe57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  35.834 + -0.0600873 * tfactors.T9i + 9.79414 * tfactors.T913i + -33.7366 * tfactors.T913
                          + 2.97173 * tfactors.T9 + -0.236498 * tfactors.T953 + 11.8711 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.0600873 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 9.79414 * tfactors.T943i + (1.0/3.0) * -33.7366 * tfactors.T923i
                                   + 2.97173 + (5.0/3.0) * -0.236498 * tfactors.T923 + 11.8711 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -26053,8 +29810,8 @@ void rate_n_Fe56_to_Fe57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Fe56_to_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Fe56_to_Co57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe56 + p --> Co57
 
@@ -26069,9 +29826,13 @@ void rate_p_Fe56_to_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.0665 + -37.1625 * tfactors.T913i + 1.06776 * tfactors.T913
                          + -1.31689 * tfactors.T9 + 0.122089 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -37.1625 * tfactors.T943i + (1.0/3.0) * 1.06776 * tfactors.T923i
                                   + -1.31689 + (5.0/3.0) * 0.122089 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -26085,8 +29846,8 @@ void rate_p_Fe56_to_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe56_to_Ni60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe56_to_Ni60_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe56 + He4 --> Ni60
 
@@ -26101,9 +29862,13 @@ void rate_He4_Fe56_to_Ni60_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  60.6673 + -91.8383 * tfactors.T913i + 3.63237 * tfactors.T913
                          + -2.73367 * tfactors.T9 + 0.179684 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -91.8383 * tfactors.T943i + (1.0/3.0) * 3.63237 * tfactors.T923i
                                   + -2.73367 + (5.0/3.0) * 0.179684 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -26117,8 +29882,8 @@ void rate_He4_Fe56_to_Ni60_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Fe57_to_Fe58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Fe57_to_Fe58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe57 + n --> Fe58
 
@@ -26133,9 +29898,13 @@ void rate_n_Fe57_to_Fe58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  20.2493 + -0.0214497 * tfactors.T9i + 2.1643 * tfactors.T913i + -7.49584 * tfactors.T913
                          + 0.656354 * tfactors.T9 + -0.0549855 * tfactors.T953 + 2.38149 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.0214497 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 2.1643 * tfactors.T943i + (1.0/3.0) * -7.49584 * tfactors.T923i
                                   + 0.656354 + (5.0/3.0) * -0.0549855 * tfactors.T923 + 2.38149 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -26149,8 +29918,8 @@ void rate_n_Fe57_to_Fe58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Fe57_to_Co58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Fe57_to_Co58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe57 + p --> Co58
 
@@ -26165,9 +29934,13 @@ void rate_p_Fe57_to_Co58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  35.269 + -37.1663 * tfactors.T913i + 3.48503 * tfactors.T913
                          + -2.56204 * tfactors.T9 + 0.272972 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -37.1663 * tfactors.T943i + (1.0/3.0) * 3.48503 * tfactors.T923i
                                   + -2.56204 + (5.0/3.0) * 0.272972 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -26181,8 +29954,8 @@ void rate_p_Fe57_to_Co58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe57_to_Ni61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe57_to_Ni61_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe57 + He4 --> Ni61
 
@@ -26197,9 +29970,13 @@ void rate_He4_Fe57_to_Ni61_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  66.184 + -91.8742 * tfactors.T913i + -4.07595 * tfactors.T913
                          + -1.93027 * tfactors.T9 + 0.240619 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -91.8742 * tfactors.T943i + (1.0/3.0) * -4.07595 * tfactors.T923i
                                   + -1.93027 + (5.0/3.0) * 0.240619 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -26213,8 +29990,8 @@ void rate_He4_Fe57_to_Ni61_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Fe58_to_Co59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Fe58_to_Co59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe58 + p --> Co59
 
@@ -26229,9 +30006,13 @@ void rate_p_Fe58_to_Co59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.2182 + -37.17 * tfactors.T913i + 1.63285 * tfactors.T913
                          + -1.16636 * tfactors.T9 + 0.0508619 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -37.17 * tfactors.T943i + (1.0/3.0) * 1.63285 * tfactors.T923i
                                   + -1.16636 + (5.0/3.0) * 0.0508619 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -26245,8 +30026,8 @@ void rate_p_Fe58_to_Co59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe58_to_Ni62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe58_to_Ni62_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe58 + He4 --> Ni62
 
@@ -26261,9 +30042,13 @@ void rate_He4_Fe58_to_Ni62_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  59.393 + -91.9089 * tfactors.T913i + 8.18581 * tfactors.T913
                          + -6.00824 * tfactors.T9 + 0.693434 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -91.9089 * tfactors.T943i + (1.0/3.0) * 8.18581 * tfactors.T923i
                                   + -6.00824 + (5.0/3.0) * 0.693434 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -26277,8 +30062,8 @@ void rate_He4_Fe58_to_Ni62_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Co53_to_Co54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Co53_to_Co54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co53 + n --> Co54
 
@@ -26293,9 +30078,13 @@ void rate_n_Co53_to_Co54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  11.2037 + -1.14795 * tfactors.T913
                          + 0.413083 * tfactors.T9 + -0.0515627 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.14795 * tfactors.T923i
                                   + 0.413083 + (5.0/3.0) * -0.0515627 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -26309,8 +30098,8 @@ void rate_n_Co53_to_Co54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Co53_to_Cu57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Co53_to_Cu57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co53 + He4 --> Cu57
 
@@ -26325,9 +30114,13 @@ void rate_He4_Co53_to_Cu57_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  56.9319 + -94.0605 * tfactors.T913i + -2.61232 * tfactors.T913
                          + -0.4397 * tfactors.T9 + -0.00420698 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -94.0605 * tfactors.T943i + (1.0/3.0) * -2.61232 * tfactors.T923i
                                   + -0.4397 + (5.0/3.0) * -0.00420698 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -26341,8 +30134,8 @@ void rate_He4_Co53_to_Cu57_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Co54_to_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Co54_to_Co55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co54 + n --> Co55
 
@@ -26357,9 +30150,13 @@ void rate_n_Co54_to_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  14.3761 + 0.433187 * tfactors.T913
                          + 0.0888642 * tfactors.T9 + -0.0315521 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 0.433187 * tfactors.T923i
                                   + 0.0888642 + (5.0/3.0) * -0.0315521 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -26373,8 +30170,8 @@ void rate_n_Co54_to_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Co54_to_Cu58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Co54_to_Cu58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co54 + He4 --> Cu58
 
@@ -26389,9 +30186,13 @@ void rate_He4_Co54_to_Cu58_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  55.6899 + -94.1012 * tfactors.T913i + 7.09095 * tfactors.T913
                          + -5.85934 * tfactors.T9 + 0.728369 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -94.1012 * tfactors.T943i + (1.0/3.0) * 7.09095 * tfactors.T923i
                                   + -5.85934 + (5.0/3.0) * 0.728369 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -26405,8 +30206,8 @@ void rate_He4_Co54_to_Cu58_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Co55_to_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Co55_to_Co56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co55 + n --> Co56
 
@@ -26421,9 +30222,13 @@ void rate_n_Co55_to_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  17.065 + -1.86357 * tfactors.T913
                          + 0.616591 * tfactors.T9 + -0.0839313 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.86357 * tfactors.T923i
                                   + 0.616591 + (5.0/3.0) * -0.0839313 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -26437,8 +30242,8 @@ void rate_n_Co55_to_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Co55_to_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Co55_to_Ni56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co55 + p --> Ni56
 
@@ -26453,9 +30258,13 @@ void rate_p_Co55_to_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  37.3736 + -38.1053 * tfactors.T913i + -0.210947 * tfactors.T913
                          + -2.68377 * tfactors.T9 + 0.355814 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -38.1053 * tfactors.T943i + (1.0/3.0) * -0.210947 * tfactors.T923i
                                   + -2.68377 + (5.0/3.0) * 0.355814 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -26469,8 +30278,8 @@ void rate_p_Co55_to_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Co55_to_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Co55_to_Cu59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co55 + He4 --> Cu59
 
@@ -26485,9 +30294,13 @@ void rate_He4_Co55_to_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  65.2921 + -94.1404 * tfactors.T913i + -2.62786 * tfactors.T913
                          + -2.12066 * tfactors.T9 + 0.237999 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -94.1404 * tfactors.T943i + (1.0/3.0) * -2.62786 * tfactors.T923i
                                   + -2.12066 + (5.0/3.0) * 0.237999 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -26501,8 +30314,8 @@ void rate_He4_Co55_to_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Co56_to_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Co56_to_Co57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co56 + n --> Co57
 
@@ -26517,9 +30330,13 @@ void rate_n_Co56_to_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  17.3552 + -1.37855 * tfactors.T913
                          + 0.299896 * tfactors.T9 + -0.04382 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.37855 * tfactors.T923i
                                   + 0.299896 + (5.0/3.0) * -0.04382 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -26533,8 +30350,8 @@ void rate_n_Co56_to_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Co56_to_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Co56_to_Ni57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co56 + p --> Ni57
 
@@ -26549,9 +30366,13 @@ void rate_p_Co56_to_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  35.5937 + -38.1094 * tfactors.T913i + 2.57091 * tfactors.T913
                          + -2.07795 * tfactors.T9 + 0.20757 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -38.1094 * tfactors.T943i + (1.0/3.0) * 2.57091 * tfactors.T923i
                                   + -2.07795 + (5.0/3.0) * 0.20757 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -26565,8 +30386,8 @@ void rate_p_Co56_to_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Co56_to_Cu60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Co56_to_Cu60_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co56 + He4 --> Cu60
 
@@ -26581,9 +30402,13 @@ void rate_He4_Co56_to_Cu60_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  65.4774 + -94.1784 * tfactors.T913i + -1.94118 * tfactors.T913
                          + -2.35306 * tfactors.T9 + 0.265186 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -94.1784 * tfactors.T943i + (1.0/3.0) * -1.94118 * tfactors.T923i
                                   + -2.35306 + (5.0/3.0) * 0.265186 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -26597,8 +30422,8 @@ void rate_He4_Co56_to_Cu60_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Co57_to_Co58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Co57_to_Co58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co57 + n --> Co58
 
@@ -26613,9 +30438,13 @@ void rate_n_Co57_to_Co58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  16.9961 + -1.03654 * tfactors.T913
                          + 0.342218 * tfactors.T9 + -0.0638367 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.03654 * tfactors.T923i
                                   + 0.342218 + (5.0/3.0) * -0.0638367 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -26629,8 +30458,8 @@ void rate_n_Co57_to_Co58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Co57_to_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Co57_to_Ni58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co57 + p --> Ni58
 
@@ -26645,9 +30474,13 @@ void rate_p_Co57_to_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.0159 + -38.1133 * tfactors.T913i + 1.77414 * tfactors.T913
                          + -1.48268 * tfactors.T9 + 0.121073 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -38.1133 * tfactors.T943i + (1.0/3.0) * 1.77414 * tfactors.T923i
                                   + -1.48268 + (5.0/3.0) * 0.121073 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -26661,8 +30494,8 @@ void rate_p_Co57_to_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Co57_to_Cu61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Co57_to_Cu61_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co57 + He4 --> Cu61
 
@@ -26677,9 +30510,13 @@ void rate_He4_Co57_to_Cu61_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  63.6068 + -94.2152 * tfactors.T913i + 0.976269 * tfactors.T913
                          + -2.37283 * tfactors.T9 + 0.195501 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -94.2152 * tfactors.T943i + (1.0/3.0) * 0.976269 * tfactors.T923i
                                   + -2.37283 + (5.0/3.0) * 0.195501 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -26693,8 +30530,8 @@ void rate_He4_Co57_to_Cu61_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Co58_to_Co59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Co58_to_Co59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co58 + n --> Co59
 
@@ -26709,9 +30546,13 @@ void rate_n_Co58_to_Co59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  18.1906 + -2.18418 * tfactors.T913
                          + 0.328629 * tfactors.T9 + -0.0407234 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -2.18418 * tfactors.T923i
                                   + 0.328629 + (5.0/3.0) * -0.0407234 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -26725,8 +30566,8 @@ void rate_n_Co58_to_Co59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Co58_to_Ni59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Co58_to_Ni59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co58 + p --> Ni59
 
@@ -26741,9 +30582,13 @@ void rate_p_Co58_to_Ni59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.1058 + -38.1171 * tfactors.T913i + 1.68645 * tfactors.T913
                          + -1.51404 * tfactors.T9 + 0.126766 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -38.1171 * tfactors.T943i + (1.0/3.0) * 1.68645 * tfactors.T923i
                                   + -1.51404 + (5.0/3.0) * 0.126766 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -26757,8 +30602,8 @@ void rate_p_Co58_to_Ni59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Co58_to_Cu62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Co58_to_Cu62_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co58 + He4 --> Cu62
 
@@ -26773,9 +30618,13 @@ void rate_He4_Co58_to_Cu62_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  63.7079 + -94.2508 * tfactors.T913i + 1.47146 * tfactors.T913
                          + -2.87996 * tfactors.T9 + 0.26554 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -94.2508 * tfactors.T943i + (1.0/3.0) * 1.47146 * tfactors.T923i
                                   + -2.87996 + (5.0/3.0) * 0.26554 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -26789,8 +30638,8 @@ void rate_He4_Co58_to_Cu62_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Co59_to_Ni60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Co59_to_Ni60_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co59 + p --> Ni60
 
@@ -26805,9 +30654,13 @@ void rate_p_Co59_to_Ni60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  35.957 + -38.1208 * tfactors.T913i + 2.42609 * tfactors.T913
                          + -1.5885 * tfactors.T9 + 0.110313 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -38.1208 * tfactors.T943i + (1.0/3.0) * 2.42609 * tfactors.T923i
                                   + -1.5885 + (5.0/3.0) * 0.110313 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -26821,8 +30674,8 @@ void rate_p_Co59_to_Ni60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Co59_to_Cu63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Co59_to_Cu63_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co59 + He4 --> Cu63
 
@@ -26837,9 +30690,13 @@ void rate_He4_Co59_to_Cu63_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  63.425 + -94.2852 * tfactors.T913i + 1.64751 * tfactors.T913
                          + -2.1637 * tfactors.T9 + 0.119598 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -94.2852 * tfactors.T943i + (1.0/3.0) * 1.64751 * tfactors.T923i
                                   + -2.1637 + (5.0/3.0) * 0.119598 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -26853,8 +30710,8 @@ void rate_He4_Co59_to_Cu63_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ni56_to_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ni56_to_Ni57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni56 + n --> Ni57
 
@@ -26869,9 +30726,13 @@ void rate_n_Ni56_to_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  16.0765 + -1.19665 * tfactors.T913
                          + 0.507179 * tfactors.T9 + -0.074604 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.19665 * tfactors.T923i
                                   + 0.507179 + (5.0/3.0) * -0.074604 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -26885,8 +30746,8 @@ void rate_n_Ni56_to_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ni56_to_Cu57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ni56_to_Cu57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni56 + p --> Cu57
 
@@ -26901,9 +30762,13 @@ void rate_p_Ni56_to_Cu57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -3.60454 + -4.77 * tfactors.T9i + -0.0409988 * tfactors.T913
                          + 0.0619696 * tfactors.T9 + -0.0172498 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.77 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.0409988 * tfactors.T923i
                                   + 0.0619696 + (5.0/3.0) * -0.0172498 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -26918,9 +30783,13 @@ void rate_p_Ni56_to_Cu57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -12.8639 + -3.86 * tfactors.T9i + -0.0409988 * tfactors.T913
                          + 0.0619696 * tfactors.T9 + -0.0172498 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.86 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.0409988 * tfactors.T923i
                                   + 0.0619696 + (5.0/3.0) * -0.0172498 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -26935,9 +30804,13 @@ void rate_p_Ni56_to_Cu57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  21.5163 + -39.3 * tfactors.T913i + -0.0409988 * tfactors.T913
                          + 0.0619696 * tfactors.T9 + -0.0172498 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.3 * tfactors.T943i + (1.0/3.0) * -0.0409988 * tfactors.T923i
                                   + 0.0619696 + (5.0/3.0) * -0.0172498 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -26952,9 +30825,13 @@ void rate_p_Ni56_to_Cu57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  8.46379 + -21.2 * tfactors.T9i + -0.0409988 * tfactors.T913
                          + 0.0619696 * tfactors.T9 + -0.0172498 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  21.2 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.0409988 * tfactors.T923i
                                   + 0.0619696 + (5.0/3.0) * -0.0172498 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -26969,9 +30846,13 @@ void rate_p_Ni56_to_Cu57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  8.63941 + -19.8 * tfactors.T9i + -0.0409988 * tfactors.T913
                          + 0.0619696 * tfactors.T9 + -0.0172498 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  19.8 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.0409988 * tfactors.T923i
                                   + 0.0619696 + (5.0/3.0) * -0.0172498 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -26985,8 +30866,8 @@ void rate_p_Ni56_to_Cu57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ni56_to_Zn60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ni56_to_Zn60_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni56 + He4 --> Zn60
 
@@ -27001,9 +30882,13 @@ void rate_He4_Ni56_to_Zn60_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  61.0733 + -96.4898 * tfactors.T913i + 6.47209 * tfactors.T913
                          + -5.2029 * tfactors.T9 + 0.533391 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -96.4898 * tfactors.T943i + (1.0/3.0) * 6.47209 * tfactors.T923i
                                   + -5.2029 + (5.0/3.0) * 0.533391 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -27017,8 +30902,8 @@ void rate_He4_Ni56_to_Zn60_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ni57_to_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ni57_to_Ni58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni57 + n --> Ni58
 
@@ -27033,9 +30918,13 @@ void rate_n_Ni57_to_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  17.2731 + -1.90814 * tfactors.T913
                          + 0.493188 * tfactors.T9 + -0.0684633 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.90814 * tfactors.T923i
                                   + 0.493188 + (5.0/3.0) * -0.0684633 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -27049,8 +30938,8 @@ void rate_n_Ni57_to_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ni57_to_Cu58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ni57_to_Cu58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni57 + p --> Cu58
 
@@ -27065,9 +30954,13 @@ void rate_p_Ni57_to_Cu58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  37.7262 + -39.0487 * tfactors.T913i + -0.339241 * tfactors.T913
                          + -2.87307 * tfactors.T9 + 0.382369 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.0487 * tfactors.T943i + (1.0/3.0) * -0.339241 * tfactors.T923i
                                   + -2.87307 + (5.0/3.0) * 0.382369 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -27081,8 +30974,8 @@ void rate_p_Ni57_to_Cu58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ni57_to_Zn61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ni57_to_Zn61_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni57 + He4 --> Zn61
 
@@ -27097,9 +30990,13 @@ void rate_He4_Ni57_to_Zn61_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  61.4873 + -96.5275 * tfactors.T913i + 5.42001 * tfactors.T913
                          + -3.93988 * tfactors.T9 + 0.358068 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -96.5275 * tfactors.T943i + (1.0/3.0) * 5.42001 * tfactors.T923i
                                   + -3.93988 + (5.0/3.0) * 0.358068 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -27113,8 +31010,8 @@ void rate_He4_Ni57_to_Zn61_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ni58_to_Ni59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ni58_to_Ni59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni58 + n --> Ni59
 
@@ -27129,9 +31026,13 @@ void rate_n_Ni58_to_Ni59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  8.63197 + 0.13279 * tfactors.T9i + -11.785 * tfactors.T913i + 19.5347 * tfactors.T913
                          + -0.857179 * tfactors.T9 + 0.00111653 * tfactors.T953 + -9.35642 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.13279 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -11.785 * tfactors.T943i + (1.0/3.0) * 19.5347 * tfactors.T923i
                                   + -0.857179 + (5.0/3.0) * 0.00111653 * tfactors.T923 + -9.35642 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -27145,8 +31046,8 @@ void rate_n_Ni58_to_Ni59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ni58_to_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ni58_to_Cu59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni58 + p --> Cu59
 
@@ -27161,9 +31062,13 @@ void rate_p_Ni58_to_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.6662 + -39.0526 * tfactors.T913i + 1.0436 * tfactors.T913
                          + -2.10834 * tfactors.T9 + 0.239559 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.0526 * tfactors.T943i + (1.0/3.0) * 1.0436 * tfactors.T923i
                                   + -2.10834 + (5.0/3.0) * 0.239559 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -27177,8 +31082,8 @@ void rate_p_Ni58_to_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ni58_to_Zn62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ni58_to_Zn62_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni58 + He4 --> Zn62
 
@@ -27193,9 +31098,13 @@ void rate_He4_Ni58_to_Zn62_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  62.8584 + -96.5638 * tfactors.T913i + 2.81593 * tfactors.T913
                          + -2.43398 * tfactors.T9 + 0.140051 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -96.5638 * tfactors.T943i + (1.0/3.0) * 2.81593 * tfactors.T923i
                                   + -2.43398 + (5.0/3.0) * 0.140051 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -27209,8 +31118,8 @@ void rate_He4_Ni58_to_Zn62_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ni59_to_Ni60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ni59_to_Ni60_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni59 + n --> Ni60
 
@@ -27225,9 +31134,13 @@ void rate_n_Ni59_to_Ni60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  25.5762 + -0.110079 * tfactors.T9i + 9.92411 * tfactors.T913i + -20.503 * tfactors.T913
                          + 1.39981 * tfactors.T9 + -0.101641 * tfactors.T953 + 8.58204 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.110079 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 9.92411 * tfactors.T943i + (1.0/3.0) * -20.503 * tfactors.T923i
                                   + 1.39981 + (5.0/3.0) * -0.101641 * tfactors.T923 + 8.58204 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -27241,8 +31154,8 @@ void rate_n_Ni59_to_Ni60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ni59_to_Cu60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ni59_to_Cu60_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni59 + p --> Cu60
 
@@ -27257,9 +31170,13 @@ void rate_p_Ni59_to_Cu60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.0485 + -39.0563 * tfactors.T913i + 2.1481 * tfactors.T913
                          + -1.76507 * tfactors.T9 + 0.1629 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.0563 * tfactors.T943i + (1.0/3.0) * 2.1481 * tfactors.T923i
                                   + -1.76507 + (5.0/3.0) * 0.1629 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -27273,8 +31190,8 @@ void rate_p_Ni59_to_Cu60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ni59_to_Zn63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ni59_to_Zn63_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni59 + He4 --> Zn63
 
@@ -27289,9 +31206,13 @@ void rate_He4_Ni59_to_Zn63_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  63.0533 + -96.5991 * tfactors.T913i + 2.66136 * tfactors.T913
                          + -2.36841 * tfactors.T9 + 0.148474 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -96.5991 * tfactors.T943i + (1.0/3.0) * 2.66136 * tfactors.T923i
                                   + -2.36841 + (5.0/3.0) * 0.148474 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -27305,8 +31226,8 @@ void rate_He4_Ni59_to_Zn63_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ni60_to_Ni61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ni60_to_Ni61_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni60 + n --> Ni61
 
@@ -27321,9 +31242,13 @@ void rate_n_Ni60_to_Ni61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  5.59123 + 0.0884361 * tfactors.T9i + -9.46323 * tfactors.T913i + 19.9252 * tfactors.T913
                          + -0.985724 * tfactors.T9 + 0.0164222 * tfactors.T953 + -8.75824 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.0884361 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -9.46323 * tfactors.T943i + (1.0/3.0) * 19.9252 * tfactors.T923i
                                   + -0.985724 + (5.0/3.0) * 0.0164222 * tfactors.T923 + -8.75824 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -27337,8 +31262,8 @@ void rate_n_Ni60_to_Ni61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ni60_to_Cu61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ni60_to_Cu61_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni60 + p --> Cu61
 
@@ -27353,9 +31278,13 @@ void rate_p_Ni60_to_Cu61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.9916 + -39.06 * tfactors.T913i + 1.28239 * tfactors.T913
                          + -1.76356 * tfactors.T9 + 0.18327 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.06 * tfactors.T943i + (1.0/3.0) * 1.28239 * tfactors.T923i
                                   + -1.76356 + (5.0/3.0) * 0.18327 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -27369,8 +31298,8 @@ void rate_p_Ni60_to_Cu61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ni60_to_Zn64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ni60_to_Zn64_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni60 + He4 --> Zn64
 
@@ -27385,9 +31314,13 @@ void rate_He4_Ni60_to_Zn64_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  64.093 + -96.6332 * tfactors.T913i + 1.06508 * tfactors.T913
                          + -1.52905 * tfactors.T9 + 0.0316173 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -96.6332 * tfactors.T943i + (1.0/3.0) * 1.06508 * tfactors.T923i
                                   + -1.52905 + (5.0/3.0) * 0.0316173 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -27401,8 +31334,8 @@ void rate_He4_Ni60_to_Zn64_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ni61_to_Ni62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ni61_to_Ni62_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni61 + n --> Ni62
 
@@ -27417,9 +31350,13 @@ void rate_n_Ni61_to_Ni62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  11.7403 + 0.0180561 * tfactors.T9i + -2.82482 * tfactors.T913i + 7.69552 * tfactors.T913
                          + -0.605244 * tfactors.T9 + 0.0243914 * tfactors.T953 + -3.12147 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.0180561 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -2.82482 * tfactors.T943i + (1.0/3.0) * 7.69552 * tfactors.T923i
                                   + -0.605244 + (5.0/3.0) * 0.0243914 * tfactors.T923 + -3.12147 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -27433,8 +31370,8 @@ void rate_n_Ni61_to_Ni62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ni61_to_Cu62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ni61_to_Cu62_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni61 + p --> Cu62
 
@@ -27449,9 +31386,13 @@ void rate_p_Ni61_to_Cu62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  37.065 + -39.0635 * tfactors.T913i + 2.03251 * tfactors.T913
                          + -1.66085 * tfactors.T9 + 0.123527 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.0635 * tfactors.T943i + (1.0/3.0) * 2.03251 * tfactors.T923i
                                   + -1.66085 + (5.0/3.0) * 0.123527 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -27465,8 +31406,8 @@ void rate_p_Ni61_to_Cu62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ni61_to_Zn65_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ni61_to_Zn65_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni61 + He4 --> Zn65
 
@@ -27481,9 +31422,13 @@ void rate_He4_Ni61_to_Zn65_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  63.8838 + -96.6663 * tfactors.T913i + 2.54794 * tfactors.T913
                          + -2.65791 * tfactors.T9 + 0.204247 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -96.6663 * tfactors.T943i + (1.0/3.0) * 2.54794 * tfactors.T923i
                                   + -2.65791 + (5.0/3.0) * 0.204247 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -27497,8 +31442,8 @@ void rate_He4_Ni61_to_Zn65_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ni62_to_Ni63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ni62_to_Ni63_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni62 + n --> Ni63
 
@@ -27513,9 +31458,13 @@ void rate_n_Ni62_to_Ni63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  5.77316 + -0.0229255 * tfactors.T9i + -1.2799 * tfactors.T913i + 10.7874 * tfactors.T913
                          + -0.552819 * tfactors.T9 + -0.0106439 * tfactors.T953 + -3.53486 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.0229255 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -1.2799 * tfactors.T943i + (1.0/3.0) * 10.7874 * tfactors.T923i
                                   + -0.552819 + (5.0/3.0) * -0.0106439 * tfactors.T923 + -3.53486 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -27529,8 +31478,8 @@ void rate_n_Ni62_to_Ni63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ni62_to_Cu63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ni62_to_Cu63_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni62 + p --> Cu63
 
@@ -27545,9 +31494,13 @@ void rate_p_Ni62_to_Cu63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  37.5377 + -39.0669 * tfactors.T913i + 1.33156 * tfactors.T913
                          + -1.30043 * tfactors.T9 + 0.0961101 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.0669 * tfactors.T943i + (1.0/3.0) * 1.33156 * tfactors.T923i
                                   + -1.30043 + (5.0/3.0) * 0.0961101 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -27561,8 +31514,8 @@ void rate_p_Ni62_to_Cu63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ni62_to_Zn66_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ni62_to_Zn66_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni62 + He4 --> Zn66
 
@@ -27577,9 +31530,13 @@ void rate_He4_Ni62_to_Zn66_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  64.6647 + -96.6983 * tfactors.T913i + 0.80536 * tfactors.T913
                          + -1.39385 * tfactors.T9 + 0.000644409 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -96.6983 * tfactors.T943i + (1.0/3.0) * 0.80536 * tfactors.T923i
                                   + -1.39385 + (5.0/3.0) * 0.000644409 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -27593,8 +31550,8 @@ void rate_He4_Ni62_to_Zn66_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ni63_to_Ni64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ni63_to_Ni64_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni63 + n --> Ni64
 
@@ -27609,9 +31566,13 @@ void rate_n_Ni63_to_Ni64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  29.5272 + -0.0604252 * tfactors.T9i + 7.01558 * tfactors.T913i + -23.8529 * tfactors.T913
                          + 2.50513 * tfactors.T9 + -0.227209 * tfactors.T953 + 7.65703 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.0604252 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 7.01558 * tfactors.T943i + (1.0/3.0) * -23.8529 * tfactors.T923i
                                   + 2.50513 + (5.0/3.0) * -0.227209 * tfactors.T923 + 7.65703 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -27625,8 +31586,8 @@ void rate_n_Ni63_to_Ni64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ni63_to_Cu64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ni63_to_Cu64_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni63 + p --> Cu64
 
@@ -27641,9 +31602,13 @@ void rate_p_Ni63_to_Cu64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  40.2954 + -39.0703 * tfactors.T913i + -4.4238 * tfactors.T913
                          + -0.152239 * tfactors.T9 + 0.0171937 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.0703 * tfactors.T943i + (1.0/3.0) * -4.4238 * tfactors.T923i
                                   + -0.152239 + (5.0/3.0) * 0.0171937 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -27657,8 +31622,8 @@ void rate_p_Ni63_to_Cu64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ni64_to_Cu65_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ni64_to_Cu65_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni64 + p --> Cu65
 
@@ -27673,9 +31638,13 @@ void rate_p_Ni64_to_Cu65_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  37.6675 + -39.0735 * tfactors.T913i + 1.76823 * tfactors.T913
                          + -1.38855 * tfactors.T9 + 0.0515179 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.0735 * tfactors.T943i + (1.0/3.0) * 1.76823 * tfactors.T923i
                                   + -1.38855 + (5.0/3.0) * 0.0515179 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -27689,8 +31658,8 @@ void rate_p_Ni64_to_Cu65_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cu57_to_Cu58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cu57_to_Cu58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu57 + n --> Cu58
 
@@ -27705,9 +31674,13 @@ void rate_n_Cu57_to_Cu58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  10.7707 + -0.954817 * tfactors.T913
                          + 0.394641 * tfactors.T9 + -0.0489206 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.954817 * tfactors.T923i
                                   + 0.394641 + (5.0/3.0) * -0.0489206 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -27721,8 +31694,8 @@ void rate_n_Cu57_to_Cu58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cu58_to_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cu58_to_Cu59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu58 + n --> Cu59
 
@@ -27737,9 +31710,13 @@ void rate_n_Cu58_to_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  13.7859 + -0.307504 * tfactors.T913
                          + 0.342948 * tfactors.T9 + -0.0507762 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.307504 * tfactors.T923i
                                   + 0.342948 + (5.0/3.0) * -0.0507762 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -27753,8 +31730,8 @@ void rate_n_Cu58_to_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cu58_to_Zn59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cu58_to_Zn59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu58 + p --> Zn59
 
@@ -27769,9 +31746,13 @@ void rate_p_Cu58_to_Zn59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -6.80287 + 1.08057 * tfactors.T9i + -142.882 * tfactors.T913i + 138.901 * tfactors.T913
                          + -5.7482 * tfactors.T9 + 0.223571 * tfactors.T953 + -84.6553 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -1.08057 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -142.882 * tfactors.T943i + (1.0/3.0) * 138.901 * tfactors.T923i
                                   + -5.7482 + (5.0/3.0) * 0.223571 * tfactors.T923 + -84.6553 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -27786,9 +31767,13 @@ void rate_p_Cu58_to_Zn59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  33.1417 + -0.0837118 * tfactors.T9i + -36.2109 * tfactors.T913i + -10.0201 * tfactors.T913
                          + 0.882265 * tfactors.T9 + -0.0954725 * tfactors.T953 + 3.28794 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.0837118 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -36.2109 * tfactors.T943i + (1.0/3.0) * -10.0201 * tfactors.T923i
                                   + 0.882265 + (5.0/3.0) * -0.0954725 * tfactors.T923 + 3.28794 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -27803,9 +31788,13 @@ void rate_p_Cu58_to_Zn59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  34.9479 + 2.4317 * tfactors.T9i + -209.408 * tfactors.T913i + 176.007 * tfactors.T913
                          + -6.98867 * tfactors.T9 + 0.295678 * tfactors.T953 + -110.548 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -2.4317 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -209.408 * tfactors.T943i + (1.0/3.0) * 176.007 * tfactors.T923i
                                   + -6.98867 + (5.0/3.0) * 0.295678 * tfactors.T923 + -110.548 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -27819,8 +31808,8 @@ void rate_p_Cu58_to_Zn59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cu58_to_Ga62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cu58_to_Ga62_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu58 + He4 --> Ga62
 
@@ -27835,9 +31824,13 @@ void rate_He4_Cu58_to_Ga62_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  77.8609 + -98.8498 * tfactors.T913i + -21.411 * tfactors.T913
                          + 1.84489 * tfactors.T9 + -0.142549 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -98.8498 * tfactors.T943i + (1.0/3.0) * -21.411 * tfactors.T923i
                                   + 1.84489 + (5.0/3.0) * -0.142549 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -27851,8 +31844,8 @@ void rate_He4_Cu58_to_Ga62_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cu59_to_Cu60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cu59_to_Cu60_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu59 + n --> Cu60
 
@@ -27867,9 +31860,13 @@ void rate_n_Cu59_to_Cu60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  14.7349 + -0.952104 * tfactors.T913
                          + 0.520444 * tfactors.T9 + -0.0746175 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.952104 * tfactors.T923i
                                   + 0.520444 + (5.0/3.0) * -0.0746175 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -27883,8 +31880,8 @@ void rate_n_Cu59_to_Cu60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cu59_to_Zn60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cu59_to_Zn60_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu59 + p --> Zn60
 
@@ -27899,9 +31896,13 @@ void rate_p_Cu59_to_Zn60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  37.226 + -39.9808 * tfactors.T913i + 1.17311 * tfactors.T913
                          + -2.90486 * tfactors.T9 + 0.339644 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.9808 * tfactors.T943i + (1.0/3.0) * 1.17311 * tfactors.T923i
                                   + -2.90486 + (5.0/3.0) * 0.339644 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -27915,8 +31916,8 @@ void rate_p_Cu59_to_Zn60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cu59_to_Ga63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cu59_to_Ga63_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu59 + He4 --> Ga63
 
@@ -27931,9 +31932,13 @@ void rate_He4_Cu59_to_Ga63_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  68.0149 + -98.8858 * tfactors.T913i + -2.92113 * tfactors.T913
                          + -2.38226 * tfactors.T9 + 0.272994 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -98.8858 * tfactors.T943i + (1.0/3.0) * -2.92113 * tfactors.T923i
                                   + -2.38226 + (5.0/3.0) * 0.272994 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -27947,8 +31952,8 @@ void rate_He4_Cu59_to_Ga63_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cu60_to_Cu61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cu60_to_Cu61_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu60 + n --> Cu61
 
@@ -27963,9 +31968,13 @@ void rate_n_Cu60_to_Cu61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  15.3449 + -0.586034 * tfactors.T913
                          + 0.320768 * tfactors.T9 + -0.0484658 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.586034 * tfactors.T923i
                                   + 0.320768 + (5.0/3.0) * -0.0484658 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -27979,8 +31988,8 @@ void rate_n_Cu60_to_Cu61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cu60_to_Zn61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cu60_to_Zn61_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu60 + p --> Zn61
 
@@ -27995,9 +32004,13 @@ void rate_p_Cu60_to_Zn61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.0101 + -39.9846 * tfactors.T913i + 3.2392 * tfactors.T913
                          + -2.37211 * tfactors.T9 + 0.239391 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.9846 * tfactors.T943i + (1.0/3.0) * 3.2392 * tfactors.T923i
                                   + -2.37211 + (5.0/3.0) * 0.239391 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -28011,8 +32024,8 @@ void rate_p_Cu60_to_Zn61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cu60_to_Ga64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cu60_to_Ga64_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu60 + He4 --> Ga64
 
@@ -28027,9 +32040,13 @@ void rate_He4_Cu60_to_Ga64_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  66.2816 + -98.9207 * tfactors.T913i + 0.933671 * tfactors.T913
                          + -3.79958 * tfactors.T9 + 0.446216 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -98.9207 * tfactors.T943i + (1.0/3.0) * 0.933671 * tfactors.T923i
                                   + -3.79958 + (5.0/3.0) * 0.446216 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -28043,8 +32060,8 @@ void rate_He4_Cu60_to_Ga64_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cu61_to_Cu62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cu61_to_Cu62_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu61 + n --> Cu62
 
@@ -28059,9 +32076,13 @@ void rate_n_Cu61_to_Cu62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  16.3662 + -0.404348 * tfactors.T913
                          + 0.218353 * tfactors.T9 + -0.0562018 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.404348 * tfactors.T923i
                                   + 0.218353 + (5.0/3.0) * -0.0562018 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -28075,8 +32096,8 @@ void rate_n_Cu61_to_Cu62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cu61_to_Zn62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cu61_to_Zn62_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu61 + p --> Zn62
 
@@ -28091,9 +32112,13 @@ void rate_p_Cu61_to_Zn62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.5695 + -39.9882 * tfactors.T913i + 2.26956 * tfactors.T913
                          + -1.69006 * tfactors.T9 + 0.132363 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.9882 * tfactors.T943i + (1.0/3.0) * 2.26956 * tfactors.T923i
                                   + -1.69006 + (5.0/3.0) * 0.132363 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -28107,8 +32132,8 @@ void rate_p_Cu61_to_Zn62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cu62_to_Cu63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cu62_to_Cu63_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu62 + n --> Cu63
 
@@ -28123,9 +32148,13 @@ void rate_n_Cu62_to_Cu63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  17.0073 + -0.723484 * tfactors.T913
                          + 0.215177 * tfactors.T9 + -0.0473749 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.723484 * tfactors.T923i
                                   + 0.215177 + (5.0/3.0) * -0.0473749 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -28139,8 +32168,8 @@ void rate_n_Cu62_to_Cu63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cu62_to_Zn63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cu62_to_Zn63_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu62 + p --> Zn63
 
@@ -28155,9 +32184,13 @@ void rate_p_Cu62_to_Zn63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.5491 + -39.9917 * tfactors.T913i + 2.6186 * tfactors.T913
                          + -1.69105 * tfactors.T9 + 0.132898 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.9917 * tfactors.T943i + (1.0/3.0) * 2.6186 * tfactors.T923i
                                   + -1.69105 + (5.0/3.0) * 0.132898 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -28171,8 +32204,8 @@ void rate_p_Cu62_to_Zn63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cu63_to_Cu64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cu63_to_Cu64_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu63 + n --> Cu64
 
@@ -28187,9 +32220,13 @@ void rate_n_Cu63_to_Cu64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  27.4055 + -0.117212 * tfactors.T9i + 11.3982 * tfactors.T913i + -24.4222 * tfactors.T913
                          + 1.95364 * tfactors.T9 + -0.18693 * tfactors.T953 + 10.2458 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.117212 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 11.3982 * tfactors.T943i + (1.0/3.0) * -24.4222 * tfactors.T923i
                                   + 1.95364 + (5.0/3.0) * -0.18693 * tfactors.T923 + 10.2458 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -28203,8 +32240,8 @@ void rate_n_Cu63_to_Cu64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cu63_to_Zn64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cu63_to_Zn64_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu63 + p --> Zn64
 
@@ -28219,9 +32256,13 @@ void rate_p_Cu63_to_Zn64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  37.1256 + -39.995 * tfactors.T913i + 1.69705 * tfactors.T913
                          + -1.11391 * tfactors.T9 + 0.0416287 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.995 * tfactors.T943i + (1.0/3.0) * 1.69705 * tfactors.T923i
                                   + -1.11391 + (5.0/3.0) * 0.0416287 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -28235,8 +32276,8 @@ void rate_p_Cu63_to_Zn64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cu64_to_Cu65_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cu64_to_Cu65_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu64 + n --> Cu65
 
@@ -28251,9 +32292,13 @@ void rate_n_Cu64_to_Cu65_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  18.8488 + -2.31276 * tfactors.T913
                          + 0.434599 * tfactors.T9 + -0.0715678 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -2.31276 * tfactors.T923i
                                   + 0.434599 + (5.0/3.0) * -0.0715678 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -28267,8 +32312,8 @@ void rate_n_Cu64_to_Cu65_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cu64_to_Zn65_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cu64_to_Zn65_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu64 + p --> Zn65
 
@@ -28283,9 +32328,13 @@ void rate_p_Cu64_to_Zn65_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  38.9806 + -39.9983 * tfactors.T913i + -2.9846 * tfactors.T913
                          + 0.0709769 * tfactors.T9 + -0.0519569 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.9983 * tfactors.T943i + (1.0/3.0) * -2.9846 * tfactors.T923i
                                   + 0.0709769 + (5.0/3.0) * -0.0519569 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -28299,8 +32348,8 @@ void rate_p_Cu64_to_Zn65_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cu65_to_Zn66_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cu65_to_Zn66_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu65 + p --> Zn66
 
@@ -28315,9 +32364,13 @@ void rate_p_Cu65_to_Zn66_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.8752 + -40.0015 * tfactors.T913i + 2.89473 * tfactors.T913
                          + -1.70171 * tfactors.T9 + 0.092664 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -40.0015 * tfactors.T943i + (1.0/3.0) * 2.89473 * tfactors.T923i
                                   + -1.70171 + (5.0/3.0) * 0.092664 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -28331,8 +32384,8 @@ void rate_p_Cu65_to_Zn66_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Zn59_to_Zn60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Zn59_to_Zn60_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn59 + n --> Zn60
 
@@ -28347,9 +32400,13 @@ void rate_n_Zn59_to_Zn60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  8.74563 + 0.65324 * tfactors.T913
                          + -0.0259697 * tfactors.T9 + -0.00407906 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 0.65324 * tfactors.T923i
                                   + -0.0259697 + (5.0/3.0) * -0.00407906 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -28363,8 +32420,8 @@ void rate_n_Zn59_to_Zn60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Zn59_to_Ge63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Zn59_to_Ge63_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn59 + He4 --> Ge63
 
@@ -28379,9 +32436,13 @@ void rate_He4_Zn59_to_Ge63_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  76.3883 + -101.146 * tfactors.T913i + -14.3723 * tfactors.T913
                          + 0.893059 * tfactors.T9 + -0.0564743 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -101.146 * tfactors.T943i + (1.0/3.0) * -14.3723 * tfactors.T923i
                                   + 0.893059 + (5.0/3.0) * -0.0564743 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -28395,8 +32456,8 @@ void rate_He4_Zn59_to_Ge63_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Zn60_to_Zn61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Zn60_to_Zn61_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn60 + n --> Zn61
 
@@ -28411,9 +32472,13 @@ void rate_n_Zn60_to_Zn61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  13.4892 + 0.0559751 * tfactors.T913
                          + 0.208641 * tfactors.T9 + -0.0357451 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 0.0559751 * tfactors.T923i
                                   + 0.208641 + (5.0/3.0) * -0.0357451 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -28427,8 +32492,8 @@ void rate_n_Zn60_to_Zn61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Zn60_to_Ge64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Zn60_to_Ge64_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn60 + He4 --> Ge64
 
@@ -28443,9 +32508,13 @@ void rate_He4_Zn60_to_Ge64_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  61.1229 + -101.182 * tfactors.T913i + 10.4963 * tfactors.T913
                          + -7.04215 * tfactors.T9 + 0.732883 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -101.182 * tfactors.T943i + (1.0/3.0) * 10.4963 * tfactors.T923i
                                   + -7.04215 + (5.0/3.0) * 0.732883 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -28459,8 +32528,8 @@ void rate_He4_Zn60_to_Ge64_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Zn61_to_Zn62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Zn61_to_Zn62_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn61 + n --> Zn62
 
@@ -28475,9 +32544,13 @@ void rate_n_Zn61_to_Zn62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  13.7022 + 0.174908 * tfactors.T913
                          + 0.222207 * tfactors.T9 + -0.0495297 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 0.174908 * tfactors.T923i
                                   + 0.222207 + (5.0/3.0) * -0.0495297 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -28491,8 +32564,8 @@ void rate_n_Zn61_to_Zn62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Zn61_to_Ga62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Zn61_to_Ga62_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn61 + p --> Ga62
 
@@ -28507,9 +32580,13 @@ void rate_p_Zn61_to_Ga62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  11276.1 + -91.1775 * tfactors.T9i + 6932.15 * tfactors.T913i + -20433.4 * tfactors.T913
                          + 2726.25 * tfactors.T9 + -416.477 * tfactors.T953 + 7003.74 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  91.1775 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 6932.15 * tfactors.T943i + (1.0/3.0) * -20433.4 * tfactors.T923i
                                   + 2726.25 + (5.0/3.0) * -416.477 * tfactors.T923 + 7003.74 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -28524,9 +32601,13 @@ void rate_p_Zn61_to_Ga62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  35.5778 + -0.068885 * tfactors.T9i + -36.9213 * tfactors.T913i + -12.8434 * tfactors.T913
                          + 1.30735 * tfactors.T9 + -0.136745 * tfactors.T953 + 3.91008 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.068885 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -36.9213 * tfactors.T943i + (1.0/3.0) * -12.8434 * tfactors.T923i
                                   + 1.30735 + (5.0/3.0) * -0.136745 * tfactors.T923 + 3.91008 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -28541,9 +32622,13 @@ void rate_p_Zn61_to_Ga62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -19.8777 + -14.8223 * tfactors.T9i + 207.487 * tfactors.T913i + -181.718 * tfactors.T913
                          + 5.86358 * tfactors.T9 + -0.221479 * tfactors.T953 + 119.805 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  14.8223 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 207.487 * tfactors.T943i + (1.0/3.0) * -181.718 * tfactors.T923i
                                   + 5.86358 + (5.0/3.0) * -0.221479 * tfactors.T923 + 119.805 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -28557,8 +32642,8 @@ void rate_p_Zn61_to_Ga62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Zn62_to_Zn63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Zn62_to_Zn63_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn62 + n --> Zn63
 
@@ -28573,9 +32658,13 @@ void rate_n_Zn62_to_Zn63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  16.4953 + -0.365196 * tfactors.T913
                          + 0.230327 * tfactors.T9 + -0.0605553 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.365196 * tfactors.T923i
                                   + 0.230327 + (5.0/3.0) * -0.0605553 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -28589,8 +32678,8 @@ void rate_n_Zn62_to_Zn63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Zn62_to_Ga63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Zn62_to_Ga63_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn62 + p --> Ga63
 
@@ -28605,9 +32694,13 @@ void rate_p_Zn62_to_Ga63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  37.1867 + -0.194242 * tfactors.T9i + -31.4331 * tfactors.T913i + -19.7752 * tfactors.T913
                          + 1.69239 * tfactors.T9 + -0.16473 * tfactors.T953 + 7.6608 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.194242 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -31.4331 * tfactors.T943i + (1.0/3.0) * -19.7752 * tfactors.T923i
                                   + 1.69239 + (5.0/3.0) * -0.16473 * tfactors.T923 + 7.6608 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -28622,9 +32715,13 @@ void rate_p_Zn62_to_Ga63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  7888.93 + -59.9484 * tfactors.T9i + 4643.34 * tfactors.T913i + -14105.9 * tfactors.T913
                          + 1925.65 * tfactors.T9 + -299.872 * tfactors.T953 + 4768.64 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  59.9484 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 4643.34 * tfactors.T943i + (1.0/3.0) * -14105.9 * tfactors.T923i
                                   + 1925.65 + (5.0/3.0) * -299.872 * tfactors.T923 + 4768.64 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -28639,9 +32736,13 @@ void rate_p_Zn62_to_Ga63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  47.3921 + -22.0155 * tfactors.T9i + 516.062 * tfactors.T913i + -567.538 * tfactors.T913
                          + 23.7454 * tfactors.T9 + -1.02526 * tfactors.T953 + 327.86 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  22.0155 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 516.062 * tfactors.T943i + (1.0/3.0) * -567.538 * tfactors.T923i
                                   + 23.7454 + (5.0/3.0) * -1.02526 * tfactors.T923 + 327.86 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -28656,9 +32757,13 @@ void rate_p_Zn62_to_Ga63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -38.4285 + -21.8336 * tfactors.T9i + 181.058 * tfactors.T913i + -128.039 * tfactors.T913
                          + 5.3613 * tfactors.T9 + -0.329542 * tfactors.T953 + 87.4371 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  21.8336 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 181.058 * tfactors.T943i + (1.0/3.0) * -128.039 * tfactors.T923i
                                   + 5.3613 + (5.0/3.0) * -0.329542 * tfactors.T923 + 87.4371 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -28672,8 +32777,8 @@ void rate_p_Zn62_to_Ga63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Zn63_to_Zn64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Zn63_to_Zn64_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn63 + n --> Zn64
 
@@ -28688,9 +32793,13 @@ void rate_n_Zn63_to_Zn64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  16.2538 + -0.526805 * tfactors.T913
                          + 0.294653 * tfactors.T9 + -0.0660418 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.526805 * tfactors.T923i
                                   + 0.294653 + (5.0/3.0) * -0.0660418 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -28704,8 +32813,8 @@ void rate_n_Zn63_to_Zn64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Zn63_to_Ga64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Zn63_to_Ga64_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn63 + p --> Ga64
 
@@ -28720,9 +32829,13 @@ void rate_p_Zn63_to_Ga64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  36.839 + -40.9093 * tfactors.T913i + 2.88162 * tfactors.T913
                          + -2.11741 * tfactors.T9 + 0.191601 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -40.9093 * tfactors.T943i + (1.0/3.0) * 2.88162 * tfactors.T923i
                                   + -2.11741 + (5.0/3.0) * 0.191601 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -28736,8 +32849,8 @@ void rate_p_Zn63_to_Ga64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Zn64_to_Zn65_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Zn64_to_Zn65_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn64 + n --> Zn65
 
@@ -28752,9 +32865,13 @@ void rate_n_Zn64_to_Zn65_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  13.1015 + 0.0293385 * tfactors.T9i + -3.1973 * tfactors.T913i + 6.0545 * tfactors.T913
                          + 0.171155 * tfactors.T9 + -0.0905702 * tfactors.T953 + -2.89286 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.0293385 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -3.1973 * tfactors.T943i + (1.0/3.0) * 6.0545 * tfactors.T923i
                                   + 0.171155 + (5.0/3.0) * -0.0905702 * tfactors.T923 + -2.89286 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -28768,8 +32885,8 @@ void rate_n_Zn64_to_Zn65_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Zn65_to_Zn66_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Zn65_to_Zn66_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn65 + n --> Zn66
 
@@ -28784,9 +32901,13 @@ void rate_n_Zn65_to_Zn66_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  27.6235 + -0.0461963 * tfactors.T9i + 5.38411 * tfactors.T913i + -18.0063 * tfactors.T913
                          + 1.89109 * tfactors.T9 + -0.191482 * tfactors.T953 + 5.84419 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.0461963 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 5.38411 * tfactors.T943i + (1.0/3.0) * -18.0063 * tfactors.T923i
                                   + 1.89109 + (5.0/3.0) * -0.191482 * tfactors.T923 + 5.84419 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -28800,8 +32921,8 @@ void rate_n_Zn65_to_Zn66_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ga62_to_Ga63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ga62_to_Ga63_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ga62 + n --> Ga63
 
@@ -28816,9 +32937,13 @@ void rate_n_Ga62_to_Ga63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  13.6851 + -0.413123 * tfactors.T913
                          + 0.505609 * tfactors.T9 + -0.0792987 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.413123 * tfactors.T923i
                                   + 0.505609 + (5.0/3.0) * -0.0792987 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -28832,8 +32957,8 @@ void rate_n_Ga62_to_Ga63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ga62_to_Ge63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ga62_to_Ge63_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ga62 + p --> Ge63
 
@@ -28848,9 +32973,13 @@ void rate_p_Ga62_to_Ge63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  23.0628 + -1.09614 * tfactors.T9i + -107.856 * tfactors.T913i + 80.6244 * tfactors.T913
                          + -2.84514 * tfactors.T9 + 0.087641 * tfactors.T953 + -56.5078 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.09614 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -107.856 * tfactors.T943i + (1.0/3.0) * 80.6244 * tfactors.T923i
                                   + -2.84514 + (5.0/3.0) * 0.087641 * tfactors.T923 + -56.5078 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -28865,9 +32994,13 @@ void rate_p_Ga62_to_Ge63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  268.37 + -0.169689 * tfactors.T9i + -8.15451 * tfactors.T913i + -301.681 * tfactors.T913
                          + 33.0147 * tfactors.T9 + -2.8672 * tfactors.T953 + 70.7354 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.169689 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -8.15451 * tfactors.T943i + (1.0/3.0) * -301.681 * tfactors.T923i
                                   + 33.0147 + (5.0/3.0) * -2.8672 * tfactors.T923 + 70.7354 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -28882,9 +33015,13 @@ void rate_p_Ga62_to_Ge63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  29.8043 + 0.0615986 * tfactors.T9i + -45.5057 * tfactors.T913i + 1.9831 * tfactors.T913
                          + -0.147339 * tfactors.T9 + -0.0169469 * tfactors.T953 + -2.46033 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.0615986 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -45.5057 * tfactors.T943i + (1.0/3.0) * 1.9831 * tfactors.T923i
                                   + -0.147339 + (5.0/3.0) * -0.0169469 * tfactors.T923 + -2.46033 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -28899,9 +33036,13 @@ void rate_p_Ga62_to_Ge63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  9631.23 + -112.916 * tfactors.T9i + 6926.61 * tfactors.T913i + -18459.0 * tfactors.T913
                          + 2374.61 * tfactors.T9 + -366.508 * tfactors.T953 + 6586.96 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  112.916 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 6926.61 * tfactors.T943i + (1.0/3.0) * -18459.0 * tfactors.T923i
                                   + 2374.61 + (5.0/3.0) * -366.508 * tfactors.T923 + 6586.96 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -28916,9 +33057,13 @@ void rate_p_Ga62_to_Ge63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  53.7251 + -4.53179 * tfactors.T9i + 11.0703 * tfactors.T913i + -66.0297 * tfactors.T913
                          + 2.89115 * tfactors.T9 + -0.129107 * tfactors.T953 + 29.3214 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.53179 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 11.0703 * tfactors.T943i + (1.0/3.0) * -66.0297 * tfactors.T923i
                                   + 2.89115 + (5.0/3.0) * -0.129107 * tfactors.T923 + 29.3214 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -28932,8 +33077,8 @@ void rate_p_Ga62_to_Ge63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ga63_to_Ga64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ga63_to_Ga64_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ga63 + n --> Ga64
 
@@ -28948,9 +33093,13 @@ void rate_n_Ga63_to_Ga64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  12.8071 + 1.0342 * tfactors.T913
                          + 0.0882306 * tfactors.T9 + -0.0437444 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 1.0342 * tfactors.T923i
                                   + 0.0882306 + (5.0/3.0) * -0.0437444 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -28964,8 +33113,8 @@ void rate_n_Ga63_to_Ga64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ga63_to_Ge64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ga63_to_Ge64_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ga63 + p --> Ge64
 
@@ -28980,9 +33129,13 @@ void rate_p_Ga63_to_Ge64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  37.9791 + -41.8134 * tfactors.T913i + 1.45084 * tfactors.T913
                          + -3.1328 * tfactors.T9 + 0.353318 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -41.8134 * tfactors.T943i + (1.0/3.0) * 1.45084 * tfactors.T923i
                                   + -3.1328 + (5.0/3.0) * 0.353318 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -28996,8 +33149,8 @@ void rate_p_Ga63_to_Ge64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ge63_to_Ge64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ge63_to_Ge64_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ge63 + n --> Ge64
 
@@ -29012,9 +33165,13 @@ void rate_n_Ge63_to_Ge64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  8.35941 + 0.20987 * tfactors.T913
                          + 0.182208 * tfactors.T9 + -0.0339886 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 0.20987 * tfactors.T923i
                                   + 0.182208 + (5.0/3.0) * -0.0339886 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -29028,8 +33185,8 @@ void rate_n_Ge63_to_Ge64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_d_d_to_n_He3_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_d_d_to_n_He3_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // d + d --> n + He3
 
@@ -29044,9 +33201,13 @@ void rate_d_d_to_n_He3_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  19.0876 + -0.00019002 * tfactors.T9i + -4.2292 * tfactors.T913i + 1.6932 * tfactors.T913
                          + -0.0855529 * tfactors.T9 + -1.35709e-25 * tfactors.T953 + -0.734513 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.00019002 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -4.2292 * tfactors.T943i + (1.0/3.0) * 1.6932 * tfactors.T923i
                                   + -0.0855529 + (5.0/3.0) * -1.35709e-25 * tfactors.T923 + -0.734513 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -29060,8 +33221,8 @@ void rate_d_d_to_n_He3_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_He3_to_d_d_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_He3_to_d_d_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // He3 + n --> d + d
 
@@ -29076,9 +33237,13 @@ void rate_n_He3_to_d_d_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  19.6369 + -37.9358 * tfactors.T9i + -4.2292 * tfactors.T913i + 1.6932 * tfactors.T913
                          + -0.0855529 * tfactors.T9 + -1.35709e-25 * tfactors.T953 + -0.734513 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  37.9358 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -4.2292 * tfactors.T943i + (1.0/3.0) * 1.6932 * tfactors.T923i
                                   + -0.0855529 + (5.0/3.0) * -1.35709e-25 * tfactors.T923 + -0.734513 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -29092,8 +33257,8 @@ void rate_n_He3_to_d_d_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_d_He3_to_p_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_d_He3_to_p_He4_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // He3 + d --> p + He4
 
@@ -29108,9 +33273,13 @@ void rate_d_He3_to_p_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  41.2969 + -7.182 * tfactors.T913i + -17.1349 * tfactors.T913
                          + 1.36908 * tfactors.T9 + -0.0814423 * tfactors.T953 + 3.35395 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -7.182 * tfactors.T943i + (1.0/3.0) * -17.1349 * tfactors.T923i
                                   + 1.36908 + (5.0/3.0) * -0.0814423 * tfactors.T923 + 3.35395 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -29125,9 +33294,13 @@ void rate_d_He3_to_p_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  24.6839 + -7.182 * tfactors.T913i + 0.473288 * tfactors.T913
                          + 1.46847 * tfactors.T9 + -27.9603 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -7.182 * tfactors.T943i + (1.0/3.0) * 0.473288 * tfactors.T923i
                                   + 1.46847 + (5.0/3.0) * -27.9603 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -29141,8 +33314,8 @@ void rate_d_He3_to_p_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_He3_to_p_Li6_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_He3_to_p_Li6_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // He3 + He4 --> p + Li6
 
@@ -29157,9 +33330,13 @@ void rate_He4_He3_to_p_Li6_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  24.4064 + -46.6405 * tfactors.T9i + -8.39481 * tfactors.T913i + -0.165254 * tfactors.T913
                          + -0.16936 * tfactors.T9 + 0.0533676 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  46.6405 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -8.39481 * tfactors.T943i + (1.0/3.0) * -0.165254 * tfactors.T923i
                                   + -0.16936 + (5.0/3.0) * 0.0533676 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -29173,8 +33350,8 @@ void rate_He4_He3_to_p_Li6_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_He4_to_d_He3_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_He4_to_d_He3_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // p + He4 --> d + He3
 
@@ -29189,9 +33366,13 @@ void rate_p_He4_to_d_He3_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  26.3907 + -212.977 * tfactors.T9i + -7.182 * tfactors.T913i + 0.473288 * tfactors.T913
                          + 1.46847 * tfactors.T9 + -27.9603 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  212.977 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -7.182 * tfactors.T943i + (1.0/3.0) * 0.473288 * tfactors.T923i
                                   + 1.46847 + (5.0/3.0) * -27.9603 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -29206,9 +33387,13 @@ void rate_p_He4_to_d_He3_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  43.0037 + -212.977 * tfactors.T9i + -7.182 * tfactors.T913i + -17.1349 * tfactors.T913
                          + 1.36908 * tfactors.T9 + -0.0814423 * tfactors.T953 + 3.35395 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  212.977 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -7.182 * tfactors.T943i + (1.0/3.0) * -17.1349 * tfactors.T923i
                                   + 1.36908 + (5.0/3.0) * -0.0814423 * tfactors.T923 + 3.35395 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -29222,8 +33407,8 @@ void rate_p_He4_to_d_He3_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_He4_to_n_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_He4_to_n_Be7_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // He4 + He4 --> n + Be7
 
@@ -29238,9 +33423,13 @@ void rate_He4_He4_to_n_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  19.694 + -220.375 * tfactors.T9i + -0.00210045 * tfactors.T913
                          + 0.000176541 * tfactors.T9 + -1.36797e-05 * tfactors.T953 + 1.00083 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  220.375 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.00210045 * tfactors.T923i
                                   + 0.000176541 + (5.0/3.0) * -1.36797e-05 * tfactors.T923 + 1.00083 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -29254,8 +33443,8 @@ void rate_He4_He4_to_n_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_He4_to_p_Li7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_He4_to_p_Li7_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // He4 + He4 --> p + Li7
 
@@ -29270,9 +33459,13 @@ void rate_He4_He4_to_p_Li7_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  15.7864 + -205.79 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  205.79 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -29287,9 +33480,13 @@ void rate_He4_He4_to_p_Li7_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  13.4902 + -201.312 * tfactors.T9i + -8.4727 * tfactors.T913i + 0.417943 * tfactors.T913
                          + 5.34565 * tfactors.T9 + -4.8684 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  201.312 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -8.4727 * tfactors.T943i + (1.0/3.0) * 0.417943 * tfactors.T923i
                                   + 5.34565 + (5.0/3.0) * -4.8684 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -29304,9 +33501,13 @@ void rate_He4_He4_to_p_Li7_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  23.4325 + -227.465 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  227.465 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -29321,9 +33522,13 @@ void rate_He4_He4_to_p_Li7_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  21.9764 + -201.312 * tfactors.T9i + -8.4727 * tfactors.T913i + 0.297934 * tfactors.T913
                          + 0.0582335 * tfactors.T9 + -0.00413383 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  201.312 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -8.4727 * tfactors.T943i + (1.0/3.0) * 0.297934 * tfactors.T923i
                                   + 0.0582335 + (5.0/3.0) * -0.00413383 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -29337,8 +33542,8 @@ void rate_He4_He4_to_p_Li7_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Li6_to_He4_He3_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Li6_to_He4_He3_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Li6 + p --> He4 + He3
 
@@ -29353,9 +33558,13 @@ void rate_p_Li6_to_He4_He3_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  24.3475 + -8.39481 * tfactors.T913i + -0.165254 * tfactors.T913
                          + -0.16936 * tfactors.T9 + 0.0533676 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -8.39481 * tfactors.T943i + (1.0/3.0) * -0.165254 * tfactors.T923i
                                   + -0.16936 + (5.0/3.0) * 0.0533676 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -29369,8 +33578,8 @@ void rate_p_Li6_to_He4_He3_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_d_Li6_to_n_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_d_Li6_to_n_Be7_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Li6 + d --> n + Be7
 
@@ -29385,9 +33594,13 @@ void rate_d_Li6_to_n_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  28.0095 + -4.77456e-12 * tfactors.T9i + -10.259 * tfactors.T913i + -2.01559e-09 * tfactors.T913
                          + 1.99542e-10 * tfactors.T9 + -1.65595e-11 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.77456e-12 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -10.259 * tfactors.T943i + (1.0/3.0) * -2.01559e-09 * tfactors.T923i
                                   + 1.99542e-10 + (5.0/3.0) * -1.65595e-11 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -29401,8 +33614,8 @@ void rate_d_Li6_to_n_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_d_Li6_to_p_Li7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_d_Li6_to_p_Li7_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Li6 + d --> p + Li7
 
@@ -29417,9 +33630,13 @@ void rate_d_Li6_to_p_Li7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  28.0231 + -10.135 * tfactors.T913i
                          + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -10.135 * tfactors.T943i
                                   + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -29433,8 +33650,8 @@ void rate_d_Li6_to_p_Li7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Li6_to_p_Be9_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Li6_to_p_Be9_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Li6 + He4 --> p + Be9
 
@@ -29449,9 +33666,13 @@ void rate_He4_Li6_to_p_Be9_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  25.5847 + -24.6712 * tfactors.T9i + -10.359 * tfactors.T913i + 0.102577 * tfactors.T913
                          + 4.43544 * tfactors.T9 + -5.97105 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  24.6712 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -10.359 * tfactors.T943i + (1.0/3.0) * 0.102577 * tfactors.T923i
                                   + 4.43544 + (5.0/3.0) * -5.97105 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -29466,9 +33687,13 @@ void rate_He4_Li6_to_p_Be9_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  19.8324 + -29.8312 * tfactors.T9i
                          + -0.75 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  29.8312 * tfactors.T9i * tfactors.T9i
                                   + -0.75 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -29483,9 +33708,13 @@ void rate_He4_Li6_to_p_Be9_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  19.4366 + -27.7172 * tfactors.T9i
                          + -1.0 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  27.7172 * tfactors.T9i * tfactors.T9i
                                   + -1.0 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -29499,8 +33728,8 @@ void rate_He4_Li6_to_p_Be9_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Li7_to_n_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Li7_to_n_Be7_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Li7 + p --> n + Be7
 
@@ -29515,9 +33744,13 @@ void rate_p_Li7_to_n_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  21.7899 + -19.0779 * tfactors.T9i + -0.30254 * tfactors.T913i + -0.3602 * tfactors.T913
                          + 0.17472 * tfactors.T9 + -0.0223 * tfactors.T953 + -0.4581 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  19.0779 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -0.30254 * tfactors.T943i + (1.0/3.0) * -0.3602 * tfactors.T923i
                                   + 0.17472 + (5.0/3.0) * -0.0223 * tfactors.T923 + -0.4581 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -29531,8 +33764,8 @@ void rate_p_Li7_to_n_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Li7_to_d_Li6_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Li7_to_d_Li6_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Li7 + p --> d + Li6
 
@@ -29547,9 +33780,13 @@ void rate_p_Li7_to_d_Li6_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  28.9494 + -58.3239 * tfactors.T9i + -10.135 * tfactors.T913i
                          + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  58.3239 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -10.135 * tfactors.T943i
                                   + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -29563,8 +33800,8 @@ void rate_p_Li7_to_d_Li6_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Li7_to_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Li7_to_He4_He4_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Li7 + p --> He4 + He4
 
@@ -29579,9 +33816,13 @@ void rate_p_Li7_to_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  21.8999 + -26.1527 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  26.1527 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -29596,9 +33837,13 @@ void rate_p_Li7_to_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.4438 + -8.4727 * tfactors.T913i + 0.297934 * tfactors.T913
                          + 0.0582335 * tfactors.T9 + -0.00413383 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -8.4727 * tfactors.T943i + (1.0/3.0) * 0.297934 * tfactors.T923i
                                   + 0.0582335 + (5.0/3.0) * -0.00413383 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -29613,9 +33858,13 @@ void rate_p_Li7_to_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  14.2538 + -4.478 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.478 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -29630,9 +33879,13 @@ void rate_p_Li7_to_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  11.9576 + -8.4727 * tfactors.T913i + 0.417943 * tfactors.T913
                          + 5.34565 * tfactors.T9 + -4.8684 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -8.4727 * tfactors.T943i + (1.0/3.0) * 0.417943 * tfactors.T923i
                                   + 5.34565 + (5.0/3.0) * -4.8684 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -29646,8 +33899,8 @@ void rate_p_Li7_to_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Li7_to_n_B10_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Li7_to_n_B10_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Li7 + He4 --> n + B10
 
@@ -29661,8 +33914,12 @@ void rate_He4_Li7_to_n_B10_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     // cf88n
     ln_set_rate =  19.7521 + -32.3766 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  32.3766 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -29676,8 +33933,8 @@ void rate_He4_Li7_to_n_B10_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Be7_to_p_Li7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Be7_to_p_Li7_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Be7 + n --> p + Li7
 
@@ -29692,9 +33949,13 @@ void rate_n_Be7_to_p_Li7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  21.7899 + 0.000728098 * tfactors.T9i + -0.30254 * tfactors.T913i + -0.3602 * tfactors.T913
                          + 0.17472 * tfactors.T9 + -0.0223 * tfactors.T953 + -0.4581 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.000728098 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -0.30254 * tfactors.T943i + (1.0/3.0) * -0.3602 * tfactors.T923i
                                   + 0.17472 + (5.0/3.0) * -0.0223 * tfactors.T923 + -0.4581 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -29708,8 +33969,8 @@ void rate_n_Be7_to_p_Li7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Be7_to_d_Li6_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Be7_to_d_Li6_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Be7 + n --> d + Li6
 
@@ -29724,9 +33985,13 @@ void rate_n_Be7_to_d_Li6_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  28.9358 + -39.2438 * tfactors.T9i + -10.259 * tfactors.T913i + -2.01559e-09 * tfactors.T913
                          + 1.99542e-10 * tfactors.T9 + -1.65595e-11 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  39.2438 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -10.259 * tfactors.T943i + (1.0/3.0) * -2.01559e-09 * tfactors.T923i
                                   + 1.99542e-10 + (5.0/3.0) * -1.65595e-11 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -29740,8 +34005,8 @@ void rate_n_Be7_to_d_Li6_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Be7_to_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Be7_to_He4_He4_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Be7 + n --> He4 + He4
 
@@ -29756,9 +34021,13 @@ void rate_n_Be7_to_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  18.1614 + -0.00210045 * tfactors.T913
                          + 0.000176541 * tfactors.T9 + -1.36797e-05 * tfactors.T953 + 1.00083 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.00210045 * tfactors.T923i
                                   + 0.000176541 + (5.0/3.0) * -1.36797e-05 * tfactors.T923 + 1.00083 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -29772,8 +34041,8 @@ void rate_n_Be7_to_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Be7_to_p_B10_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Be7_to_p_B10_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Be7 + He4 --> p + B10
 
@@ -29788,9 +34057,13 @@ void rate_He4_Be7_to_p_B10_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  43.9213 + -13.2872 * tfactors.T9i + -12.9754 * tfactors.T913i + -44.3224 * tfactors.T913
                          + 62.9626 * tfactors.T9 + -49.5228 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  13.2872 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -12.9754 * tfactors.T943i + (1.0/3.0) * -44.3224 * tfactors.T923i
                                   + 62.9626 + (5.0/3.0) * -49.5228 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -29805,9 +34078,13 @@ void rate_He4_Be7_to_p_B10_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -6.7467 + -13.8479 * tfactors.T9i + 0.532995 * tfactors.T913i + 22.8893 * tfactors.T913
                          + -3.08149 * tfactors.T9 + 0.218269 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  13.8479 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 0.532995 * tfactors.T943i + (1.0/3.0) * 22.8893 * tfactors.T923i
                                   + -3.08149 + (5.0/3.0) * 0.218269 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -29821,8 +34098,8 @@ void rate_He4_Be7_to_p_B10_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Be9_to_He4_Li6_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Be9_to_He4_Li6_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Be9 + p --> He4 + Li6
 
@@ -29837,9 +34114,13 @@ void rate_p_Be9_to_He4_Li6_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  26.0751 + -10.359 * tfactors.T913i + 0.102577 * tfactors.T913
                          + 4.43544 * tfactors.T9 + -5.97105 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -10.359 * tfactors.T943i + (1.0/3.0) * 0.102577 * tfactors.T923i
                                   + 4.43544 + (5.0/3.0) * -5.97105 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -29854,9 +34135,13 @@ void rate_p_Be9_to_He4_Li6_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.3228 + -5.16 * tfactors.T9i
                          + -0.75 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.16 * tfactors.T9i * tfactors.T9i
                                   + -0.75 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -29871,9 +34156,13 @@ void rate_p_Be9_to_He4_Li6_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  19.927 + -3.046 * tfactors.T9i
                          + -1.0 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.046 * tfactors.T9i * tfactors.T9i
                                   + -1.0 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -29887,8 +34176,8 @@ void rate_p_Be9_to_He4_Li6_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Be9_to_n_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Be9_to_n_C12_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Be9 + He4 --> n + C12
 
@@ -29903,9 +34192,13 @@ void rate_He4_Be9_to_n_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  11.744 + -4.179 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.179 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -29920,9 +34213,13 @@ void rate_He4_Be9_to_n_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -1.48281 + -1.834 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.834 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -29937,9 +34234,13 @@ void rate_He4_Be9_to_n_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -9.51959 + -1.184 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.184 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -29954,9 +34255,13 @@ void rate_He4_Be9_to_n_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  31.464 + -23.87 * tfactors.T913i + 0.566698 * tfactors.T913
                          + 44.0957 * tfactors.T9 + -314.232 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -23.87 * tfactors.T943i + (1.0/3.0) * 0.566698 * tfactors.T923i
                                   + 44.0957 + (5.0/3.0) * -314.232 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -29970,8 +34275,12 @@ void rate_He4_Be9_to_n_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     // cf88r
     ln_set_rate =  19.2962 + -12.732 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.732 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -29985,8 +34294,8 @@ void rate_He4_Be9_to_n_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_B10_to_He4_Li7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_B10_to_He4_Li7_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // B10 + n --> He4 + Li7
 
@@ -30001,8 +34310,12 @@ void rate_n_B10_to_He4_Li7_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.0438;
     amrex::ignore_unused(tfactors);
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 = 0.0;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30016,8 +34329,8 @@ void rate_n_B10_to_He4_Li7_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_B10_to_He4_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_B10_to_He4_Be7_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // B10 + p --> He4 + Be7
 
@@ -30032,9 +34345,13 @@ void rate_p_B10_to_He4_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -6.45503 + -0.560753 * tfactors.T9i + 0.532995 * tfactors.T913i + 22.8893 * tfactors.T913
                          + -3.08149 * tfactors.T9 + 0.218269 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.560753 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 0.532995 * tfactors.T943i + (1.0/3.0) * 22.8893 * tfactors.T923i
                                   + -3.08149 + (5.0/3.0) * 0.218269 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30049,9 +34366,13 @@ void rate_p_B10_to_He4_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  44.213 + -12.9754 * tfactors.T913i + -44.3224 * tfactors.T913
                          + 62.9626 * tfactors.T9 + -49.5228 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -12.9754 * tfactors.T943i + (1.0/3.0) * -44.3224 * tfactors.T923i
                                   + 62.9626 + (5.0/3.0) * -49.5228 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30065,8 +34386,8 @@ void rate_p_B10_to_He4_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_B10_to_n_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_B10_to_n_N13_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // B10 + He4 --> n + N13
 
@@ -30081,9 +34402,13 @@ void rate_He4_B10_to_n_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  30.5042 + -27.8719 * tfactors.T913i + -0.599503 * tfactors.T913
                          + 0.122849 * tfactors.T9 + -0.0393717 * tfactors.T953 + -0.507333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -27.8719 * tfactors.T943i + (1.0/3.0) * -0.599503 * tfactors.T923i
                                   + 0.122849 + (5.0/3.0) * -0.0393717 * tfactors.T923 + -0.507333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30097,8 +34422,8 @@ void rate_He4_B10_to_n_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_B10_to_p_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_B10_to_p_C13_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // B10 + He4 --> p + C13
 
@@ -30113,9 +34438,13 @@ void rate_He4_B10_to_p_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  34.498 + -27.99 * tfactors.T913i
                          + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -27.99 * tfactors.T943i
                                   + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30129,8 +34458,8 @@ void rate_He4_B10_to_p_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_B11_to_n_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_B11_to_n_N14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // B11 + He4 --> n + N14
 
@@ -30145,9 +34474,13 @@ void rate_He4_B11_to_n_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  29.5726 + -28.234 * tfactors.T913i + -0.325987 * tfactors.T913
                          + 30.135 * tfactors.T9 + -78.4165 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -28.234 * tfactors.T943i + (1.0/3.0) * -0.325987 * tfactors.T923i
                                   + 30.135 + (5.0/3.0) * -78.4165 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30162,9 +34495,13 @@ void rate_He4_B11_to_n_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  15.3084 + -8.596 * tfactors.T9i
                          + 0.6 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  8.596 * tfactors.T9i * tfactors.T9i
                                   + 0.6 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30179,9 +34516,13 @@ void rate_He4_B11_to_n_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  7.44425 + -5.178 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.178 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30196,9 +34537,13 @@ void rate_He4_B11_to_n_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  0.582216 + -2.827 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.827 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30212,8 +34557,8 @@ void rate_He4_B11_to_n_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_B11_to_p_C14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_B11_to_p_C14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // B11 + He4 --> p + C14
 
@@ -30228,9 +34573,13 @@ void rate_He4_B11_to_p_C14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  5.48852 + -5.147 * tfactors.T9i + -5.81643e-09 * tfactors.T913i + 1.24374e-08 * tfactors.T913
                          + -9.55069e-10 * tfactors.T9 + 6.81706e-11 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.147 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -5.81643e-09 * tfactors.T943i + (1.0/3.0) * 1.24374e-08 * tfactors.T923i
                                   + -9.55069e-10 + (5.0/3.0) * 6.81706e-11 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30245,9 +34594,13 @@ void rate_He4_B11_to_p_C14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  6.1942 + -5.157 * tfactors.T9i + -2.8504e-09 * tfactors.T913i + 5.85721e-09 * tfactors.T913
                          + -4.34052e-10 * tfactors.T9 + 3.01373e-11 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.157 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -2.8504e-09 * tfactors.T943i + (1.0/3.0) * 5.85721e-09 * tfactors.T923i
                                   + -4.34052e-10 + (5.0/3.0) * 3.01373e-11 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30262,9 +34615,13 @@ void rate_He4_B11_to_p_C14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  178.316 + -0.19519 * tfactors.T9i + 4.28912 * tfactors.T913i + -214.72 * tfactors.T913
                          + 57.4073 * tfactors.T9 + -25.5329 * tfactors.T953 + 53.0473 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.19519 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 4.28912 * tfactors.T943i + (1.0/3.0) * -214.72 * tfactors.T923i
                                   + 57.4073 + (5.0/3.0) * -25.5329 * tfactors.T923 + 53.0473 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30279,9 +34636,13 @@ void rate_He4_B11_to_p_C14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  15.4137 + -11.26 * tfactors.T9i + -1.87598e-08 * tfactors.T913i + 3.26423e-08 * tfactors.T913
                          + -2.18782e-09 * tfactors.T9 + 1.43323e-10 * tfactors.T953 + 0.6 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  11.26 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -1.87598e-08 * tfactors.T943i + (1.0/3.0) * 3.26423e-08 * tfactors.T923i
                                   + -2.18782e-09 + (5.0/3.0) * 1.43323e-10 * tfactors.T923 + 0.6 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30296,9 +34657,13 @@ void rate_He4_B11_to_p_C14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -5.21398 + -2.868 * tfactors.T9i + 2.62625e-09 * tfactors.T913i + -6.58921e-09 * tfactors.T913
                          + 5.62244e-10 * tfactors.T9 + -4.28925e-11 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.868 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 2.62625e-09 * tfactors.T943i + (1.0/3.0) * -6.58921e-09 * tfactors.T923i
                                   + 5.62244e-10 + (5.0/3.0) * -4.28925e-11 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30312,8 +34677,8 @@ void rate_He4_B11_to_p_C14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_C12_to_He4_Be9_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_C12_to_He4_Be9_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + n --> He4 + Be9
 
@@ -30328,9 +34693,13 @@ void rate_n_C12_to_He4_Be9_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  0.858256 + -67.9913 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  67.9913 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30345,9 +34714,13 @@ void rate_n_C12_to_He4_Be9_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -7.17852 + -67.3413 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  67.3413 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30362,9 +34735,13 @@ void rate_n_C12_to_He4_Be9_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  33.8051 + -66.1573 * tfactors.T9i + -23.87 * tfactors.T913i + 0.566698 * tfactors.T913
                          + 44.0957 * tfactors.T9 + -314.232 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  66.1573 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -23.87 * tfactors.T943i + (1.0/3.0) * 0.566698 * tfactors.T923i
                                   + 44.0957 + (5.0/3.0) * -314.232 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30378,8 +34755,12 @@ void rate_n_C12_to_He4_Be9_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     // cf88r
     ln_set_rate =  21.6373 + -78.8893 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  78.8893 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30394,9 +34775,13 @@ void rate_n_C12_to_He4_Be9_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  14.0851 + -70.3363 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  70.3363 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30410,8 +34795,8 @@ void rate_n_C12_to_He4_Be9_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_C12_to_n_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_C12_to_n_O15_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + He4 --> n + O15
 
@@ -30426,9 +34811,13 @@ void rate_He4_C12_to_n_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  17.0115 + -98.6615 * tfactors.T9i + 0.124787 * tfactors.T913
                          + 0.0588937 * tfactors.T9 + -0.00679206 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  98.6615 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 0.124787 * tfactors.T923i
                                   + 0.0588937 + (5.0/3.0) * -0.00679206 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30442,8 +34831,8 @@ void rate_He4_C12_to_n_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_C12_to_p_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_C12_to_p_N15_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + He4 --> p + N15
 
@@ -30458,9 +34847,13 @@ void rate_He4_C12_to_p_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  27.118 + -57.6279 * tfactors.T9i + -15.253 * tfactors.T913i + 1.59318 * tfactors.T913
                          + 2.4479 * tfactors.T9 + -2.19708 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  57.6279 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -15.253 * tfactors.T943i + (1.0/3.0) * 1.59318 * tfactors.T923i
                                   + 2.4479 + (5.0/3.0) * -2.19708 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30475,9 +34868,13 @@ void rate_He4_C12_to_p_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -6.93365 + -58.7917 * tfactors.T9i + 22.7105 * tfactors.T913
                          + -2.90707 * tfactors.T9 + 0.205754 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  58.7917 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 22.7105 * tfactors.T923i
                                   + -2.90707 + (5.0/3.0) * 0.205754 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30492,9 +34889,13 @@ void rate_He4_C12_to_p_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.5388 + -65.034 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  65.034 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30509,9 +34910,13 @@ void rate_He4_C12_to_p_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -5.2319 + -59.6491 * tfactors.T9i + 30.8497 * tfactors.T913
                          + -8.50433 * tfactors.T9 + -1.54426 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  59.6491 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 30.8497 * tfactors.T923i
                                   + -8.50433 + (5.0/3.0) * -1.54426 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30525,8 +34930,8 @@ void rate_He4_C12_to_p_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_C12_to_n_Mg23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_C12_to_n_Mg23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + C12 --> n + Mg23
 
@@ -30541,9 +34946,13 @@ void rate_C12_C12_to_n_Mg23_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -12.8056 + -30.1498 * tfactors.T9i + 11.4826 * tfactors.T913
                          + 1.82849 * tfactors.T9 + -0.34844 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  30.1498 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 11.4826 * tfactors.T923i
                                   + 1.82849 + (5.0/3.0) * -0.34844 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30557,8 +34966,8 @@ void rate_C12_C12_to_n_Mg23_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + C12 --> p + Na23
 
@@ -30573,9 +34982,13 @@ void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  60.9649 + -84.165 * tfactors.T913i + -1.4191 * tfactors.T913
                          + -0.114619 * tfactors.T9 + -0.070307 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -84.165 * tfactors.T943i + (1.0/3.0) * -1.4191 * tfactors.T923i
                                   + -0.114619 + (5.0/3.0) * -0.070307 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30589,8 +35002,8 @@ void rate_C12_C12_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C12 + C12 --> He4 + Ne20
 
@@ -30605,9 +35018,13 @@ void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  61.2863 + -84.165 * tfactors.T913i + -1.56627 * tfactors.T913
                          + -0.0736084 * tfactors.T9 + -0.072797 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -84.165 * tfactors.T943i + (1.0/3.0) * -1.56627 * tfactors.T923i
                                   + -0.0736084 + (5.0/3.0) * -0.072797 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30621,8 +35038,8 @@ void rate_C12_C12_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, a
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_C13_to_n_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_C13_to_n_N13_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C13 + p --> n + N13
 
@@ -30637,9 +35054,13 @@ void rate_p_C13_to_n_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  17.7625 + -34.8483 * tfactors.T9i + 1.26126 * tfactors.T913
                          + -0.204952 * tfactors.T9 + 0.0310523 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  34.8483 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 1.26126 * tfactors.T923i
                                   + -0.204952 + (5.0/3.0) * 0.0310523 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30653,8 +35074,8 @@ void rate_p_C13_to_n_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_C13_to_He4_B10_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_C13_to_He4_B10_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C13 + p --> He4 + B10
 
@@ -30669,9 +35090,13 @@ void rate_p_C13_to_He4_B10_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  36.7435 + -47.1362 * tfactors.T9i + -27.99 * tfactors.T913i
                          + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  47.1362 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -27.99 * tfactors.T943i
                                   + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30685,8 +35110,8 @@ void rate_p_C13_to_He4_B10_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_d_C13_to_n_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_d_C13_to_n_N14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C13 + d --> n + N14
 
@@ -30701,9 +35126,13 @@ void rate_d_C13_to_n_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  27.1993 + -0.00261944 * tfactors.T9i + -16.8935 * tfactors.T913i + 4.06445 * tfactors.T913
                          + -1.1715 * tfactors.T9 + 0.118556 * tfactors.T953 + -1.13937 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.00261944 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -16.8935 * tfactors.T943i + (1.0/3.0) * 4.06445 * tfactors.T923i
                                   + -1.1715 + (5.0/3.0) * 0.118556 * tfactors.T923 + -1.13937 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30717,8 +35146,8 @@ void rate_d_C13_to_n_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_C13_to_n_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_C13_to_n_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C13 + He4 --> n + O16
 
@@ -30733,9 +35162,13 @@ void rate_He4_C13_to_n_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  62.5775 + -0.0277331 * tfactors.T9i + -32.3917 * tfactors.T913i + -48.934 * tfactors.T913
                          + 44.1843 * tfactors.T9 + -20.8743 * tfactors.T953 + 2.02494 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.0277331 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -32.3917 * tfactors.T943i + (1.0/3.0) * -48.934 * tfactors.T923i
                                   + 44.1843 + (5.0/3.0) * -20.8743 * tfactors.T923 + 2.02494 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30750,9 +35183,13 @@ void rate_He4_C13_to_n_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  79.3008 + -0.30489 * tfactors.T9i + 7.43132 * tfactors.T913i + -84.8689 * tfactors.T913
                          + 3.65083 * tfactors.T9 + -0.148015 * tfactors.T953 + 37.6008 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.30489 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 7.43132 * tfactors.T943i + (1.0/3.0) * -84.8689 * tfactors.T923i
                                   + 3.65083 + (5.0/3.0) * -0.148015 * tfactors.T923 + 37.6008 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30766,8 +35203,8 @@ void rate_He4_C13_to_n_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_C14_to_n_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_C14_to_n_N14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C14 + p --> n + N14
 
@@ -30782,9 +35219,13 @@ void rate_p_C14_to_n_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  5.23589 + -7.26442 * tfactors.T9i + 12.3428 * tfactors.T913
                          + -2.70025 * tfactors.T9 + 0.236625 * tfactors.T953 + 1.0 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  7.26442 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 12.3428 * tfactors.T923i
                                   + -2.70025 + (5.0/3.0) * 0.236625 * tfactors.T923 + 1.0 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30799,9 +35240,13 @@ void rate_p_C14_to_n_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  14.7608 + -7.26442 * tfactors.T9i + -4.33989 * tfactors.T913
                          + 11.4311 * tfactors.T9 + -11.7764 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  7.26442 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -4.33989 * tfactors.T923i
                                   + 11.4311 + (5.0/3.0) * -11.7764 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30815,8 +35260,8 @@ void rate_p_C14_to_n_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_C14_to_He4_B11_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_C14_to_He4_B11_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C14 + p --> He4 + B11
 
@@ -30831,9 +35276,13 @@ void rate_p_C14_to_He4_B11_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -2.80313 + -11.965 * tfactors.T9i + 2.62625e-09 * tfactors.T913i + -6.58921e-09 * tfactors.T913
                          + 5.62244e-10 * tfactors.T9 + -4.28925e-11 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  11.965 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 2.62625e-09 * tfactors.T943i + (1.0/3.0) * -6.58921e-09 * tfactors.T923i
                                   + 5.62244e-10 + (5.0/3.0) * -4.28925e-11 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30848,9 +35297,13 @@ void rate_p_C14_to_He4_B11_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  7.89937 + -14.244 * tfactors.T9i + -5.81643e-09 * tfactors.T913i + 1.24374e-08 * tfactors.T913
                          + -9.55069e-10 * tfactors.T9 + 6.81706e-11 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  14.244 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -5.81643e-09 * tfactors.T943i + (1.0/3.0) * 1.24374e-08 * tfactors.T923i
                                   + -9.55069e-10 + (5.0/3.0) * 6.81706e-11 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30865,9 +35318,13 @@ void rate_p_C14_to_He4_B11_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  8.60505 + -14.254 * tfactors.T9i + -2.8504e-09 * tfactors.T913i + 5.85721e-09 * tfactors.T913
                          + -4.34052e-10 * tfactors.T9 + 3.01373e-11 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  14.254 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -2.8504e-09 * tfactors.T943i + (1.0/3.0) * 5.85721e-09 * tfactors.T923i
                                   + -4.34052e-10 + (5.0/3.0) * 3.01373e-11 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30882,9 +35339,13 @@ void rate_p_C14_to_He4_B11_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  180.727 + -9.29223 * tfactors.T9i + 4.28912 * tfactors.T913i + -214.72 * tfactors.T913
                          + 57.4073 * tfactors.T9 + -25.5329 * tfactors.T953 + 53.0473 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  9.29223 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 4.28912 * tfactors.T943i + (1.0/3.0) * -214.72 * tfactors.T923i
                                   + 57.4073 + (5.0/3.0) * -25.5329 * tfactors.T923 + 53.0473 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30899,9 +35360,13 @@ void rate_p_C14_to_He4_B11_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  17.8245 + -20.357 * tfactors.T9i + -1.87598e-08 * tfactors.T913i + 3.26423e-08 * tfactors.T913
                          + -2.18782e-09 * tfactors.T9 + 1.43323e-10 * tfactors.T953 + 0.6 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  20.357 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -1.87598e-08 * tfactors.T943i + (1.0/3.0) * 3.26423e-08 * tfactors.T923i
                                   + -2.18782e-09 + (5.0/3.0) * 1.43323e-10 * tfactors.T923 + 0.6 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30915,8 +35380,8 @@ void rate_p_C14_to_He4_B11_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_d_C14_to_n_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_d_C14_to_n_N15_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C14 + d --> n + N15
 
@@ -30931,9 +35396,13 @@ void rate_d_C14_to_n_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  33.5637 + -16.939 * tfactors.T913i + -4.14392 * tfactors.T913
                          + 0.438623 * tfactors.T9 + -0.0354193 * tfactors.T953 + 0.333333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -16.939 * tfactors.T943i + (1.0/3.0) * -4.14392 * tfactors.T923i
                                   + 0.438623 + (5.0/3.0) * -0.0354193 * tfactors.T923 + 0.333333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30948,9 +35417,13 @@ void rate_d_C14_to_n_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  30.6841 + -16.939 * tfactors.T913i + -0.582342 * tfactors.T913
                          + -8.17066 * tfactors.T9 + 1.70865 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -16.939 * tfactors.T943i + (1.0/3.0) * -0.582342 * tfactors.T923i
                                   + -8.17066 + (5.0/3.0) * 1.70865 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30964,8 +35437,8 @@ void rate_d_C14_to_n_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_C14_to_n_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_C14_to_n_O17_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // C14 + He4 --> n + O17
 
@@ -30980,9 +35453,13 @@ void rate_He4_C14_to_n_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  18.7889 + -23.8496 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  23.8496 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -30997,9 +35474,13 @@ void rate_He4_C14_to_n_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  14.4267 + -23.0516 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  23.0516 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -31013,8 +35494,12 @@ void rate_He4_C14_to_n_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     // kg91n
     ln_set_rate =  11.0417 + -21.0906 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  21.0906 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -31028,8 +35513,8 @@ void rate_He4_C14_to_n_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_N13_to_p_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_N13_to_p_C13_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N13 + n --> p + C13
 
@@ -31044,9 +35529,13 @@ void rate_n_N13_to_p_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  17.7625 + 1.26126 * tfactors.T913
                          + -0.204952 * tfactors.T9 + 0.0310523 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 1.26126 * tfactors.T923i
                                   + -0.204952 + (5.0/3.0) * 0.0310523 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -31060,8 +35549,8 @@ void rate_n_N13_to_p_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_N13_to_He4_B10_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_N13_to_He4_B10_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N13 + n --> He4 + B10
 
@@ -31076,9 +35565,13 @@ void rate_n_N13_to_He4_B10_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  32.7497 + -12.2892 * tfactors.T9i + -27.8719 * tfactors.T913i + -0.599503 * tfactors.T913
                          + 0.122849 * tfactors.T9 + -0.0393717 * tfactors.T953 + -0.507333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.2892 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -27.8719 * tfactors.T943i + (1.0/3.0) * -0.599503 * tfactors.T923i
                                   + 0.122849 + (5.0/3.0) * -0.0393717 * tfactors.T923 + -0.507333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -31092,8 +35585,8 @@ void rate_n_N13_to_He4_B10_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N13 + He4 --> p + O16
 
@@ -31108,9 +35601,13 @@ void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  40.4644 + -35.829 * tfactors.T913i + -0.530275 * tfactors.T913
                          + -0.982462 * tfactors.T9 + 0.0808059 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -35.829 * tfactors.T943i + (1.0/3.0) * -0.530275 * tfactors.T923i
                                   + -0.982462 + (5.0/3.0) * 0.0808059 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -31124,8 +35621,8 @@ void rate_He4_N13_to_p_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_N14_to_p_C14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_N14_to_p_C14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N14 + n --> p + C14
 
@@ -31140,9 +35637,13 @@ void rate_n_N14_to_p_C14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  4.13728 + 12.3428 * tfactors.T913
                          + -2.70025 * tfactors.T9 + 0.236625 * tfactors.T953 + 1.0 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 12.3428 * tfactors.T923i
                                   + -2.70025 + (5.0/3.0) * 0.236625 * tfactors.T923 + 1.0 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -31157,9 +35658,13 @@ void rate_n_N14_to_p_C14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  13.6622 + -4.33989 * tfactors.T913
                          + 11.4311 * tfactors.T9 + -11.7764 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -4.33989 * tfactors.T923i
                                   + 11.4311 + (5.0/3.0) * -11.7764 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -31173,8 +35678,8 @@ void rate_n_N14_to_p_C14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_N14_to_d_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_N14_to_d_C13_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N14 + n --> d + C13
 
@@ -31189,9 +35694,13 @@ void rate_n_N14_to_d_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  28.1279 + -61.8182 * tfactors.T9i + -16.8935 * tfactors.T913i + 4.06445 * tfactors.T913
                          + -1.1715 * tfactors.T9 + 0.118556 * tfactors.T953 + -1.13937 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  61.8182 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -16.8935 * tfactors.T943i + (1.0/3.0) * 4.06445 * tfactors.T923i
                                   + -1.1715 + (5.0/3.0) * 0.118556 * tfactors.T923 + -1.13937 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -31205,8 +35714,8 @@ void rate_n_N14_to_d_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_N14_to_He4_B11_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_N14_to_He4_B11_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N14 + n --> He4 + B11
 
@@ -31221,9 +35730,13 @@ void rate_n_N14_to_He4_B11_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  8.75648 + -7.01151 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  7.01151 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -31238,9 +35751,13 @@ void rate_n_N14_to_He4_B11_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  1.89445 + -4.66051 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.66051 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -31255,9 +35772,13 @@ void rate_n_N14_to_He4_B11_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  30.8848 + -1.83351 * tfactors.T9i + -28.234 * tfactors.T913i + -0.325987 * tfactors.T913
                          + 30.135 * tfactors.T9 + -78.4165 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.83351 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -28.234 * tfactors.T943i + (1.0/3.0) * -0.325987 * tfactors.T923i
                                   + 30.135 + (5.0/3.0) * -78.4165 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -31272,9 +35793,13 @@ void rate_n_N14_to_He4_B11_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  16.6206 + -10.4295 * tfactors.T9i
                          + 0.6 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.4295 * tfactors.T9i * tfactors.T9i
                                   + 0.6 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -31288,8 +35813,8 @@ void rate_n_N14_to_He4_B11_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_N14_to_n_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_N14_to_n_O14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N14 + p --> n + O14
 
@@ -31304,9 +35829,13 @@ void rate_p_N14_to_n_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  11.3432 + -68.7567 * tfactors.T9i + 5.48024 * tfactors.T913
                          + -0.764072 * tfactors.T9 + 0.0587804 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  68.7567 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 5.48024 * tfactors.T923i
                                   + -0.764072 + (5.0/3.0) * 0.0587804 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -31320,8 +35849,8 @@ void rate_p_N14_to_n_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_N14_to_n_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_N14_to_n_F17_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N14 + He4 --> n + F17
 
@@ -31336,9 +35865,13 @@ void rate_He4_N14_to_n_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  19.2094 + -54.9473 * tfactors.T9i + -0.712285 * tfactors.T913
                          + 0.240317 * tfactors.T9 + -0.0201705 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  54.9473 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.712285 * tfactors.T923i
                                   + 0.240317 + (5.0/3.0) * -0.0201705 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -31352,8 +35885,8 @@ void rate_He4_N14_to_n_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_N14_to_p_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_N14_to_p_O17_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N14 + He4 --> p + O17
 
@@ -31368,9 +35901,13 @@ void rate_He4_N14_to_p_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  5.13169 + -15.9452 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  15.9452 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -31385,9 +35922,13 @@ void rate_He4_N14_to_p_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -7.60954 + -14.5839 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  14.5839 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -31402,9 +35943,13 @@ void rate_He4_N14_to_p_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  19.1771 + -13.8305 * tfactors.T9i + -16.9078 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  13.8305 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -16.9078 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -31419,9 +35964,13 @@ void rate_He4_N14_to_p_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  9.77209 + -18.7891 * tfactors.T9i + 5.10182 * tfactors.T913
                          + 0.379373 * tfactors.T9 + -0.0672515 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  18.7891 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 5.10182 * tfactors.T923i
                                   + 0.379373 + (5.0/3.0) * -0.0672515 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -31435,8 +35984,8 @@ void rate_He4_N14_to_p_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_N15_to_d_C14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_N15_to_d_C14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N15 + n --> d + C14
 
@@ -31451,9 +36000,13 @@ void rate_n_N15_to_d_C14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  34.2122 + -92.6344 * tfactors.T9i + -16.939 * tfactors.T913i + -4.14392 * tfactors.T913
                          + 0.438623 * tfactors.T9 + -0.0354193 * tfactors.T953 + 0.333333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  92.6344 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -16.939 * tfactors.T943i + (1.0/3.0) * -4.14392 * tfactors.T923i
                                   + 0.438623 + (5.0/3.0) * -0.0354193 * tfactors.T923 + 0.333333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -31468,9 +36021,13 @@ void rate_n_N15_to_d_C14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  31.3326 + -92.6344 * tfactors.T9i + -16.939 * tfactors.T913i + -0.582342 * tfactors.T913
                          + -8.17066 * tfactors.T9 + 1.70865 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  92.6344 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -16.939 * tfactors.T943i + (1.0/3.0) * -0.582342 * tfactors.T923i
                                   + -8.17066 + (5.0/3.0) * 1.70865 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -31484,8 +36041,8 @@ void rate_n_N15_to_d_C14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_N15_to_n_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_N15_to_n_O15_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N15 + p --> n + O15
 
@@ -31500,9 +36057,13 @@ void rate_p_N15_to_n_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  18.3942 + -41.0335 * tfactors.T9i + 0.331392 * tfactors.T913
                          + 0.0171473 * tfactors.T9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  41.0335 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 0.331392 * tfactors.T923i
                                   + 0.0171473;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -31516,8 +36077,8 @@ void rate_p_N15_to_n_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N15 + p --> He4 + C12
 
@@ -31532,9 +36093,13 @@ void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  27.4764 + -15.253 * tfactors.T913i + 1.59318 * tfactors.T913
                          + 2.4479 * tfactors.T9 + -2.19708 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -15.253 * tfactors.T943i + (1.0/3.0) * 1.59318 * tfactors.T923i
                                   + 2.4479 + (5.0/3.0) * -2.19708 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -31549,9 +36114,13 @@ void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -6.57522 + -1.1638 * tfactors.T9i + 22.7105 * tfactors.T913
                          + -2.90707 * tfactors.T9 + 0.205754 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.1638 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 22.7105 * tfactors.T923i
                                   + -2.90707 + (5.0/3.0) * 0.205754 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -31566,9 +36135,13 @@ void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.8972 + -7.406 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  7.406 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -31583,9 +36156,13 @@ void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -4.87347 + -2.02117 * tfactors.T9i + 30.8497 * tfactors.T913
                          + -8.50433 * tfactors.T9 + -1.54426 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.02117 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 30.8497 * tfactors.T923i
                                   + -8.50433 + (5.0/3.0) * -1.54426 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -31599,8 +36176,8 @@ void rate_p_N15_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_N15_to_n_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_N15_to_n_F18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N15 + He4 --> n + F18
 
@@ -31615,9 +36192,13 @@ void rate_He4_N15_to_n_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  18.0938 + -74.4713 * tfactors.T9i + 1.74308 * tfactors.T913
                          + -1.15123 * tfactors.T9 + 0.135196 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  74.4713 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 1.74308 * tfactors.T923i
                                   + -1.15123 + (5.0/3.0) * 0.135196 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -31631,8 +36212,8 @@ void rate_He4_N15_to_n_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_N15_to_p_O18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_N15_to_p_O18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // N15 + He4 --> p + O18
 
@@ -31647,9 +36228,13 @@ void rate_He4_N15_to_p_O18_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  8.46654 + -47.8616 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  47.8616 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -31664,9 +36249,13 @@ void rate_He4_N15_to_p_O18_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -29.7104 + -46.4444 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  46.4444 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -31681,9 +36270,13 @@ void rate_He4_N15_to_p_O18_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  25.1611 + -46.1986 * tfactors.T9i + -16.6979 * tfactors.T913i
                          + -3.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  46.1986 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -16.6979 * tfactors.T943i
                                   + (5.0/3.0) * -3.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -31698,9 +36291,13 @@ void rate_He4_N15_to_p_O18_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  7.13756 + -51.5219 * tfactors.T9i + 11.6568 * tfactors.T913
                          + -2.16303 * tfactors.T9 + 0.209965 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  51.5219 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 11.6568 * tfactors.T923i
                                   + -2.16303 + (5.0/3.0) * 0.209965 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -31714,8 +36311,8 @@ void rate_He4_N15_to_p_O18_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_O14_to_p_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_O14_to_p_N14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O14 + n --> p + N14
 
@@ -31730,9 +36327,13 @@ void rate_n_O14_to_p_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  12.4418 + 5.48024 * tfactors.T913
                          + -0.764072 * tfactors.T9 + 0.0587804 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 5.48024 * tfactors.T923i
                                   + -0.764072 + (5.0/3.0) * 0.0587804 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -31746,8 +36347,8 @@ void rate_n_O14_to_p_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O14 + He4 --> p + F17
 
@@ -31762,9 +36363,13 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  12.1289 + -12.0223 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.0223 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -31779,9 +36384,13 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  18.6518 + -26.0 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  26.0 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -31796,9 +36405,13 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  40.8358 + -39.388 * tfactors.T913i + -17.4673 * tfactors.T913
                          + 35.3029 * tfactors.T9 + -24.8162 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.388 * tfactors.T943i + (1.0/3.0) * -17.4673 * tfactors.T923i
                                   + 35.3029 + (5.0/3.0) * -24.8162 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -31813,9 +36426,13 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  16.3087 + -22.51 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  22.51 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -31830,9 +36447,13 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  11.1184 + -13.6 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  13.6 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -31847,9 +36468,13 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -106.091 + -0.453036 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.453036 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -31863,8 +36488,8 @@ void rate_He4_O14_to_p_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_O15_to_p_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_O15_to_p_N15_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O15 + n --> p + N15
 
@@ -31879,9 +36504,13 @@ void rate_n_O15_to_p_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  18.3942 + 0.331392 * tfactors.T913
                          + 0.0171473 * tfactors.T9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 0.331392 * tfactors.T923i
                                   + 0.0171473;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -31895,8 +36524,8 @@ void rate_n_O15_to_p_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_O15_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_O15_to_He4_C12_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O15 + n --> He4 + C12
 
@@ -31911,9 +36540,13 @@ void rate_n_O15_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  17.3699 + 0.124787 * tfactors.T913
                          + 0.0588937 * tfactors.T9 + -0.00679206 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 0.124787 * tfactors.T923i
                                   + 0.0588937 + (5.0/3.0) * -0.00679206 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -31927,8 +36560,8 @@ void rate_n_O15_to_He4_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O15_to_n_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O15_to_n_Ne18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O15 + He4 --> n + Ne18
 
@@ -31943,9 +36576,13 @@ void rate_He4_O15_to_n_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  16.2469 + -94.0888 * tfactors.T9i + 0.377325 * tfactors.T913
                          + 0.0968945 * tfactors.T9 + -0.007769 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  94.0888 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 0.377325 * tfactors.T923i
                                   + 0.0968945 + (5.0/3.0) * -0.007769 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -31959,8 +36596,8 @@ void rate_He4_O15_to_n_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O15_to_p_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O15_to_p_F18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O15 + He4 --> p + F18
 
@@ -31975,9 +36612,13 @@ void rate_He4_O15_to_p_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  61.2985 + -33.4459 * tfactors.T9i + -21.4023 * tfactors.T913i + -80.8891 * tfactors.T913
                          + 134.6 * tfactors.T9 + -126.504 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  33.4459 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -21.4023 * tfactors.T943i + (1.0/3.0) * -80.8891 * tfactors.T923i
                                   + 134.6 + (5.0/3.0) * -126.504 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -31992,9 +36633,13 @@ void rate_He4_O15_to_p_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  1.04969 + -36.4627 * tfactors.T9i + 13.3223 * tfactors.T913
                          + -1.36696 * tfactors.T9 + 0.0757363 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  36.4627 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 13.3223 * tfactors.T923i
                                   + -1.36696 + (5.0/3.0) * 0.0757363 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32009,9 +36654,13 @@ void rate_He4_O15_to_p_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -32.4461 + -33.8223 * tfactors.T9i + 61.738 * tfactors.T913
                          + -108.29 * tfactors.T9 + -34.2365 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  33.8223 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 61.738 * tfactors.T923i
                                   + -108.29 + (5.0/3.0) * -34.2365 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32025,8 +36674,8 @@ void rate_He4_O15_to_p_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_O16_to_He4_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_O16_to_He4_C13_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + n --> He4 + C13
 
@@ -32041,9 +36690,13 @@ void rate_n_O16_to_He4_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  64.3455 + -25.7388 * tfactors.T9i + -32.3917 * tfactors.T913i + -48.934 * tfactors.T913
                          + 44.1843 * tfactors.T9 + -20.8743 * tfactors.T953 + 2.02494 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  25.7388 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -32.3917 * tfactors.T943i + (1.0/3.0) * -48.934 * tfactors.T923i
                                   + 44.1843 + (5.0/3.0) * -20.8743 * tfactors.T923 + 2.02494 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32058,9 +36711,13 @@ void rate_n_O16_to_He4_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  81.0688 + -26.0159 * tfactors.T9i + 7.43132 * tfactors.T913i + -84.8689 * tfactors.T913
                          + 3.65083 * tfactors.T9 + -0.148015 * tfactors.T953 + 37.6008 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  26.0159 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 7.43132 * tfactors.T943i + (1.0/3.0) * -84.8689 * tfactors.T923i
                                   + 3.65083 + (5.0/3.0) * -0.148015 * tfactors.T923 + 37.6008 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32074,8 +36731,8 @@ void rate_n_O16_to_He4_C13_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O16_to_He4_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O16_to_He4_N13_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + p --> He4 + N13
 
@@ -32090,9 +36747,13 @@ void rate_p_O16_to_He4_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  42.2324 + -60.5523 * tfactors.T9i + -35.829 * tfactors.T913i + -0.530275 * tfactors.T913
                          + -0.982462 * tfactors.T9 + 0.0808059 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  60.5523 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -35.829 * tfactors.T943i + (1.0/3.0) * -0.530275 * tfactors.T923i
                                   + -0.982462 + (5.0/3.0) * 0.0808059 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32106,8 +36767,8 @@ void rate_p_O16_to_He4_N13_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O16_to_n_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O16_to_n_Ne19_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + He4 --> n + Ne19
 
@@ -32122,9 +36783,13 @@ void rate_He4_O16_to_n_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  17.2055 + -140.818 * tfactors.T9i + 1.70736 * tfactors.T913
                          + -0.132579 * tfactors.T9 + 0.00454218 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  140.818 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 1.70736 * tfactors.T923i
                                   + -0.132579 + (5.0/3.0) * 0.00454218 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32138,8 +36803,8 @@ void rate_He4_O16_to_n_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O16_to_p_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O16_to_p_F19_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + He4 --> p + F19
 
@@ -32154,9 +36819,13 @@ void rate_He4_O16_to_p_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  7.80363 + -96.6272 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  96.6272 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32171,9 +36840,13 @@ void rate_He4_O16_to_p_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -53.1397 + -94.2866 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  94.2866 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32188,9 +36861,13 @@ void rate_He4_O16_to_p_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  25.8562 + -94.1589 * tfactors.T9i + -18.116 * tfactors.T913i
                          + 1.86674 * tfactors.T9 + -7.5666 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  94.1589 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -18.116 * tfactors.T943i
                                   + 1.86674 + (5.0/3.0) * -7.5666 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32205,9 +36882,13 @@ void rate_He4_O16_to_p_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  13.9232 + -97.4449 * tfactors.T9i
                          + -0.21103 * tfactors.T9 + 2.87702 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  97.4449 * tfactors.T9i * tfactors.T9i
                                   + -0.21103 + 2.87702 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32222,9 +36903,13 @@ void rate_He4_O16_to_p_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  14.7601 + -97.9108 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  97.9108 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32238,8 +36923,8 @@ void rate_He4_O16_to_p_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_O16_to_p_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_O16_to_p_Al27_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + C12 --> p + Al27
 
@@ -32254,9 +36939,13 @@ void rate_C12_O16_to_p_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  68.5253 + 0.205134 * tfactors.T9i + -119.242 * tfactors.T913i + 13.3667 * tfactors.T913
                          + 0.295425 * tfactors.T9 + -0.267288 * tfactors.T953 + -9.91729 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.205134 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -119.242 * tfactors.T943i + (1.0/3.0) * 13.3667 * tfactors.T923i
                                   + 0.295425 + (5.0/3.0) * -0.267288 * tfactors.T923 + -9.91729 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32270,8 +36959,8 @@ void rate_C12_O16_to_p_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_O16_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_O16_to_He4_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + C12 --> He4 + Mg24
 
@@ -32286,9 +36975,13 @@ void rate_C12_O16_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  48.5341 + 0.37204 * tfactors.T9i + -133.413 * tfactors.T913i + 50.1572 * tfactors.T913
                          + -3.15987 * tfactors.T9 + 0.0178251 * tfactors.T953 + -23.7027 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.37204 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -133.413 * tfactors.T943i + (1.0/3.0) * 50.1572 * tfactors.T923i
                                   + -3.15987 + (5.0/3.0) * 0.0178251 * tfactors.T923 + -23.7027 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32302,8 +36995,8 @@ void rate_C12_O16_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, a
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_O16_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O16_O16_to_p_P31_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + O16 --> p + P31
 
@@ -32318,9 +37011,13 @@ void rate_O16_O16_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  85.2628 + 0.223453 * tfactors.T9i + -145.844 * tfactors.T913i + 8.72612 * tfactors.T913
                          + -0.554035 * tfactors.T9 + -0.137562 * tfactors.T953 + -6.88807 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.223453 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -145.844 * tfactors.T943i + (1.0/3.0) * 8.72612 * tfactors.T923i
                                   + -0.554035 + (5.0/3.0) * -0.137562 * tfactors.T923 + -6.88807 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32334,8 +37031,8 @@ void rate_O16_O16_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_O16_O16_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_O16_O16_to_He4_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O16 + O16 --> He4 + Si28
 
@@ -32350,9 +37047,13 @@ void rate_O16_O16_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  97.2435 + -0.268514 * tfactors.T9i + -119.324 * tfactors.T913i + -32.2497 * tfactors.T913
                          + 1.46214 * tfactors.T9 + -0.200893 * tfactors.T953 + 13.2148 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.268514 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -119.324 * tfactors.T943i + (1.0/3.0) * -32.2497 * tfactors.T923i
                                   + 1.46214 + (5.0/3.0) * -0.200893 * tfactors.T923 + 13.2148 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32366,8 +37067,8 @@ void rate_O16_O16_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, a
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_O17_to_He4_C14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_O17_to_He4_C14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O17 + n --> He4 + C14
 
@@ -32382,9 +37083,13 @@ void rate_n_O17_to_He4_C14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  13.73 + -1.961 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.961 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32399,8 +37104,12 @@ void rate_n_O17_to_He4_C14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  10.345;
     amrex::ignore_unused(tfactors);
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 = 0.0;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32415,9 +37124,13 @@ void rate_n_O17_to_He4_C14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  18.0922 + -2.759 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.759 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32431,8 +37144,8 @@ void rate_n_O17_to_He4_C14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O17_to_n_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O17_to_n_F17_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O17 + p --> n + F17
 
@@ -32446,8 +37159,12 @@ void rate_p_O17_to_n_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     //  wagn
     ln_set_rate =  19.0085 + -41.1187 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  41.1187 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32461,8 +37178,8 @@ void rate_p_O17_to_n_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O17 + p --> He4 + N14
 
@@ -32477,9 +37194,13 @@ void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -7.20763 + -0.753395 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.753395 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32494,9 +37215,13 @@ void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  19.579 + -16.9078 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -16.9078 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32511,9 +37236,13 @@ void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  10.174 + -4.95865 * tfactors.T9i + 5.10182 * tfactors.T913
                          + 0.379373 * tfactors.T9 + -0.0672515 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.95865 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 5.10182 * tfactors.T923i
                                   + 0.379373 + (5.0/3.0) * -0.0672515 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32528,9 +37257,13 @@ void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  5.5336 + -2.11477 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.11477 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32544,8 +37277,8 @@ void rate_p_O17_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O17_to_n_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O17_to_n_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O17 + He4 --> n + Ne20
 
@@ -32560,9 +37293,13 @@ void rate_He4_O17_to_n_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  1.80342 + -13.8 * tfactors.T9i + 12.6501 * tfactors.T913
                          + -1.10938 * tfactors.T9 + 0.0696232 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  13.8 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 12.6501 * tfactors.T923i
                                   + -1.10938 + (5.0/3.0) * 0.0696232 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32577,9 +37314,13 @@ void rate_He4_O17_to_n_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  7.45588 + -8.55 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  8.55 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32594,9 +37335,13 @@ void rate_He4_O17_to_n_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  40.621 + -39.918 * tfactors.T913i
                          + 0.227017 * tfactors.T9 + -0.900234 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.918 * tfactors.T943i
                                   + 0.227017 + (5.0/3.0) * -0.900234 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32610,8 +37355,8 @@ void rate_He4_O17_to_n_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O18_to_n_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O18_to_n_F18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O18 + p --> n + F18
 
@@ -32625,8 +37370,12 @@ void rate_p_O18_to_n_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     //  wagn
     ln_set_rate =  20.1071 + -28.2841 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  28.2841 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32640,8 +37389,8 @@ void rate_p_O18_to_n_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_O18_to_He4_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_O18_to_He4_N15_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O18 + p --> He4 + N15
 
@@ -32656,9 +37405,13 @@ void rate_p_O18_to_He4_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -27.9044 + -0.245884 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.245884 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32673,9 +37426,13 @@ void rate_p_O18_to_He4_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  26.9671 + -16.6979 * tfactors.T913i
                          + -3.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -16.6979 * tfactors.T943i
                                   + (5.0/3.0) * -3.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32690,9 +37447,13 @@ void rate_p_O18_to_He4_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  8.94352 + -5.32335 * tfactors.T9i + 11.6568 * tfactors.T913
                          + -2.16303 * tfactors.T9 + 0.209965 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.32335 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 11.6568 * tfactors.T923i
                                   + -2.16303 + (5.0/3.0) * 0.209965 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32707,9 +37468,13 @@ void rate_p_O18_to_He4_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  10.2725 + -1.663 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.663 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32723,8 +37488,8 @@ void rate_p_O18_to_He4_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_O18_to_n_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_O18_to_n_Ne21_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // O18 + He4 --> n + Ne21
 
@@ -32739,9 +37504,13 @@ void rate_He4_O18_to_n_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  2.51575 + -8.41969 * tfactors.T9i + 6.51299 * tfactors.T913
                          + -0.334277 * tfactors.T9 + 2.0 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  8.41969 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 6.51299 * tfactors.T923i
                                   + -0.334277 + 2.0 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32756,9 +37525,13 @@ void rate_He4_O18_to_n_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  1.3415 + -15.444 * tfactors.T9i + 11.656 * tfactors.T913
                          + -1.24869 * tfactors.T9 + 1.0 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  15.444 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 11.656 * tfactors.T923i
                                   + -1.24869 + 1.0 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32772,8 +37545,12 @@ void rate_He4_O18_to_n_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     // nacrn
     ln_set_rate =  2.82796 + -8.085 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  8.085 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32787,8 +37564,8 @@ void rate_He4_O18_to_n_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_F17_to_p_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_F17_to_p_O17_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F17 + n --> p + O17
 
@@ -32803,8 +37580,12 @@ void rate_n_F17_to_p_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  19.0085;
     amrex::ignore_unused(tfactors);
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 = 0.0;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32818,8 +37599,8 @@ void rate_n_F17_to_p_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_F17_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_F17_to_He4_N14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F17 + n --> He4 + N14
 
@@ -32834,9 +37615,13 @@ void rate_n_F17_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  19.6113 + -0.712285 * tfactors.T913
                          + 0.240317 * tfactors.T9 + -0.0201705 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.712285 * tfactors.T923i
                                   + 0.240317 + (5.0/3.0) * -0.0201705 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32850,8 +37635,8 @@ void rate_n_F17_to_He4_N14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_F17_to_He4_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_F17_to_He4_O14_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F17 + p --> He4 + O14
 
@@ -32866,9 +37651,13 @@ void rate_p_F17_to_He4_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  10.4217 + -27.4326 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  27.4326 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32883,9 +37672,13 @@ void rate_p_F17_to_He4_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -106.788 + -14.2856 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  14.2856 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32900,9 +37693,13 @@ void rate_p_F17_to_He4_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  11.4322 + -25.8549 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  25.8549 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32917,9 +37714,13 @@ void rate_p_F17_to_He4_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  17.9551 + -39.8326 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  39.8326 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32934,9 +37735,13 @@ void rate_p_F17_to_He4_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  40.1391 + -13.8326 * tfactors.T9i + -39.388 * tfactors.T913i + -17.4673 * tfactors.T913
                          + 35.3029 * tfactors.T9 + -24.8162 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  13.8326 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.388 * tfactors.T943i + (1.0/3.0) * -17.4673 * tfactors.T923i
                                   + 35.3029 + (5.0/3.0) * -24.8162 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32951,9 +37756,13 @@ void rate_p_F17_to_He4_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  15.612 + -36.3426 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  36.3426 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32967,8 +37776,8 @@ void rate_p_F17_to_He4_O14_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_F17_to_p_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_F17_to_p_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F17 + He4 --> p + Ne20
 
@@ -32983,9 +37792,13 @@ void rate_He4_F17_to_p_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  38.6287 + -43.18 * tfactors.T913i + 4.46827 * tfactors.T913
                          + -1.63915 * tfactors.T9 + 0.123483 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -43.18 * tfactors.T943i + (1.0/3.0) * 4.46827 * tfactors.T923i
                                   + -1.63915 + (5.0/3.0) * 0.123483 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -32999,8 +37812,8 @@ void rate_He4_F17_to_p_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_F18_to_p_O18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_F18_to_p_O18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F18 + n --> p + O18
 
@@ -33015,8 +37828,12 @@ void rate_n_F18_to_p_O18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  19.0085;
     amrex::ignore_unused(tfactors);
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 = 0.0;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -33030,8 +37847,8 @@ void rate_n_F18_to_p_O18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_F18_to_He4_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_F18_to_He4_N15_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F18 + n --> He4 + N15
 
@@ -33046,9 +37863,13 @@ void rate_n_F18_to_He4_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  18.8011 + 1.74308 * tfactors.T913
                          + -1.15123 * tfactors.T9 + 0.135196 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 1.74308 * tfactors.T923i
                                   + -1.15123 + (5.0/3.0) * 0.135196 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -33062,8 +37883,8 @@ void rate_n_F18_to_He4_N15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_F18_to_n_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_F18_to_n_Ne18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F18 + p --> n + Ne18
 
@@ -33078,9 +37899,13 @@ void rate_p_F18_to_n_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  17.4443 + -60.6429 * tfactors.T9i + 0.590026 * tfactors.T913
                          + 0.0742242 * tfactors.T9 + -0.0116856 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  60.6429 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 0.590026 * tfactors.T923i
                                   + 0.0742242 + (5.0/3.0) * -0.0116856 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -33094,8 +37919,8 @@ void rate_p_F18_to_n_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_F18_to_He4_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_F18_to_He4_O15_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F18 + p --> He4 + O15
 
@@ -33110,9 +37935,13 @@ void rate_p_F18_to_He4_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  1.75704 + -3.01675 * tfactors.T9i + 13.3223 * tfactors.T913
                          + -1.36696 * tfactors.T9 + 0.0757363 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.01675 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 13.3223 * tfactors.T923i
                                   + -1.36696 + (5.0/3.0) * 0.0757363 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -33127,9 +37956,13 @@ void rate_p_F18_to_He4_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -31.7388 + -0.376432 * tfactors.T9i + 61.738 * tfactors.T913
                          + -108.29 * tfactors.T9 + -34.2365 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.376432 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 61.738 * tfactors.T923i
                                   + -108.29 + (5.0/3.0) * -34.2365 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -33144,9 +37977,13 @@ void rate_p_F18_to_He4_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  62.0058 + -21.4023 * tfactors.T913i + -80.8891 * tfactors.T913
                          + 134.6 * tfactors.T9 + -126.504 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -21.4023 * tfactors.T943i + (1.0/3.0) * -80.8891 * tfactors.T923i
                                   + 134.6 + (5.0/3.0) * -126.504 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -33160,8 +37997,8 @@ void rate_p_F18_to_He4_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_F18_to_n_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_F18_to_n_Na21_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F18 + He4 --> n + Na21
 
@@ -33176,9 +38013,13 @@ void rate_He4_F18_to_n_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  14.8808 + -30.0387 * tfactors.T9i + 1.06229 * tfactors.T913
                          + 0.212448 * tfactors.T9 + -0.020685 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  30.0387 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 1.06229 * tfactors.T923i
                                   + 0.212448 + (5.0/3.0) * -0.020685 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -33192,8 +38033,8 @@ void rate_He4_F18_to_n_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_F18_to_p_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_F18_to_p_Ne21_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F18 + He4 --> p + Ne21
 
@@ -33208,9 +38049,13 @@ void rate_He4_F18_to_p_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  49.7863 + -1.84559 * tfactors.T9i + 21.4461 * tfactors.T913i + -73.252 * tfactors.T913
                          + 2.42329 * tfactors.T9 + -0.077278 * tfactors.T953 + 40.7604 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.84559 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 21.4461 * tfactors.T943i + (1.0/3.0) * -73.252 * tfactors.T923i
                                   + 2.42329 + (5.0/3.0) * -0.077278 * tfactors.T923 + 40.7604 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -33224,8 +38069,8 @@ void rate_He4_F18_to_p_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_F19_to_n_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_F19_to_n_Ne19_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F19 + p --> n + Ne19
 
@@ -33240,9 +38085,13 @@ void rate_p_F19_to_n_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  15.6732 + -46.6617 * tfactors.T9i + 4.34441 * tfactors.T913
                          + -1.71268 * tfactors.T9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  46.6617 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 4.34441 * tfactors.T923i
                                   + -1.71268;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -33257,9 +38106,13 @@ void rate_p_F19_to_n_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  20.353 + -46.6617 * tfactors.T9i + -1.58171 * tfactors.T913
                          + 0.0324472 * tfactors.T9 + 1.0 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  46.6617 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.58171 * tfactors.T923i
                                   + 0.0324472 + 1.0 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -33273,8 +38126,8 @@ void rate_p_F19_to_n_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_F19_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_F19_to_He4_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F19 + p --> He4 + O16
 
@@ -33289,9 +38142,13 @@ void rate_p_F19_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -52.7043 + -0.12765 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.12765 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -33306,9 +38163,13 @@ void rate_p_F19_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  26.2916 + -18.116 * tfactors.T913i
                          + 1.86674 * tfactors.T9 + -7.5666 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -18.116 * tfactors.T943i
                                   + 1.86674 + (5.0/3.0) * -7.5666 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -33323,9 +38184,13 @@ void rate_p_F19_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  14.3586 + -3.286 * tfactors.T9i
                          + -0.21103 * tfactors.T9 + 2.87702 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.286 * tfactors.T9i * tfactors.T9i
                                   + -0.21103 + 2.87702 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -33340,9 +38205,13 @@ void rate_p_F19_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  15.1955 + -3.75185 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.75185 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -33357,9 +38226,13 @@ void rate_p_F19_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  8.239 + -2.46828 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.46828 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -33373,8 +38246,8 @@ void rate_p_F19_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_F19_to_n_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_F19_to_n_Na22_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F19 + He4 --> n + Na22
 
@@ -33389,9 +38262,13 @@ void rate_He4_F19_to_n_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  6.67675 + -22.6172 * tfactors.T9i + 6.22036 * tfactors.T913
                          + -0.0209891 * tfactors.T9 + -0.0689843 * tfactors.T953 + 1.0 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  22.6172 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 6.22036 * tfactors.T923i
                                   + -0.0209891 + (5.0/3.0) * -0.0689843 * tfactors.T923 + 1.0 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -33406,9 +38283,13 @@ void rate_He4_F19_to_n_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  15.0925 + -22.6172 * tfactors.T9i + -0.0532251 * tfactors.T913
                          + 1.00044 * tfactors.T9 + -0.13238 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  22.6172 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.0532251 * tfactors.T923i
                                   + 1.00044 + (5.0/3.0) * -0.13238 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -33422,8 +38303,8 @@ void rate_He4_F19_to_n_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_F19_to_p_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_F19_to_p_Ne22_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // F19 + He4 --> p + Ne22
 
@@ -33438,9 +38319,13 @@ void rate_He4_F19_to_p_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  52.9317 + -2.8444 * tfactors.T9i + -38.7722 * tfactors.T913i + -13.3654 * tfactors.T913
                          + 0.863648 * tfactors.T9 + -0.0451491 * tfactors.T953 + 1.33333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.8444 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -38.7722 * tfactors.T943i + (1.0/3.0) * -13.3654 * tfactors.T923i
                                   + 0.863648 + (5.0/3.0) * -0.0451491 * tfactors.T923 + 1.33333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -33455,9 +38340,13 @@ void rate_He4_F19_to_p_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  51.6709 + -45.7808 * tfactors.T9i + -34.5008 * tfactors.T913i + 56.9316 * tfactors.T913
                          + 2.09613 * tfactors.T9 + -32.496 * tfactors.T953 + 0.333333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  45.7808 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -34.5008 * tfactors.T943i + (1.0/3.0) * 56.9316 * tfactors.T923i
                                   + 2.09613 + (5.0/3.0) * -32.496 * tfactors.T923 + 0.333333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -33472,9 +38361,13 @@ void rate_He4_F19_to_p_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  29430.6 + -133.026 * tfactors.T9i + 12625.1 * tfactors.T913i + -49107.1 * tfactors.T913
                          + 9227.53 * tfactors.T9 + -2086.65 * tfactors.T953 + 14520.2 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  133.026 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 12625.1 * tfactors.T943i + (1.0/3.0) * -49107.1 * tfactors.T923i
                                   + 9227.53 + (5.0/3.0) * -2086.65 * tfactors.T923 + 14520.2 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -33488,8 +38381,8 @@ void rate_He4_F19_to_p_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ne18_to_p_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ne18_to_p_F18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne18 + n --> p + F18
 
@@ -33504,9 +38397,13 @@ void rate_n_Ne18_to_p_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  18.5429 + 0.590026 * tfactors.T913
                          + 0.0742242 * tfactors.T9 + -0.0116856 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 0.590026 * tfactors.T923i
                                   + 0.0742242 + (5.0/3.0) * -0.0116856 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -33520,8 +38417,8 @@ void rate_n_Ne18_to_p_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ne18_to_He4_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ne18_to_He4_O15_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne18 + n --> He4 + O15
 
@@ -33536,9 +38433,13 @@ void rate_n_Ne18_to_He4_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  18.0529 + 0.377325 * tfactors.T913
                          + 0.0968945 * tfactors.T9 + -0.007769 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 0.377325 * tfactors.T923i
                                   + 0.0968945 + (5.0/3.0) * -0.007769 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -33552,8 +38453,8 @@ void rate_n_Ne18_to_He4_O15_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ne18_to_p_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ne18_to_p_Na21_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne18 + He4 --> p + Na21
 
@@ -33568,9 +38469,13 @@ void rate_He4_Ne18_to_p_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -23.5811 + -5.76874 * tfactors.T9i + 8.5632e-08 * tfactors.T913i + 24.8579 * tfactors.T913
                          + 0.0823845 * tfactors.T9 + -0.365374 * tfactors.T953 + -2.21415e-06 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.76874 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 8.5632e-08 * tfactors.T943i + (1.0/3.0) * 24.8579 * tfactors.T923i
                                   + 0.0823845 + (5.0/3.0) * -0.365374 * tfactors.T923 + -2.21415e-06 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -33585,9 +38490,13 @@ void rate_He4_Ne18_to_p_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -22.4389 + -10.2598 * tfactors.T9i + 4.73034e-07 * tfactors.T913i + 36.29 * tfactors.T913
                          + -6.56565 * tfactors.T9 + -2.96287e-06 * tfactors.T953 + -9.00373e-07 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.2598 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 4.73034e-07 * tfactors.T943i + (1.0/3.0) * 36.29 * tfactors.T923i
                                   + -6.56565 + (5.0/3.0) * -2.96287e-06 * tfactors.T923 + -9.00373e-07 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -33602,9 +38511,13 @@ void rate_He4_Ne18_to_p_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -37.3979 + -3.8681 * tfactors.T9i + 7.09521e-06 * tfactors.T913i + 34.1789 * tfactors.T913
                          + -1.72974 * tfactors.T9 + -0.0395081 * tfactors.T953 + -7.82759e-07 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.8681 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 7.09521e-06 * tfactors.T943i + (1.0/3.0) * 34.1789 * tfactors.T923i
                                   + -1.72974 + (5.0/3.0) * -0.0395081 * tfactors.T923 + -7.82759e-07 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -33618,8 +38531,8 @@ void rate_He4_Ne18_to_p_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ne19_to_p_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ne19_to_p_F19_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne19 + n --> p + F19
 
@@ -33634,9 +38547,13 @@ void rate_n_Ne19_to_p_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  15.6732 + 4.34441 * tfactors.T913
                          + -1.71268 * tfactors.T9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 4.34441 * tfactors.T923i
                                   + -1.71268;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -33651,9 +38568,13 @@ void rate_n_Ne19_to_p_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  20.353 + -1.58171 * tfactors.T913
                          + 0.0324472 * tfactors.T9 + 1.0 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.58171 * tfactors.T923i
                                   + 0.0324472 + 1.0 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -33667,8 +38588,8 @@ void rate_n_Ne19_to_p_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ne19_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ne19_to_He4_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne19 + n --> He4 + O16
 
@@ -33683,9 +38604,13 @@ void rate_n_Ne19_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  17.6409 + 1.70736 * tfactors.T913
                          + -0.132579 * tfactors.T9 + 0.00454218 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 1.70736 * tfactors.T923i
                                   + -0.132579 + (5.0/3.0) * 0.00454218 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -33699,8 +38624,8 @@ void rate_n_Ne19_to_He4_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ne19_to_p_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ne19_to_p_Na22_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne19 + He4 --> p + Na22
 
@@ -33715,9 +38640,13 @@ void rate_He4_Ne19_to_p_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  43.1874 + -46.6346 * tfactors.T913i + 0.866532 * tfactors.T913
                          + -0.893541 * tfactors.T9 + 0.0747971 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -46.6346 * tfactors.T943i + (1.0/3.0) * 0.866532 * tfactors.T923i
                                   + -0.893541 + (5.0/3.0) * 0.0747971 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -33731,8 +38660,8 @@ void rate_He4_Ne19_to_p_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ne20_to_He4_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ne20_to_He4_O17_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne20 + n --> He4 + O17
 
@@ -33747,9 +38676,13 @@ void rate_n_Ne20_to_He4_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  4.7377 + -20.6002 * tfactors.T9i + 12.6501 * tfactors.T913
                          + -1.10938 * tfactors.T9 + 0.0696232 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  20.6002 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 12.6501 * tfactors.T923i
                                   + -1.10938 + (5.0/3.0) * 0.0696232 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -33764,9 +38697,13 @@ void rate_n_Ne20_to_He4_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  10.3902 + -15.3502 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  15.3502 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -33781,9 +38718,13 @@ void rate_n_Ne20_to_He4_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  43.5553 + -6.80024 * tfactors.T9i + -39.918 * tfactors.T913i
                          + 0.227017 * tfactors.T9 + -0.900234 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.80024 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.918 * tfactors.T943i
                                   + 0.227017 + (5.0/3.0) * -0.900234 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -33797,8 +38738,8 @@ void rate_n_Ne20_to_He4_O17_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ne20_to_He4_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ne20_to_He4_F17_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne20 + p --> He4 + F17
 
@@ -33813,9 +38754,13 @@ void rate_p_Ne20_to_He4_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  41.563 + -47.9266 * tfactors.T9i + -43.18 * tfactors.T913i + 4.46827 * tfactors.T913
                          + -1.63915 * tfactors.T9 + 0.123483 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  47.9266 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -43.18 * tfactors.T943i + (1.0/3.0) * 4.46827 * tfactors.T923i
                                   + -1.63915 + (5.0/3.0) * 0.123483 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -33829,8 +38774,8 @@ void rate_p_Ne20_to_He4_F17_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ne20_to_n_Mg23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ne20_to_n_Mg23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne20 + He4 --> n + Mg23
 
@@ -33845,9 +38790,13 @@ void rate_He4_Ne20_to_n_Mg23_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  17.9544 + -83.7215 * tfactors.T9i + 1.83199 * tfactors.T913
                          + -0.290485 * tfactors.T9 + 0.0242929 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  83.7215 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 1.83199 * tfactors.T923i
                                   + -0.290485 + (5.0/3.0) * 0.0242929 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -33861,8 +38810,8 @@ void rate_He4_Ne20_to_n_Mg23_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ne20_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ne20_to_p_Na23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne20 + He4 --> p + Na23
 
@@ -33877,9 +38826,13 @@ void rate_He4_Ne20_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -6.37772 + -29.8896 * tfactors.T9i + 19.7297 * tfactors.T913
                          + -2.20987 * tfactors.T9 + 0.153374 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  29.8896 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 19.7297 * tfactors.T923i
                                   + -2.20987 + (5.0/3.0) * 0.153374 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -33894,9 +38847,13 @@ void rate_He4_Ne20_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  0.227472 + -29.4348 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  29.4348 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -33911,9 +38868,13 @@ void rate_He4_Ne20_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  19.1852 + -27.5738 * tfactors.T9i + -20.0024 * tfactors.T913i + 11.5988 * tfactors.T913
                          + -1.37398 * tfactors.T9 + -1.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  27.5738 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -20.0024 * tfactors.T943i + (1.0/3.0) * 11.5988 * tfactors.T923i
                                   + -1.37398 + (5.0/3.0) * -1.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -33927,8 +38888,8 @@ void rate_He4_Ne20_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ne20_to_C12_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ne20_to_C12_C12_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne20 + He4 --> C12 + C12
 
@@ -33943,9 +38904,13 @@ void rate_He4_Ne20_to_C12_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  61.4748 + -53.6267 * tfactors.T9i + -84.165 * tfactors.T913i + -1.56627 * tfactors.T913
                          + -0.0736084 * tfactors.T9 + -0.072797 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  53.6267 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -84.165 * tfactors.T943i + (1.0/3.0) * -1.56627 * tfactors.T923i
                                   + -0.0736084 + (5.0/3.0) * -0.072797 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -33959,8 +38924,8 @@ void rate_He4_Ne20_to_C12_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, a
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_Ne20_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_Ne20_to_p_P31_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne20 + C12 --> p + P31
 
@@ -33975,9 +38940,13 @@ void rate_C12_Ne20_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -268.136 + -38.7624 * tfactors.T9i + 361.154 * tfactors.T913i + -92.643 * tfactors.T913
                          + -9.98738 * tfactors.T9 + 0.892737 * tfactors.T953 + 161.042 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  38.7624 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 361.154 * tfactors.T943i + (1.0/3.0) * -92.643 * tfactors.T923i
                                   + -9.98738 + (5.0/3.0) * 0.892737 * tfactors.T923 + 161.042 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -33991,8 +38960,8 @@ void rate_C12_Ne20_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_C12_Ne20_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_C12_Ne20_to_He4_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne20 + C12 --> He4 + Si28
 
@@ -34007,9 +38976,13 @@ void rate_C12_Ne20_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate,
     ln_set_rate =  -308.905 + -47.2175 * tfactors.T9i + 514.197 * tfactors.T913i + -200.896 * tfactors.T913
                          + -6.42713 * tfactors.T9 + 0.758256 * tfactors.T953 + 236.359 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  47.2175 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 514.197 * tfactors.T943i + (1.0/3.0) * -200.896 * tfactors.T923i
                                   + -6.42713 + (5.0/3.0) * 0.758256 * tfactors.T923 + 236.359 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -34023,8 +38996,8 @@ void rate_C12_Ne20_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate,
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ne21_to_He4_O18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ne21_to_He4_O18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne21 + n --> He4 + O18
 
@@ -34039,9 +39012,13 @@ void rate_n_Ne21_to_He4_O18_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  1.11027 + -7.35566 * tfactors.T9i + 11.656 * tfactors.T913
                          + -1.24869 * tfactors.T9 + 1.0 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  7.35566 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 11.656 * tfactors.T923i
                                   + -1.24869 + 1.0 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -34055,8 +39032,12 @@ void rate_n_Ne21_to_He4_O18_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     // nacrn
     ln_set_rate =  2.59673 + 0.0033365 * tfactors.T9i;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.0033365 * tfactors.T9i * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -34071,9 +39052,13 @@ void rate_n_Ne21_to_He4_O18_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  2.28452 + -0.331353 * tfactors.T9i + 6.51299 * tfactors.T913
                          + -0.334277 * tfactors.T9 + 2.0 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.331353 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 6.51299 * tfactors.T923i
                                   + -0.334277 + 2.0 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -34087,8 +39072,8 @@ void rate_n_Ne21_to_He4_O18_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ne21_to_n_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ne21_to_n_Na21_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne21 + p --> n + Na21
 
@@ -34103,9 +39088,13 @@ void rate_p_Ne21_to_n_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  17.9167 + -50.247 * tfactors.T9i + 2.17917 * tfactors.T913
                          + -0.303135 * tfactors.T9 + 0.019321 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  50.247 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 2.17917 * tfactors.T923i
                                   + -0.303135 + (5.0/3.0) * 0.019321 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -34119,8 +39108,8 @@ void rate_p_Ne21_to_n_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ne21_to_He4_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ne21_to_He4_F18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne21 + p --> He4 + F18
 
@@ -34135,9 +39124,13 @@ void rate_p_Ne21_to_He4_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  50.6536 + -22.049 * tfactors.T9i + 21.4461 * tfactors.T913i + -73.252 * tfactors.T913
                          + 2.42329 * tfactors.T9 + -0.077278 * tfactors.T953 + 40.7604 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  22.049 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 21.4461 * tfactors.T943i + (1.0/3.0) * -73.252 * tfactors.T923i
                                   + 2.42329 + (5.0/3.0) * -0.077278 * tfactors.T923 + 40.7604 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -34151,8 +39144,8 @@ void rate_p_Ne21_to_He4_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ne21_to_n_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ne21_to_n_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne21 + He4 --> n + Mg24
 
@@ -34167,9 +39160,13 @@ void rate_He4_Ne21_to_n_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -7.26831 + -13.2638 * tfactors.T9i + 18.0748 * tfactors.T913
                          + -0.981883 * tfactors.T9 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  13.2638 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 18.0748 * tfactors.T923i
                                   + -0.981883 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -34184,9 +39181,13 @@ void rate_He4_Ne21_to_n_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  43.9762 + -46.88 * tfactors.T913i + -0.536629 * tfactors.T913
                          + 0.144715 * tfactors.T9 + -0.197624 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -46.88 * tfactors.T943i + (1.0/3.0) * -0.536629 * tfactors.T923i
                                   + 0.144715 + (5.0/3.0) * -0.197624 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -34200,8 +39201,8 @@ void rate_He4_Ne21_to_n_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ne22_to_n_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ne22_to_n_Na22_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne22 + p --> n + Na22
 
@@ -34216,9 +39217,13 @@ void rate_p_Ne22_to_n_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  21.5948 + -42.0547 * tfactors.T9i + -0.0514777 * tfactors.T913
                          + 0.0274055 * tfactors.T9 + -0.00690277 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  42.0547 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.0514777 * tfactors.T923i
                                   + 0.0274055 + (5.0/3.0) * -0.00690277 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -34232,8 +39237,8 @@ void rate_p_Ne22_to_n_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ne22_to_He4_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ne22_to_He4_F19_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne22 + p --> He4 + F19
 
@@ -34248,9 +39253,13 @@ void rate_p_Ne22_to_He4_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  53.5304 + -65.1991 * tfactors.T9i + -34.5008 * tfactors.T913i + 56.9316 * tfactors.T913
                          + 2.09613 * tfactors.T9 + -32.496 * tfactors.T953 + 0.333333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  65.1991 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -34.5008 * tfactors.T943i + (1.0/3.0) * 56.9316 * tfactors.T923i
                                   + 2.09613 + (5.0/3.0) * -32.496 * tfactors.T923 + 0.333333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -34265,9 +39274,13 @@ void rate_p_Ne22_to_He4_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  29432.5 + -152.444 * tfactors.T9i + 12625.1 * tfactors.T913i + -49107.1 * tfactors.T913
                          + 9227.53 * tfactors.T9 + -2086.65 * tfactors.T953 + 14520.2 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  152.444 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 12625.1 * tfactors.T943i + (1.0/3.0) * -49107.1 * tfactors.T923i
                                   + 9227.53 + (5.0/3.0) * -2086.65 * tfactors.T923 + 14520.2 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -34282,9 +39295,13 @@ void rate_p_Ne22_to_He4_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  54.7912 + -22.2627 * tfactors.T9i + -38.7722 * tfactors.T913i + -13.3654 * tfactors.T913
                          + 0.863648 * tfactors.T9 + -0.0451491 * tfactors.T953 + 1.33333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  22.2627 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -38.7722 * tfactors.T943i + (1.0/3.0) * -13.3654 * tfactors.T923i
                                   + 0.863648 + (5.0/3.0) * -0.0451491 * tfactors.T923 + 1.33333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -34298,8 +39315,8 @@ void rate_p_Ne22_to_He4_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ne22_to_n_Mg25_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ne22_to_n_Mg25_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ne22 + He4 --> n + Mg25
 
@@ -34314,9 +39331,13 @@ void rate_He4_Ne22_to_n_Mg25_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -27.5027 + -7.38607 * tfactors.T9i + 35.987 * tfactors.T913
                          + -4.12183 * tfactors.T9 + 0.263326 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  7.38607 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 35.987 * tfactors.T923i
                                   + -4.12183 + (5.0/3.0) * 0.263326 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -34331,9 +39352,13 @@ void rate_He4_Ne22_to_n_Mg25_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -10.4729 + -5.55032 * tfactors.T9i + 15.4898 * tfactors.T913
                          + -30.8154 * tfactors.T9 + -3.0 * tfactors.T953 + 2.0 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.55032 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 15.4898 * tfactors.T923i
                                   + -30.8154 + (5.0/3.0) * -3.0 * tfactors.T923 + 2.0 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -34348,9 +39373,13 @@ void rate_He4_Ne22_to_n_Mg25_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -52.326 + -5.55032 * tfactors.T9i + 88.2725 * tfactors.T913
                          + -40.1578 * tfactors.T9 + -3.0 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.55032 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 88.2725 * tfactors.T923i
                                   + -40.1578 + (5.0/3.0) * -3.0 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -34364,8 +39393,8 @@ void rate_He4_Ne22_to_n_Mg25_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Na21_to_p_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Na21_to_p_Ne21_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na21 + n --> p + Ne21
 
@@ -34380,9 +39409,13 @@ void rate_n_Na21_to_p_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  17.9167 + 2.17917 * tfactors.T913
                          + -0.303135 * tfactors.T9 + 0.019321 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 2.17917 * tfactors.T923i
                                   + -0.303135 + (5.0/3.0) * 0.019321 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -34396,8 +39429,8 @@ void rate_n_Na21_to_p_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Na21_to_He4_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Na21_to_He4_F18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na21 + n --> He4 + F18
 
@@ -34412,9 +39445,13 @@ void rate_n_Na21_to_He4_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  15.7482 + 1.06229 * tfactors.T913
                          + 0.212448 * tfactors.T9 + -0.020685 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 1.06229 * tfactors.T923i
                                   + 0.212448 + (5.0/3.0) * -0.020685 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -34428,8 +39465,8 @@ void rate_n_Na21_to_He4_F18_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Na21_to_He4_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Na21_to_He4_Ne18_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na21 + p --> He4 + Ne18
 
@@ -34444,9 +39481,13 @@ void rate_p_Na21_to_He4_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -23.8123 + -36.3851 * tfactors.T9i + 8.5632e-08 * tfactors.T913i + 24.8579 * tfactors.T913
                          + 0.0823845 * tfactors.T9 + -0.365374 * tfactors.T953 + -2.21415e-06 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  36.3851 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 8.5632e-08 * tfactors.T943i + (1.0/3.0) * 24.8579 * tfactors.T923i
                                   + 0.0823845 + (5.0/3.0) * -0.365374 * tfactors.T923 + -2.21415e-06 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -34461,9 +39502,13 @@ void rate_p_Na21_to_He4_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -22.6701 + -40.8761 * tfactors.T9i + 4.73034e-07 * tfactors.T913i + 36.29 * tfactors.T913
                          + -6.56565 * tfactors.T9 + -2.96287e-06 * tfactors.T953 + -9.00373e-07 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  40.8761 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 4.73034e-07 * tfactors.T943i + (1.0/3.0) * 36.29 * tfactors.T923i
                                   + -6.56565 + (5.0/3.0) * -2.96287e-06 * tfactors.T923 + -9.00373e-07 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -34478,9 +39523,13 @@ void rate_p_Na21_to_He4_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -37.6291 + -34.4844 * tfactors.T9i + 7.09521e-06 * tfactors.T913i + 34.1789 * tfactors.T913
                          + -1.72974 * tfactors.T9 + -0.0395081 * tfactors.T953 + -7.82759e-07 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  34.4844 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 7.09521e-06 * tfactors.T943i + (1.0/3.0) * 34.1789 * tfactors.T923i
                                   + -1.72974 + (5.0/3.0) * -0.0395081 * tfactors.T923 + -7.82759e-07 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -34494,8 +39543,8 @@ void rate_p_Na21_to_He4_Ne18_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Na21_to_p_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Na21_to_p_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na21 + He4 --> p + Mg24
 
@@ -34510,9 +39559,13 @@ void rate_He4_Na21_to_p_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  39.8144 + -49.9621 * tfactors.T913i + 5.90498 * tfactors.T913
                          + -1.6598 * tfactors.T9 + 0.117817 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -49.9621 * tfactors.T943i + (1.0/3.0) * 5.90498 * tfactors.T923i
                                   + -1.6598 + (5.0/3.0) * 0.117817 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -34526,8 +39579,8 @@ void rate_He4_Na21_to_p_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Na22_to_p_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Na22_to_p_Ne22_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na22 + n --> p + Ne22
 
@@ -34542,9 +39595,13 @@ void rate_n_Na22_to_p_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  19.6489 + -0.0514777 * tfactors.T913
                          + 0.0274055 * tfactors.T9 + -0.00690277 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.0514777 * tfactors.T923i
                                   + 0.0274055 + (5.0/3.0) * -0.00690277 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -34558,8 +39615,8 @@ void rate_n_Na22_to_p_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Na22_to_He4_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Na22_to_He4_F19_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na22 + n --> He4 + F19
 
@@ -34574,9 +39631,13 @@ void rate_n_Na22_to_He4_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  6.59038 + 6.22036 * tfactors.T913
                          + -0.0209891 * tfactors.T9 + -0.0689843 * tfactors.T953 + 1.0 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 6.22036 * tfactors.T923i
                                   + -0.0209891 + (5.0/3.0) * -0.0689843 * tfactors.T923 + 1.0 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -34591,9 +39652,13 @@ void rate_n_Na22_to_He4_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  15.0061 + -0.0532251 * tfactors.T913
                          + 1.00044 * tfactors.T9 + -0.13238 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.0532251 * tfactors.T923i
                                   + 1.00044 + (5.0/3.0) * -0.13238 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -34607,8 +39672,8 @@ void rate_n_Na22_to_He4_F19_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Na22_to_He4_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Na22_to_He4_Ne19_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na22 + p --> He4 + Ne19
 
@@ -34623,9 +39688,13 @@ void rate_p_Na22_to_He4_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  43.101 + -24.0192 * tfactors.T9i + -46.6346 * tfactors.T913i + 0.866532 * tfactors.T913
                          + -0.893541 * tfactors.T9 + 0.0747971 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  24.0192 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -46.6346 * tfactors.T943i + (1.0/3.0) * 0.866532 * tfactors.T923i
                                   + -0.893541 + (5.0/3.0) * 0.0747971 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -34639,8 +39708,8 @@ void rate_p_Na22_to_He4_Ne19_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Na22_to_n_Al25_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Na22_to_n_Al25_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na22 + He4 --> n + Al25
 
@@ -34655,9 +39724,13 @@ void rate_He4_Na22_to_n_Al25_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  7.59058 + -22.1956 * tfactors.T9i + 2.92382 * tfactors.T913
                          + 0.706669 * tfactors.T9 + -0.0950292 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  22.1956 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 2.92382 * tfactors.T923i
                                   + 0.706669 + (5.0/3.0) * -0.0950292 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -34671,8 +39744,8 @@ void rate_He4_Na22_to_n_Al25_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Na22_to_p_Mg25_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Na22_to_p_Mg25_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na22 + He4 --> p + Mg25
 
@@ -34687,9 +39760,13 @@ void rate_He4_Na22_to_p_Mg25_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  44.973 + -50.0924 * tfactors.T913i + 0.807739 * tfactors.T913
                          + -0.956029 * tfactors.T9 + 0.0793321 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -50.0924 * tfactors.T943i + (1.0/3.0) * 0.807739 * tfactors.T923i
                                   + -0.956029 + (5.0/3.0) * 0.0793321 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -34703,8 +39780,8 @@ void rate_He4_Na22_to_p_Mg25_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Na23_to_n_Mg23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Na23_to_n_Mg23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na23 + p --> n + Mg23
 
@@ -34719,9 +39796,13 @@ void rate_p_Na23_to_n_Mg23_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  19.4638 + -56.1542 * tfactors.T9i + 0.993488 * tfactors.T913
                          + -0.257094 * tfactors.T9 + 0.0284334 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  56.1542 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 0.993488 * tfactors.T923i
                                   + -0.257094 + (5.0/3.0) * 0.0284334 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -34735,8 +39816,8 @@ void rate_p_Na23_to_n_Mg23_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na23 + p --> He4 + Ne20
 
@@ -34751,9 +39832,13 @@ void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -6.58736 + -2.31577 * tfactors.T9i + 19.7297 * tfactors.T913
                          + -2.20987 * tfactors.T9 + 0.153374 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.31577 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 19.7297 * tfactors.T923i
                                   + -2.20987 + (5.0/3.0) * 0.153374 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -34768,9 +39853,13 @@ void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  0.0178295 + -1.86103 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.86103 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -34785,9 +39874,13 @@ void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  18.9756 + -20.0024 * tfactors.T913i + 11.5988 * tfactors.T913
                          + -1.37398 * tfactors.T9 + -1.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -20.0024 * tfactors.T943i + (1.0/3.0) * 11.5988 * tfactors.T923i
                                   + -1.37398 + (5.0/3.0) * -1.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -34801,8 +39894,8 @@ void rate_p_Na23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Na23_to_C12_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Na23_to_C12_C12_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na23 + p --> C12 + C12
 
@@ -34817,9 +39910,13 @@ void rate_p_Na23_to_C12_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  60.9438 + -26.0184 * tfactors.T9i + -84.165 * tfactors.T913i + -1.4191 * tfactors.T913
                          + -0.114619 * tfactors.T9 + -0.070307 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  26.0184 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -84.165 * tfactors.T943i + (1.0/3.0) * -1.4191 * tfactors.T923i
                                   + -0.114619 + (5.0/3.0) * -0.070307 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -34833,8 +39930,8 @@ void rate_p_Na23_to_C12_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Na23_to_n_Al26_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Na23_to_n_Al26_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na23 + He4 --> n + Al26
 
@@ -34849,9 +39946,13 @@ void rate_He4_Na23_to_n_Al26_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  14.5219 + -34.8285 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  34.8285 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -34866,9 +39967,13 @@ void rate_He4_Na23_to_n_Al26_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  13.4292 + -34.4845 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  34.4845 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -34883,9 +39988,13 @@ void rate_He4_Na23_to_n_Al26_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  11.4506 + -34.4184 * tfactors.T9i + 5.07134 * tfactors.T913
                          + -0.557537 * tfactors.T9 + 0.0451737 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  34.4184 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 5.07134 * tfactors.T923i
                                   + -0.557537 + (5.0/3.0) * 0.0451737 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -34899,8 +40008,8 @@ void rate_He4_Na23_to_n_Al26_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Na23_to_p_Mg26_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Na23_to_p_Mg26_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Na23 + He4 --> p + Mg26
 
@@ -34915,9 +40024,13 @@ void rate_He4_Na23_to_p_Mg26_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  44.527 + -50.2042 * tfactors.T913i + 1.76141 * tfactors.T913
                          + -1.36813 * tfactors.T9 + 0.123087 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -50.2042 * tfactors.T943i + (1.0/3.0) * 1.76141 * tfactors.T923i
                                   + -1.36813 + (5.0/3.0) * 0.123087 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -34931,8 +40044,8 @@ void rate_He4_Na23_to_p_Mg26_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Mg23_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Mg23_to_p_Na23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg23 + n --> p + Na23
 
@@ -34947,9 +40060,13 @@ void rate_n_Mg23_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  19.4638 + 0.993488 * tfactors.T913
                          + -0.257094 * tfactors.T9 + 0.0284334 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 0.993488 * tfactors.T923i
                                   + -0.257094 + (5.0/3.0) * 0.0284334 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -34963,8 +40080,8 @@ void rate_n_Mg23_to_p_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Mg23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Mg23_to_He4_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg23 + n --> He4 + Ne20
 
@@ -34979,9 +40096,13 @@ void rate_n_Mg23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  17.7448 + 1.83199 * tfactors.T913
                          + -0.290485 * tfactors.T9 + 0.0242929 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 1.83199 * tfactors.T923i
                                   + -0.290485 + (5.0/3.0) * 0.0242929 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -34995,8 +40116,8 @@ void rate_n_Mg23_to_He4_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Mg23_to_C12_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Mg23_to_C12_C12_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg23 + n --> C12 + C12
 
@@ -35011,9 +40132,13 @@ void rate_n_Mg23_to_C12_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -12.8267 + 11.4826 * tfactors.T913
                          + 1.82849 * tfactors.T9 + -0.34844 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 11.4826 * tfactors.T923i
                                   + 1.82849 + (5.0/3.0) * -0.34844 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -35027,8 +40152,8 @@ void rate_n_Mg23_to_C12_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mg23_to_p_Al26_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mg23_to_p_Al26_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg23 + He4 --> p + Al26
 
@@ -35043,9 +40168,13 @@ void rate_He4_Mg23_to_p_Al26_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  46.215 + -53.203 * tfactors.T913i + 0.71292 * tfactors.T913
                          + -0.892548 * tfactors.T9 + 0.0709813 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -53.203 * tfactors.T943i + (1.0/3.0) * 0.71292 * tfactors.T923i
                                   + -0.892548 + (5.0/3.0) * 0.0709813 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -35059,8 +40188,8 @@ void rate_He4_Mg23_to_p_Al26_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Mg24_to_He4_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Mg24_to_He4_Ne21_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg24 + n --> He4 + Ne21
 
@@ -35075,9 +40204,13 @@ void rate_n_Mg24_to_He4_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -4.69602 + -42.9133 * tfactors.T9i + 18.0748 * tfactors.T913
                          + -0.981883 * tfactors.T9 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  42.9133 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 18.0748 * tfactors.T923i
                                   + -0.981883 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -35092,9 +40225,13 @@ void rate_n_Mg24_to_He4_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  46.5485 + -29.6495 * tfactors.T9i + -46.88 * tfactors.T913i + -0.536629 * tfactors.T913
                          + 0.144715 * tfactors.T9 + -0.197624 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  29.6495 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -46.88 * tfactors.T943i + (1.0/3.0) * -0.536629 * tfactors.T923i
                                   + 0.144715 + (5.0/3.0) * -0.197624 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -35108,8 +40245,8 @@ void rate_n_Mg24_to_He4_Ne21_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Mg24_to_He4_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Mg24_to_He4_Na21_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg24 + p --> He4 + Na21
 
@@ -35124,9 +40261,13 @@ void rate_p_Mg24_to_He4_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  42.3867 + -79.897 * tfactors.T9i + -49.9621 * tfactors.T913i + 5.90498 * tfactors.T913
                          + -1.6598 * tfactors.T9 + 0.117817 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  79.897 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -49.9621 * tfactors.T943i + (1.0/3.0) * 5.90498 * tfactors.T923i
                                   + -1.6598 + (5.0/3.0) * 0.117817 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -35140,8 +40281,8 @@ void rate_p_Mg24_to_He4_Na21_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mg24_to_p_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mg24_to_p_Al27_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg24 + He4 --> p + Al27
 
@@ -35156,9 +40297,13 @@ void rate_He4_Mg24_to_p_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -26.2862 + -19.5422 * tfactors.T9i + 5.18642 * tfactors.T913i + -34.7936 * tfactors.T913
                          + 168.225 * tfactors.T9 + -115.825 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  19.5422 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 5.18642 * tfactors.T943i + (1.0/3.0) * -34.7936 * tfactors.T923i
                                   + 168.225 + (5.0/3.0) * -115.825 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -35173,9 +40318,13 @@ void rate_He4_Mg24_to_p_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -6.44575 + -22.8216 * tfactors.T9i + 18.0416 * tfactors.T913
                          + -1.54137 * tfactors.T9 + 0.0847506 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  22.8216 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 18.0416 * tfactors.T923i
                                   + -1.54137 + (5.0/3.0) * 0.0847506 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -35190,9 +40339,13 @@ void rate_He4_Mg24_to_p_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  30.0397 + -18.5791 * tfactors.T9i + -26.4162 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  18.5791 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -26.4162 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -35206,8 +40359,8 @@ void rate_He4_Mg24_to_p_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mg24_to_C12_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mg24_to_C12_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg24 + He4 --> C12 + O16
 
@@ -35222,9 +40375,13 @@ void rate_He4_Mg24_to_C12_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  49.5738 + -78.202 * tfactors.T9i + -133.413 * tfactors.T913i + 50.1572 * tfactors.T913
                          + -3.15987 * tfactors.T9 + 0.0178251 * tfactors.T953 + -23.7027 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  78.202 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -133.413 * tfactors.T943i + (1.0/3.0) * 50.1572 * tfactors.T923i
                                   + -3.15987 + (5.0/3.0) * 0.0178251 * tfactors.T923 + -23.7027 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -35238,8 +40395,8 @@ void rate_He4_Mg24_to_C12_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, a
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Mg25_to_He4_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Mg25_to_He4_Ne22_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg25 + n --> He4 + Ne22
 
@@ -35254,9 +40411,13 @@ void rate_n_Mg25_to_He4_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -11.0701 + 15.4898 * tfactors.T913
                          + -30.8154 * tfactors.T9 + -3.0 * tfactors.T953 + 2.0 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 15.4898 * tfactors.T923i
                                   + -30.8154 + (5.0/3.0) * -3.0 * tfactors.T923 + 2.0 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -35271,9 +40432,13 @@ void rate_n_Mg25_to_He4_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -52.9232 + 88.2725 * tfactors.T913
                          + -40.1578 * tfactors.T9 + -3.0 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 88.2725 * tfactors.T923i
                                   + -40.1578 + (5.0/3.0) * -3.0 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -35288,9 +40453,13 @@ void rate_n_Mg25_to_He4_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -28.0999 + -1.83575 * tfactors.T9i + 35.987 * tfactors.T913
                          + -4.12183 * tfactors.T9 + 0.263326 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.83575 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 35.987 * tfactors.T923i
                                   + -4.12183 + (5.0/3.0) * 0.263326 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -35304,8 +40473,8 @@ void rate_n_Mg25_to_He4_Ne22_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Mg25_to_n_Al25_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Mg25_to_n_Al25_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg25 + p --> n + Al25
 
@@ -35320,9 +40489,13 @@ void rate_p_Mg25_to_n_Al25_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  18.4104 + -58.7072 * tfactors.T9i + 2.28536 * tfactors.T913
                          + -0.38512 * tfactors.T9 + 0.0288056 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  58.7072 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 2.28536 * tfactors.T923i
                                   + -0.38512 + (5.0/3.0) * 0.0288056 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -35336,8 +40509,8 @@ void rate_p_Mg25_to_n_Al25_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Mg25_to_He4_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Mg25_to_He4_Na22_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg25 + p --> He4 + Na22
 
@@ -35352,9 +40525,13 @@ void rate_p_Mg25_to_He4_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  46.3217 + -36.5117 * tfactors.T9i + -50.0924 * tfactors.T913i + 0.807739 * tfactors.T913
                          + -0.956029 * tfactors.T9 + 0.0793321 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  36.5117 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -50.0924 * tfactors.T943i + (1.0/3.0) * 0.807739 * tfactors.T923i
                                   + -0.956029 + (5.0/3.0) * 0.0793321 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -35368,8 +40545,8 @@ void rate_p_Mg25_to_He4_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mg25_to_n_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mg25_to_n_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg25 + He4 --> n + Si28
 
@@ -35384,9 +40561,13 @@ void rate_He4_Mg25_to_n_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  45.7613 + -53.415 * tfactors.T913i + -1.46489 * tfactors.T913
                          + 1.7777 * tfactors.T9 + -0.903499 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -53.415 * tfactors.T943i + (1.0/3.0) * -1.46489 * tfactors.T923i
                                   + 1.7777 + (5.0/3.0) * -0.903499 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -35401,9 +40582,13 @@ void rate_He4_Mg25_to_n_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  38.337 + -53.416 * tfactors.T913i + 8.01209 * tfactors.T913
                          + -2.64791 * tfactors.T9 + 0.218637 * tfactors.T953 + 0.333333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -53.416 * tfactors.T943i + (1.0/3.0) * 8.01209 * tfactors.T923i
                                   + -2.64791 + (5.0/3.0) * 0.218637 * tfactors.T923 + 0.333333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -35417,8 +40602,8 @@ void rate_He4_Mg25_to_n_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Mg26_to_n_Al26_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Mg26_to_n_Al26_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg26 + p --> n + Al26
 
@@ -35433,9 +40618,13 @@ void rate_p_Mg26_to_n_Al26_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  13.5366 + -55.5463 * tfactors.T9i + 7.36773 * tfactors.T913
                          + -2.42424 * tfactors.T9 + 0.313743 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  55.5463 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 7.36773 * tfactors.T923i
                                   + -2.42424 + (5.0/3.0) * 0.313743 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -35450,9 +40639,13 @@ void rate_p_Mg26_to_n_Al26_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  15.9629 + -55.7499 * tfactors.T9i + 3.87515 * tfactors.T913
                          + 0.228327 * tfactors.T9 + -0.045872 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  55.7499 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 3.87515 * tfactors.T923i
                                   + 0.228327 + (5.0/3.0) * -0.045872 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -35467,9 +40660,13 @@ void rate_p_Mg26_to_n_Al26_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  14.8989 + -55.6072 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  55.6072 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -35483,8 +40680,8 @@ void rate_p_Mg26_to_n_Al26_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Mg26_to_He4_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Mg26_to_He4_Na23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg26 + p --> He4 + Na23
 
@@ -35499,9 +40696,13 @@ void rate_p_Mg26_to_He4_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  47.1157 + -21.128 * tfactors.T9i + -50.2042 * tfactors.T913i + 1.76141 * tfactors.T913
                          + -1.36813 * tfactors.T9 + 0.123087 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  21.128 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -50.2042 * tfactors.T943i + (1.0/3.0) * 1.76141 * tfactors.T923i
                                   + -1.36813 + (5.0/3.0) * 0.123087 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -35515,8 +40716,8 @@ void rate_p_Mg26_to_He4_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mg26_to_n_Si29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mg26_to_n_Si29_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mg26 + He4 --> n + Si29
 
@@ -35531,9 +40732,13 @@ void rate_He4_Mg26_to_n_Si29_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  45.8397 + -53.505 * tfactors.T913i + 0.045598 * tfactors.T913
                          + -0.194481 * tfactors.T9 + -0.0748153 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -53.505 * tfactors.T943i + (1.0/3.0) * 0.045598 * tfactors.T923i
                                   + -0.194481 + (5.0/3.0) * -0.0748153 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -35548,9 +40753,13 @@ void rate_He4_Mg26_to_n_Si29_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  15.7057 + -18.73 * tfactors.T9i + -9.54056 * tfactors.T913
                          + 4.71712 * tfactors.T9 + -0.461053 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  18.73 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -9.54056 * tfactors.T923i
                                   + 4.71712 + (5.0/3.0) * -0.461053 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -35564,8 +40773,8 @@ void rate_He4_Mg26_to_n_Si29_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Al25_to_p_Mg25_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Al25_to_p_Mg25_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al25 + n --> p + Mg25
 
@@ -35580,9 +40789,13 @@ void rate_n_Al25_to_p_Mg25_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  18.4104 + 2.28536 * tfactors.T913
                          + -0.38512 * tfactors.T9 + 0.0288056 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 2.28536 * tfactors.T923i
                                   + -0.38512 + (5.0/3.0) * 0.0288056 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -35596,8 +40809,8 @@ void rate_n_Al25_to_p_Mg25_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Al25_to_He4_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Al25_to_He4_Na22_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al25 + n --> He4 + Na22
 
@@ -35612,9 +40825,13 @@ void rate_n_Al25_to_He4_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  8.93927 + 2.92382 * tfactors.T913
                          + 0.706669 * tfactors.T9 + -0.0950292 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 2.92382 * tfactors.T923i
                                   + 0.706669 + (5.0/3.0) * -0.0950292 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -35628,8 +40845,8 @@ void rate_n_Al25_to_He4_Na22_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Al25_to_p_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Al25_to_p_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al25 + He4 --> p + Si28
 
@@ -35644,9 +40861,13 @@ void rate_He4_Al25_to_p_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  47.6167 + -56.3424 * tfactors.T913i + 0.553763 * tfactors.T913
                          + -0.84072 * tfactors.T9 + 0.0634219 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -56.3424 * tfactors.T943i + (1.0/3.0) * 0.553763 * tfactors.T923i
                                   + -0.84072 + (5.0/3.0) * 0.0634219 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -35660,8 +40881,8 @@ void rate_He4_Al25_to_p_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Al26_to_p_Mg26_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Al26_to_p_Mg26_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al26 + n --> p + Mg26
 
@@ -35676,9 +40897,13 @@ void rate_n_Al26_to_p_Mg26_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  13.565 + -0.203581 * tfactors.T9i + 3.87515 * tfactors.T913
                          + 0.228327 * tfactors.T9 + -0.045872 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.203581 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 3.87515 * tfactors.T923i
                                   + 0.228327 + (5.0/3.0) * -0.045872 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -35693,9 +40918,13 @@ void rate_n_Al26_to_p_Mg26_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  12.501 + -0.0608268 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.0608268 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -35710,9 +40939,13 @@ void rate_n_Al26_to_p_Mg26_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  11.1387 + 7.36773 * tfactors.T913
                          + -2.42424 * tfactors.T9 + 0.313743 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 7.36773 * tfactors.T923i
                                   + -2.42424 + (5.0/3.0) * 0.313743 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -35726,8 +40959,8 @@ void rate_n_Al26_to_p_Mg26_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Al26_to_He4_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Al26_to_He4_Na23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al26 + n --> He4 + Na23
 
@@ -35742,9 +40975,13 @@ void rate_n_Al26_to_He4_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  13.62 + -0.0661138 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.0661138 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -35759,9 +40996,13 @@ void rate_n_Al26_to_He4_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  11.6414 + 5.07134 * tfactors.T913
                          + -0.557537 * tfactors.T9 + 0.0451737 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 5.07134 * tfactors.T923i
                                   + -0.557537 + (5.0/3.0) * 0.0451737 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -35776,9 +41017,13 @@ void rate_n_Al26_to_He4_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  14.7127 + -0.41015 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.41015 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -35792,8 +41037,8 @@ void rate_n_Al26_to_He4_Na23_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Al26_to_He4_Mg23_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Al26_to_He4_Mg23_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al26 + p --> He4 + Mg23
 
@@ -35808,9 +41053,13 @@ void rate_p_Al26_to_He4_Mg23_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  46.4058 + -21.7293 * tfactors.T9i + -53.203 * tfactors.T913i + 0.71292 * tfactors.T913
                          + -0.892548 * tfactors.T9 + 0.0709813 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  21.7293 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -53.203 * tfactors.T943i + (1.0/3.0) * 0.71292 * tfactors.T923i
                                   + -0.892548 + (5.0/3.0) * 0.0709813 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -35824,8 +41073,8 @@ void rate_p_Al26_to_He4_Mg23_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Al26_to_n_P29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Al26_to_n_P29_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al26 + He4 --> n + P29
 
@@ -35840,9 +41089,13 @@ void rate_He4_Al26_to_n_P29_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -42.1718 + -10.4914 * tfactors.T9i + 41.9938 * tfactors.T913
                          + -4.54859 * tfactors.T9 + 0.243841 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.4914 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 41.9938 * tfactors.T923i
                                   + -4.54859 + (5.0/3.0) * 0.243841 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -35856,8 +41109,8 @@ void rate_He4_Al26_to_n_P29_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Al26_to_p_Si29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Al26_to_p_Si29_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al26 + He4 --> p + Si29
 
@@ -35872,9 +41125,13 @@ void rate_He4_Al26_to_p_Si29_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  47.7092 + -56.4422 * tfactors.T913i + 0.705353 * tfactors.T913
                          + -0.957427 * tfactors.T9 + 0.0756045 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -56.4422 * tfactors.T943i + (1.0/3.0) * 0.705353 * tfactors.T923i
                                   + -0.957427 + (5.0/3.0) * 0.0756045 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -35888,8 +41145,8 @@ void rate_He4_Al26_to_p_Si29_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al27 + p --> He4 + Mg24
 
@@ -35904,9 +41161,13 @@ void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -7.02789 + -4.2425 * tfactors.T9i + 18.0416 * tfactors.T913
                          + -1.54137 * tfactors.T9 + 0.0847506 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.2425 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 18.0416 * tfactors.T923i
                                   + -1.54137 + (5.0/3.0) * 0.0847506 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -35921,9 +41182,13 @@ void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -26.8683 + -0.963012 * tfactors.T9i + 5.18642 * tfactors.T913i + -34.7936 * tfactors.T913
                          + 168.225 * tfactors.T9 + -115.825 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.963012 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 5.18642 * tfactors.T943i + (1.0/3.0) * -34.7936 * tfactors.T923i
                                   + 168.225 + (5.0/3.0) * -115.825 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -35938,9 +41203,13 @@ void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  29.4576 + -26.4162 * tfactors.T913i
                          + -2.0 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -26.4162 * tfactors.T943i
                                   + (5.0/3.0) * -2.0 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -35954,8 +41223,8 @@ void rate_p_Al27_to_He4_Mg24_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Al27_to_C12_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Al27_to_C12_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al27 + p --> C12 + O16
 
@@ -35970,9 +41239,13 @@ void rate_p_Al27_to_C12_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  68.9829 + -59.8017 * tfactors.T9i + -119.242 * tfactors.T913i + 13.3667 * tfactors.T913
                          + 0.295425 * tfactors.T9 + -0.267288 * tfactors.T953 + -9.91729 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  59.8017 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -119.242 * tfactors.T943i + (1.0/3.0) * 13.3667 * tfactors.T923i
                                   + 0.295425 + (5.0/3.0) * -0.267288 * tfactors.T923 + -9.91729 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -35986,8 +41259,8 @@ void rate_p_Al27_to_C12_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Al27_to_n_P30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Al27_to_n_P30_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al27 + He4 --> n + P30
 
@@ -36002,9 +41275,13 @@ void rate_He4_Al27_to_n_P30_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  6.09163 + -30.667 * tfactors.T9i + 5.40982 * tfactors.T913
                          + -0.265676 * tfactors.T9 + 1.0 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  30.667 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 5.40982 * tfactors.T923i
                                   + -0.265676 + 1.0 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -36019,9 +41296,13 @@ void rate_He4_Al27_to_n_P30_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  11.3074 + -30.667 * tfactors.T9i + 0.311974 * tfactors.T913
                          + -2.02044 * tfactors.T9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  30.667 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 0.311974 * tfactors.T923i
                                   + -2.02044;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -36035,8 +41316,8 @@ void rate_He4_Al27_to_n_P30_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Al27_to_p_Si30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Al27_to_p_Si30_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Al27 + He4 --> p + Si30
 
@@ -36051,9 +41332,13 @@ void rate_He4_Al27_to_p_Si30_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  47.4856 + -56.5351 * tfactors.T913i + 1.60477 * tfactors.T913
                          + -1.40594 * tfactors.T9 + 0.127353 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -56.5351 * tfactors.T943i + (1.0/3.0) * 1.60477 * tfactors.T923i
                                   + -1.40594 + (5.0/3.0) * 0.127353 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -36067,8 +41352,8 @@ void rate_He4_Al27_to_p_Si30_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Si28_to_He4_Mg25_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Si28_to_He4_Mg25_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si28 + n --> He4 + Mg25
 
@@ -36083,9 +41368,13 @@ void rate_n_Si28_to_He4_Mg25_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  48.7694 + -30.7983 * tfactors.T9i + -53.415 * tfactors.T913i + -1.46489 * tfactors.T913
                          + 1.7777 * tfactors.T9 + -0.903499 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  30.7983 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -53.415 * tfactors.T943i + (1.0/3.0) * -1.46489 * tfactors.T923i
                                   + 1.7777 + (5.0/3.0) * -0.903499 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -36100,9 +41389,13 @@ void rate_n_Si28_to_He4_Mg25_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  41.3451 + -30.7983 * tfactors.T9i + -53.416 * tfactors.T913i + 8.01209 * tfactors.T913
                          + -2.64791 * tfactors.T9 + 0.218637 * tfactors.T953 + 0.333333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  30.7983 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -53.416 * tfactors.T943i + (1.0/3.0) * 8.01209 * tfactors.T923i
                                   + -2.64791 + (5.0/3.0) * 0.218637 * tfactors.T923 + 0.333333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -36116,8 +41409,8 @@ void rate_n_Si28_to_He4_Mg25_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Si28_to_He4_Al25_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Si28_to_He4_Al25_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si28 + p --> He4 + Al25
 
@@ -36132,9 +41425,13 @@ void rate_p_Si28_to_He4_Al25_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  50.6248 + -89.5005 * tfactors.T9i + -56.3424 * tfactors.T913i + 0.553763 * tfactors.T913
                          + -0.84072 * tfactors.T9 + 0.0634219 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  89.5005 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -56.3424 * tfactors.T943i + (1.0/3.0) * 0.553763 * tfactors.T923i
                                   + -0.84072 + (5.0/3.0) * 0.0634219 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -36148,8 +41445,8 @@ void rate_p_Si28_to_He4_Al25_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Si28_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Si28_to_p_P31_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si28 + He4 --> p + P31
 
@@ -36164,9 +41461,13 @@ void rate_He4_Si28_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -13.4595 + -24.112 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  24.112 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -36181,9 +41482,13 @@ void rate_He4_Si28_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -11.4335 + -25.6606 * tfactors.T9i + 21.521 * tfactors.T913
                          + -1.90355 * tfactors.T9 + 0.092724 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  25.6606 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 21.521 * tfactors.T923i
                                   + -1.90355 + (5.0/3.0) * 0.092724 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -36198,9 +41503,13 @@ void rate_He4_Si28_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  60.3424 + -22.2348 * tfactors.T9i + -31.932 * tfactors.T913i + -77.0334 * tfactors.T913
                          + -43.6847 * tfactors.T9 + -4.28955 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  22.2348 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -31.932 * tfactors.T943i + (1.0/3.0) * -77.0334 * tfactors.T923i
                                   + -43.6847 + (5.0/3.0) * -4.28955 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -36214,8 +41523,8 @@ void rate_He4_Si28_to_p_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Si28_to_C12_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Si28_to_C12_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si28 + He4 --> C12 + Ne20
 
@@ -36230,9 +41539,13 @@ void rate_He4_Si28_to_C12_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate,
     ln_set_rate =  -307.762 + -186.722 * tfactors.T9i + 514.197 * tfactors.T913i + -200.896 * tfactors.T913
                          + -6.42713 * tfactors.T9 + 0.758256 * tfactors.T953 + 236.359 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  186.722 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 514.197 * tfactors.T943i + (1.0/3.0) * -200.896 * tfactors.T923i
                                   + -6.42713 + (5.0/3.0) * 0.758256 * tfactors.T923 + 236.359 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -36246,8 +41559,8 @@ void rate_He4_Si28_to_C12_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate,
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Si28_to_O16_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Si28_to_O16_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si28 + He4 --> O16 + O16
 
@@ -36262,9 +41575,13 @@ void rate_He4_Si28_to_O16_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, a
     ln_set_rate =  97.7904 + -111.595 * tfactors.T9i + -119.324 * tfactors.T913i + -32.2497 * tfactors.T913
                          + 1.46214 * tfactors.T9 + -0.200893 * tfactors.T953 + 13.2148 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  111.595 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -119.324 * tfactors.T943i + (1.0/3.0) * -32.2497 * tfactors.T923i
                                   + 1.46214 + (5.0/3.0) * -0.200893 * tfactors.T923 + 13.2148 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -36278,8 +41595,8 @@ void rate_He4_Si28_to_O16_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, a
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Si29_to_He4_Mg26_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Si29_to_He4_Mg26_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si29 + n --> He4 + Mg26
 
@@ -36294,9 +41611,13 @@ void rate_n_Si29_to_He4_Mg26_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  46.369 + -0.394553 * tfactors.T9i + -53.505 * tfactors.T913i + 0.045598 * tfactors.T913
                          + -0.194481 * tfactors.T9 + -0.0748153 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.394553 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -53.505 * tfactors.T943i + (1.0/3.0) * 0.045598 * tfactors.T923i
                                   + -0.194481 + (5.0/3.0) * -0.0748153 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -36311,9 +41632,13 @@ void rate_n_Si29_to_He4_Mg26_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  16.235 + -19.1246 * tfactors.T9i + -9.54056 * tfactors.T913
                          + 4.71712 * tfactors.T9 + -0.461053 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  19.1246 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -9.54056 * tfactors.T923i
                                   + 4.71712 + (5.0/3.0) * -0.461053 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -36327,8 +41652,8 @@ void rate_n_Si29_to_He4_Mg26_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Si29_to_n_P29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Si29_to_n_P29_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si29 + p --> n + P29
 
@@ -36343,9 +41668,13 @@ void rate_p_Si29_to_n_P29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  18.5351 + -66.4331 * tfactors.T9i + 1.48018 * tfactors.T913
                          + -0.177129 * tfactors.T9 + 0.0127163 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  66.4331 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 1.48018 * tfactors.T923i
                                   + -0.177129 + (5.0/3.0) * 0.0127163 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -36359,8 +41688,8 @@ void rate_p_Si29_to_n_P29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Si29_to_He4_Al26_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Si29_to_He4_Al26_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si29 + p --> He4 + Al26
 
@@ -36375,9 +41704,13 @@ void rate_p_Si29_to_He4_Al26_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  50.6364 + -55.9416 * tfactors.T9i + -56.4422 * tfactors.T913i + 0.705353 * tfactors.T913
                          + -0.957427 * tfactors.T9 + 0.0756045 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  55.9416 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -56.4422 * tfactors.T943i + (1.0/3.0) * 0.705353 * tfactors.T923i
                                   + -0.957427 + (5.0/3.0) * 0.0756045 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -36391,8 +41724,8 @@ void rate_p_Si29_to_He4_Al26_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Si29_to_n_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Si29_to_n_S32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si29 + He4 --> n + S32
 
@@ -36407,9 +41740,13 @@ void rate_He4_Si29_to_n_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -2.87932 + -17.7056 * tfactors.T9i + 9.48125 * tfactors.T913
                          + 0.4472 * tfactors.T9 + -0.119237 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  17.7056 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 9.48125 * tfactors.T923i
                                   + 0.4472 + (5.0/3.0) * -0.119237 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -36423,8 +41760,8 @@ void rate_He4_Si29_to_n_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Si29_to_p_P32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Si29_to_p_P32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si29 + He4 --> p + P32
 
@@ -36439,9 +41776,13 @@ void rate_He4_Si29_to_p_P32_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  117.4 + -32.3767 * tfactors.T9i + 160.025 * tfactors.T913i + -285.126 * tfactors.T913
                          + 16.3226 * tfactors.T9 + -0.928477 * tfactors.T953 + 138.458 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  32.3767 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 160.025 * tfactors.T943i + (1.0/3.0) * -285.126 * tfactors.T923i
                                   + 16.3226 + (5.0/3.0) * -0.928477 * tfactors.T923 + 138.458 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -36455,8 +41796,8 @@ void rate_He4_Si29_to_p_P32_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Si30_to_n_P30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Si30_to_n_P30_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si30 + p --> n + P30
 
@@ -36471,9 +41812,13 @@ void rate_p_Si30_to_n_P30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  19.4345 + -58.1931 * tfactors.T9i + 1.88379 * tfactors.T913
                          + -0.330243 * tfactors.T9 + 0.0239836 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  58.1931 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 1.88379 * tfactors.T923i
                                   + -0.330243 + (5.0/3.0) * 0.0239836 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -36487,8 +41832,8 @@ void rate_p_Si30_to_n_P30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Si30_to_He4_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Si30_to_He4_Al27_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si30 + p --> He4 + Al27
 
@@ -36503,9 +41848,13 @@ void rate_p_Si30_to_He4_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  50.5056 + -27.5284 * tfactors.T9i + -56.5351 * tfactors.T913i + 1.60477 * tfactors.T913
                          + -1.40594 * tfactors.T9 + 0.127353 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  27.5284 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -56.5351 * tfactors.T943i + (1.0/3.0) * 1.60477 * tfactors.T923i
                                   + -1.40594 + (5.0/3.0) * 0.127353 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -36519,8 +41868,8 @@ void rate_p_Si30_to_He4_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Si30_to_n_S33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Si30_to_n_S33_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si30 + He4 --> n + S33
 
@@ -36535,9 +41884,13 @@ void rate_He4_Si30_to_n_S33_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  17.3228 + -40.5385 * tfactors.T9i + -0.725571 * tfactors.T913
                          + 0.430731 * tfactors.T9 + -0.0323663 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  40.5385 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.725571 * tfactors.T923i
                                   + 0.430731 + (5.0/3.0) * -0.0323663 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -36551,8 +41904,8 @@ void rate_He4_Si30_to_n_S33_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Si30_to_p_P33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Si30_to_p_P33_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si30 + He4 --> p + P33
 
@@ -36567,9 +41920,13 @@ void rate_He4_Si30_to_p_P33_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  81.0152 + -37.7526 * tfactors.T9i + 110.297 * tfactors.T913i + -193.863 * tfactors.T913
                          + 11.4977 * tfactors.T9 + -0.687235 * tfactors.T953 + 94.819 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  37.7526 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 110.297 * tfactors.T943i + (1.0/3.0) * -193.863 * tfactors.T923i
                                   + 11.4977 + (5.0/3.0) * -0.687235 * tfactors.T923 + 94.819 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -36583,8 +41940,8 @@ void rate_He4_Si30_to_p_P33_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Si31_to_n_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Si31_to_n_P31_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si31 + p --> n + P31
 
@@ -36599,9 +41956,13 @@ void rate_p_Si31_to_n_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  80.5195 + -3.3832 * tfactors.T9i + 119.352 * tfactors.T913i + -198.709 * tfactors.T913
                          + 10.5994 * tfactors.T9 + -0.583506 * tfactors.T953 + 100.693 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.3832 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 119.352 * tfactors.T943i + (1.0/3.0) * -198.709 * tfactors.T923i
                                   + 10.5994 + (5.0/3.0) * -0.583506 * tfactors.T923 + 100.693 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -36615,8 +41976,8 @@ void rate_p_Si31_to_n_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Si31_to_n_S34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Si31_to_n_S34_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si31 + He4 --> n + S34
 
@@ -36631,9 +41992,13 @@ void rate_He4_Si31_to_n_S34_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -5.10649 + -2.7438 * tfactors.T9i + -22.4045 * tfactors.T913i + 23.4647 * tfactors.T913
                          + -4.73922 * tfactors.T9 + 0.371237 * tfactors.T953 + 4.62837 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.7438 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -22.4045 * tfactors.T943i + (1.0/3.0) * 23.4647 * tfactors.T923i
                                   + -4.73922 + (5.0/3.0) * 0.371237 * tfactors.T923 + 4.62837 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -36647,8 +42012,8 @@ void rate_He4_Si31_to_n_S34_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Si32_to_n_P32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Si32_to_n_P32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si32 + p --> n + P32
 
@@ -36663,9 +42028,13 @@ void rate_p_Si32_to_n_P32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -32.8411 + -6.17898 * tfactors.T9i + -31.4944 * tfactors.T913i + 82.7906 * tfactors.T913
                          + -5.28792 * tfactors.T9 + 0.278753 * tfactors.T953 + -31.7623 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.17898 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -31.4944 * tfactors.T943i + (1.0/3.0) * 82.7906 * tfactors.T923i
                                   + -5.28792 + (5.0/3.0) * 0.278753 * tfactors.T923 + -31.7623 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -36679,8 +42048,8 @@ void rate_p_Si32_to_n_P32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Si32_to_n_S35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Si32_to_n_S35_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Si32 + He4 --> n + S35
 
@@ -36695,9 +42064,13 @@ void rate_He4_Si32_to_n_S35_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -29.9932 + -10.223 * tfactors.T9i + 32.5444 * tfactors.T913
                          + -2.95994 * tfactors.T9 + 0.119682 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.223 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 32.5444 * tfactors.T923i
                                   + -2.95994 + (5.0/3.0) * 0.119682 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -36711,8 +42084,8 @@ void rate_He4_Si32_to_n_S35_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_P29_to_p_Si29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_P29_to_p_Si29_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P29 + n --> p + Si29
 
@@ -36727,9 +42100,13 @@ void rate_n_P29_to_p_Si29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  18.5351 + 1.48018 * tfactors.T913
                          + -0.177129 * tfactors.T9 + 0.0127163 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 1.48018 * tfactors.T923i
                                   + -0.177129 + (5.0/3.0) * 0.0127163 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -36743,8 +42120,8 @@ void rate_n_P29_to_p_Si29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_P29_to_He4_Al26_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_P29_to_He4_Al26_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P29 + n --> He4 + Al26
 
@@ -36759,9 +42136,13 @@ void rate_n_P29_to_He4_Al26_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -39.2446 + 41.9938 * tfactors.T913
                          + -4.54859 * tfactors.T9 + 0.243841 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 41.9938 * tfactors.T923i
                                   + -4.54859 + (5.0/3.0) * 0.243841 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -36775,8 +42156,8 @@ void rate_n_P29_to_He4_Al26_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_P29_to_p_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_P29_to_p_S32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P29 + He4 --> p + S32
 
@@ -36791,9 +42172,13 @@ void rate_He4_P29_to_p_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  50.2824 + -62.3802 * tfactors.T913i + 0.459085 * tfactors.T913
                          + -0.870169 * tfactors.T9 + 0.0631143 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -62.3802 * tfactors.T943i + (1.0/3.0) * 0.459085 * tfactors.T923i
                                   + -0.870169 + (5.0/3.0) * 0.0631143 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -36807,8 +42192,8 @@ void rate_He4_P29_to_p_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_P30_to_p_Si30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_P30_to_p_Si30_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P30 + n --> p + Si30
 
@@ -36823,9 +42208,13 @@ void rate_n_P30_to_p_Si30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  18.3359 + 1.88379 * tfactors.T913
                          + -0.330243 * tfactors.T9 + 0.0239836 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 1.88379 * tfactors.T923i
                                   + -0.330243 + (5.0/3.0) * 0.0239836 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -36839,8 +42228,8 @@ void rate_n_P30_to_p_Si30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_P30_to_He4_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_P30_to_He4_Al27_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P30 + n --> He4 + Al27
 
@@ -36855,9 +42244,13 @@ void rate_n_P30_to_He4_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  8.01303 + 0.0036935 * tfactors.T9i + 5.40982 * tfactors.T913
                          + -0.265676 * tfactors.T9 + 1.0 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.0036935 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 5.40982 * tfactors.T923i
                                   + -0.265676 + 1.0 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -36872,9 +42265,13 @@ void rate_n_P30_to_He4_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  13.2288 + 0.0036935 * tfactors.T9i + 0.311974 * tfactors.T913
                          + -2.02044 * tfactors.T9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.0036935 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 0.311974 * tfactors.T923i
                                   + -2.02044;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -36888,8 +42285,8 @@ void rate_n_P30_to_He4_Al27_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_P30_to_n_Cl33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_P30_to_n_Cl33_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P30 + He4 --> n + Cl33
 
@@ -36904,9 +42301,13 @@ void rate_He4_P30_to_n_Cl33_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  14.9462 + -56.2069 * tfactors.T9i + 1.33535 * tfactors.T913
                          + -0.149988 * tfactors.T9 + 0.0279218 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  56.2069 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 1.33535 * tfactors.T923i
                                   + -0.149988 + (5.0/3.0) * 0.0279218 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -36920,8 +42321,8 @@ void rate_He4_P30_to_n_Cl33_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_P30_to_p_S33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_P30_to_p_S33_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P30 + He4 --> p + S33
 
@@ -36936,9 +42337,13 @@ void rate_He4_P30_to_p_S33_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  49.813 + -62.4643 * tfactors.T913i + 0.492934 * tfactors.T913
                          + -0.841855 * tfactors.T9 + 0.059263 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -62.4643 * tfactors.T943i + (1.0/3.0) * 0.492934 * tfactors.T923i
                                   + -0.841855 + (5.0/3.0) * 0.059263 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -36952,8 +42357,8 @@ void rate_He4_P30_to_p_S33_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_P31_to_p_Si31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_P31_to_p_Si31_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P31 + n --> p + Si31
 
@@ -36968,9 +42373,13 @@ void rate_n_P31_to_p_Si31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  81.2126 + -11.6108 * tfactors.T9i + 119.352 * tfactors.T913i + -198.709 * tfactors.T913
                          + 10.5994 * tfactors.T9 + -0.583506 * tfactors.T953 + 100.693 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  11.6108 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 119.352 * tfactors.T943i + (1.0/3.0) * -198.709 * tfactors.T923i
                                   + 10.5994 + (5.0/3.0) * -0.583506 * tfactors.T923 + 100.693 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -36984,8 +42393,8 @@ void rate_n_P31_to_p_Si31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P31 + p --> He4 + Si28
 
@@ -37000,9 +42409,13 @@ void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -10.893 + -3.42575 * tfactors.T9i + 21.521 * tfactors.T913
                          + -1.90355 * tfactors.T9 + 0.092724 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.42575 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 21.521 * tfactors.T923i
                                   + -1.90355 + (5.0/3.0) * 0.092724 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -37017,9 +42430,13 @@ void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -12.919 + -1.87716 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.87716 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -37034,9 +42451,13 @@ void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  60.8829 + -31.932 * tfactors.T913i + -77.0334 * tfactors.T913
                          + -43.6847 * tfactors.T9 + -4.28955 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -31.932 * tfactors.T943i + (1.0/3.0) * -77.0334 * tfactors.T923i
                                   + -43.6847 + (5.0/3.0) * -4.28955 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -37050,8 +42471,8 @@ void rate_p_P31_to_He4_Si28_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_P31_to_C12_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_P31_to_C12_Ne20_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P31 + p --> C12 + Ne20
 
@@ -37066,9 +42487,13 @@ void rate_p_P31_to_C12_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -266.452 + -156.019 * tfactors.T9i + 361.154 * tfactors.T913i + -92.643 * tfactors.T913
                          + -9.98738 * tfactors.T9 + 0.892737 * tfactors.T953 + 161.042 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  156.019 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 361.154 * tfactors.T943i + (1.0/3.0) * -92.643 * tfactors.T923i
                                   + -9.98738 + (5.0/3.0) * 0.892737 * tfactors.T923 + 161.042 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -37082,8 +42507,8 @@ void rate_p_P31_to_C12_Ne20_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_P31_to_O16_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_P31_to_O16_O16_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P31 + p --> O16 + O16
 
@@ -37098,9 +42523,13 @@ void rate_p_P31_to_O16_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  86.3501 + -88.8797 * tfactors.T9i + -145.844 * tfactors.T913i + 8.72612 * tfactors.T913
                          + -0.554035 * tfactors.T9 + -0.137562 * tfactors.T953 + -6.88807 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  88.8797 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -145.844 * tfactors.T943i + (1.0/3.0) * 8.72612 * tfactors.T923i
                                   + -0.554035 + (5.0/3.0) * -0.137562 * tfactors.T923 + -6.88807 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -37114,8 +42543,8 @@ void rate_p_P31_to_O16_O16_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_P31_to_n_Cl34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_P31_to_n_Cl34_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P31 + He4 --> n + Cl34
 
@@ -37130,9 +42559,13 @@ void rate_He4_P31_to_n_Cl34_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  16.9244 + -65.5365 * tfactors.T9i + -0.466069 * tfactors.T913
                          + 0.167169 * tfactors.T9 + -0.00537463 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  65.5365 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.466069 * tfactors.T923i
                                   + 0.167169 + (5.0/3.0) * -0.00537463 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -37146,8 +42579,8 @@ void rate_He4_P31_to_n_Cl34_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_P31_to_p_S34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_P31_to_p_S34_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P31 + He4 --> p + S34
 
@@ -37162,9 +42595,13 @@ void rate_He4_P31_to_p_S34_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  49.0993 + -62.5433 * tfactors.T913i + 1.69339 * tfactors.T913
                          + -1.27872 * tfactors.T9 + 0.106616 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -62.5433 * tfactors.T943i + (1.0/3.0) * 1.69339 * tfactors.T923i
                                   + -1.27872 + (5.0/3.0) * 0.106616 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -37178,8 +42615,8 @@ void rate_He4_P31_to_p_S34_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_P32_to_p_Si32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_P32_to_p_Si32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P32 + n --> p + Si32
 
@@ -37194,9 +42631,13 @@ void rate_n_P32_to_p_Si32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -33.9397 + 0.296332 * tfactors.T9i + -31.4944 * tfactors.T913i + 82.7906 * tfactors.T913
                          + -5.28792 * tfactors.T9 + 0.278753 * tfactors.T953 + -31.7623 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -0.296332 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -31.4944 * tfactors.T943i + (1.0/3.0) * 82.7906 * tfactors.T923i
                                   + -5.28792 + (5.0/3.0) * 0.278753 * tfactors.T923 + -31.7623 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -37210,8 +42651,8 @@ void rate_n_P32_to_p_Si32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_P32_to_n_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_P32_to_n_S32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P32 + p --> n + S32
 
@@ -37226,9 +42667,13 @@ void rate_p_P32_to_n_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  82.294 + -3.56696 * tfactors.T9i + 124.605 * tfactors.T913i + -206.844 * tfactors.T913
                          + 11.0016 * tfactors.T9 + -0.612898 * tfactors.T953 + 104.905 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.56696 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 124.605 * tfactors.T943i + (1.0/3.0) * -206.844 * tfactors.T923i
                                   + 11.0016 + (5.0/3.0) * -0.612898 * tfactors.T923 + 104.905 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -37242,8 +42687,8 @@ void rate_p_P32_to_n_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_P32_to_He4_Si29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_P32_to_He4_Si29_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P32 + p --> He4 + Si29
 
@@ -37258,9 +42703,13 @@ void rate_p_P32_to_He4_Si29_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  118.233 + -3.89928 * tfactors.T9i + 160.025 * tfactors.T913i + -285.126 * tfactors.T913
                          + 16.3226 * tfactors.T9 + -0.928477 * tfactors.T953 + 138.458 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.89928 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 160.025 * tfactors.T943i + (1.0/3.0) * -285.126 * tfactors.T923i
                                   + 16.3226 + (5.0/3.0) * -0.928477 * tfactors.T923 + 138.458 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -37274,8 +42723,8 @@ void rate_p_P32_to_He4_Si29_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_P32_to_n_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_P32_to_n_Cl35_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P32 + He4 --> n + Cl35
 
@@ -37290,9 +42739,13 @@ void rate_He4_P32_to_n_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -33.0327 + -10.8859 * tfactors.T9i + 35.1367 * tfactors.T913
                          + -3.30169 * tfactors.T9 + 0.150699 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.8859 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 35.1367 * tfactors.T923i
                                   + -3.30169 + (5.0/3.0) * 0.150699 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -37306,8 +42759,8 @@ void rate_He4_P32_to_n_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_P32_to_p_S35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_P32_to_p_S35_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P32 + He4 --> p + S35
 
@@ -37322,9 +42775,13 @@ void rate_He4_P32_to_p_S35_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -31.5296 + -3.74729 * tfactors.T9i + -26.7922 * tfactors.T913i + 56.581 * tfactors.T913
                          + -10.5304 * tfactors.T9 + 0.9493 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.74729 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -26.7922 * tfactors.T943i + (1.0/3.0) * 56.581 * tfactors.T923i
                                   + -10.5304 + (5.0/3.0) * 0.9493 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -37338,8 +42795,8 @@ void rate_He4_P32_to_p_S35_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_P33_to_n_S33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_P33_to_n_S33_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P33 + p --> n + S33
 
@@ -37354,9 +42811,13 @@ void rate_p_P33_to_n_S33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  5.79458 + -6.19492 * tfactors.T9i + 8.02978 * tfactors.T913
                          + -0.479244 * tfactors.T9 + 0.0134889 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.19492 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 8.02978 * tfactors.T923i
                                   + -0.479244 + (5.0/3.0) * 0.0134889 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -37370,8 +42831,8 @@ void rate_p_P33_to_n_S33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_P33_to_He4_Si30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_P33_to_He4_Si30_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P33 + p --> He4 + Si30
 
@@ -37386,9 +42847,13 @@ void rate_p_P33_to_He4_Si30_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  81.5654 + -3.41491 * tfactors.T9i + 110.297 * tfactors.T913i + -193.863 * tfactors.T913
                          + 11.4977 * tfactors.T9 + -0.687235 * tfactors.T953 + 94.819 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.41491 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 110.297 * tfactors.T943i + (1.0/3.0) * -193.863 * tfactors.T923i
                                   + 11.4977 + (5.0/3.0) * -0.687235 * tfactors.T923 + 94.819 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -37402,8 +42867,8 @@ void rate_p_P33_to_He4_Si30_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_P33_to_n_Cl36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_P33_to_n_Cl36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P33 + He4 --> n + Cl36
 
@@ -37418,9 +42883,13 @@ void rate_He4_P33_to_n_Cl36_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  11.13 + -28.5706 * tfactors.T9i + -0.927614 * tfactors.T913
                          + 1.68083 * tfactors.T9 + -0.183233 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  28.5706 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.927614 * tfactors.T923i
                                   + 1.68083 + (5.0/3.0) * -0.183233 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -37434,8 +42903,8 @@ void rate_He4_P33_to_n_Cl36_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_P33_to_p_S36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_P33_to_p_S36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // P33 + He4 --> p + S36
 
@@ -37450,9 +42919,13 @@ void rate_He4_P33_to_p_S36_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -16.0835 + -6.23702 * tfactors.T9i + -26.7991 * tfactors.T913i + 44.6374 * tfactors.T913
                          + -9.82916 * tfactors.T9 + 0.995523 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.23702 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -26.7991 * tfactors.T943i + (1.0/3.0) * 44.6374 * tfactors.T923i
                                   + -9.82916 + (5.0/3.0) * 0.995523 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -37466,8 +42939,8 @@ void rate_He4_P33_to_p_S36_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_S32_to_p_P32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_S32_to_p_P32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S32 + n --> p + P32
 
@@ -37482,9 +42955,13 @@ void rate_n_S32_to_p_P32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  83.3926 + -14.3359 * tfactors.T9i + 124.605 * tfactors.T913i + -206.844 * tfactors.T913
                          + 11.0016 * tfactors.T9 + -0.612898 * tfactors.T953 + 104.905 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  14.3359 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 124.605 * tfactors.T943i + (1.0/3.0) * -206.844 * tfactors.T923i
                                   + 11.0016 + (5.0/3.0) * -0.612898 * tfactors.T923 + 104.905 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -37498,8 +42975,8 @@ void rate_n_S32_to_p_P32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_S32_to_He4_Si29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_S32_to_He4_Si29_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S32 + n --> He4 + Si29
 
@@ -37514,9 +42991,13 @@ void rate_n_S32_to_He4_Si29_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -0.947538 + 9.48125 * tfactors.T913
                          + 0.4472 * tfactors.T9 + -0.119237 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 9.48125 * tfactors.T923i
                                   + 0.4472 + (5.0/3.0) * -0.119237 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -37530,8 +43011,8 @@ void rate_n_S32_to_He4_Si29_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_S32_to_He4_P29_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_S32_to_He4_P29_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S32 + p --> He4 + P29
 
@@ -37546,9 +43027,13 @@ void rate_p_S32_to_He4_P29_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  52.2142 + -48.7275 * tfactors.T9i + -62.3802 * tfactors.T913i + 0.459085 * tfactors.T913
                          + -0.870169 * tfactors.T9 + 0.0631143 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  48.7275 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -62.3802 * tfactors.T943i + (1.0/3.0) * 0.459085 * tfactors.T923i
                                   + -0.870169 + (5.0/3.0) * 0.0631143 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -37562,8 +43047,8 @@ void rate_p_S32_to_He4_P29_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_S32_to_p_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_S32_to_p_Cl35_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S32 + He4 --> p + Cl35
 
@@ -37578,9 +43063,13 @@ void rate_He4_S32_to_p_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -57.395 + -22.1894 * tfactors.T9i + 25.5338 * tfactors.T913
                          + 6.45824 * tfactors.T9 + -0.950294 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  22.1894 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 25.5338 * tfactors.T923i
                                   + 6.45824 + (5.0/3.0) * -0.950294 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -37595,9 +43084,13 @@ void rate_He4_S32_to_p_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  32.2544 + -21.6564 * tfactors.T9i + -30.9147 * tfactors.T913i + -1.2345 * tfactors.T913
                          + 22.5118 * tfactors.T9 + -33.0589 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  21.6564 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -30.9147 * tfactors.T943i + (1.0/3.0) * -1.2345 * tfactors.T923i
                                   + 22.5118 + (5.0/3.0) * -33.0589 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -37612,9 +43105,13 @@ void rate_He4_S32_to_p_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  2.42563 + -27.6662 * tfactors.T9i + 5.33756 * tfactors.T913
                          + 1.64418 * tfactors.T9 + -0.246167 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  27.6662 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 5.33756 * tfactors.T923i
                                   + 1.64418 + (5.0/3.0) * -0.246167 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -37629,9 +43126,13 @@ void rate_He4_S32_to_p_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -0.877602 + -25.5914 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  25.5914 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -37645,8 +43146,8 @@ void rate_He4_S32_to_p_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_S33_to_p_P33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_S33_to_p_P33_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S33 + n --> p + P33
 
@@ -37661,9 +43162,13 @@ void rate_n_S33_to_p_P33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  5.10143 + 8.02978 * tfactors.T913
                          + -0.479244 * tfactors.T9 + 0.0134889 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 8.02978 * tfactors.T923i
                                   + -0.479244 + (5.0/3.0) * 0.0134889 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -37677,8 +43182,8 @@ void rate_n_S33_to_p_P33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_S33_to_He4_Si30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_S33_to_He4_Si30_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S33 + n --> He4 + Si30
 
@@ -37693,9 +43198,13 @@ void rate_n_S33_to_He4_Si30_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  17.1798 + -0.725571 * tfactors.T913
                          + 0.430731 * tfactors.T9 + -0.0323663 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.725571 * tfactors.T923i
                                   + 0.430731 + (5.0/3.0) * -0.0323663 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -37709,8 +43218,8 @@ void rate_n_S33_to_He4_Si30_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_S33_to_n_Cl33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_S33_to_n_Cl33_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S33 + p --> n + Cl33
 
@@ -37725,9 +43234,13 @@ void rate_p_S33_to_n_Cl33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  18.5772 + -73.8616 * tfactors.T9i + 1.39633 * tfactors.T913
                          + -0.136457 * tfactors.T9 + 0.00585594 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  73.8616 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 1.39633 * tfactors.T923i
                                   + -0.136457 + (5.0/3.0) * 0.00585594 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -37741,8 +43254,8 @@ void rate_p_S33_to_n_Cl33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_S33_to_He4_P30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_S33_to_He4_P30_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S33 + p --> He4 + P30
 
@@ -37757,9 +43270,13 @@ void rate_p_S33_to_He4_P30_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  50.7686 + -17.6546 * tfactors.T9i + -62.4643 * tfactors.T913i + 0.492934 * tfactors.T913
                          + -0.841855 * tfactors.T9 + 0.059263 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  17.6546 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -62.4643 * tfactors.T943i + (1.0/3.0) * 0.492934 * tfactors.T923i
                                   + -0.841855 + (5.0/3.0) * 0.059263 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -37773,8 +43290,8 @@ void rate_p_S33_to_He4_P30_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_S33_to_n_Ar36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_S33_to_n_Ar36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S33 + He4 --> n + Ar36
 
@@ -37789,9 +43306,13 @@ void rate_He4_S33_to_n_Ar36_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  0.398258 + -23.219 * tfactors.T9i + 5.44923 * tfactors.T913
                          + 1.17359 * tfactors.T9 + -0.175811 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  23.219 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 5.44923 * tfactors.T923i
                                   + 1.17359 + (5.0/3.0) * -0.175811 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -37805,8 +43326,8 @@ void rate_He4_S33_to_n_Ar36_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_S33_to_p_Cl36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_S33_to_p_Cl36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S33 + He4 --> p + Cl36
 
@@ -37821,9 +43342,13 @@ void rate_He4_S33_to_p_Cl36_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  23.6067 + -22.3757 * tfactors.T9i + -27.9044 * tfactors.T913i + 7.06482 * tfactors.T913
                          + -1.77458 * tfactors.T9 + 0.192878 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  22.3757 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -27.9044 * tfactors.T943i + (1.0/3.0) * 7.06482 * tfactors.T923i
                                   + -1.77458 + (5.0/3.0) * 0.192878 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -37837,8 +43362,8 @@ void rate_He4_S33_to_p_Cl36_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_S34_to_He4_Si31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_S34_to_He4_Si31_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S34 + n --> He4 + Si31
 
@@ -37853,9 +43378,13 @@ void rate_n_S34_to_He4_Si31_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -2.47246 + -18.2474 * tfactors.T9i + -22.4045 * tfactors.T913i + 23.4647 * tfactors.T913
                          + -4.73922 * tfactors.T9 + 0.371237 * tfactors.T953 + 4.62837 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  18.2474 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -22.4045 * tfactors.T943i + (1.0/3.0) * 23.4647 * tfactors.T923i
                                   + -4.73922 + (5.0/3.0) * 0.371237 * tfactors.T923 + 4.62837 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -37869,8 +43398,8 @@ void rate_n_S34_to_He4_Si31_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_S34_to_n_Cl34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_S34_to_n_Cl34_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S34 + p --> n + Cl34
 
@@ -37885,9 +43414,13 @@ void rate_p_S34_to_n_Cl34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  18.4445 + -72.8108 * tfactors.T9i + 0.847427 * tfactors.T913
                          + 0.000125282 * tfactors.T9 + -0.00573985 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  72.8108 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 0.847427 * tfactors.T923i
                                   + 0.000125282 + (5.0/3.0) * -0.00573985 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -37901,8 +43434,8 @@ void rate_p_S34_to_n_Cl34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_S34_to_He4_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_S34_to_He4_P31_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S34 + p --> He4 + P31
 
@@ -37917,9 +43450,13 @@ void rate_p_S34_to_He4_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  51.0402 + -7.27426 * tfactors.T9i + -62.5433 * tfactors.T913i + 1.69339 * tfactors.T913
                          + -1.27872 * tfactors.T9 + 0.106616 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  7.27426 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -62.5433 * tfactors.T943i + (1.0/3.0) * 1.69339 * tfactors.T923i
                                   + -1.27872 + (5.0/3.0) * 0.106616 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -37933,8 +43470,8 @@ void rate_p_S34_to_He4_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_S34_to_n_Ar37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_S34_to_n_Ar37_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S34 + He4 --> n + Ar37
 
@@ -37949,9 +43486,13 @@ void rate_He4_S34_to_n_Ar37_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  18.5358 + -53.7288 * tfactors.T9i + -1.69894 * tfactors.T913
                          + 0.371187 * tfactors.T9 + -0.0457242 * tfactors.T953 + 1.0 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  53.7288 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.69894 * tfactors.T923i
                                   + 0.371187 + (5.0/3.0) * -0.0457242 * tfactors.T923 + 1.0 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -37966,9 +43507,13 @@ void rate_He4_S34_to_n_Ar37_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  18.5358 + -53.7288 * tfactors.T9i + 0.522368 * tfactors.T913
                          + -1.03944 * tfactors.T9 + 0.142735 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  53.7288 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 0.522368 * tfactors.T923i
                                   + -1.03944 + (5.0/3.0) * 0.142735 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -37982,8 +43527,8 @@ void rate_He4_S34_to_n_Ar37_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_S34_to_p_Cl37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_S34_to_p_Cl37_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S34 + He4 --> p + Cl37
 
@@ -37998,9 +43543,13 @@ void rate_He4_S34_to_p_Cl37_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  80.8229 + -35.2081 * tfactors.T9i + -47.5185 * tfactors.T913i + -32.046 * tfactors.T913
                          + 4.43077 * tfactors.T9 + -0.368628 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  35.2081 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -47.5185 * tfactors.T943i + (1.0/3.0) * -32.046 * tfactors.T923i
                                   + 4.43077 + (5.0/3.0) * -0.368628 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -38014,8 +43563,8 @@ void rate_He4_S34_to_p_Cl37_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_S35_to_He4_Si32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_S35_to_He4_Si32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S35 + n --> He4 + Si32
 
@@ -38030,9 +43579,13 @@ void rate_n_S35_to_He4_Si32_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -30.1276 + 32.5444 * tfactors.T913
                          + -2.95994 * tfactors.T9 + 0.119682 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 32.5444 * tfactors.T923i
                                   + -2.95994 + (5.0/3.0) * 0.119682 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -38046,8 +43599,8 @@ void rate_n_S35_to_He4_Si32_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_S35_to_n_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_S35_to_n_Cl35_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S35 + p --> n + Cl35
 
@@ -38062,9 +43615,13 @@ void rate_p_S35_to_n_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  7.51079 + -7.13865 * tfactors.T9i + 6.51754 * tfactors.T913
                          + -0.295846 * tfactors.T9 + -0.00271436 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  7.13865 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 6.51754 * tfactors.T923i
                                   + -0.295846 + (5.0/3.0) * -0.00271436 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -38078,8 +43635,8 @@ void rate_p_S35_to_n_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_S35_to_He4_P32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_S35_to_He4_P32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S35 + p --> He4 + P32
 
@@ -38094,9 +43651,13 @@ void rate_p_S35_to_He4_P32_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -30.5654 + -26.7922 * tfactors.T913i + 56.581 * tfactors.T913
                          + -10.5304 * tfactors.T9 + 0.9493 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -26.7922 * tfactors.T943i + (1.0/3.0) * 56.581 * tfactors.T923i
                                   + -10.5304 + (5.0/3.0) * 0.9493 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -38110,8 +43671,8 @@ void rate_p_S35_to_He4_P32_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_S35_to_n_Ar38_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_S35_to_n_Ar38_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S35 + He4 --> n + Ar38
 
@@ -38126,9 +43687,13 @@ void rate_He4_S35_to_n_Ar38_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  51.1473 + -65.58 * tfactors.T913i + 0.762185 * tfactors.T913
                          + -0.938779 * tfactors.T9 + 0.0668864 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -65.58 * tfactors.T943i + (1.0/3.0) * 0.762185 * tfactors.T923i
                                   + -0.938779 + (5.0/3.0) * 0.0668864 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -38142,8 +43707,8 @@ void rate_He4_S35_to_n_Ar38_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_S36_to_n_Cl36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_S36_to_n_Cl36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S36 + p --> n + Cl36
 
@@ -38158,9 +43723,13 @@ void rate_p_S36_to_n_Cl36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  16.7498 + -22.3336 * tfactors.T9i + 2.26066 * tfactors.T913
                          + -0.487956 * tfactors.T9 + 0.0471708 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  22.3336 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 2.26066 * tfactors.T923i
                                   + -0.487956 + (5.0/3.0) * 0.0471708 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -38174,8 +43743,8 @@ void rate_p_S36_to_n_Cl36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_S36_to_He4_P33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_S36_to_He4_P33_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S36 + p --> He4 + P33
 
@@ -38190,9 +43759,13 @@ void rate_p_S36_to_He4_P33_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -14.1346 + -26.7991 * tfactors.T913i + 44.6374 * tfactors.T913
                          + -9.82916 * tfactors.T9 + 0.995523 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -26.7991 * tfactors.T943i + (1.0/3.0) * 44.6374 * tfactors.T923i
                                   + -9.82916 + (5.0/3.0) * 0.995523 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -38206,8 +43779,8 @@ void rate_p_S36_to_He4_P33_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_S36_to_n_Ar39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_S36_to_n_Ar39_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // S36 + He4 --> n + Ar39
 
@@ -38222,9 +43795,13 @@ void rate_He4_S36_to_n_Ar39_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  14.1201 + -35.6081 * tfactors.T9i + -1.97008 * tfactors.T913
                          + 1.52238 * tfactors.T9 + -0.159721 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  35.6081 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.97008 * tfactors.T923i
                                   + 1.52238 + (5.0/3.0) * -0.159721 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -38238,8 +43815,8 @@ void rate_He4_S36_to_n_Ar39_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cl33_to_p_S33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cl33_to_p_S33_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl33 + n --> p + S33
 
@@ -38254,9 +43831,13 @@ void rate_n_Cl33_to_p_S33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  18.5772 + 1.39633 * tfactors.T913
                          + -0.136457 * tfactors.T9 + 0.00585594 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 1.39633 * tfactors.T923i
                                   + -0.136457 + (5.0/3.0) * 0.00585594 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -38270,8 +43851,8 @@ void rate_n_Cl33_to_p_S33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cl33_to_He4_P30_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cl33_to_He4_P30_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl33 + n --> He4 + P30
 
@@ -38286,9 +43867,13 @@ void rate_n_Cl33_to_He4_P30_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  15.9018 + 1.33535 * tfactors.T913
                          + -0.149988 * tfactors.T9 + 0.0279218 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 1.33535 * tfactors.T923i
                                   + -0.149988 + (5.0/3.0) * 0.0279218 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -38302,8 +43887,8 @@ void rate_n_Cl33_to_He4_P30_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cl33_to_p_Ar36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cl33_to_p_Ar36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl33 + He4 --> p + Ar36
 
@@ -38318,9 +43903,13 @@ void rate_He4_Cl33_to_p_Ar36_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  52.1588 + -68.1442 * tfactors.T913i + 0.291238 * tfactors.T913
                          + -0.791384 * tfactors.T9 + 0.0524823 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -68.1442 * tfactors.T943i + (1.0/3.0) * 0.291238 * tfactors.T923i
                                   + -0.791384 + (5.0/3.0) * 0.0524823 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -38334,8 +43923,8 @@ void rate_He4_Cl33_to_p_Ar36_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cl34_to_p_S34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cl34_to_p_S34_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl34 + n --> p + S34
 
@@ -38350,9 +43939,13 @@ void rate_n_Cl34_to_p_S34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  18.4445 + 0.847427 * tfactors.T913
                          + 0.000125282 * tfactors.T9 + -0.00573985 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 0.847427 * tfactors.T923i
                                   + 0.000125282 + (5.0/3.0) * -0.00573985 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -38366,8 +43959,8 @@ void rate_n_Cl34_to_p_S34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cl34_to_He4_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cl34_to_He4_P31_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl34 + n --> He4 + P31
 
@@ -38382,9 +43975,13 @@ void rate_n_Cl34_to_He4_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  18.8653 + -0.466069 * tfactors.T913
                          + 0.167169 * tfactors.T9 + -0.00537463 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.466069 * tfactors.T923i
                                   + 0.167169 + (5.0/3.0) * -0.00537463 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -38398,8 +43995,8 @@ void rate_n_Cl34_to_He4_P31_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cl34_to_n_K37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cl34_to_n_K37_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl34 + He4 --> n + K37
 
@@ -38414,9 +44011,13 @@ void rate_He4_Cl34_to_n_K37_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  16.0909 + -61.3412 * tfactors.T9i + 1.35231 * tfactors.T913
                          + -0.147095 * tfactors.T9 + 0.0306549 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  61.3412 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 1.35231 * tfactors.T923i
                                   + -0.147095 + (5.0/3.0) * 0.0306549 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -38430,8 +44031,8 @@ void rate_He4_Cl34_to_n_K37_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cl34_to_p_Ar37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cl34_to_p_Ar37_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl34 + He4 --> p + Ar37
 
@@ -38446,9 +44047,13 @@ void rate_He4_Cl34_to_p_Ar37_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  52.795 + -68.2165 * tfactors.T913i + 0.330057 * tfactors.T913
                          + -0.873334 * tfactors.T9 + 0.0592127 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -68.2165 * tfactors.T943i + (1.0/3.0) * 0.330057 * tfactors.T923i
                                   + -0.873334 + (5.0/3.0) * 0.0592127 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -38462,8 +44067,8 @@ void rate_He4_Cl34_to_p_Ar37_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cl35_to_p_S35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cl35_to_p_S35_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl35 + n --> p + S35
 
@@ -38478,9 +44083,13 @@ void rate_n_Cl35_to_p_S35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  7.51079 + 6.51754 * tfactors.T913
                          + -0.295846 * tfactors.T9 + -0.00271436 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 6.51754 * tfactors.T923i
                                   + -0.295846 + (5.0/3.0) * -0.00271436 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -38494,8 +44103,8 @@ void rate_n_Cl35_to_p_S35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cl35_to_He4_P32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cl35_to_He4_P32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl35 + n --> He4 + P32
 
@@ -38510,9 +44119,13 @@ void rate_n_Cl35_to_He4_P32_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -32.0685 + 35.1367 * tfactors.T913
                          + -3.30169 * tfactors.T9 + 0.150699 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 35.1367 * tfactors.T923i
                                   + -3.30169 + (5.0/3.0) * 0.150699 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -38526,8 +44139,8 @@ void rate_n_Cl35_to_He4_P32_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cl35_to_He4_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cl35_to_He4_S32_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl35 + p --> He4 + S32
 
@@ -38542,9 +44155,13 @@ void rate_p_Cl35_to_He4_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -1.01202 + -3.93495 * tfactors.T9i
                          + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.93495 * tfactors.T9i * tfactors.T9i
                                   + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -38559,9 +44176,13 @@ void rate_p_Cl35_to_He4_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -57.5294 + -0.532931 * tfactors.T9i + 25.5338 * tfactors.T913
                          + 6.45824 * tfactors.T9 + -0.950294 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.532931 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 25.5338 * tfactors.T923i
                                   + 6.45824 + (5.0/3.0) * -0.950294 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -38576,9 +44197,13 @@ void rate_p_Cl35_to_He4_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  32.12 + -30.9147 * tfactors.T913i + -1.2345 * tfactors.T913
                          + 22.5118 * tfactors.T9 + -33.0589 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -30.9147 * tfactors.T943i + (1.0/3.0) * -1.2345 * tfactors.T923i
                                   + 22.5118 + (5.0/3.0) * -33.0589 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -38593,9 +44218,13 @@ void rate_p_Cl35_to_He4_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  2.29121 + -6.00976 * tfactors.T9i + 5.33756 * tfactors.T913
                          + 1.64418 * tfactors.T9 + -0.246167 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.00976 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 5.33756 * tfactors.T923i
                                   + 1.64418 + (5.0/3.0) * -0.246167 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -38609,8 +44238,8 @@ void rate_p_Cl35_to_He4_S32_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cl35_to_n_K38_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cl35_to_n_K38_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl35 + He4 --> n + K38
 
@@ -38625,9 +44254,13 @@ void rate_He4_Cl35_to_n_K38_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  16.8313 + -67.9937 * tfactors.T9i + 1.15173 * tfactors.T913
                          + -0.190157 * tfactors.T9 + 0.0305104 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  67.9937 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 1.15173 * tfactors.T923i
                                   + -0.190157 + (5.0/3.0) * 0.0305104 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -38641,8 +44274,8 @@ void rate_He4_Cl35_to_n_K38_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cl35_to_p_Ar38_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cl35_to_p_Ar38_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl35 + He4 --> p + Ar38
 
@@ -38657,9 +44290,13 @@ void rate_He4_Cl35_to_p_Ar38_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  51.1272 + -68.2848 * tfactors.T913i + 2.5993 * tfactors.T913
                          + -1.59144 * tfactors.T9 + 0.137745 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -68.2848 * tfactors.T943i + (1.0/3.0) * 2.5993 * tfactors.T923i
                                   + -1.59144 + (5.0/3.0) * 0.137745 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -38673,8 +44310,8 @@ void rate_He4_Cl35_to_p_Ar38_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cl36_to_p_S36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cl36_to_p_S36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl36 + n --> p + S36
 
@@ -38689,9 +44326,13 @@ void rate_n_Cl36_to_p_S36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  15.1404 + 2.26066 * tfactors.T913
                          + -0.487956 * tfactors.T9 + 0.0471708 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 2.26066 * tfactors.T923i
                                   + -0.487956 + (5.0/3.0) * 0.0471708 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -38705,8 +44346,8 @@ void rate_n_Cl36_to_p_S36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cl36_to_He4_P33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cl36_to_He4_P33_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl36 + n --> He4 + P33
 
@@ -38721,9 +44362,13 @@ void rate_n_Cl36_to_He4_P33_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  11.4695 + -0.927614 * tfactors.T913
                          + 1.68083 * tfactors.T9 + -0.183233 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.927614 * tfactors.T923i
                                   + 1.68083 + (5.0/3.0) * -0.183233 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -38737,8 +44382,8 @@ void rate_n_Cl36_to_He4_P33_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cl36_to_n_Ar36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cl36_to_n_Ar36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl36 + p --> n + Ar36
 
@@ -38753,9 +44398,13 @@ void rate_p_Cl36_to_n_Ar36_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -24.2851 + -0.843218 * tfactors.T9i + 34.7356 * tfactors.T913
                          + -5.0791 * tfactors.T9 + 0.381814 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.843218 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 34.7356 * tfactors.T923i
                                   + -5.0791 + (5.0/3.0) * 0.381814 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -38769,8 +44418,8 @@ void rate_p_Cl36_to_n_Ar36_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cl36_to_He4_S33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cl36_to_He4_S33_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl36 + p --> He4 + S33
 
@@ -38785,9 +44434,13 @@ void rate_p_Cl36_to_He4_S33_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  24.6393 + -27.9044 * tfactors.T913i + 7.06482 * tfactors.T913
                          + -1.77458 * tfactors.T9 + 0.192878 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -27.9044 * tfactors.T943i + (1.0/3.0) * 7.06482 * tfactors.T923i
                                   + -1.77458 + (5.0/3.0) * 0.192878 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -38801,8 +44454,8 @@ void rate_p_Cl36_to_He4_S33_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cl36_to_n_K39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cl36_to_n_K39_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl36 + He4 --> n + K39
 
@@ -38817,9 +44470,13 @@ void rate_He4_Cl36_to_n_K39_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -19.8313 + -15.7966 * tfactors.T9i + 20.3122 * tfactors.T913
                          + -0.37149 * tfactors.T9 + -0.0867942 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  15.7966 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 20.3122 * tfactors.T923i
                                   + -0.37149 + (5.0/3.0) * -0.0867942 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -38833,8 +44490,8 @@ void rate_He4_Cl36_to_n_K39_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cl36_to_p_Ar39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cl36_to_p_Ar39_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl36 + He4 --> p + Ar39
 
@@ -38849,9 +44506,13 @@ void rate_He4_Cl36_to_p_Ar39_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  7.40378 + -13.2744 * tfactors.T9i + -29.0085 * tfactors.T913i + 15.2414 * tfactors.T913
                          + -1.01027 * tfactors.T9 + -0.0165013 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  13.2744 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -29.0085 * tfactors.T943i + (1.0/3.0) * 15.2414 * tfactors.T923i
                                   + -1.01027 + (5.0/3.0) * -0.0165013 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -38865,8 +44526,8 @@ void rate_He4_Cl36_to_p_Ar39_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cl37_to_n_Ar37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cl37_to_n_Ar37_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl37 + p --> n + Ar37
 
@@ -38881,9 +44542,13 @@ void rate_p_Cl37_to_n_Ar37_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  16.2094 + -18.5233 * tfactors.T9i + 1.64495 * tfactors.T913
                          + -0.154677 * tfactors.T9 + 0.0083347 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  18.5233 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 1.64495 * tfactors.T923i
                                   + -0.154677 + (5.0/3.0) * 0.0083347 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -38897,8 +44562,8 @@ void rate_p_Cl37_to_n_Ar37_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cl37_to_He4_S34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cl37_to_He4_S34_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl37 + p --> He4 + S34
 
@@ -38913,9 +44578,13 @@ void rate_p_Cl37_to_He4_S34_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  80.6961 + -47.5185 * tfactors.T913i + -32.046 * tfactors.T913
                          + 4.43077 * tfactors.T9 + -0.368628 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -47.5185 * tfactors.T943i + (1.0/3.0) * -32.046 * tfactors.T923i
                                   + 4.43077 + (5.0/3.0) * -0.368628 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -38929,8 +44598,8 @@ void rate_p_Cl37_to_He4_S34_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cl37_to_n_K40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cl37_to_n_K40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl37 + He4 --> n + K40
 
@@ -38945,9 +44614,13 @@ void rate_He4_Cl37_to_n_K40_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  15.6408 + -44.9411 * tfactors.T9i + -0.86425 * tfactors.T913
                          + 0.646211 * tfactors.T9 + -0.0583195 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  44.9411 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.86425 * tfactors.T923i
                                   + 0.646211 + (5.0/3.0) * -0.0583195 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -38961,8 +44634,8 @@ void rate_He4_Cl37_to_n_K40_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cl37_to_p_Ar40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cl37_to_p_Ar40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cl37 + He4 --> p + Ar40
 
@@ -38977,9 +44650,13 @@ void rate_He4_Cl37_to_p_Ar40_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  13.9644 + -18.4011 * tfactors.T9i + -29.0146 * tfactors.T913i + 15.2952 * tfactors.T913
                          + -3.22171 * tfactors.T9 + 0.283382 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  18.4011 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -29.0146 * tfactors.T943i + (1.0/3.0) * 15.2952 * tfactors.T923i
                                   + -3.22171 + (5.0/3.0) * 0.283382 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -38993,8 +44670,8 @@ void rate_He4_Cl37_to_p_Ar40_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ar36_to_p_Cl36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ar36_to_p_Cl36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar36 + n --> p + Cl36
 
@@ -39009,9 +44686,13 @@ void rate_n_Ar36_to_p_Cl36_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -22.6757 + 34.7356 * tfactors.T913
                          + -5.0791 * tfactors.T9 + 0.381814 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 34.7356 * tfactors.T923i
                                   + -5.0791 + (5.0/3.0) * 0.381814 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -39025,8 +44706,8 @@ void rate_n_Ar36_to_p_Cl36_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ar36_to_He4_S33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ar36_to_He4_S33_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar36 + n --> He4 + S33
 
@@ -39041,9 +44722,13 @@ void rate_n_Ar36_to_He4_S33_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  3.04033 + 5.44923 * tfactors.T913
                          + 1.17359 * tfactors.T9 + -0.175811 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 5.44923 * tfactors.T923i
                                   + 1.17359 + (5.0/3.0) * -0.175811 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -39057,8 +44742,8 @@ void rate_n_Ar36_to_He4_S33_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ar36_to_He4_Cl33_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ar36_to_He4_Cl33_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar36 + p --> He4 + Cl33
 
@@ -39073,9 +44758,13 @@ void rate_p_Ar36_to_He4_Cl33_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  54.8009 + -50.6426 * tfactors.T9i + -68.1442 * tfactors.T913i + 0.291238 * tfactors.T913
                          + -0.791384 * tfactors.T9 + 0.0524823 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  50.6426 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -68.1442 * tfactors.T943i + (1.0/3.0) * 0.291238 * tfactors.T923i
                                   + -0.791384 + (5.0/3.0) * 0.0524823 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -39089,8 +44778,8 @@ void rate_p_Ar36_to_He4_Cl33_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ar36_to_p_K39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ar36_to_p_K39_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar36 + He4 --> p + K39
 
@@ -39105,9 +44794,13 @@ void rate_He4_Ar36_to_p_K39_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  20.6367 + -14.9533 * tfactors.T9i + -30.0732 * tfactors.T913i + 7.03263 * tfactors.T913
                          + -1.10085 * tfactors.T9 + 0.133768 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  14.9533 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -30.0732 * tfactors.T943i + (1.0/3.0) * 7.03263 * tfactors.T923i
                                   + -1.10085 + (5.0/3.0) * 0.133768 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -39121,8 +44814,8 @@ void rate_He4_Ar36_to_p_K39_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ar37_to_p_Cl37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ar37_to_p_Cl37_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar37 + n --> p + Cl37
 
@@ -39137,9 +44830,13 @@ void rate_n_Ar37_to_p_Cl37_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  16.2094 + 1.64495 * tfactors.T913
                          + -0.154677 * tfactors.T9 + 0.0083347 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 1.64495 * tfactors.T923i
                                   + -0.154677 + (5.0/3.0) * 0.0083347 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -39153,8 +44850,8 @@ void rate_n_Ar37_to_p_Cl37_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ar37_to_He4_S34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ar37_to_He4_S34_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar37 + n --> He4 + S34
 
@@ -39169,9 +44866,13 @@ void rate_n_Ar37_to_He4_S34_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  18.409 + -1.69894 * tfactors.T913
                          + 0.371187 * tfactors.T9 + -0.0457242 * tfactors.T953 + 1.0 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.69894 * tfactors.T923i
                                   + 0.371187 + (5.0/3.0) * -0.0457242 * tfactors.T923 + 1.0 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -39186,9 +44887,13 @@ void rate_n_Ar37_to_He4_S34_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  18.409 + 0.522368 * tfactors.T913
                          + -1.03944 * tfactors.T9 + 0.142735 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 0.522368 * tfactors.T923i
                                   + -1.03944 + (5.0/3.0) * 0.142735 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -39202,8 +44907,8 @@ void rate_n_Ar37_to_He4_S34_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ar37_to_n_K37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ar37_to_n_K37_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar37 + p --> n + K37
 
@@ -39218,9 +44923,13 @@ void rate_p_Ar37_to_n_K37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  19.3703 + -80.417 * tfactors.T9i + 0.399131 * tfactors.T913
                          + 0.0819317 * tfactors.T9 + -0.0133489 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  80.417 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 0.399131 * tfactors.T923i
                                   + 0.0819317 + (5.0/3.0) * -0.0133489 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -39234,8 +44943,8 @@ void rate_p_Ar37_to_n_K37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ar37_to_He4_Cl34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ar37_to_He4_Cl34_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar37 + p --> He4 + Cl34
 
@@ -39250,9 +44959,13 @@ void rate_p_Ar37_to_He4_Cl34_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  52.6682 + -19.0758 * tfactors.T9i + -68.2165 * tfactors.T913i + 0.330057 * tfactors.T913
                          + -0.873334 * tfactors.T9 + 0.0592127 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  19.0758 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -68.2165 * tfactors.T943i + (1.0/3.0) * 0.330057 * tfactors.T923i
                                   + -0.873334 + (5.0/3.0) * 0.0592127 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -39266,8 +44979,8 @@ void rate_p_Ar37_to_He4_Cl34_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ar37_to_n_Ca40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ar37_to_n_Ca40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar37 + He4 --> n + Ca40
 
@@ -39282,9 +44995,13 @@ void rate_He4_Ar37_to_n_Ca40_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -12.0914 + -20.2822 * tfactors.T9i + 13.8882 * tfactors.T913
                          + 0.260223 * tfactors.T9 + -0.108063 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  20.2822 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 13.8882 * tfactors.T923i
                                   + 0.260223 + (5.0/3.0) * -0.108063 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -39298,8 +45015,8 @@ void rate_He4_Ar37_to_n_Ca40_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ar37_to_p_K40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ar37_to_p_K40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar37 + He4 --> p + K40
 
@@ -39314,9 +45031,13 @@ void rate_He4_Ar37_to_p_K40_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  23.3208 + -26.4178 * tfactors.T9i + -30.0795 * tfactors.T913i + 8.28189 * tfactors.T913
                          + -2.15178 * tfactors.T9 + 0.242064 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  26.4178 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -30.0795 * tfactors.T943i + (1.0/3.0) * 8.28189 * tfactors.T923i
                                   + -2.15178 + (5.0/3.0) * 0.242064 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -39330,8 +45051,8 @@ void rate_He4_Ar37_to_p_K40_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ar38_to_He4_S35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ar38_to_He4_S35_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar38 + n --> He4 + S35
 
@@ -39346,9 +45067,13 @@ void rate_n_Ar38_to_He4_S35_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  53.7965 + -2.57381 * tfactors.T9i + -65.58 * tfactors.T913i + 0.762185 * tfactors.T913
                          + -0.938779 * tfactors.T9 + 0.0668864 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.57381 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -65.58 * tfactors.T943i + (1.0/3.0) * 0.762185 * tfactors.T923i
                                   + -0.938779 + (5.0/3.0) * 0.0668864 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -39362,8 +45087,8 @@ void rate_n_Ar38_to_He4_S35_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ar38_to_n_K38_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ar38_to_n_K38_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar38 + p --> n + K38
 
@@ -39378,9 +45103,13 @@ void rate_p_Ar38_to_n_K38_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  21.5484 + -77.7062 * tfactors.T9i + -0.5015 * tfactors.T913
                          + 0.324921 * tfactors.T9 + -0.0393691 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  77.7062 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.5015 * tfactors.T923i
                                   + 0.324921 + (5.0/3.0) * -0.0393691 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -39394,8 +45123,8 @@ void rate_p_Ar38_to_n_K38_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ar38_to_He4_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ar38_to_He4_Cl35_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar38 + p --> He4 + Cl35
 
@@ -39410,9 +45139,13 @@ void rate_p_Ar38_to_He4_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  53.7764 + -9.71246 * tfactors.T9i + -68.2848 * tfactors.T913i + 2.5993 * tfactors.T913
                          + -1.59144 * tfactors.T9 + 0.137745 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  9.71246 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -68.2848 * tfactors.T943i + (1.0/3.0) * 2.5993 * tfactors.T923i
                                   + -1.59144 + (5.0/3.0) * 0.137745 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -39426,8 +45159,8 @@ void rate_p_Ar38_to_He4_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ar38_to_n_Ca41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ar38_to_n_Ca41_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar38 + He4 --> n + Ca41
 
@@ -39442,9 +45175,13 @@ void rate_He4_Ar38_to_n_Ca41_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  17.7791 + -60.6168 * tfactors.T9i + -0.0142 * tfactors.T913i + -0.10052 * tfactors.T913
                          + 0.27737 * tfactors.T9 + -0.00483 * tfactors.T953 + -0.2165 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  60.6168 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -0.0142 * tfactors.T943i + (1.0/3.0) * -0.10052 * tfactors.T923i
                                   + 0.27737 + (5.0/3.0) * -0.00483 * tfactors.T923 + -0.2165 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -39458,8 +45195,8 @@ void rate_He4_Ar38_to_n_Ca41_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ar38_to_p_K41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ar38_to_p_K41_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar38 + He4 --> p + K41
 
@@ -39474,9 +45211,13 @@ void rate_He4_Ar38_to_p_K41_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  64.5247 + -47.3255 * tfactors.T9i + 9.28681 * tfactors.T913i + -73.161 * tfactors.T913
                          + 4.26053 * tfactors.T9 + -0.235892 * tfactors.T953 + 31.8226 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  47.3255 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 9.28681 * tfactors.T943i + (1.0/3.0) * -73.161 * tfactors.T923i
                                   + 4.26053 + (5.0/3.0) * -0.235892 * tfactors.T923 + 31.8226 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -39490,8 +45231,8 @@ void rate_He4_Ar38_to_p_K41_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ar39_to_He4_S36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ar39_to_He4_S36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar39 + n --> He4 + S36
 
@@ -39506,9 +45247,13 @@ void rate_n_Ar39_to_He4_S36_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  13.3069 + -1.97008 * tfactors.T913
                          + 1.52238 * tfactors.T9 + -0.159721 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.97008 * tfactors.T923i
                                   + 1.52238 + (5.0/3.0) * -0.159721 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -39522,8 +45267,8 @@ void rate_n_Ar39_to_He4_S36_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ar39_to_n_K39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ar39_to_n_K39_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar39 + p --> n + K39
 
@@ -39538,9 +45283,13 @@ void rate_p_Ar39_to_n_K39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -15.9025 + -2.52219 * tfactors.T9i + 26.5209 * tfactors.T913
                          + -3.63684 * tfactors.T9 + 0.276163 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.52219 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 26.5209 * tfactors.T923i
                                   + -3.63684 + (5.0/3.0) * 0.276163 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -39554,8 +45303,8 @@ void rate_p_Ar39_to_n_K39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ar39_to_He4_Cl36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ar39_to_He4_Cl36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar39 + p --> He4 + Cl36
 
@@ -39570,9 +45319,13 @@ void rate_p_Ar39_to_He4_Cl36_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  8.20001 + -29.0085 * tfactors.T913i + 15.2414 * tfactors.T913
                          + -1.01027 * tfactors.T9 + -0.0165013 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -29.0085 * tfactors.T943i + (1.0/3.0) * 15.2414 * tfactors.T923i
                                   + -1.01027 + (5.0/3.0) * -0.0165013 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -39586,8 +45339,8 @@ void rate_p_Ar39_to_He4_Cl36_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ar39_to_n_Ca42_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ar39_to_n_Ca42_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar39 + He4 --> n + Ca42
 
@@ -39602,9 +45355,13 @@ void rate_He4_Ar39_to_n_Ca42_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -91.8716 + -3.96108 * tfactors.T9i + 88.8565 * tfactors.T913
                          + -12.9534 * tfactors.T9 + 0.93832 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.96108 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 88.8565 * tfactors.T923i
                                   + -12.9534 + (5.0/3.0) * 0.93832 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -39618,8 +45375,8 @@ void rate_He4_Ar39_to_n_Ca42_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ar40_to_n_K40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ar40_to_n_K40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar40 + p --> n + K40
 
@@ -39634,9 +45391,13 @@ void rate_p_Ar40_to_n_K40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  16.3302 + -26.54 * tfactors.T9i + -0.499903 * tfactors.T913
                          + 0.849663 * tfactors.T9 + -0.0834774 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  26.54 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.499903 * tfactors.T923i
                                   + 0.849663 + (5.0/3.0) * -0.0834774 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -39650,8 +45411,8 @@ void rate_p_Ar40_to_n_K40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ar40_to_He4_Cl37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ar40_to_He4_Cl37_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar40 + p --> He4 + Cl37
 
@@ -39666,9 +45427,13 @@ void rate_p_Ar40_to_He4_Cl37_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  16.62 + -29.0146 * tfactors.T913i + 15.2952 * tfactors.T913
                          + -3.22171 * tfactors.T9 + 0.283382 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -29.0146 * tfactors.T943i + (1.0/3.0) * 15.2952 * tfactors.T923i
                                   + -3.22171 + (5.0/3.0) * 0.283382 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -39682,8 +45447,8 @@ void rate_p_Ar40_to_He4_Cl37_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ar40_to_n_Ca43_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ar40_to_n_Ca43_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ar40 + He4 --> n + Ca43
 
@@ -39698,9 +45463,13 @@ void rate_He4_Ar40_to_n_Ca43_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  1.12753 + -26.4311 * tfactors.T9i + 4.3289 * tfactors.T913
                          + 1.46375 * tfactors.T9 + -0.180625 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  26.4311 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 4.3289 * tfactors.T923i
                                   + 1.46375 + (5.0/3.0) * -0.180625 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -39714,8 +45483,8 @@ void rate_He4_Ar40_to_n_Ca43_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_K37_to_p_Ar37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_K37_to_p_Ar37_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K37 + n --> p + Ar37
 
@@ -39730,9 +45499,13 @@ void rate_n_K37_to_p_Ar37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  19.3703 + 0.399131 * tfactors.T913
                          + 0.0819317 * tfactors.T9 + -0.0133489 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 0.399131 * tfactors.T923i
                                   + 0.0819317 + (5.0/3.0) * -0.0133489 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -39746,8 +45519,8 @@ void rate_n_K37_to_p_Ar37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_K37_to_He4_Cl34_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_K37_to_He4_Cl34_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K37 + n --> He4 + Cl34
 
@@ -39762,9 +45535,13 @@ void rate_n_K37_to_He4_Cl34_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  15.9641 + 1.35231 * tfactors.T913
                          + -0.147095 * tfactors.T9 + 0.0306549 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 1.35231 * tfactors.T923i
                                   + -0.147095 + (5.0/3.0) * 0.0306549 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -39778,8 +45555,8 @@ void rate_n_K37_to_He4_Cl34_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_K37_to_p_Ca40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_K37_to_p_Ca40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K37 + He4 --> p + Ca40
 
@@ -39794,9 +45571,13 @@ void rate_He4_K37_to_p_Ca40_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  54.2966 + -73.6776 * tfactors.T913i + 0.493294 * tfactors.T913
                          + -0.902307 * tfactors.T9 + 0.0641391 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -73.6776 * tfactors.T943i + (1.0/3.0) * 0.493294 * tfactors.T923i
                                   + -0.902307 + (5.0/3.0) * 0.0641391 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -39810,8 +45591,8 @@ void rate_He4_K37_to_p_Ca40_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_K38_to_p_Ar38_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_K38_to_p_Ar38_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K38 + n --> p + Ar38
 
@@ -39826,9 +45607,13 @@ void rate_n_K38_to_p_Ar38_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  19.6025 + -0.5015 * tfactors.T913
                          + 0.324921 * tfactors.T9 + -0.0393691 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.5015 * tfactors.T923i
                                   + 0.324921 + (5.0/3.0) * -0.0393691 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -39842,8 +45627,8 @@ void rate_n_K38_to_p_Ar38_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_K38_to_He4_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_K38_to_He4_Cl35_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K38 + n --> He4 + Cl35
 
@@ -39858,9 +45643,13 @@ void rate_n_K38_to_He4_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  17.5346 + 1.15173 * tfactors.T913
                          + -0.190157 * tfactors.T9 + 0.0305104 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 1.15173 * tfactors.T923i
                                   + -0.190157 + (5.0/3.0) * 0.0305104 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -39874,8 +45663,8 @@ void rate_n_K38_to_He4_Cl35_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_K38_to_p_Ca41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_K38_to_p_Ca41_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K38 + He4 --> p + Ca41
 
@@ -39890,9 +45679,13 @@ void rate_He4_K38_to_p_Ca41_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  54.4204 + -73.7407 * tfactors.T913i + 0.600725 * tfactors.T913
                          + -0.957475 * tfactors.T9 + 0.0689286 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -73.7407 * tfactors.T943i + (1.0/3.0) * 0.600725 * tfactors.T923i
                                   + -0.957475 + (5.0/3.0) * 0.0689286 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -39906,8 +45699,8 @@ void rate_He4_K38_to_p_Ca41_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_K39_to_p_Ar39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_K39_to_p_Ar39_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K39 + n --> p + Ar39
 
@@ -39922,9 +45715,13 @@ void rate_n_K39_to_p_Ar39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  -15.2094 + 26.5209 * tfactors.T913
                          + -3.63684 * tfactors.T9 + 0.276163 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 26.5209 * tfactors.T923i
                                   + -3.63684 + (5.0/3.0) * 0.276163 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -39938,8 +45735,8 @@ void rate_n_K39_to_p_Ar39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_K39_to_He4_Cl36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_K39_to_He4_Cl36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K39 + n --> He4 + Cl36
 
@@ -39954,9 +45751,13 @@ void rate_n_K39_to_He4_Cl36_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -18.3419 + 20.3122 * tfactors.T913
                          + -0.37149 * tfactors.T9 + -0.0867942 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 20.3122 * tfactors.T923i
                                   + -0.37149 + (5.0/3.0) * -0.0867942 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -39970,8 +45771,8 @@ void rate_n_K39_to_He4_Cl36_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_K39_to_He4_Ar36_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_K39_to_He4_Ar36_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K39 + p --> He4 + Ar36
 
@@ -39986,9 +45787,13 @@ void rate_p_K39_to_He4_Ar36_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  20.5166 + -30.0732 * tfactors.T913i + 7.03263 * tfactors.T913
                          + -1.10085 * tfactors.T9 + 0.133768 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -30.0732 * tfactors.T943i + (1.0/3.0) * 7.03263 * tfactors.T923i
                                   + -1.10085 + (5.0/3.0) * 0.133768 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -40002,8 +45807,8 @@ void rate_p_K39_to_He4_Ar36_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_K39_to_p_Ca42_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_K39_to_p_Ca42_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K39 + He4 --> p + Ca42
 
@@ -40018,9 +45823,13 @@ void rate_He4_K39_to_p_Ca42_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -80.8734 + -1.43889 * tfactors.T9i + -31.1381 * tfactors.T913i + 117.868 * tfactors.T913
                          + -27.0455 * tfactors.T9 + 2.75661 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.43889 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -31.1381 * tfactors.T943i + (1.0/3.0) * 117.868 * tfactors.T923i
                                   + -27.0455 + (5.0/3.0) * 2.75661 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -40034,8 +45843,8 @@ void rate_He4_K39_to_p_Ca42_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_K40_to_p_Ar40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_K40_to_p_Ar40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K40 + n --> p + Ar40
 
@@ -40050,9 +45859,13 @@ void rate_n_K40_to_p_Ar40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  14.133 + -0.499903 * tfactors.T913
                          + 0.849663 * tfactors.T9 + -0.0834774 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.499903 * tfactors.T923i
                                   + 0.849663 + (5.0/3.0) * -0.0834774 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -40066,8 +45879,8 @@ void rate_n_K40_to_p_Ar40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_K40_to_He4_Cl37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_K40_to_He4_Cl37_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K40 + n --> He4 + Cl37
 
@@ -40082,9 +45895,13 @@ void rate_n_K40_to_He4_Cl37_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  16.0992 + -0.86425 * tfactors.T913
                          + 0.646211 * tfactors.T9 + -0.0583195 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.86425 * tfactors.T923i
                                   + 0.646211 + (5.0/3.0) * -0.0583195 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -40098,8 +45915,8 @@ void rate_n_K40_to_He4_Cl37_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_K40_to_n_Ca40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_K40_to_n_Ca40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K40 + p --> n + Ca40
 
@@ -40114,9 +45931,13 @@ void rate_p_K40_to_n_Ca40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  32.1312 + -30.0795 * tfactors.T913i + 2.76095 * tfactors.T913
                          + -1.51745 * tfactors.T9 + 0.191236 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -30.0795 * tfactors.T943i + (1.0/3.0) * 2.76095 * tfactors.T923i
                                   + -1.51745 + (5.0/3.0) * 0.191236 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -40130,8 +45951,8 @@ void rate_p_K40_to_n_Ca40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_K40_to_He4_Ar37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_K40_to_He4_Ar37_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K40 + p --> He4 + Ar37
 
@@ -40146,9 +45967,13 @@ void rate_p_K40_to_He4_Ar37_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  23.7792 + -30.0795 * tfactors.T913i + 8.28189 * tfactors.T913
                          + -2.15178 * tfactors.T9 + 0.242064 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -30.0795 * tfactors.T943i + (1.0/3.0) * 8.28189 * tfactors.T923i
                                   + -2.15178 + (5.0/3.0) * 0.242064 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -40162,8 +45987,8 @@ void rate_p_K40_to_He4_Ar37_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_K40_to_n_Sc43_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_K40_to_n_Sc43_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K40 + He4 --> n + Sc43
 
@@ -40178,9 +46003,13 @@ void rate_He4_K40_to_n_Sc43_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  8.9468 + -34.7402 * tfactors.T9i + -0.653091 * tfactors.T913
                          + 1.79632 * tfactors.T9 + -0.19216 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  34.7402 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.653091 * tfactors.T923i
                                   + 1.79632 + (5.0/3.0) * -0.19216 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -40194,8 +46023,8 @@ void rate_He4_K40_to_n_Sc43_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_K40_to_p_Ca43_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_K40_to_p_Ca43_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K40 + He4 --> p + Ca43
 
@@ -40210,9 +46039,13 @@ void rate_He4_K40_to_p_Ca43_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  43.3098 + -73.858 * tfactors.T913i + 16.1645 * tfactors.T913
                          + -5.93343 * tfactors.T9 + 0.650563 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -73.858 * tfactors.T943i + (1.0/3.0) * 16.1645 * tfactors.T923i
                                   + -5.93343 + (5.0/3.0) * 0.650563 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -40226,8 +46059,8 @@ void rate_He4_K40_to_p_Ca43_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_K41_to_n_Ca41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_K41_to_n_Ca41_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K41 + p --> n + Ca41
 
@@ -40242,9 +46075,13 @@ void rate_p_K41_to_n_Ca41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  8.69806 + -13.9718 * tfactors.T9i + 6.52588 * tfactors.T913
                          + -1.55272 * tfactors.T9 + 0.150334 * tfactors.T953 + 1.0 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  13.9718 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 6.52588 * tfactors.T923i
                                   + -1.55272 + (5.0/3.0) * 0.150334 * tfactors.T923 + 1.0 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -40259,9 +46096,13 @@ void rate_p_K41_to_n_Ca41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  15.9784 + -13.9718 * tfactors.T9i + -2.82146 * tfactors.T913
                          + 1.71734 * tfactors.T9 + -0.187775 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  13.9718 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -2.82146 * tfactors.T923i
                                   + 1.71734 + (5.0/3.0) * -0.187775 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -40275,8 +46116,8 @@ void rate_p_K41_to_n_Ca41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_K41_to_He4_Ar38_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_K41_to_He4_Ar38_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K41 + p --> He4 + Ar38
 
@@ -40291,9 +46132,13 @@ void rate_p_K41_to_He4_Ar38_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  64.4107 + -0.681143 * tfactors.T9i + 9.28681 * tfactors.T913i + -73.161 * tfactors.T913
                          + 4.26053 * tfactors.T9 + -0.235892 * tfactors.T953 + 31.8226 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.681143 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 9.28681 * tfactors.T943i + (1.0/3.0) * -73.161 * tfactors.T923i
                                   + 4.26053 + (5.0/3.0) * -0.235892 * tfactors.T923 + 31.8226 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -40307,8 +46152,8 @@ void rate_p_K41_to_He4_Ar38_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_K41_to_n_Sc44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_K41_to_n_Sc44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K41 + He4 --> n + Sc44
 
@@ -40323,9 +46168,13 @@ void rate_He4_K41_to_n_Sc44_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  12.8237 + -39.3393 * tfactors.T9i + -7.79828 * tfactors.T913
                          + 4.55188 * tfactors.T9 + -0.667478 * tfactors.T953 + 1.0 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  39.3393 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -7.79828 * tfactors.T923i
                                   + 4.55188 + (5.0/3.0) * -0.667478 * tfactors.T923 + 1.0 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -40340,9 +46189,13 @@ void rate_He4_K41_to_n_Sc44_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  12.4167 + -39.3393 * tfactors.T9i + -2.89121 * tfactors.T913
                          + 2.26347 * tfactors.T9 + -0.251579 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  39.3393 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -2.89121 * tfactors.T923i
                                   + 2.26347 + (5.0/3.0) * -0.251579 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -40356,8 +46209,8 @@ void rate_He4_K41_to_n_Sc44_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_K41_to_p_Ca44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_K41_to_p_Ca44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // K41 + He4 --> p + Ca44
 
@@ -40372,9 +46225,13 @@ void rate_He4_K41_to_p_Ca44_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  55.5 + -73.9 * tfactors.T913i + -0.410794 * tfactors.T913
                          + 0.365336 * tfactors.T9 + -0.607187 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -73.9 * tfactors.T943i + (1.0/3.0) * -0.410794 * tfactors.T923i
                                   + 0.365336 + (5.0/3.0) * -0.607187 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -40389,9 +46246,13 @@ void rate_He4_K41_to_p_Ca44_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  48.7841 + -73.9 * tfactors.T913i + 5.43181 * tfactors.T913
                          + -2.12763 * tfactors.T9 + 0.134461 * tfactors.T953 + 0.333333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -73.9 * tfactors.T943i + (1.0/3.0) * 5.43181 * tfactors.T923i
                                   + -2.12763 + (5.0/3.0) * 0.134461 * tfactors.T923 + 0.333333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -40405,8 +46266,8 @@ void rate_He4_K41_to_p_Ca44_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ca40_to_p_K40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ca40_to_p_K40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca40 + n --> p + K40
 
@@ -40421,9 +46282,13 @@ void rate_n_Ca40_to_p_K40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  34.3284 + -6.13558 * tfactors.T9i + -30.0795 * tfactors.T913i + 2.76095 * tfactors.T913
                          + -1.51745 * tfactors.T9 + 0.191236 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.13558 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -30.0795 * tfactors.T943i + (1.0/3.0) * 2.76095 * tfactors.T923i
                                   + -1.51745 + (5.0/3.0) * 0.191236 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -40437,8 +46302,8 @@ void rate_n_Ca40_to_p_K40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ca40_to_He4_Ar37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ca40_to_He4_Ar37_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca40 + n --> He4 + Ar37
 
@@ -40453,9 +46318,13 @@ void rate_n_Ca40_to_He4_Ar37_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -9.43576 + 13.8882 * tfactors.T913
                          + 0.260223 * tfactors.T9 + -0.108063 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 13.8882 * tfactors.T923i
                                   + 0.260223 + (5.0/3.0) * -0.108063 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -40469,8 +46338,8 @@ void rate_n_Ca40_to_He4_Ar37_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ca40_to_He4_K37_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ca40_to_He4_K37_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca40 + p --> He4 + K37
 
@@ -40485,9 +46354,13 @@ void rate_p_Ca40_to_He4_K37_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  56.9522 + -60.1348 * tfactors.T9i + -73.6776 * tfactors.T913i + 0.493294 * tfactors.T913
                          + -0.902307 * tfactors.T9 + 0.0641391 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  60.1348 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -73.6776 * tfactors.T943i + (1.0/3.0) * 0.493294 * tfactors.T923i
                                   + -0.902307 + (5.0/3.0) * 0.0641391 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -40501,8 +46374,8 @@ void rate_p_Ca40_to_He4_K37_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ca40_to_p_Sc43_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ca40_to_p_Sc43_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca40 + He4 --> p + Sc43
 
@@ -40517,9 +46390,13 @@ void rate_He4_Ca40_to_p_Sc43_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  35.6575 + -40.8757 * tfactors.T9i + -32.1734 * tfactors.T913i + 0.0296879 * tfactors.T913
                          + -0.95232 * tfactors.T9 + 0.129022 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  40.8757 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -32.1734 * tfactors.T943i + (1.0/3.0) * 0.0296879 * tfactors.T923i
                                   + -0.95232 + (5.0/3.0) * 0.129022 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -40533,8 +46410,8 @@ void rate_He4_Ca40_to_p_Sc43_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ca41_to_p_K41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ca41_to_p_K41_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca41 + n --> p + K41
 
@@ -40549,9 +46426,13 @@ void rate_n_Ca41_to_p_K41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  8.00491 + 6.52588 * tfactors.T913
                          + -1.55272 * tfactors.T9 + 0.150334 * tfactors.T953 + 1.0 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 6.52588 * tfactors.T923i
                                   + -1.55272 + (5.0/3.0) * 0.150334 * tfactors.T923 + 1.0 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -40566,9 +46447,13 @@ void rate_n_Ca41_to_p_K41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  15.2853 + -2.82146 * tfactors.T913
                          + 1.71734 * tfactors.T9 + -0.187775 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -2.82146 * tfactors.T923i
                                   + 1.71734 + (5.0/3.0) * -0.187775 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -40582,8 +46467,8 @@ void rate_n_Ca41_to_p_K41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ca41_to_He4_Ar38_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ca41_to_He4_Ar38_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca41 + n --> He4 + Ar38
 
@@ -40598,9 +46483,13 @@ void rate_n_Ca41_to_He4_Ar38_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  16.972 + -1.36064e-05 * tfactors.T9i + -0.0142 * tfactors.T913i + -0.10052 * tfactors.T913
                          + 0.27737 * tfactors.T9 + -0.00483 * tfactors.T953 + -0.2165 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.36064e-05 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -0.0142 * tfactors.T943i + (1.0/3.0) * -0.10052 * tfactors.T923i
                                   + 0.27737 + (5.0/3.0) * -0.00483 * tfactors.T923 + -0.2165 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -40614,8 +46503,8 @@ void rate_n_Ca41_to_He4_Ar38_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ca41_to_He4_K38_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ca41_to_He4_K38_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca41 + p --> He4 + K38
 
@@ -40630,9 +46519,13 @@ void rate_p_Ca41_to_He4_K38_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  55.5592 + -17.0935 * tfactors.T9i + -73.7407 * tfactors.T913i + 0.600725 * tfactors.T913
                          + -0.957475 * tfactors.T9 + 0.0689286 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  17.0935 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -73.7407 * tfactors.T943i + (1.0/3.0) * 0.600725 * tfactors.T923i
                                   + -0.957475 + (5.0/3.0) * 0.0689286 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -40646,8 +46539,8 @@ void rate_p_Ca41_to_He4_K38_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ca41_to_n_Ti44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ca41_to_n_Ti44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca41 + He4 --> n + Ti44
 
@@ -40662,9 +46555,13 @@ void rate_He4_Ca41_to_n_Ti44_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  4.15144 + -37.5487 * tfactors.T9i + 2.68094 * tfactors.T913
                          + 1.34285 * tfactors.T9 + -0.18134 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  37.5487 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 2.68094 * tfactors.T923i
                                   + 1.34285 + (5.0/3.0) * -0.18134 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -40678,8 +46575,8 @@ void rate_He4_Ca41_to_n_Ti44_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ca41_to_p_Sc44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ca41_to_p_Sc44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca41 + He4 --> p + Sc44
 
@@ -40694,9 +46591,13 @@ void rate_He4_Ca41_to_p_Sc44_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  17.3516 + -25.3642 * tfactors.T9i + -32.179 * tfactors.T913i + 13.8907 * tfactors.T913
                          + -3.30408 * tfactors.T9 + 0.332186 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  25.3642 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -32.179 * tfactors.T943i + (1.0/3.0) * 13.8907 * tfactors.T923i
                                   + -3.30408 + (5.0/3.0) * 0.332186 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -40710,8 +46611,8 @@ void rate_He4_Ca41_to_p_Sc44_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ca42_to_He4_Ar39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ca42_to_He4_Ar39_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca42 + n --> He4 + Ar39
 
@@ -40726,9 +46627,13 @@ void rate_n_Ca42_to_He4_Ar39_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -88.517 + 88.8565 * tfactors.T913
                          + -12.9534 * tfactors.T9 + 0.93832 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 88.8565 * tfactors.T923i
                                   + -12.9534 + (5.0/3.0) * 0.93832 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -40742,8 +46647,8 @@ void rate_n_Ca42_to_He4_Ar39_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ca42_to_He4_K39_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ca42_to_He4_K39_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca42 + p --> He4 + K39
 
@@ -40758,9 +46663,13 @@ void rate_p_Ca42_to_He4_K39_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -78.212 + -31.1381 * tfactors.T913i + 117.868 * tfactors.T913
                          + -27.0455 * tfactors.T9 + 2.75661 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -31.1381 * tfactors.T943i + (1.0/3.0) * 117.868 * tfactors.T923i
                                   + -27.0455 + (5.0/3.0) * 2.75661 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -40774,8 +46683,8 @@ void rate_p_Ca42_to_He4_K39_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ca42_to_n_Ti45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ca42_to_n_Ti45_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca42 + He4 --> n + Ti45
 
@@ -40790,9 +46699,13 @@ void rate_He4_Ca42_to_n_Ti45_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  17.2379 + -60.2011 * tfactors.T9i + -1.31041 * tfactors.T913
                          + 0.516347 * tfactors.T9 + -0.0189198 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  60.2011 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.31041 * tfactors.T923i
                                   + 0.516347 + (5.0/3.0) * -0.0189198 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -40806,8 +46719,8 @@ void rate_He4_Ca42_to_n_Ti45_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ca42_to_p_Sc45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ca42_to_p_Sc45_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca42 + He4 --> p + Sc45
 
@@ -40822,9 +46735,13 @@ void rate_He4_Ca42_to_p_Sc45_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  18.625 + -27.1933 * tfactors.T9i + -32.1843 * tfactors.T913i + 14.0733 * tfactors.T913
                          + -3.38786 * tfactors.T9 + 0.349494 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  27.1933 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -32.1843 * tfactors.T943i + (1.0/3.0) * 14.0733 * tfactors.T923i
                                   + -3.38786 + (5.0/3.0) * 0.349494 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -40838,8 +46755,8 @@ void rate_He4_Ca42_to_p_Sc45_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ca43_to_He4_Ar40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ca43_to_He4_Ar40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca43 + n --> He4 + Ar40
 
@@ -40854,9 +46771,13 @@ void rate_n_Ca43_to_He4_Ar40_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  0.325905 + 4.3289 * tfactors.T913
                          + 1.46375 * tfactors.T9 + -0.180625 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 4.3289 * tfactors.T923i
                                   + 1.46375 + (5.0/3.0) * -0.180625 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -40870,8 +46791,8 @@ void rate_n_Ca43_to_He4_Ar40_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ca43_to_n_Sc43_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ca43_to_n_Sc43_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca43 + p --> n + Sc43
 
@@ -40886,9 +46807,13 @@ void rate_p_Ca43_to_n_Sc43_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  19.4535 + -34.849 * tfactors.T9i + -0.494422 * tfactors.T913
                          + 0.261414 * tfactors.T9 + -0.0285528 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  34.849 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.494422 * tfactors.T923i
                                   + 0.261414 + (5.0/3.0) * -0.0285528 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -40902,8 +46827,8 @@ void rate_p_Ca43_to_n_Sc43_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ca43_to_He4_K40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ca43_to_He4_K40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca43 + p --> He4 + K40
 
@@ -40918,9 +46843,13 @@ void rate_p_Ca43_to_He4_K40_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  44.7054 + -0.108839 * tfactors.T9i + -73.858 * tfactors.T913i + 16.1645 * tfactors.T913
                          + -5.93343 * tfactors.T9 + 0.650563 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.108839 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -73.858 * tfactors.T943i + (1.0/3.0) * 16.1645 * tfactors.T923i
                                   + -5.93343 + (5.0/3.0) * 0.650563 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -40934,8 +46863,8 @@ void rate_p_Ca43_to_He4_K40_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ca43_to_n_Ti46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ca43_to_n_Ti46_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca43 + He4 --> n + Ti46
 
@@ -40950,9 +46879,13 @@ void rate_He4_Ca43_to_n_Ti46_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  53.4643 + -76.5897 * tfactors.T913i + 3.69244 * tfactors.T913
                          + -1.90131 * tfactors.T9 + 0.171994 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -76.5897 * tfactors.T943i + (1.0/3.0) * 3.69244 * tfactors.T923i
                                   + -1.90131 + (5.0/3.0) * 0.171994 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -40966,8 +46899,8 @@ void rate_He4_Ca43_to_n_Ti46_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ca43_to_p_Sc46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ca43_to_p_Sc46_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca43 + He4 --> p + Sc46
 
@@ -40982,9 +46915,13 @@ void rate_He4_Ca43_to_p_Sc46_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  69.4699 + -22.8373 * tfactors.T9i + 189.856 * tfactors.T913i + -278.908 * tfactors.T913
                          + 13.9142 * tfactors.T9 + -0.770736 * tfactors.T953 + 153.141 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  22.8373 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 189.856 * tfactors.T943i + (1.0/3.0) * -278.908 * tfactors.T923i
                                   + 13.9142 + (5.0/3.0) * -0.770736 * tfactors.T923 + 153.141 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -40998,8 +46935,8 @@ void rate_He4_Ca43_to_p_Sc46_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ca44_to_n_Sc44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ca44_to_n_Sc44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca44 + p --> n + Sc44
 
@@ -41014,9 +46951,13 @@ void rate_p_Ca44_to_n_Sc44_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  22.5127 + -51.4628 * tfactors.T9i + -1.95318 * tfactors.T913
                          + 0.326277 * tfactors.T9 + -0.0205095 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  51.4628 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.95318 * tfactors.T923i
                                   + 0.326277 + (5.0/3.0) * -0.0205095 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -41030,8 +46971,8 @@ void rate_p_Ca44_to_n_Sc44_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ca44_to_He4_K41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ca44_to_He4_K41_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca44 + p --> He4 + K41
 
@@ -41046,9 +46987,13 @@ void rate_p_Ca44_to_He4_K41_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  51.4508 + -12.1383 * tfactors.T9i + -73.9 * tfactors.T913i + 5.43181 * tfactors.T913
                          + -2.12763 * tfactors.T9 + 0.134461 * tfactors.T953 + 0.333333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.1383 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -73.9 * tfactors.T943i + (1.0/3.0) * 5.43181 * tfactors.T923i
                                   + -2.12763 + (5.0/3.0) * 0.134461 * tfactors.T923 + 0.333333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -41063,9 +47008,13 @@ void rate_p_Ca44_to_He4_K41_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  58.1667 + -12.1383 * tfactors.T9i + -73.9 * tfactors.T913i + -0.410794 * tfactors.T913
                          + 0.365336 * tfactors.T9 + -0.607187 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.1383 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -73.9 * tfactors.T943i + (1.0/3.0) * -0.410794 * tfactors.T923i
                                   + 0.365336 + (5.0/3.0) * -0.607187 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -41079,8 +47028,8 @@ void rate_p_Ca44_to_He4_K41_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ca44_to_n_Ti47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ca44_to_n_Ti47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca44 + He4 --> n + Ti47
 
@@ -41095,9 +47044,13 @@ void rate_He4_Ca44_to_n_Ti47_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -3.44255 + -25.3267 * tfactors.T9i + 4.6504 * tfactors.T913
                          + 2.25932 * tfactors.T9 + -0.286843 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  25.3267 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 4.6504 * tfactors.T923i
                                   + 2.25932 + (5.0/3.0) * -0.286843 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -41111,8 +47064,8 @@ void rate_He4_Ca44_to_n_Ti47_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ca44_to_p_Sc47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ca44_to_p_Sc47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca44 + He4 --> p + Sc47
 
@@ -41127,9 +47080,13 @@ void rate_He4_Ca44_to_p_Sc47_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  75.2496 + -29.0126 * tfactors.T9i + 224.282 * tfactors.T913i + -318.978 * tfactors.T913
                          + 15.9466 * tfactors.T9 + -0.877308 * tfactors.T953 + 174.938 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  29.0126 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 224.282 * tfactors.T943i + (1.0/3.0) * -318.978 * tfactors.T923i
                                   + 15.9466 + (5.0/3.0) * -0.877308 * tfactors.T923 + 174.938 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -41143,8 +47100,8 @@ void rate_He4_Ca44_to_p_Sc47_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ca45_to_n_Sc45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ca45_to_n_Sc45_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca45 + p --> n + Sc45
 
@@ -41159,9 +47116,13 @@ void rate_p_Ca45_to_n_Sc45_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -3.98017 + -6.10982 * tfactors.T9i + 14.7265 * tfactors.T913
                          + -1.41914 * tfactors.T9 + 0.0785177 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.10982 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 14.7265 * tfactors.T923i
                                   + -1.41914 + (5.0/3.0) * 0.0785177 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -41175,8 +47136,8 @@ void rate_p_Ca45_to_n_Sc45_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ca45_to_n_Ti48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ca45_to_n_Ti48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca45 + He4 --> n + Ti48
 
@@ -41191,9 +47152,13 @@ void rate_He4_Ca45_to_n_Ti48_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  57.1268 + -76.6866 * tfactors.T913i + -0.885239 * tfactors.T913
                          + -0.554755 * tfactors.T9 + 0.0189393 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -76.6866 * tfactors.T943i + (1.0/3.0) * -0.885239 * tfactors.T923i
                                   + -0.554755 + (5.0/3.0) * 0.0189393 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -41207,8 +47172,8 @@ void rate_He4_Ca45_to_n_Ti48_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ca45_to_p_Sc48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ca45_to_p_Sc48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca45 + He4 --> p + Sc48
 
@@ -41223,9 +47188,13 @@ void rate_He4_Ca45_to_p_Sc48_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  71.9187 + -19.6095 * tfactors.T9i + 239.338 * tfactors.T913i + -335.863 * tfactors.T913
                          + 14.1283 * tfactors.T9 + -0.596544 * tfactors.T953 + 190.967 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  19.6095 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 239.338 * tfactors.T943i + (1.0/3.0) * -335.863 * tfactors.T923i
                                   + 14.1283 + (5.0/3.0) * -0.596544 * tfactors.T923 + 190.967 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -41239,8 +47208,8 @@ void rate_He4_Ca45_to_p_Sc48_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ca46_to_n_Sc46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ca46_to_n_Sc46_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca46 + p --> n + Sc46
 
@@ -41255,9 +47224,13 @@ void rate_p_Ca46_to_n_Sc46_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  76.3672 + -25.675 * tfactors.T9i + 65.2318 * tfactors.T913i + -132.177 * tfactors.T913
                          + 8.05925 * tfactors.T9 + -0.425861 * tfactors.T953 + 59.0907 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  25.675 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 65.2318 * tfactors.T943i + (1.0/3.0) * -132.177 * tfactors.T923i
                                   + 8.05925 + (5.0/3.0) * -0.425861 * tfactors.T923 + 59.0907 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -41271,8 +47244,8 @@ void rate_p_Ca46_to_n_Sc46_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ca46_to_n_Ti49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ca46_to_n_Ti49_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca46 + He4 --> n + Ti49
 
@@ -41287,9 +47260,13 @@ void rate_He4_Ca46_to_n_Ti49_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -105.987 + -2.58408 * tfactors.T9i + 100.098 * tfactors.T913
                          + -14.6121 * tfactors.T9 + 1.09235 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.58408 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 100.098 * tfactors.T923i
                                   + -14.6121 + (5.0/3.0) * 1.09235 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -41303,8 +47280,8 @@ void rate_He4_Ca46_to_n_Ti49_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ca46_to_p_Sc49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ca46_to_p_Sc49_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca46 + He4 --> p + Sc49
 
@@ -41319,9 +47296,13 @@ void rate_He4_Ca46_to_p_Sc49_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  74.0275 + -22.4589 * tfactors.T9i + 218.203 * tfactors.T913i + -316.114 * tfactors.T913
                          + 14.9186 * tfactors.T9 + -0.720017 * tfactors.T953 + 174.788 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  22.4589 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 218.203 * tfactors.T943i + (1.0/3.0) * -316.114 * tfactors.T923i
                                   + 14.9186 + (5.0/3.0) * -0.720017 * tfactors.T923 + 174.788 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -41335,8 +47316,8 @@ void rate_He4_Ca46_to_p_Sc49_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ca47_to_n_Sc47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ca47_to_n_Sc47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca47 + p --> n + Sc47
 
@@ -41351,9 +47332,13 @@ void rate_p_Ca47_to_n_Sc47_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  34.8341 + -31.164 * tfactors.T913i + -0.314533 * tfactors.T913
                          + -0.0979736 * tfactors.T9 + 0.00385901 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -31.164 * tfactors.T943i + (1.0/3.0) * -0.314533 * tfactors.T923i
                                   + -0.0979736 + (5.0/3.0) * 0.00385901 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -41367,8 +47352,8 @@ void rate_p_Ca47_to_n_Sc47_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ca47_to_n_Ti50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ca47_to_n_Ti50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca47 + He4 --> n + Ti50
 
@@ -41383,9 +47368,13 @@ void rate_He4_Ca47_to_n_Ti50_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  57.426 + -76.7758 * tfactors.T913i + -0.981924 * tfactors.T913
                          + -0.52791 * tfactors.T9 + 0.0150723 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -76.7758 * tfactors.T943i + (1.0/3.0) * -0.981924 * tfactors.T923i
                                   + -0.52791 + (5.0/3.0) * 0.0150723 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -41399,8 +47388,8 @@ void rate_He4_Ca47_to_n_Ti50_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ca48_to_n_Sc48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ca48_to_n_Sc48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca48 + p --> n + Sc48
 
@@ -41415,9 +47404,13 @@ void rate_p_Ca48_to_n_Sc48_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  196.239 + -7.0501 * tfactors.T9i + 149.725 * tfactors.T913i + -359.287 * tfactors.T913
                          + 24.8127 * tfactors.T9 + -1.57647 * tfactors.T953 + 151.916 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  7.0501 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 149.725 * tfactors.T943i + (1.0/3.0) * -359.287 * tfactors.T923i
                                   + 24.8127 + (5.0/3.0) * -1.57647 * tfactors.T923 + 151.916 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -41431,8 +47424,8 @@ void rate_p_Ca48_to_n_Sc48_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ca48_to_n_Ti51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ca48_to_n_Ti51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ca48 + He4 --> n + Ti51
 
@@ -41447,9 +47440,13 @@ void rate_He4_Ca48_to_n_Ti51_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  72.5425 + -13.9828 * tfactors.T9i + 343.859 * tfactors.T913i + -441.137 * tfactors.T913
                          + 18.781 * tfactors.T9 + -0.911515 * tfactors.T953 + 254.789 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  13.9828 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 343.859 * tfactors.T943i + (1.0/3.0) * -441.137 * tfactors.T923i
                                   + 18.781 + (5.0/3.0) * -0.911515 * tfactors.T923 + 254.789 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -41463,8 +47460,8 @@ void rate_He4_Ca48_to_n_Ti51_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Sc43_to_p_Ca43_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Sc43_to_p_Ca43_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc43 + n --> p + Ca43
 
@@ -41479,9 +47476,13 @@ void rate_n_Sc43_to_p_Ca43_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  19.4535 + -0.494422 * tfactors.T913
                          + 0.261414 * tfactors.T9 + -0.0285528 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.494422 * tfactors.T923i
                                   + 0.261414 + (5.0/3.0) * -0.0285528 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -41495,8 +47496,8 @@ void rate_n_Sc43_to_p_Ca43_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Sc43_to_He4_K40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Sc43_to_He4_K40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc43 + n --> He4 + K40
 
@@ -41511,9 +47512,13 @@ void rate_n_Sc43_to_He4_K40_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  10.3424 + -0.653091 * tfactors.T913
                          + 1.79632 * tfactors.T9 + -0.19216 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.653091 * tfactors.T923i
                                   + 1.79632 + (5.0/3.0) * -0.19216 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -41527,8 +47532,8 @@ void rate_n_Sc43_to_He4_K40_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Sc43_to_He4_Ca40_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Sc43_to_He4_Ca40_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc43 + p --> He4 + Ca40
 
@@ -41543,9 +47548,13 @@ void rate_p_Sc43_to_He4_Ca40_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  34.8559 + -32.1734 * tfactors.T913i + 0.0296879 * tfactors.T913
                          + -0.95232 * tfactors.T9 + 0.129022 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -32.1734 * tfactors.T943i + (1.0/3.0) * 0.0296879 * tfactors.T923i
                                   + -0.95232 + (5.0/3.0) * 0.129022 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -41559,8 +47568,8 @@ void rate_p_Sc43_to_He4_Ca40_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Sc43_to_n_V46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Sc43_to_n_V46_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc43 + He4 --> n + V46
 
@@ -41575,9 +47584,13 @@ void rate_He4_Sc43_to_n_V46_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  4.15978 + -55.2527 * tfactors.T9i + 6.99126 * tfactors.T913
                          + -0.552826 * tfactors.T9 + 0.0272052 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  55.2527 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 6.99126 * tfactors.T923i
                                   + -0.552826 + (5.0/3.0) * 0.0272052 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -41591,8 +47604,8 @@ void rate_He4_Sc43_to_n_V46_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Sc43_to_p_Ti46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Sc43_to_p_Ti46_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc43 + He4 --> p + Ti46
 
@@ -41607,9 +47620,13 @@ void rate_He4_Sc43_to_p_Ti46_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  57.3723 + -79.122 * tfactors.T913i + -0.495539 * tfactors.T913
                          + -0.618414 * tfactors.T9 + 0.0175873 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -79.122 * tfactors.T943i + (1.0/3.0) * -0.495539 * tfactors.T923i
                                   + -0.618414 + (5.0/3.0) * 0.0175873 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -41623,8 +47640,8 @@ void rate_He4_Sc43_to_p_Ti46_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Sc44_to_p_Ca44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Sc44_to_p_Ca44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc44 + n --> p + Ca44
 
@@ -41639,9 +47656,13 @@ void rate_n_Sc44_to_p_Ca44_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.9033 + -1.95318 * tfactors.T913
                          + 0.326277 * tfactors.T9 + -0.0205095 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.95318 * tfactors.T923i
                                   + 0.326277 + (5.0/3.0) * -0.0205095 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -41655,8 +47676,8 @@ void rate_n_Sc44_to_p_Ca44_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Sc44_to_He4_K41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Sc44_to_He4_K41_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc44 + n --> He4 + K41
 
@@ -41671,9 +47692,13 @@ void rate_n_Sc44_to_He4_K41_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  13.8809 + -7.79828 * tfactors.T913
                          + 4.55188 * tfactors.T9 + -0.667478 * tfactors.T953 + 1.0 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -7.79828 * tfactors.T923i
                                   + 4.55188 + (5.0/3.0) * -0.667478 * tfactors.T923 + 1.0 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -41688,9 +47713,13 @@ void rate_n_Sc44_to_He4_K41_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  13.4739 + -2.89121 * tfactors.T913
                          + 2.26347 * tfactors.T9 + -0.251579 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -2.89121 * tfactors.T923i
                                   + 2.26347 + (5.0/3.0) * -0.251579 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -41704,8 +47733,8 @@ void rate_n_Sc44_to_He4_K41_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Sc44_to_n_Ti44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Sc44_to_n_Ti44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc44 + p --> n + Ti44
 
@@ -41720,9 +47749,13 @@ void rate_p_Sc44_to_n_Ti44_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  8.67946 + -12.1845 * tfactors.T9i + 4.3491 * tfactors.T913
                          + 0.421585 * tfactors.T9 + -0.0855256 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.1845 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 4.3491 * tfactors.T923i
                                   + 0.421585 + (5.0/3.0) * -0.0855256 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -41736,8 +47769,8 @@ void rate_p_Sc44_to_n_Ti44_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Sc44_to_He4_Ca41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Sc44_to_He4_Ca41_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc44 + p --> He4 + Ca41
 
@@ -41752,9 +47785,13 @@ void rate_p_Sc44_to_He4_Ca41_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  19.102 + -32.179 * tfactors.T913i + 13.8907 * tfactors.T913
                          + -3.30408 * tfactors.T9 + 0.332186 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -32.179 * tfactors.T943i + (1.0/3.0) * 13.8907 * tfactors.T923i
                                   + -3.30408 + (5.0/3.0) * 0.332186 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -41768,8 +47805,8 @@ void rate_p_Sc44_to_He4_Ca41_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Sc44_to_n_V47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Sc44_to_n_V47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc44 + He4 --> n + V47
 
@@ -41784,9 +47821,13 @@ void rate_He4_Sc44_to_n_V47_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -35.9521 + -16.9477 * tfactors.T9i + 31.743 * tfactors.T913
                          + -1.66241 * tfactors.T9 + -0.0278854 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  16.9477 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 31.743 * tfactors.T923i
                                   + -1.66241 + (5.0/3.0) * -0.0278854 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -41800,8 +47841,8 @@ void rate_He4_Sc44_to_n_V47_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Sc44_to_p_Ti47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Sc44_to_p_Ti47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc44 + He4 --> p + Ti47
 
@@ -41816,9 +47857,13 @@ void rate_He4_Sc44_to_p_Ti47_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  59.5285 + -79.1731 * tfactors.T913i + -3.93328 * tfactors.T913
                          + 0.112908 * tfactors.T9 + -0.0385366 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -79.1731 * tfactors.T943i + (1.0/3.0) * -3.93328 * tfactors.T923i
                                   + 0.112908 + (5.0/3.0) * -0.0385366 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -41832,8 +47877,8 @@ void rate_He4_Sc44_to_p_Ti47_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Sc45_to_p_Ca45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Sc45_to_p_Ca45_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc45 + n --> p + Ca45
 
@@ -41848,9 +47893,13 @@ void rate_n_Sc45_to_p_Ca45_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -3.98017 + 14.7265 * tfactors.T913
                          + -1.41914 * tfactors.T9 + 0.0785177 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 14.7265 * tfactors.T923i
                                   + -1.41914 + (5.0/3.0) * 0.0785177 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -41864,8 +47913,8 @@ void rate_n_Sc45_to_p_Ca45_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Sc45_to_n_Ti45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Sc45_to_n_Ti45_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc45 + p --> n + Ti45
 
@@ -41880,9 +47929,13 @@ void rate_p_Sc45_to_n_Ti45_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.2443 + -33.0078 * tfactors.T9i + -1.6182 * tfactors.T913
                          + 0.577281 * tfactors.T9 + -0.0582774 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  33.0078 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.6182 * tfactors.T923i
                                   + 0.577281 + (5.0/3.0) * -0.0582774 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -41896,8 +47949,8 @@ void rate_p_Sc45_to_n_Ti45_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Sc45_to_He4_Ca42_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Sc45_to_He4_Ca42_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc45 + p --> He4 + Ca42
 
@@ -41912,9 +47965,13 @@ void rate_p_Sc45_to_He4_Ca42_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  17.8284 + -32.1843 * tfactors.T913i + 14.0733 * tfactors.T913
                          + -3.38786 * tfactors.T9 + 0.349494 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -32.1843 * tfactors.T943i + (1.0/3.0) * 14.0733 * tfactors.T923i
                                   + -3.38786 + (5.0/3.0) * 0.349494 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -41928,8 +47985,8 @@ void rate_p_Sc45_to_He4_Ca42_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Sc45_to_n_V48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Sc45_to_n_V48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc45 + He4 --> n + V48
 
@@ -41944,9 +48001,13 @@ void rate_He4_Sc45_to_n_V48_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -7.04722 + -25.9803 * tfactors.T9i + 8.18067 * tfactors.T913
                          + 1.50465 * tfactors.T9 + -0.224564 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  25.9803 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 8.18067 * tfactors.T923i
                                   + 1.50465 + (5.0/3.0) * -0.224564 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -41960,8 +48021,8 @@ void rate_He4_Sc45_to_n_V48_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Sc45_to_p_Ti48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Sc45_to_p_Ti48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc45 + He4 --> p + Ti48
 
@@ -41976,9 +48037,13 @@ void rate_He4_Sc45_to_p_Ti48_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  57.207 + -79.222 * tfactors.T913i + 0.0710184 * tfactors.T913
                          + -1.47173 * tfactors.T9 + 0.15944 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -79.222 * tfactors.T943i + (1.0/3.0) * 0.0710184 * tfactors.T923i
                                   + -1.47173 + (5.0/3.0) * 0.15944 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -41992,8 +48057,8 @@ void rate_He4_Sc45_to_p_Ti48_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Sc46_to_p_Ca46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Sc46_to_p_Ca46_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc46 + n --> p + Ca46
 
@@ -42008,9 +48073,13 @@ void rate_n_Sc46_to_p_Ca46_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  74.17 + -0.632473 * tfactors.T9i + 65.2318 * tfactors.T913i + -132.177 * tfactors.T913
                          + 8.05925 * tfactors.T9 + -0.425861 * tfactors.T953 + 59.0907 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.632473 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 65.2318 * tfactors.T943i + (1.0/3.0) * -132.177 * tfactors.T923i
                                   + 8.05925 + (5.0/3.0) * -0.425861 * tfactors.T923 + 59.0907 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -42024,8 +48093,8 @@ void rate_n_Sc46_to_p_Ca46_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Sc46_to_n_Ti46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Sc46_to_n_Ti46_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc46 + p --> n + Ti46
 
@@ -42040,9 +48109,13 @@ void rate_p_Sc46_to_n_Ti46_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  120.144 + -5.3851 * tfactors.T9i + 200.092 * tfactors.T913i + -329.451 * tfactors.T913
                          + 18.1752 * tfactors.T9 + -1.01788 * tfactors.T953 + 164.827 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.3851 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 200.092 * tfactors.T943i + (1.0/3.0) * -329.451 * tfactors.T923i
                                   + 18.1752 + (5.0/3.0) * -1.01788 * tfactors.T923 + 164.827 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -42056,8 +48129,8 @@ void rate_p_Sc46_to_n_Ti46_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Sc46_to_He4_Ca43_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Sc46_to_He4_Ca43_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc46 + p --> He4 + Ca43
 
@@ -42072,9 +48145,13 @@ void rate_p_Sc46_to_He4_Ca43_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  70.6373 + -5.26809 * tfactors.T9i + 189.856 * tfactors.T913i + -278.908 * tfactors.T913
                          + 13.9142 * tfactors.T9 + -0.770736 * tfactors.T953 + 153.141 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.26809 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 189.856 * tfactors.T943i + (1.0/3.0) * -278.908 * tfactors.T923i
                                   + 13.9142 + (5.0/3.0) * -0.770736 * tfactors.T923 + 153.141 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -42088,8 +48165,8 @@ void rate_p_Sc46_to_He4_Ca43_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Sc46_to_n_V49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Sc46_to_n_V49_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc46 + He4 --> n + V49
 
@@ -42104,9 +48181,13 @@ void rate_He4_Sc46_to_n_V49_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -907.911 + 14.6583 * tfactors.T9i + -1592.71 * tfactors.T913i + 2609.63 * tfactors.T913
                          + -155.96 * tfactors.T9 + 8.94971 * tfactors.T953 + -1223.97 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -14.6583 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -1592.71 * tfactors.T943i + (1.0/3.0) * 2609.63 * tfactors.T923i
                                   + -155.96 + (5.0/3.0) * 8.94971 * tfactors.T923 + -1223.97 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -42120,8 +48201,8 @@ void rate_He4_Sc46_to_n_V49_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Sc46_to_p_Ti49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Sc46_to_p_Ti49_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc46 + He4 --> p + Ti49
 
@@ -42136,9 +48217,13 @@ void rate_He4_Sc46_to_p_Ti49_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -938.441 + 14.7159 * tfactors.T9i + -1603.15 * tfactors.T913i + 2650.58 * tfactors.T913
                          + -159.776 * tfactors.T9 + 9.24163 * tfactors.T953 + -1237.15 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -14.7159 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -1603.15 * tfactors.T943i + (1.0/3.0) * 2650.58 * tfactors.T923i
                                   + -159.776 + (5.0/3.0) * 9.24163 * tfactors.T923 + -1237.15 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -42152,8 +48237,8 @@ void rate_He4_Sc46_to_p_Ti49_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Sc47_to_p_Ca47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Sc47_to_p_Ca47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc47 + n --> p + Ca47
 
@@ -42168,9 +48253,13 @@ void rate_n_Sc47_to_p_Ca47_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  34.8341 + -14.0374 * tfactors.T9i + -31.164 * tfactors.T913i + -0.314533 * tfactors.T913
                          + -0.0979736 * tfactors.T9 + 0.00385901 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  14.0374 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -31.164 * tfactors.T943i + (1.0/3.0) * -0.314533 * tfactors.T923i
                                   + -0.0979736 + (5.0/3.0) * 0.00385901 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -42184,8 +48273,8 @@ void rate_n_Sc47_to_p_Ca47_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Sc47_to_n_Ti47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Sc47_to_n_Ti47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc47 + p --> n + Ti47
 
@@ -42200,9 +48289,13 @@ void rate_p_Sc47_to_n_Ti47_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -22.9861 + -2.11287 * tfactors.T9i + 30.6942 * tfactors.T913
                          + -3.81514 * tfactors.T9 + 0.263484 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.11287 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 30.6942 * tfactors.T923i
                                   + -3.81514 + (5.0/3.0) * 0.263484 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -42216,8 +48309,8 @@ void rate_p_Sc47_to_n_Ti47_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Sc47_to_He4_Ca44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Sc47_to_He4_Ca44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc47 + p --> He4 + Ca44
 
@@ -42232,9 +48325,13 @@ void rate_p_Sc47_to_He4_Ca44_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  74.4575 + -5.79201 * tfactors.T9i + 224.282 * tfactors.T913i + -318.978 * tfactors.T913
                          + 15.9466 * tfactors.T9 + -0.877308 * tfactors.T953 + 174.938 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.79201 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 224.282 * tfactors.T943i + (1.0/3.0) * -318.978 * tfactors.T923i
                                   + 15.9466 + (5.0/3.0) * -0.877308 * tfactors.T923 + 174.938 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -42248,8 +48345,8 @@ void rate_p_Sc47_to_He4_Ca44_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Sc47_to_n_V50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Sc47_to_n_V50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc47 + He4 --> n + V50
 
@@ -42264,9 +48361,13 @@ void rate_He4_Sc47_to_n_V50_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -72.4729 + -8.78424 * tfactors.T9i + 66.0687 * tfactors.T913
                          + -8.06344 * tfactors.T9 + 0.527546 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  8.78424 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 66.0687 * tfactors.T923i
                                   + -8.06344 + (5.0/3.0) * 0.527546 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -42280,8 +48381,8 @@ void rate_He4_Sc47_to_n_V50_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Sc47_to_p_Ti50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Sc47_to_p_Ti50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc47 + He4 --> p + Ti50
 
@@ -42296,9 +48397,13 @@ void rate_He4_Sc47_to_p_Ti50_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -980.428 + 14.926 * tfactors.T9i + -1637.36 * tfactors.T913i + 2730.59 * tfactors.T913
                          + -164.393 * tfactors.T9 + 9.47988 * tfactors.T953 + -1271.98 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -14.926 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -1637.36 * tfactors.T943i + (1.0/3.0) * 2730.59 * tfactors.T923i
                                   + -164.393 + (5.0/3.0) * 9.47988 * tfactors.T923 + -1271.98 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -42312,8 +48417,8 @@ void rate_He4_Sc47_to_p_Ti50_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Sc48_to_p_Ca48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Sc48_to_p_Ca48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc48 + n --> p + Ca48
 
@@ -42328,9 +48433,13 @@ void rate_n_Sc48_to_p_Ca48_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  193.674 + -1.20143 * tfactors.T9i + 149.725 * tfactors.T913i + -359.287 * tfactors.T913
                          + 24.8127 * tfactors.T9 + -1.57647 * tfactors.T953 + 151.916 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.20143 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 149.725 * tfactors.T943i + (1.0/3.0) * -359.287 * tfactors.T923i
                                   + 24.8127 + (5.0/3.0) * -1.57647 * tfactors.T923 + 151.916 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -42344,8 +48453,8 @@ void rate_n_Sc48_to_p_Ca48_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Sc48_to_n_Ti48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Sc48_to_n_Ti48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc48 + p --> n + Ti48
 
@@ -42360,9 +48469,13 @@ void rate_p_Sc48_to_n_Ti48_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  118.891 + -5.45559 * tfactors.T9i + 201.123 * tfactors.T913i + -329.189 * tfactors.T913
                          + 18.2769 * tfactors.T9 + -1.03382 * tfactors.T953 + 164.945 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.45559 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 201.123 * tfactors.T943i + (1.0/3.0) * -329.189 * tfactors.T923i
                                   + 18.2769 + (5.0/3.0) * -1.03382 * tfactors.T923 + 164.945 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -42376,8 +48489,8 @@ void rate_p_Sc48_to_n_Ti48_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Sc48_to_He4_Ca45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Sc48_to_He4_Ca45_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc48 + p --> He4 + Ca45
 
@@ -42392,9 +48505,13 @@ void rate_p_Sc48_to_He4_Ca45_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  72.7227 + -5.86977 * tfactors.T9i + 239.338 * tfactors.T913i + -335.863 * tfactors.T913
                          + 14.1283 * tfactors.T9 + -0.596544 * tfactors.T953 + 190.967 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.86977 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 239.338 * tfactors.T943i + (1.0/3.0) * -335.863 * tfactors.T923i
                                   + 14.1283 + (5.0/3.0) * -0.596544 * tfactors.T923 + 190.967 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -42408,8 +48525,8 @@ void rate_p_Sc48_to_He4_Ca45_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Sc48_to_n_V51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Sc48_to_n_V51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc48 + He4 --> n + V51
 
@@ -42424,9 +48541,13 @@ void rate_He4_Sc48_to_n_V51_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -925.664 + 14.9263 * tfactors.T9i + -1621.99 * tfactors.T913i + 2659.5 * tfactors.T913
                          + -158.959 * tfactors.T9 + 9.12514 * tfactors.T953 + -1247.44 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -14.9263 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -1621.99 * tfactors.T943i + (1.0/3.0) * 2659.5 * tfactors.T923i
                                   + -158.959 + (5.0/3.0) * 9.12514 * tfactors.T923 + -1247.44 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -42440,8 +48561,8 @@ void rate_He4_Sc48_to_n_V51_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Sc48_to_p_Ti51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Sc48_to_p_Ti51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc48 + He4 --> p + Ti51
 
@@ -42456,9 +48577,13 @@ void rate_He4_Sc48_to_p_Ti51_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -846.099 + 17.271 * tfactors.T9i + -1740.8 * tfactors.T913i + 2683.45 * tfactors.T913
                          + -154.78 * tfactors.T9 + 8.68561 * tfactors.T953 + -1291.82 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -17.271 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -1740.8 * tfactors.T943i + (1.0/3.0) * 2683.45 * tfactors.T923i
                                   + -154.78 + (5.0/3.0) * 8.68561 * tfactors.T923 + -1291.82 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -42472,8 +48597,8 @@ void rate_He4_Sc48_to_p_Ti51_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Sc49_to_n_Ti49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Sc49_to_n_Ti49_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc49 + p --> n + Ti49
 
@@ -42488,9 +48613,13 @@ void rate_p_Sc49_to_n_Ti49_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  120.282 + -5.52132 * tfactors.T9i + 204.555 * tfactors.T913i + -334.141 * tfactors.T913
                          + 18.5078 * tfactors.T9 + -1.04158 * tfactors.T953 + 167.483 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.52132 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 204.555 * tfactors.T943i + (1.0/3.0) * -334.141 * tfactors.T923i
                                   + 18.5078 + (5.0/3.0) * -1.04158 * tfactors.T923 + 167.483 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -42504,8 +48633,8 @@ void rate_p_Sc49_to_n_Ti49_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Sc49_to_He4_Ca46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Sc49_to_He4_Ca46_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc49 + p --> He4 + Ca46
 
@@ -42520,9 +48649,13 @@ void rate_p_Sc49_to_He4_Ca46_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  73.2396 + -5.66716 * tfactors.T9i + 218.203 * tfactors.T913i + -316.114 * tfactors.T913
                          + 14.9186 * tfactors.T9 + -0.720017 * tfactors.T953 + 174.788 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.66716 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 218.203 * tfactors.T943i + (1.0/3.0) * -316.114 * tfactors.T923i
                                   + 14.9186 + (5.0/3.0) * -0.720017 * tfactors.T923 + 174.788 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -42536,8 +48669,8 @@ void rate_p_Sc49_to_He4_Ca46_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Sc49_to_n_V52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Sc49_to_n_V52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Sc49 + He4 --> n + V52
 
@@ -42552,9 +48685,13 @@ void rate_He4_Sc49_to_n_V52_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -14.4353 + -11.0443 * tfactors.T9i + 174.784 * tfactors.T913i + -175.991 * tfactors.T913
                          + 2.92402 * tfactors.T9 + 0.0459501 * tfactors.T953 + 127.478 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  11.0443 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 174.784 * tfactors.T943i + (1.0/3.0) * -175.991 * tfactors.T923i
                                   + 2.92402 + (5.0/3.0) * 0.0459501 * tfactors.T923 + 127.478 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -42568,8 +48705,8 @@ void rate_He4_Sc49_to_n_V52_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ti44_to_p_Sc44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ti44_to_p_Sc44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti44 + n --> p + Sc44
 
@@ -42584,9 +48721,13 @@ void rate_n_Ti44_to_p_Sc44_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  10.2889 + 4.3491 * tfactors.T913
                          + 0.421585 * tfactors.T9 + -0.0855256 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 4.3491 * tfactors.T923i
                                   + 0.421585 + (5.0/3.0) * -0.0855256 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -42600,8 +48741,8 @@ void rate_n_Ti44_to_p_Sc44_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ti44_to_He4_Ca41_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ti44_to_He4_Ca41_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti44 + n --> He4 + Ca41
 
@@ -42616,9 +48757,13 @@ void rate_n_Ti44_to_He4_Ca41_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  7.51125 + 2.68094 * tfactors.T913
                          + 1.34285 * tfactors.T9 + -0.18134 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 2.68094 * tfactors.T923i
                                   + 1.34285 + (5.0/3.0) * -0.18134 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -42632,8 +48777,8 @@ void rate_n_Ti44_to_He4_Ca41_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ti44_to_p_V47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ti44_to_p_V47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti44 + He4 --> p + V47
 
@@ -42648,9 +48793,13 @@ void rate_He4_Ti44_to_p_V47_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -76.5154 + -10.7931 * tfactors.T9i + 70.2835 * tfactors.T913
                          + -7.99061 * tfactors.T9 + 0.486213 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.7931 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 70.2835 * tfactors.T923i
                                   + -7.99061 + (5.0/3.0) * 0.486213 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -42664,8 +48813,8 @@ void rate_He4_Ti44_to_p_V47_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ti45_to_p_Sc45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ti45_to_p_Sc45_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti45 + n --> p + Sc45
 
@@ -42680,9 +48829,13 @@ void rate_n_Ti45_to_p_Sc45_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.2443 + -1.6182 * tfactors.T913
                          + 0.577281 * tfactors.T9 + -0.0582774 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.6182 * tfactors.T923i
                                   + 0.577281 + (5.0/3.0) * -0.0582774 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -42696,8 +48849,8 @@ void rate_n_Ti45_to_p_Sc45_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ti45_to_He4_Ca42_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ti45_to_He4_Ca42_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti45 + n --> He4 + Ca42
 
@@ -42712,9 +48865,13 @@ void rate_n_Ti45_to_He4_Ca42_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  16.4413 + -1.31041 * tfactors.T913
                          + 0.516347 * tfactors.T9 + -0.0189198 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.31041 * tfactors.T923i
                                   + 0.516347 + (5.0/3.0) * -0.0189198 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -42728,8 +48885,8 @@ void rate_n_Ti45_to_He4_Ca42_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ti45_to_n_Cr48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ti45_to_n_Cr48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti45 + He4 --> n + Cr48
 
@@ -42744,9 +48901,13 @@ void rate_He4_Ti45_to_n_Cr48_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -30.7717 + -21.2706 * tfactors.T9i + 29.3634 * tfactors.T913
                          + -2.63599 * tfactors.T9 + 0.159116 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  21.2706 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 29.3634 * tfactors.T923i
                                   + -2.63599 + (5.0/3.0) * 0.159116 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -42760,8 +48921,8 @@ void rate_He4_Ti45_to_n_Cr48_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ti45_to_p_V48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ti45_to_p_V48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti45 + He4 --> p + V48
 
@@ -42776,9 +48937,13 @@ void rate_He4_Ti45_to_p_V48_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  54.1979 + -81.7175 * tfactors.T913i + 5.07471 * tfactors.T913
                          + -2.34907 * tfactors.T9 + 0.226169 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -81.7175 * tfactors.T943i + (1.0/3.0) * 5.07471 * tfactors.T923i
                                   + -2.34907 + (5.0/3.0) * 0.226169 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -42792,8 +48957,8 @@ void rate_He4_Ti45_to_p_V48_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ti46_to_p_Sc46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ti46_to_p_Sc46_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti46 + n --> p + Sc46
 
@@ -42808,9 +48973,13 @@ void rate_n_Ti46_to_p_Sc46_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  122.341 + -23.7666 * tfactors.T9i + 200.092 * tfactors.T913i + -329.451 * tfactors.T913
                          + 18.1752 * tfactors.T9 + -1.01788 * tfactors.T953 + 164.827 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  23.7666 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 200.092 * tfactors.T943i + (1.0/3.0) * -329.451 * tfactors.T923i
                                   + 18.1752 + (5.0/3.0) * -1.01788 * tfactors.T923 + 164.827 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -42824,8 +48993,8 @@ void rate_n_Ti46_to_p_Sc46_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ti46_to_He4_Ca43_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ti46_to_He4_Ca43_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti46 + n --> He4 + Ca43
 
@@ -42840,9 +49009,13 @@ void rate_n_Ti46_to_He4_Ca43_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  56.8289 + -0.793539 * tfactors.T9i + -76.5897 * tfactors.T913i + 3.69244 * tfactors.T913
                          + -1.90131 * tfactors.T9 + 0.171994 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.793539 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -76.5897 * tfactors.T943i + (1.0/3.0) * 3.69244 * tfactors.T923i
                                   + -1.90131 + (5.0/3.0) * 0.171994 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -42856,8 +49029,8 @@ void rate_n_Ti46_to_He4_Ca43_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ti46_to_n_V46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ti46_to_n_V46_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti46 + p --> n + V46
 
@@ -42872,9 +49045,13 @@ void rate_p_Ti46_to_n_V46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  21.15 + -90.8951 * tfactors.T9i + -0.663329 * tfactors.T913
                          + 0.174849 * tfactors.T9 + -0.0157869 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  90.8951 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.663329 * tfactors.T923i
                                   + 0.174849 + (5.0/3.0) * -0.0157869 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -42888,8 +49065,8 @@ void rate_p_Ti46_to_n_V46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ti46_to_He4_Sc43_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ti46_to_He4_Sc43_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti46 + p --> He4 + Sc43
 
@@ -42904,9 +49081,13 @@ void rate_p_Ti46_to_He4_Sc43_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  60.7369 + -35.6425 * tfactors.T9i + -79.122 * tfactors.T913i + -0.495539 * tfactors.T913
                          + -0.618414 * tfactors.T9 + 0.0175873 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  35.6425 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -79.122 * tfactors.T943i + (1.0/3.0) * -0.495539 * tfactors.T923i
                                   + -0.618414 + (5.0/3.0) * 0.0175873 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -42920,8 +49101,8 @@ void rate_p_Ti46_to_He4_Sc43_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ti46_to_n_Cr49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ti46_to_n_Cr49_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti46 + He4 --> n + Cr49
 
@@ -42936,9 +49117,13 @@ void rate_He4_Ti46_to_n_Cr49_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  13.9788 + -51.5163 * tfactors.T9i + -2.81456 * tfactors.T913
                          + 1.61029 * tfactors.T9 + -0.138467 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  51.5163 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -2.81456 * tfactors.T923i
                                   + 1.61029 + (5.0/3.0) * -0.138467 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -42952,8 +49137,8 @@ void rate_He4_Ti46_to_n_Cr49_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ti46_to_p_V49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ti46_to_p_V49_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti46 + He4 --> p + V49
 
@@ -42968,9 +49153,13 @@ void rate_He4_Ti46_to_p_V49_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -19.3117 + -11.9588 * tfactors.T9i + -34.217 * tfactors.T913i + 47.2584 * tfactors.T913
                          + -9.18871 * tfactors.T9 + 0.87823 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  11.9588 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -34.217 * tfactors.T943i + (1.0/3.0) * 47.2584 * tfactors.T923i
                                   + -9.18871 + (5.0/3.0) * 0.87823 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -42984,8 +49173,8 @@ void rate_He4_Ti46_to_p_V49_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ti47_to_p_Sc47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ti47_to_p_Sc47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti47 + n --> p + Sc47
 
@@ -43000,9 +49189,13 @@ void rate_n_Ti47_to_p_Sc47_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -22.6984 + 30.6942 * tfactors.T913
                          + -3.81514 * tfactors.T9 + 0.263484 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 30.6942 * tfactors.T923i
                                   + -3.81514 + (5.0/3.0) * 0.263484 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -43016,8 +49209,8 @@ void rate_n_Ti47_to_p_Sc47_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ti47_to_He4_Ca44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ti47_to_He4_Ca44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti47 + n --> He4 + Ca44
 
@@ -43032,9 +49225,13 @@ void rate_n_Ti47_to_He4_Ca44_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -3.94695 + 4.6504 * tfactors.T913
                          + 2.25932 * tfactors.T9 + -0.286843 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 4.6504 * tfactors.T923i
                                   + 2.25932 + (5.0/3.0) * -0.286843 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -43048,8 +49245,8 @@ void rate_n_Ti47_to_He4_Ca44_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ti47_to_n_V47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ti47_to_n_V47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti47 + p --> n + V47
 
@@ -43064,9 +49261,13 @@ void rate_p_Ti47_to_n_V47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  19.9856 + -43.0839 * tfactors.T9i + -0.897943 * tfactors.T913
                          + 0.233018 * tfactors.T9 + -0.0170844 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  43.0839 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.897943 * tfactors.T923i
                                   + 0.233018 + (5.0/3.0) * -0.0170844 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -43080,8 +49281,8 @@ void rate_p_Ti47_to_n_V47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ti47_to_He4_Sc44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ti47_to_He4_Sc44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti47 + p --> He4 + Sc44
 
@@ -43096,9 +49297,13 @@ void rate_p_Ti47_to_He4_Sc44_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  60.6335 + -26.1362 * tfactors.T9i + -79.1731 * tfactors.T913i + -3.93328 * tfactors.T913
                          + 0.112908 * tfactors.T9 + -0.0385366 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  26.1362 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -79.1731 * tfactors.T943i + (1.0/3.0) * -3.93328 * tfactors.T923i
                                   + 0.112908 + (5.0/3.0) * -0.0385366 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -43112,8 +49317,8 @@ void rate_p_Ti47_to_He4_Sc44_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ti47_to_n_Cr50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ti47_to_n_Cr50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti47 + He4 --> n + Cr50
 
@@ -43128,9 +49333,13 @@ void rate_He4_Ti47_to_n_Cr50_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -111.793 + -3.70527 * tfactors.T9i + 104.649 * tfactors.T913
                          + -15.3856 * tfactors.T9 + 1.13897 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.70527 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 104.649 * tfactors.T923i
                                   + -15.3856 + (5.0/3.0) * 1.13897 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -43144,8 +49353,8 @@ void rate_He4_Ti47_to_n_Cr50_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ti47_to_p_V50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ti47_to_p_V50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti47 + He4 --> p + V50
 
@@ -43160,9 +49369,13 @@ void rate_He4_Ti47_to_p_V50_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -51.1413 + -6.67137 * tfactors.T9i + -34.2216 * tfactors.T913i + 78.8919 * tfactors.T913
                          + -16.0561 * tfactors.T9 + 1.55251 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.67137 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -34.2216 * tfactors.T943i + (1.0/3.0) * 78.8919 * tfactors.T923i
                                   + -16.0561 + (5.0/3.0) * 1.55251 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -43176,8 +49389,8 @@ void rate_He4_Ti47_to_p_V50_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ti48_to_p_Sc48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ti48_to_p_Sc48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti48 + n --> p + Sc48
 
@@ -43192,9 +49405,13 @@ void rate_n_Ti48_to_p_Sc48_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  121.456 + -42.7176 * tfactors.T9i + 201.123 * tfactors.T913i + -329.189 * tfactors.T913
                          + 18.2769 * tfactors.T9 + -1.03382 * tfactors.T953 + 164.945 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  42.7176 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 201.123 * tfactors.T943i + (1.0/3.0) * -329.189 * tfactors.T923i
                                   + 18.2769 + (5.0/3.0) * -1.03382 * tfactors.T923 + 164.945 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -43208,8 +49425,8 @@ void rate_n_Ti48_to_p_Sc48_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ti48_to_He4_Ca45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ti48_to_He4_Ca45_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti48 + n --> He4 + Ca45
 
@@ -43224,9 +49441,13 @@ void rate_n_Ti48_to_He4_Ca45_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  60.4957 + -23.5499 * tfactors.T9i + -76.6866 * tfactors.T913i + -0.885239 * tfactors.T913
                          + -0.554755 * tfactors.T9 + 0.0189393 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  23.5499 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -76.6866 * tfactors.T943i + (1.0/3.0) * -0.885239 * tfactors.T923i
                                   + -0.554755 + (5.0/3.0) * 0.0189393 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -43240,8 +49461,8 @@ void rate_n_Ti48_to_He4_Ca45_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ti48_to_n_V48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ti48_to_n_V48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti48 + p --> n + V48
 
@@ -43256,9 +49477,13 @@ void rate_p_Ti48_to_n_V48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  21.7458 + -55.64 * tfactors.T9i + -0.307045 * tfactors.T913
                          + 0.0615476 * tfactors.T9 + -0.00172407 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  55.64 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.307045 * tfactors.T923i
                                   + 0.0615476 + (5.0/3.0) * -0.00172407 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -43272,8 +49497,8 @@ void rate_p_Ti48_to_n_V48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ti48_to_He4_Sc45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ti48_to_He4_Sc45_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti48 + p --> He4 + Sc45
 
@@ -43288,9 +49513,13 @@ void rate_p_Ti48_to_He4_Sc45_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  60.5759 + -29.6597 * tfactors.T9i + -79.222 * tfactors.T913i + 0.0710184 * tfactors.T913
                          + -1.47173 * tfactors.T9 + 0.15944 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  29.6597 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -79.222 * tfactors.T943i + (1.0/3.0) * 0.0710184 * tfactors.T923i
                                   + -1.47173 + (5.0/3.0) * 0.15944 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -43304,8 +49533,8 @@ void rate_p_Ti48_to_He4_Sc45_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ti48_to_n_Cr51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ti48_to_n_Cr51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti48 + He4 --> n + Cr51
 
@@ -43320,9 +49549,13 @@ void rate_He4_Ti48_to_n_Cr51_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  0.479256 + -31.1618 * tfactors.T9i + 1.94389 * tfactors.T913
                          + 2.5871 * tfactors.T9 + -0.307303 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  31.1618 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 1.94389 * tfactors.T923i
                                   + 2.5871 + (5.0/3.0) * -0.307303 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -43336,8 +49569,8 @@ void rate_He4_Ti48_to_n_Cr51_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ti48_to_p_V51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ti48_to_p_V51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti48 + He4 --> p + V51
 
@@ -43352,9 +49585,13 @@ void rate_He4_Ti48_to_p_V51_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -12.9707 + -13.3498 * tfactors.T9i + -34.2261 * tfactors.T913i + 38.6574 * tfactors.T913
                          + -7.18743 * tfactors.T9 + 0.692255 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  13.3498 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -34.2261 * tfactors.T943i + (1.0/3.0) * 38.6574 * tfactors.T923i
                                   + -7.18743 + (5.0/3.0) * 0.692255 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -43368,8 +49605,8 @@ void rate_He4_Ti48_to_p_V51_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ti49_to_p_Sc49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ti49_to_p_Sc49_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti49 + n --> p + Sc49
 
@@ -43384,9 +49621,13 @@ void rate_n_Ti49_to_p_Sc49_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  120.282 + -19.7252 * tfactors.T9i + 204.555 * tfactors.T913i + -334.141 * tfactors.T913
                          + 18.5078 * tfactors.T9 + -1.04158 * tfactors.T953 + 167.483 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  19.7252 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 204.555 * tfactors.T943i + (1.0/3.0) * -334.141 * tfactors.T923i
                                   + 18.5078 + (5.0/3.0) * -1.04158 * tfactors.T923 + 167.483 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -43400,8 +49641,8 @@ void rate_n_Ti49_to_p_Sc49_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ti49_to_He4_Ca46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ti49_to_He4_Ca46_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti49 + n --> He4 + Ca46
 
@@ -43416,9 +49657,13 @@ void rate_n_Ti49_to_He4_Ca46_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -106.775 + 100.098 * tfactors.T913
                          + -14.6121 * tfactors.T9 + 1.09235 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 100.098 * tfactors.T923i
                                   + -14.6121 + (5.0/3.0) * 1.09235 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -43432,8 +49677,8 @@ void rate_n_Ti49_to_He4_Ca46_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ti49_to_n_V49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ti49_to_n_V49_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti49 + p --> n + V49
 
@@ -43448,9 +49693,13 @@ void rate_p_Ti49_to_n_V49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  15.9391 + -16.0629 * tfactors.T9i + -2.17107 * tfactors.T913
                          + 1.10014 * tfactors.T9 + -0.0944408 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  16.0629 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -2.17107 * tfactors.T923i
                                   + 1.10014 + (5.0/3.0) * -0.0944408 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -43464,8 +49713,8 @@ void rate_p_Ti49_to_n_V49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ti49_to_He4_Sc46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ti49_to_He4_Sc46_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti49 + p --> He4 + Sc46
 
@@ -43480,9 +49729,13 @@ void rate_p_Ti49_to_He4_Sc46_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -937.032 + -7.73881 * tfactors.T9i + -1603.15 * tfactors.T913i + 2650.58 * tfactors.T913
                          + -159.776 * tfactors.T9 + 9.24163 * tfactors.T953 + -1237.15 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  7.73881 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -1603.15 * tfactors.T943i + (1.0/3.0) * 2650.58 * tfactors.T923i
                                   + -159.776 + (5.0/3.0) * 9.24163 * tfactors.T923 + -1237.15 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -43496,8 +49749,8 @@ void rate_p_Ti49_to_He4_Sc46_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ti49_to_n_Cr52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ti49_to_n_Cr52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti49 + He4 --> n + Cr52
 
@@ -43512,9 +49765,13 @@ void rate_He4_Ti49_to_n_Cr52_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  58.814 + -81.8999 * tfactors.T913i + -0.331496 * tfactors.T913
                          + -0.758416 * tfactors.T9 + 0.0413394 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -81.8999 * tfactors.T943i + (1.0/3.0) * -0.331496 * tfactors.T923i
                                   + -0.758416 + (5.0/3.0) * 0.0413394 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -43528,8 +49785,8 @@ void rate_He4_Ti49_to_n_Cr52_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ti49_to_p_V52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ti49_to_p_V52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti49 + He4 --> p + V52
 
@@ -43544,9 +49801,13 @@ void rate_He4_Ti49_to_p_V52_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  59.4896 + -28.9283 * tfactors.T9i + 209.633 * tfactors.T913i + -291.46 * tfactors.T913
                          + 13.4258 * tfactors.T9 + -0.668366 * tfactors.T953 + 164.685 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  28.9283 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 209.633 * tfactors.T943i + (1.0/3.0) * -291.46 * tfactors.T923i
                                   + 13.4258 + (5.0/3.0) * -0.668366 * tfactors.T923 + 164.685 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -43560,8 +49821,8 @@ void rate_He4_Ti49_to_p_V52_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ti50_to_He4_Ca47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ti50_to_He4_Ca47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti50 + n --> He4 + Ca47
 
@@ -43576,9 +49837,13 @@ void rate_n_Ti50_to_He4_Ca47_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  60.7989 + -39.9212 * tfactors.T9i + -76.7758 * tfactors.T913i + -0.981924 * tfactors.T913
                          + -0.52791 * tfactors.T9 + 0.0150723 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  39.9212 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -76.7758 * tfactors.T943i + (1.0/3.0) * -0.981924 * tfactors.T923i
                                   + -0.52791 + (5.0/3.0) * 0.0150723 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -43592,8 +49857,8 @@ void rate_n_Ti50_to_He4_Ca47_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ti50_to_n_V50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ti50_to_n_V50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti50 + p --> n + V50
 
@@ -43608,9 +49873,13 @@ void rate_p_Ti50_to_n_V50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  4.70506 + -34.668 * tfactors.T9i + 13.156 * tfactors.T913
                          + -2.27428 * tfactors.T9 + 0.204692 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  34.668 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 13.156 * tfactors.T923i
                                   + -2.27428 + (5.0/3.0) * 0.204692 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -43624,8 +49893,8 @@ void rate_p_Ti50_to_n_V50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ti50_to_He4_Sc47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ti50_to_He4_Sc47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti50 + p --> He4 + Sc47
 
@@ -43640,9 +49909,13 @@ void rate_p_Ti50_to_He4_Sc47_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -977.055 + -10.952 * tfactors.T9i + -1637.36 * tfactors.T913i + 2730.59 * tfactors.T913
                          + -164.393 * tfactors.T9 + 9.47988 * tfactors.T953 + -1271.98 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.952 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -1637.36 * tfactors.T943i + (1.0/3.0) * 2730.59 * tfactors.T923i
                                   + -164.393 + (5.0/3.0) * 9.47988 * tfactors.T923 + -1271.98 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -43656,8 +49929,8 @@ void rate_p_Ti50_to_He4_Sc47_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ti50_to_n_Cr53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ti50_to_n_Cr53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti50 + He4 --> n + Cr53
 
@@ -43672,9 +49945,13 @@ void rate_He4_Ti50_to_n_Cr53_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -23.5021 + -20.7527 * tfactors.T9i + 21.17 * tfactors.T913
                          + -0.195248 * tfactors.T9 + -0.121068 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  20.7527 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 21.17 * tfactors.T923i
                                   + -0.195248 + (5.0/3.0) * -0.121068 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -43688,8 +49965,8 @@ void rate_He4_Ti50_to_n_Cr53_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ti51_to_He4_Ca48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ti51_to_He4_Ca48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti51 + n --> He4 + Ca48
 
@@ -43704,9 +49981,13 @@ void rate_n_Ti51_to_He4_Ca48_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  72.4516 + -12.4162 * tfactors.T9i + 343.859 * tfactors.T913i + -441.137 * tfactors.T913
                          + 18.781 * tfactors.T9 + -0.911515 * tfactors.T953 + 254.789 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.4162 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 343.859 * tfactors.T943i + (1.0/3.0) * -441.137 * tfactors.T923i
                                   + 18.781 + (5.0/3.0) * -0.911515 * tfactors.T923 + 254.789 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -43720,8 +50001,8 @@ void rate_n_Ti51_to_He4_Ca48_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ti51_to_n_V51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ti51_to_n_V51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti51 + p --> n + V51
 
@@ -43736,9 +50017,13 @@ void rate_p_Ti51_to_n_V51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  121.807 + -5.7807 * tfactors.T9i + 213.317 * tfactors.T913i + -345.382 * tfactors.T913
                          + 19.0423 * tfactors.T9 + -1.06972 * tfactors.T953 + 173.788 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.7807 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 213.317 * tfactors.T943i + (1.0/3.0) * -345.382 * tfactors.T923i
                                   + 19.0423 + (5.0/3.0) * -1.06972 * tfactors.T923 + 173.788 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -43752,8 +50037,8 @@ void rate_p_Ti51_to_n_V51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ti51_to_He4_Sc48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ti51_to_He4_Sc48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti51 + p --> He4 + Sc48
 
@@ -43768,9 +50053,13 @@ void rate_p_Ti51_to_He4_Sc48_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -843.625 + 12.9889 * tfactors.T9i + -1740.8 * tfactors.T913i + 2683.45 * tfactors.T913
                          + -154.78 * tfactors.T9 + 8.68561 * tfactors.T953 + -1291.82 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -12.9889 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -1740.8 * tfactors.T943i + (1.0/3.0) * 2683.45 * tfactors.T923i
                                   + -154.78 + (5.0/3.0) * 8.68561 * tfactors.T923 + -1291.82 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -43784,8 +50073,8 @@ void rate_p_Ti51_to_He4_Sc48_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ti51_to_n_Cr54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ti51_to_n_Cr54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ti51 + He4 --> n + Cr54
 
@@ -43800,9 +50089,13 @@ void rate_He4_Ti51_to_n_Cr54_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -987.778 + 15.8616 * tfactors.T9i + -1722.81 * tfactors.T913i + 2829.38 * tfactors.T913
                          + -169.068 * tfactors.T9 + 9.70315 * tfactors.T953 + -1326.98 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -15.8616 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -1722.81 * tfactors.T943i + (1.0/3.0) * 2829.38 * tfactors.T923i
                                   + -169.068 + (5.0/3.0) * 9.70315 * tfactors.T923 + -1326.98 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -43816,8 +50109,8 @@ void rate_He4_Ti51_to_n_Cr54_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_V46_to_p_Ti46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_V46_to_p_Ti46_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V46 + n --> p + Ti46
 
@@ -43832,9 +50125,13 @@ void rate_n_V46_to_p_Ti46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  21.15 + -0.663329 * tfactors.T913
                          + 0.174849 * tfactors.T9 + -0.0157869 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.663329 * tfactors.T923i
                                   + 0.174849 + (5.0/3.0) * -0.0157869 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -43848,8 +50145,8 @@ void rate_n_V46_to_p_Ti46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_V46_to_He4_Sc43_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_V46_to_He4_Sc43_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V46 + n --> He4 + Sc43
 
@@ -43864,9 +50161,13 @@ void rate_n_V46_to_He4_Sc43_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  7.52435 + 6.99126 * tfactors.T913
                          + -0.552826 * tfactors.T9 + 0.0272052 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 6.99126 * tfactors.T923i
                                   + -0.552826 + (5.0/3.0) * 0.0272052 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -43880,8 +50181,8 @@ void rate_n_V46_to_He4_Sc43_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_V46_to_p_Cr49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_V46_to_p_Cr49_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V46 + He4 --> p + Cr49
 
@@ -43896,9 +50197,13 @@ void rate_He4_V46_to_p_Cr49_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  59.798 + -84.2255 * tfactors.T913i + -1.09776 * tfactors.T913
                          + -0.495216 * tfactors.T9 + 0.0124719 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -84.2255 * tfactors.T943i + (1.0/3.0) * -1.09776 * tfactors.T923i
                                   + -0.495216 + (5.0/3.0) * 0.0124719 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -43912,8 +50217,8 @@ void rate_He4_V46_to_p_Cr49_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_V47_to_p_Ti47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_V47_to_p_Ti47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V47 + n --> p + Ti47
 
@@ -43928,9 +50233,13 @@ void rate_n_V47_to_p_Ti47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  20.3911 + -0.897943 * tfactors.T913
                          + 0.233018 * tfactors.T9 + -0.0170844 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.897943 * tfactors.T923i
                                   + 0.233018 + (5.0/3.0) * -0.0170844 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -43944,8 +50253,8 @@ void rate_n_V47_to_p_Ti47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_V47_to_He4_Sc44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_V47_to_He4_Sc44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V47 + n --> He4 + Sc44
 
@@ -43960,9 +50269,13 @@ void rate_n_V47_to_He4_Sc44_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -34.4416 + 31.743 * tfactors.T913
                          + -1.66241 * tfactors.T9 + -0.0278854 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 31.743 * tfactors.T923i
                                   + -1.66241 + (5.0/3.0) * -0.0278854 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -43976,8 +50289,8 @@ void rate_n_V47_to_He4_Sc44_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_V47_to_He4_Ti44_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_V47_to_He4_Ti44_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V47 + p --> He4 + Ti44
 
@@ -43992,9 +50305,13 @@ void rate_p_V47_to_He4_Ti44_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -76.6143 + -6.02945 * tfactors.T9i + 70.2835 * tfactors.T913
                          + -7.99061 * tfactors.T9 + 0.486213 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.02945 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 70.2835 * tfactors.T923i
                                   + -7.99061 + (5.0/3.0) * 0.486213 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -44008,8 +50325,8 @@ void rate_p_V47_to_He4_Ti44_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_V47_to_n_Mn50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_V47_to_n_Mn50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V47 + He4 --> n + Mn50
 
@@ -44024,9 +50341,13 @@ void rate_He4_V47_to_n_Mn50_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  10.0783 + -58.2736 * tfactors.T9i + 0.0723126 * tfactors.T913
                          + 0.772457 * tfactors.T9 + -0.0591176 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  58.2736 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 0.0723126 * tfactors.T923i
                                   + 0.772457 + (5.0/3.0) * -0.0591176 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -44040,8 +50361,8 @@ void rate_He4_V47_to_n_Mn50_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_V47_to_p_Cr50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_V47_to_p_Cr50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V47 + He4 --> p + Cr50
 
@@ -44056,9 +50377,13 @@ void rate_He4_V47_to_p_Cr50_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  59.9106 + -84.2732 * tfactors.T913i + -1.10027 * tfactors.T913
                          + -0.487084 * tfactors.T9 + 0.00453269 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -84.2732 * tfactors.T943i + (1.0/3.0) * -1.10027 * tfactors.T923i
                                   + -0.487084 + (5.0/3.0) * 0.00453269 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -44072,8 +50397,8 @@ void rate_He4_V47_to_p_Cr50_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_V48_to_p_Ti48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_V48_to_p_Ti48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V48 + n --> p + Ti48
 
@@ -44088,9 +50413,13 @@ void rate_n_V48_to_p_Ti48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  19.5486 + -0.307045 * tfactors.T913
                          + 0.0615476 * tfactors.T9 + -0.00172407 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.307045 * tfactors.T923i
                                   + 0.0615476 + (5.0/3.0) * -0.00172407 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -44104,8 +50433,8 @@ void rate_n_V48_to_p_Ti48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_V48_to_He4_Sc45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_V48_to_He4_Sc45_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V48 + n --> He4 + Sc45
 
@@ -44120,9 +50449,13 @@ void rate_n_V48_to_He4_Sc45_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -5.87552 + 8.18067 * tfactors.T913
                          + 1.50465 * tfactors.T9 + -0.224564 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 8.18067 * tfactors.T923i
                                   + 1.50465 + (5.0/3.0) * -0.224564 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -44136,8 +50469,8 @@ void rate_n_V48_to_He4_Sc45_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_V48_to_n_Cr48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_V48_to_n_Cr48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V48 + p --> n + Cr48
 
@@ -44152,9 +50485,13 @@ void rate_p_V48_to_n_Cr48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  14.7028 + -28.2982 * tfactors.T9i + 0.783544 * tfactors.T913
                          + 0.521131 * tfactors.T9 + -0.0677724 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  28.2982 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 0.783544 * tfactors.T923i
                                   + 0.521131 + (5.0/3.0) * -0.0677724 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -44168,8 +50505,8 @@ void rate_p_V48_to_n_Cr48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_V48_to_He4_Ti45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_V48_to_He4_Ti45_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V48 + p --> He4 + Ti45
 
@@ -44184,9 +50521,13 @@ void rate_p_V48_to_He4_Ti45_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  55.3696 + -7.0276 * tfactors.T9i + -81.7175 * tfactors.T913i + 5.07471 * tfactors.T913
                          + -2.34907 * tfactors.T9 + 0.226169 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  7.0276 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -81.7175 * tfactors.T943i + (1.0/3.0) * 5.07471 * tfactors.T923i
                                   + -2.34907 + (5.0/3.0) * 0.226169 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -44200,8 +50541,8 @@ void rate_p_V48_to_He4_Ti45_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_V48_to_n_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_V48_to_n_Mn51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V48 + He4 --> n + Mn51
 
@@ -44216,9 +50557,13 @@ void rate_He4_V48_to_n_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -25.5516 + -21.8217 * tfactors.T9i + 20.8632 * tfactors.T913
                          + 0.466645 * tfactors.T9 + -0.196969 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  21.8217 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 20.8632 * tfactors.T923i
                                   + 0.466645 + (5.0/3.0) * -0.196969 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -44232,8 +50577,8 @@ void rate_He4_V48_to_n_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_V48_to_p_Cr51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_V48_to_p_Cr51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V48 + He4 --> p + Cr51
 
@@ -44248,9 +50593,13 @@ void rate_He4_V48_to_p_Cr51_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  60.9483 + -84.3192 * tfactors.T913i + -1.84683 * tfactors.T913
                          + -0.459124 * tfactors.T9 + 0.00700566 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -84.3192 * tfactors.T943i + (1.0/3.0) * -1.84683 * tfactors.T923i
                                   + -0.459124 + (5.0/3.0) * 0.00700566 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -44264,8 +50613,8 @@ void rate_He4_V48_to_p_Cr51_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_V49_to_p_Ti49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_V49_to_p_Ti49_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V49 + n --> p + Ti49
 
@@ -44280,9 +50629,13 @@ void rate_n_V49_to_p_Ti49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  15.9391 + -2.17107 * tfactors.T913
                          + 1.10014 * tfactors.T9 + -0.0944408 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -2.17107 * tfactors.T923i
                                   + 1.10014 + (5.0/3.0) * -0.0944408 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -44296,8 +50649,8 @@ void rate_n_V49_to_p_Ti49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_V49_to_He4_Sc46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_V49_to_He4_Sc46_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V49 + n --> He4 + Sc46
 
@@ -44312,9 +50665,13 @@ void rate_n_V49_to_He4_Sc46_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -906.502 + 8.26422 * tfactors.T9i + -1592.71 * tfactors.T913i + 2609.63 * tfactors.T913
                          + -155.96 * tfactors.T9 + 8.94971 * tfactors.T953 + -1223.97 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -8.26422 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -1592.71 * tfactors.T943i + (1.0/3.0) * 2609.63 * tfactors.T923i
                                   + -155.96 + (5.0/3.0) * 8.94971 * tfactors.T923 + -1223.97 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -44328,8 +50685,8 @@ void rate_n_V49_to_He4_Sc46_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_V49_to_n_Cr49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_V49_to_n_Cr49_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V49 + p --> n + Cr49
 
@@ -44344,9 +50701,13 @@ void rate_p_V49_to_n_Cr49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  20.8188 + -39.5575 * tfactors.T9i + -1.62261 * tfactors.T913
                          + 0.507111 * tfactors.T9 + -0.0492268 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  39.5575 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.62261 * tfactors.T923i
                                   + 0.507111 + (5.0/3.0) * -0.0492268 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -44360,8 +50721,8 @@ void rate_p_V49_to_n_Cr49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_V49_to_He4_Ti46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_V49_to_He4_Ti46_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V49 + p --> He4 + Ti46
 
@@ -44376,9 +50737,13 @@ void rate_p_V49_to_He4_Ti46_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -20.0996 + -34.217 * tfactors.T913i + 47.2584 * tfactors.T913
                          + -9.18871 * tfactors.T9 + 0.87823 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -34.217 * tfactors.T943i + (1.0/3.0) * 47.2584 * tfactors.T923i
                                   + -9.18871 + (5.0/3.0) * 0.87823 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -44392,8 +50757,8 @@ void rate_p_V49_to_He4_Ti46_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_V49_to_n_Mn52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_V49_to_n_Mn52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V49 + He4 --> n + Mn52
 
@@ -44408,9 +50773,13 @@ void rate_He4_V49_to_n_Mn52_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -3.10657 + -33.6287 * tfactors.T9i + 5.72895 * tfactors.T913
                          + 1.74506 * tfactors.T9 + -0.232362 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  33.6287 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 5.72895 * tfactors.T923i
                                   + 1.74506 + (5.0/3.0) * -0.232362 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -44424,8 +50793,8 @@ void rate_He4_V49_to_n_Mn52_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_V49_to_p_Cr52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_V49_to_p_Cr52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V49 + He4 --> p + Cr52
 
@@ -44440,9 +50809,13 @@ void rate_He4_V49_to_p_Cr52_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  57.428 + -84.3633 * tfactors.T913i + 2.73419 * tfactors.T913
                          + -2.05655 * tfactors.T9 + 0.203834 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -84.3633 * tfactors.T943i + (1.0/3.0) * 2.73419 * tfactors.T923i
                                   + -2.05655 + (5.0/3.0) * 0.203834 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -44456,8 +50829,8 @@ void rate_He4_V49_to_p_Cr52_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_V50_to_p_Ti50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_V50_to_p_Ti50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V50 + n --> p + Ti50
 
@@ -44472,9 +50845,13 @@ void rate_n_V50_to_p_Ti50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  2.14011 + 13.156 * tfactors.T913
                          + -2.27428 * tfactors.T9 + 0.204692 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 13.156 * tfactors.T923i
                                   + -2.27428 + (5.0/3.0) * 0.204692 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -44488,8 +50865,8 @@ void rate_n_V50_to_p_Ti50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_V50_to_He4_Sc47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_V50_to_He4_Sc47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V50 + n --> He4 + Sc47
 
@@ -44504,9 +50881,13 @@ void rate_n_V50_to_He4_Sc47_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -71.6649 + 66.0687 * tfactors.T913
                          + -8.06344 * tfactors.T9 + 0.527546 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 66.0687 * tfactors.T923i
                                   + -8.06344 + (5.0/3.0) * 0.527546 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -44520,8 +50901,8 @@ void rate_n_V50_to_He4_Sc47_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_V50_to_n_Cr50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_V50_to_n_Cr50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V50 + p --> n + Cr50
 
@@ -44536,9 +50917,13 @@ void rate_p_V50_to_n_Cr50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  17.9003 + -34.2216 * tfactors.T913i + 18.9337 * tfactors.T913
                          + -4.3348 * tfactors.T9 + 0.409807 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -34.2216 * tfactors.T943i + (1.0/3.0) * 18.9337 * tfactors.T923i
                                   + -4.3348 + (5.0/3.0) * 0.409807 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -44552,8 +50937,8 @@ void rate_p_V50_to_n_Cr50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_V50_to_He4_Ti47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_V50_to_He4_Ti47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V50 + p --> He4 + Ti47
 
@@ -44568,9 +50953,13 @@ void rate_p_V50_to_He4_Ti47_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -50.621 + -34.2216 * tfactors.T913i + 78.8919 * tfactors.T913
                          + -16.0561 * tfactors.T9 + 1.55251 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -34.2216 * tfactors.T943i + (1.0/3.0) * 78.8919 * tfactors.T923i
                                   + -16.0561 + (5.0/3.0) * 1.55251 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -44584,8 +50973,8 @@ void rate_p_V50_to_He4_Ti47_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_V50_to_n_Mn53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_V50_to_n_Mn53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V50 + He4 --> n + Mn53
 
@@ -44600,9 +50989,13 @@ void rate_He4_V50_to_n_Mn53_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -124.679 + -2.0894 * tfactors.T9i + 115.52 * tfactors.T913
                          + -16.7944 * tfactors.T9 + 1.23427 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.0894 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 115.52 * tfactors.T923i
                                   + -16.7944 + (5.0/3.0) * 1.23427 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -44616,8 +51009,8 @@ void rate_He4_V50_to_n_Mn53_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_V50_to_p_Cr53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_V50_to_p_Cr53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V50 + He4 --> p + Cr53
 
@@ -44632,9 +51025,13 @@ void rate_He4_V50_to_p_Cr53_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  43.0514 + -84.4058 * tfactors.T913i + 13.5454 * tfactors.T913
                          + -3.26175 * tfactors.T9 + 0.249401 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -84.4058 * tfactors.T943i + (1.0/3.0) * 13.5454 * tfactors.T923i
                                   + -3.26175 + (5.0/3.0) * 0.249401 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -44648,8 +51045,8 @@ void rate_He4_V50_to_p_Cr53_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_V51_to_p_Ti51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_V51_to_p_Ti51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V51 + n --> p + Ti51
 
@@ -44664,9 +51061,13 @@ void rate_n_V51_to_p_Ti51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  121.114 + -25.3807 * tfactors.T9i + 213.317 * tfactors.T913i + -345.382 * tfactors.T913
                          + 19.0423 * tfactors.T9 + -1.06972 * tfactors.T953 + 173.788 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  25.3807 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 213.317 * tfactors.T943i + (1.0/3.0) * -345.382 * tfactors.T923i
                                   + 19.0423 + (5.0/3.0) * -1.06972 * tfactors.T923 + 173.788 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -44680,8 +51081,8 @@ void rate_n_V51_to_p_Ti51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_V51_to_He4_Sc48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_V51_to_He4_Sc48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V51 + n --> He4 + Sc48
 
@@ -44696,9 +51097,13 @@ void rate_n_V51_to_He4_Sc48_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -923.883 + -8.95576 * tfactors.T9i + -1621.99 * tfactors.T913i + 2659.5 * tfactors.T913
                          + -158.959 * tfactors.T9 + 9.12514 * tfactors.T953 + -1247.44 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  8.95576 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -1621.99 * tfactors.T943i + (1.0/3.0) * 2659.5 * tfactors.T923i
                                   + -158.959 + (5.0/3.0) * 9.12514 * tfactors.T923 + -1247.44 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -44712,8 +51117,8 @@ void rate_n_V51_to_He4_Sc48_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_V51_to_n_Cr51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_V51_to_n_Cr51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V51 + p --> n + Cr51
 
@@ -44728,9 +51133,13 @@ void rate_p_V51_to_n_Cr51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  15.1388 + -17.812 * tfactors.T9i + -0.462299 * tfactors.T913
                          + 0.925265 * tfactors.T9 + -0.103818 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  17.812 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.462299 * tfactors.T923i
                                   + 0.925265 + (5.0/3.0) * -0.103818 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -44744,8 +51153,8 @@ void rate_p_V51_to_n_Cr51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_V51_to_He4_Ti48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_V51_to_He4_Ti48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V51 + p --> He4 + Ti48
 
@@ -44760,9 +51169,13 @@ void rate_p_V51_to_He4_Ti48_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -13.7548 + -34.2261 * tfactors.T913i + 38.6574 * tfactors.T913
                          + -7.18743 * tfactors.T9 + 0.692255 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -34.2261 * tfactors.T943i + (1.0/3.0) * 38.6574 * tfactors.T923i
                                   + -7.18743 + (5.0/3.0) * 0.692255 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -44776,8 +51189,8 @@ void rate_p_V51_to_He4_Ti48_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_V51_to_n_Mn54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_V51_to_n_Mn54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V51 + He4 --> n + Mn54
 
@@ -44792,9 +51205,13 @@ void rate_He4_V51_to_n_Mn54_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -8.83794 + -26.6023 * tfactors.T9i + 7.07865 * tfactors.T913
                          + 2.24997 * tfactors.T9 + -0.318964 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  26.6023 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 7.07865 * tfactors.T923i
                                   + 2.24997 + (5.0/3.0) * -0.318964 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -44808,8 +51225,8 @@ void rate_He4_V51_to_n_Mn54_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_V51_to_p_Cr54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_V51_to_p_Cr54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V51 + He4 --> p + Cr54
 
@@ -44824,9 +51241,13 @@ void rate_He4_V51_to_p_Cr54_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -98.078 + -1.54216 * tfactors.T9i + -35.2237 * tfactors.T913i + 131.726 * tfactors.T913
                          + -29.7395 * tfactors.T9 + 3.03809 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.54216 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -35.2237 * tfactors.T943i + (1.0/3.0) * 131.726 * tfactors.T923i
                                   + -29.7395 + (5.0/3.0) * 3.03809 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -44840,8 +51261,8 @@ void rate_He4_V51_to_p_Cr54_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_V52_to_He4_Sc49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_V52_to_He4_Sc49_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V52 + n --> He4 + Sc49
 
@@ -44856,9 +51277,13 @@ void rate_n_V52_to_He4_Sc49_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -13.0046 + -2.2017 * tfactors.T9i + 174.784 * tfactors.T913i + -175.991 * tfactors.T913
                          + 2.92402 * tfactors.T9 + 0.0459501 * tfactors.T953 + 127.478 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.2017 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 174.784 * tfactors.T943i + (1.0/3.0) * -175.991 * tfactors.T923i
                                   + 2.92402 + (5.0/3.0) * 0.0459501 * tfactors.T923 + 127.478 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -44872,8 +51297,8 @@ void rate_n_V52_to_He4_Sc49_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_V52_to_n_Cr52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_V52_to_n_Cr52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V52 + p --> n + Cr52
 
@@ -44888,9 +51313,13 @@ void rate_p_V52_to_n_Cr52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  130.283 + -6.04059 * tfactors.T9i + 225.572 * tfactors.T913i + -367.914 * tfactors.T913
                          + 20.4967 * tfactors.T9 + -1.16016 * tfactors.T953 + 184.15 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.04059 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 225.572 * tfactors.T943i + (1.0/3.0) * -367.914 * tfactors.T923i
                                   + 20.4967 + (5.0/3.0) * -1.16016 * tfactors.T923 + 184.15 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -44904,8 +51333,8 @@ void rate_p_V52_to_n_Cr52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_V52_to_He4_Ti49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_V52_to_He4_Ti49_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V52 + p --> He4 + Ti49
 
@@ -44920,9 +51349,13 @@ void rate_p_V52_to_He4_Ti49_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  60.9203 + -5.89339 * tfactors.T9i + 209.633 * tfactors.T913i + -291.46 * tfactors.T913
                          + 13.4258 * tfactors.T9 + -0.668366 * tfactors.T953 + 164.685 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.89339 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 209.633 * tfactors.T943i + (1.0/3.0) * -291.46 * tfactors.T923i
                                   + 13.4258 + (5.0/3.0) * -0.668366 * tfactors.T923 + 164.685 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -44936,8 +51369,8 @@ void rate_p_V52_to_He4_Ti49_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_V52_to_n_Mn55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_V52_to_n_Mn55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // V52 + He4 --> n + Mn55
 
@@ -44952,9 +51385,13 @@ void rate_He4_V52_to_n_Mn55_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -1026.77 + 16.489 * tfactors.T9i + -1790.25 * tfactors.T913i + 2939.64 * tfactors.T913
                          + -175.533 * tfactors.T9 + 10.0701 * tfactors.T953 + -1379.09 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -16.489 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -1790.25 * tfactors.T943i + (1.0/3.0) * 2939.64 * tfactors.T923i
                                   + -175.533 + (5.0/3.0) * 10.0701 * tfactors.T923 + -1379.09 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -44968,8 +51405,8 @@ void rate_He4_V52_to_n_Mn55_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cr48_to_p_V48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cr48_to_p_V48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr48 + n --> p + V48
 
@@ -44984,9 +51421,13 @@ void rate_n_Cr48_to_p_V48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  16.9 + 0.783544 * tfactors.T913
                          + 0.521131 * tfactors.T9 + -0.0677724 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 0.783544 * tfactors.T923i
                                   + 0.521131 + (5.0/3.0) * -0.0677724 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -45000,8 +51441,8 @@ void rate_n_Cr48_to_p_V48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cr48_to_He4_Ti45_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cr48_to_He4_Ti45_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr48 + n --> He4 + Ti45
 
@@ -45016,9 +51457,13 @@ void rate_n_Cr48_to_He4_Ti45_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -27.4028 + 29.3634 * tfactors.T913
                          + -2.63599 * tfactors.T9 + 0.159116 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 29.3634 * tfactors.T923i
                                   + -2.63599 + (5.0/3.0) * 0.159116 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -45032,8 +51477,8 @@ void rate_n_Cr48_to_He4_Ti45_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cr48_to_p_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cr48_to_p_Mn51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr48 + He4 --> p + Mn51
 
@@ -45048,9 +51493,13 @@ void rate_He4_Cr48_to_p_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  59.2276 + -86.7459 * tfactors.T913i + 1.05653 * tfactors.T913
                          + -1.15757 * tfactors.T9 + 0.0877546 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -86.7459 * tfactors.T943i + (1.0/3.0) * 1.05653 * tfactors.T923i
                                   + -1.15757 + (5.0/3.0) * 0.0877546 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -45064,8 +51513,8 @@ void rate_He4_Cr48_to_p_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cr49_to_p_V49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cr49_to_p_V49_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr49 + n --> p + V49
 
@@ -45080,9 +51529,13 @@ void rate_n_Cr49_to_p_V49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  21.1065 + -1.62261 * tfactors.T913
                          + 0.507111 * tfactors.T9 + -0.0492268 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.62261 * tfactors.T923i
                                   + 0.507111 + (5.0/3.0) * -0.0492268 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -45096,8 +51549,8 @@ void rate_n_Cr49_to_p_V49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cr49_to_He4_Ti46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cr49_to_He4_Ti46_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr49 + n --> He4 + Ti46
 
@@ -45112,9 +51565,13 @@ void rate_n_Cr49_to_He4_Ti46_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  13.4786 + -2.81456 * tfactors.T913
                          + 1.61029 * tfactors.T9 + -0.138467 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -2.81456 * tfactors.T923i
                                   + 1.61029 + (5.0/3.0) * -0.138467 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -45128,8 +51585,8 @@ void rate_n_Cr49_to_He4_Ti46_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cr49_to_He4_V46_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cr49_to_He4_V46_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr49 + p --> He4 + V46
 
@@ -45144,9 +51601,13 @@ void rate_p_Cr49_to_He4_V46_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  59.2978 + -39.3789 * tfactors.T9i + -84.2255 * tfactors.T913i + -1.09776 * tfactors.T913
                          + -0.495216 * tfactors.T9 + 0.0124719 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  39.3789 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -84.2255 * tfactors.T943i + (1.0/3.0) * -1.09776 * tfactors.T923i
                                   + -0.495216 + (5.0/3.0) * 0.0124719 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -45160,8 +51621,8 @@ void rate_p_Cr49_to_He4_V46_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cr49_to_n_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cr49_to_n_Fe52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr49 + He4 --> n + Fe52
 
@@ -45176,9 +51637,13 @@ void rate_He4_Cr49_to_n_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -14.2485 + -30.697 * tfactors.T9i + 14.3781 * tfactors.T913
                          + 0.0859569 * tfactors.T9 + -0.0900604 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  30.697 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 14.3781 * tfactors.T923i
                                   + 0.0859569 + (5.0/3.0) * -0.0900604 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -45192,8 +51657,8 @@ void rate_He4_Cr49_to_n_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cr49_to_p_Mn52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cr49_to_p_Mn52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr49 + He4 --> p + Mn52
 
@@ -45208,9 +51673,13 @@ void rate_He4_Cr49_to_p_Mn52_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  52.5075 + -86.7913 * tfactors.T913i + 10.6892 * tfactors.T913
                          + -4.01586 * tfactors.T9 + 0.411275 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -86.7913 * tfactors.T943i + (1.0/3.0) * 10.6892 * tfactors.T923i
                                   + -4.01586 + (5.0/3.0) * 0.411275 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -45224,8 +51693,8 @@ void rate_He4_Cr49_to_p_Mn52_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cr50_to_p_V50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cr50_to_p_V50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr50 + n --> p + V50
 
@@ -45240,9 +51709,13 @@ void rate_n_Cr50_to_p_V50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  20.4653 + -2.9661 * tfactors.T9i + -34.2216 * tfactors.T913i + 18.9337 * tfactors.T913
                          + -4.3348 * tfactors.T9 + 0.409807 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.9661 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -34.2216 * tfactors.T943i + (1.0/3.0) * 18.9337 * tfactors.T923i
                                   + -4.3348 + (5.0/3.0) * 0.409807 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -45256,8 +51729,8 @@ void rate_n_Cr50_to_p_V50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cr50_to_He4_Ti47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cr50_to_He4_Ti47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr50 + n --> He4 + Ti47
 
@@ -45272,9 +51745,13 @@ void rate_n_Cr50_to_He4_Ti47_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -108.708 + 104.649 * tfactors.T913
                          + -15.3856 * tfactors.T9 + 1.13897 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 104.649 * tfactors.T923i
                                   + -15.3856 + (5.0/3.0) * 1.13897 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -45288,8 +51765,8 @@ void rate_n_Cr50_to_He4_Ti47_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cr50_to_n_Mn50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cr50_to_n_Mn50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr50 + p --> n + Mn50
 
@@ -45304,9 +51781,13 @@ void rate_p_Cr50_to_n_Mn50_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  21.5859 + -97.6522 * tfactors.T9i + -1.04612 * tfactors.T913
                          + 0.340541 * tfactors.T9 + -0.0370932 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  97.6522 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.04612 * tfactors.T923i
                                   + 0.340541 + (5.0/3.0) * -0.0370932 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -45320,8 +51801,8 @@ void rate_p_Cr50_to_n_Mn50_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cr50_to_He4_V47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cr50_to_He4_V47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr50 + p --> He4 + V47
 
@@ -45336,9 +51817,13 @@ void rate_p_Cr50_to_He4_V47_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  62.5904 + -39.3786 * tfactors.T9i + -84.2732 * tfactors.T913i + -1.10027 * tfactors.T913
                          + -0.487084 * tfactors.T9 + 0.00453269 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  39.3786 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -84.2732 * tfactors.T943i + (1.0/3.0) * -1.10027 * tfactors.T923i
                                   + -0.487084 + (5.0/3.0) * 0.00453269 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -45352,8 +51837,8 @@ void rate_p_Cr50_to_He4_V47_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cr50_to_n_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cr50_to_n_Fe53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr50 + He4 --> n + Fe53
 
@@ -45368,9 +51853,13 @@ void rate_He4_Cr50_to_n_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  11.8056 + -57.5651 * tfactors.T9i + -0.146952 * tfactors.T913
                          + 1.12217 * tfactors.T9 + -0.10318 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  57.5651 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.146952 * tfactors.T923i
                                   + 1.12217 + (5.0/3.0) * -0.10318 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -45384,8 +51873,8 @@ void rate_He4_Cr50_to_n_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cr50_to_p_Mn53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cr50_to_p_Mn53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr50 + He4 --> p + Mn53
 
@@ -45400,9 +51889,13 @@ void rate_He4_Cr50_to_p_Mn53_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -67.5619 + -5.0555 * tfactors.T9i + -36.1913 * tfactors.T913i + 99.0857 * tfactors.T913
                          + -20.8943 * tfactors.T9 + 2.06209 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.0555 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -36.1913 * tfactors.T943i + (1.0/3.0) * 99.0857 * tfactors.T923i
                                   + -20.8943 + (5.0/3.0) * 2.06209 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -45416,8 +51909,8 @@ void rate_He4_Cr50_to_p_Mn53_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cr51_to_p_V51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cr51_to_p_V51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr51 + n --> p + V51
 
@@ -45432,9 +51925,13 @@ void rate_n_Cr51_to_p_V51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  15.1388 + -0.462299 * tfactors.T913
                          + 0.925265 * tfactors.T9 + -0.103818 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.462299 * tfactors.T923i
                                   + 0.925265 + (5.0/3.0) * -0.103818 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -45448,8 +51945,8 @@ void rate_n_Cr51_to_p_V51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cr51_to_He4_Ti48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cr51_to_He4_Ti48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr51 + n --> He4 + Ti48
 
@@ -45464,9 +51961,13 @@ void rate_n_Cr51_to_He4_Ti48_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -0.304828 + 1.94389 * tfactors.T913
                          + 2.5871 * tfactors.T9 + -0.307303 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 1.94389 * tfactors.T923i
                                   + 2.5871 + (5.0/3.0) * -0.307303 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -45480,8 +51981,8 @@ void rate_n_Cr51_to_He4_Ti48_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cr51_to_n_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cr51_to_n_Mn51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr51 + p --> n + Mn51
 
@@ -45496,9 +51997,13 @@ void rate_p_Cr51_to_n_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.6943 + -46.2998 * tfactors.T9i + -1.37768 * tfactors.T913
                          + 0.466991 * tfactors.T9 + -0.0461074 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  46.2998 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.37768 * tfactors.T923i
                                   + 0.466991 + (5.0/3.0) * -0.0461074 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -45512,8 +52017,8 @@ void rate_p_Cr51_to_n_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cr51_to_He4_V48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cr51_to_He4_V48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr51 + p --> He4 + V48
 
@@ -45528,9 +52033,13 @@ void rate_p_Cr51_to_He4_V48_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  62.3614 + -24.4782 * tfactors.T9i + -84.3192 * tfactors.T913i + -1.84683 * tfactors.T913
                          + -0.459124 * tfactors.T9 + 0.00700566 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  24.4782 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -84.3192 * tfactors.T943i + (1.0/3.0) * -1.84683 * tfactors.T923i
                                   + -0.459124 + (5.0/3.0) * 0.00700566 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -45544,8 +52053,8 @@ void rate_p_Cr51_to_He4_V48_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cr51_to_n_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cr51_to_n_Fe54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr51 + He4 --> n + Fe54
 
@@ -45560,9 +52069,13 @@ void rate_He4_Cr51_to_n_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -86.4622 + -9.77972 * tfactors.T9i + 77.6519 * tfactors.T913
                          + -9.70923 * tfactors.T9 + 0.625406 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  9.77972 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 77.6519 * tfactors.T923i
                                   + -9.70923 + (5.0/3.0) * 0.625406 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -45576,8 +52089,8 @@ void rate_He4_Cr51_to_n_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cr51_to_p_Mn54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cr51_to_p_Mn54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr51 + He4 --> p + Mn54
 
@@ -45592,9 +52105,13 @@ void rate_He4_Cr51_to_p_Mn54_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -42.067 + -8.79032 * tfactors.T9i + -36.1955 * tfactors.T913i + 69.5086 * tfactors.T913
                          + -14.1484 * tfactors.T9 + 1.38598 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  8.79032 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -36.1955 * tfactors.T943i + (1.0/3.0) * 69.5086 * tfactors.T923i
                                   + -14.1484 + (5.0/3.0) * 1.38598 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -45608,8 +52125,8 @@ void rate_He4_Cr51_to_p_Mn54_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cr52_to_p_V52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cr52_to_p_V52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr52 + n --> p + V52
 
@@ -45624,9 +52141,13 @@ void rate_n_Cr52_to_p_V52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
     ln_set_rate =  132.229 + -43.1054 * tfactors.T9i + 225.572 * tfactors.T913i + -367.914 * tfactors.T913
                          + 20.4967 * tfactors.T9 + -1.16016 * tfactors.T953 + 184.15 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  43.1054 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 225.572 * tfactors.T943i + (1.0/3.0) * -367.914 * tfactors.T923i
                                   + 20.4967 + (5.0/3.0) * -1.16016 * tfactors.T923 + 184.15 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -45640,8 +52161,8 @@ void rate_n_Cr52_to_p_V52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cr52_to_He4_Ti49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cr52_to_He4_Ti49_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr52 + n --> He4 + Ti49
 
@@ -45656,9 +52177,13 @@ void rate_n_Cr52_to_He4_Ti49_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  62.1906 + -14.0615 * tfactors.T9i + -81.8999 * tfactors.T913i + -0.331496 * tfactors.T913
                          + -0.758416 * tfactors.T9 + 0.0413394 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  14.0615 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -81.8999 * tfactors.T943i + (1.0/3.0) * -0.331496 * tfactors.T923i
                                   + -0.758416 + (5.0/3.0) * 0.0413394 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -45672,8 +52197,8 @@ void rate_n_Cr52_to_He4_Ti49_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cr52_to_n_Mn52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cr52_to_n_Mn52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr52 + p --> n + Mn52
 
@@ -45688,9 +52213,13 @@ void rate_p_Cr52_to_n_Mn52_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.5136 + -63.7533 * tfactors.T9i + 0.50599 * tfactors.T913
                          + 0.283832 * tfactors.T9 + -0.0422814 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  63.7533 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 0.50599 * tfactors.T923i
                                   + 0.283832 + (5.0/3.0) * -0.0422814 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -45704,8 +52233,8 @@ void rate_p_Cr52_to_n_Mn52_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cr52_to_He4_V49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cr52_to_He4_V49_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr52 + p --> He4 + V49
 
@@ -45720,9 +52249,13 @@ void rate_p_Cr52_to_He4_V49_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  60.8046 + -30.1245 * tfactors.T9i + -84.3633 * tfactors.T913i + 2.73419 * tfactors.T913
                          + -2.05655 * tfactors.T9 + 0.203834 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  30.1245 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -84.3633 * tfactors.T943i + (1.0/3.0) * 2.73419 * tfactors.T923i
                                   + -2.05655 + (5.0/3.0) * 0.203834 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -45736,8 +52269,8 @@ void rate_p_Cr52_to_He4_V49_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cr52_to_n_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cr52_to_n_Fe55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr52 + He4 --> n + Fe55
 
@@ -45752,9 +52285,13 @@ void rate_He4_Cr52_to_n_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  10.7294 + -41.5902 * tfactors.T9i + -4.54346 * tfactors.T913
                          + 2.79557 * tfactors.T9 + -0.273997 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  41.5902 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -4.54346 * tfactors.T923i
                                   + 2.79557 + (5.0/3.0) * -0.273997 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -45768,8 +52305,8 @@ void rate_He4_Cr52_to_n_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cr52_to_p_Mn55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cr52_to_p_Mn55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr52 + He4 --> p + Mn55
 
@@ -45784,9 +52321,13 @@ void rate_He4_Cr52_to_p_Mn55_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  18.2793 + -29.8283 * tfactors.T9i + -36.1995 * tfactors.T913i + 11.023 * tfactors.T913
                          + -2.435 * tfactors.T9 + 0.306933 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  29.8283 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -36.1995 * tfactors.T943i + (1.0/3.0) * 11.023 * tfactors.T923i
                                   + -2.435 + (5.0/3.0) * 0.306933 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -45800,8 +52341,8 @@ void rate_He4_Cr52_to_p_Mn55_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cr53_to_He4_Ti50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cr53_to_He4_Ti50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr53 + n --> He4 + Ti50
 
@@ -45816,9 +52357,13 @@ void rate_n_Cr53_to_He4_Ti50_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -23.5895 + 21.17 * tfactors.T913
                          + -0.195248 * tfactors.T9 + -0.121068 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 21.17 * tfactors.T923i
                                   + -0.195248 + (5.0/3.0) * -0.121068 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -45832,8 +52377,8 @@ void rate_n_Cr53_to_He4_Ti50_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cr53_to_n_Mn53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cr53_to_n_Mn53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr53 + p --> n + Mn53
 
@@ -45848,9 +52393,13 @@ void rate_p_Cr53_to_n_Mn53_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  12.3906 + -16.0047 * tfactors.T9i + 0.167386 * tfactors.T913
                          + 1.15594 * tfactors.T9 + -0.119143 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  16.0047 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 0.167386 * tfactors.T923i
                                   + 1.15594 + (5.0/3.0) * -0.119143 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -45864,8 +52413,8 @@ void rate_p_Cr53_to_n_Mn53_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cr53_to_He4_V50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cr53_to_He4_V50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr53 + p --> He4 + V50
 
@@ -45880,9 +52429,13 @@ void rate_p_Cr53_to_He4_V50_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  45.5289 + -13.9153 * tfactors.T9i + -84.4058 * tfactors.T913i + 13.5454 * tfactors.T913
                          + -3.26175 * tfactors.T9 + 0.249401 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  13.9153 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -84.4058 * tfactors.T943i + (1.0/3.0) * 13.5454 * tfactors.T923i
                                   + -3.26175 + (5.0/3.0) * 0.249401 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -45896,8 +52449,8 @@ void rate_p_Cr53_to_He4_V50_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cr53_to_n_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cr53_to_n_Fe56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr53 + He4 --> n + Fe56
 
@@ -45912,9 +52465,13 @@ void rate_He4_Cr53_to_n_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -118.607 + -3.78063 * tfactors.T9i + 108.603 * tfactors.T913
                          + -15.5995 * tfactors.T9 + 1.14343 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.78063 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 108.603 * tfactors.T923i
                                   + -15.5995 + (5.0/3.0) * 1.14343 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -45928,8 +52485,8 @@ void rate_He4_Cr53_to_n_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cr54_to_He4_Ti51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cr54_to_He4_Ti51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr54 + n --> He4 + Ti51
 
@@ -45944,9 +52501,13 @@ void rate_n_Cr54_to_He4_Ti51_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -985.091 + -2.195 * tfactors.T9i + -1722.81 * tfactors.T913i + 2829.38 * tfactors.T913
                          + -169.068 * tfactors.T9 + 9.70315 * tfactors.T953 + -1326.98 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.195 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -1722.81 * tfactors.T943i + (1.0/3.0) * 2829.38 * tfactors.T923i
                                   + -169.068 + (5.0/3.0) * 9.70315 * tfactors.T923 + -1326.98 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -45960,8 +52521,8 @@ void rate_n_Cr54_to_He4_Ti51_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cr54_to_n_Mn54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cr54_to_n_Mn54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr54 + p --> n + Mn54
 
@@ -45976,9 +52537,13 @@ void rate_p_Cr54_to_n_Mn54_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  17.904 + -25.0602 * tfactors.T9i + -1.70783 * tfactors.T913
                          + 0.767763 * tfactors.T9 + -0.0572818 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  25.0602 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.70783 * tfactors.T923i
                                   + 0.767763 + (5.0/3.0) * -0.0572818 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -45992,8 +52557,8 @@ void rate_p_Cr54_to_n_Mn54_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cr54_to_He4_V51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cr54_to_He4_V51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr54 + p --> He4 + V51
 
@@ -46008,9 +52573,13 @@ void rate_p_Cr54_to_He4_V51_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -94.698 + -35.2237 * tfactors.T913i + 131.726 * tfactors.T913
                          + -29.7395 * tfactors.T9 + 3.03809 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -35.2237 * tfactors.T943i + (1.0/3.0) * 131.726 * tfactors.T923i
                                   + -29.7395 + (5.0/3.0) * 3.03809 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -46024,8 +52593,8 @@ void rate_p_Cr54_to_He4_V51_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cr54_to_n_Fe57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cr54_to_n_Fe57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cr54 + He4 --> n + Fe57
 
@@ -46040,9 +52609,13 @@ void rate_He4_Cr54_to_n_Fe57_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -7.33581 + -27.8371 * tfactors.T9i + 4.48478 * tfactors.T913
                          + 2.88431 * tfactors.T9 + -0.366076 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  27.8371 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 4.48478 * tfactors.T923i
                                   + 2.88431 + (5.0/3.0) * -0.366076 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -46056,8 +52629,8 @@ void rate_He4_Cr54_to_n_Fe57_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Mn50_to_p_Cr50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Mn50_to_p_Cr50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn50 + n --> p + Cr50
 
@@ -46072,9 +52645,13 @@ void rate_n_Mn50_to_p_Cr50_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  21.5859 + -1.04612 * tfactors.T913
                          + 0.340541 * tfactors.T9 + -0.0370932 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.04612 * tfactors.T923i
                                   + 0.340541 + (5.0/3.0) * -0.0370932 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -46088,8 +52665,8 @@ void rate_n_Mn50_to_p_Cr50_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Mn50_to_He4_V47_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Mn50_to_He4_V47_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn50 + n --> He4 + V47
 
@@ -46104,9 +52681,13 @@ void rate_n_Mn50_to_He4_V47_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  12.7581 + 0.0723126 * tfactors.T913
                          + 0.772457 * tfactors.T9 + -0.0591176 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 0.0723126 * tfactors.T923i
                                   + 0.772457 + (5.0/3.0) * -0.0591176 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -46120,8 +52701,8 @@ void rate_n_Mn50_to_He4_V47_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mn50_to_n_Co53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mn50_to_n_Co53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn50 + He4 --> n + Co53
 
@@ -46136,9 +52717,13 @@ void rate_He4_Mn50_to_n_Co53_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  8.55453 + -65.3147 * tfactors.T9i + 4.96211 * tfactors.T913
                          + -1.17699 * tfactors.T9 + 0.226 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  65.3147 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 4.96211 * tfactors.T923i
                                   + -1.17699 + (5.0/3.0) * 0.226 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -46152,8 +52737,8 @@ void rate_He4_Mn50_to_n_Co53_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mn50_to_p_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mn50_to_p_Fe53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn50 + He4 --> p + Fe53
 
@@ -46168,9 +52753,13 @@ void rate_He4_Mn50_to_p_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  62.6721 + -89.2309 * tfactors.T913i + -1.4758 * tfactors.T913
                          + -0.437831 * tfactors.T9 + -0.00354594 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -89.2309 * tfactors.T943i + (1.0/3.0) * -1.4758 * tfactors.T923i
                                   + -0.437831 + (5.0/3.0) * -0.00354594 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -46184,8 +52773,8 @@ void rate_He4_Mn50_to_p_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Mn51_to_p_Cr51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Mn51_to_p_Cr51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn51 + n --> p + Cr51
 
@@ -46200,9 +52789,13 @@ void rate_n_Mn51_to_p_Cr51_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.982 + -1.37768 * tfactors.T913
                          + 0.466991 * tfactors.T9 + -0.0461074 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.37768 * tfactors.T923i
                                   + 0.466991 + (5.0/3.0) * -0.0461074 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -46216,8 +52809,8 @@ void rate_n_Mn51_to_p_Cr51_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Mn51_to_He4_V48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Mn51_to_He4_V48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn51 + n --> He4 + V48
 
@@ -46232,9 +52825,13 @@ void rate_n_Mn51_to_He4_V48_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -23.8508 + 20.8632 * tfactors.T913
                          + 0.466645 * tfactors.T9 + -0.196969 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 20.8632 * tfactors.T923i
                                   + 0.466645 + (5.0/3.0) * -0.196969 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -46248,8 +52845,8 @@ void rate_n_Mn51_to_He4_V48_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Mn51_to_He4_Cr48_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Mn51_to_He4_Cr48_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn51 + p --> He4 + Cr48
 
@@ -46264,9 +52861,13 @@ void rate_p_Mn51_to_He4_Cr48_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  58.7312 + -6.47654 * tfactors.T9i + -86.7459 * tfactors.T913i + 1.05653 * tfactors.T913
                          + -1.15757 * tfactors.T9 + 0.0877546 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  6.47654 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -86.7459 * tfactors.T943i + (1.0/3.0) * 1.05653 * tfactors.T923i
                                   + -1.15757 + (5.0/3.0) * 0.0877546 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -46280,8 +52881,8 @@ void rate_p_Mn51_to_He4_Cr48_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mn51_to_n_Co54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mn51_to_n_Co54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn51 + He4 --> n + Co54
 
@@ -46296,9 +52897,13 @@ void rate_He4_Mn51_to_n_Co54_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  11.1923 + -68.2136 * tfactors.T9i + -1.92176 * tfactors.T913
                          + 1.2968 * tfactors.T9 + -0.117145 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  68.2136 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.92176 * tfactors.T923i
                                   + 1.2968 + (5.0/3.0) * -0.117145 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -46312,8 +52917,8 @@ void rate_He4_Mn51_to_n_Co54_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mn51_to_p_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mn51_to_p_Fe54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn51 + He4 --> p + Fe54
 
@@ -46328,9 +52933,13 @@ void rate_He4_Mn51_to_p_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  62.2777 + -89.274 * tfactors.T913i + -0.862452 * tfactors.T913
                          + -0.635672 * tfactors.T9 + 0.0196464 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -89.274 * tfactors.T943i + (1.0/3.0) * -0.862452 * tfactors.T923i
                                   + -0.635672 + (5.0/3.0) * 0.0196464 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -46344,8 +52953,8 @@ void rate_He4_Mn51_to_p_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Mn52_to_p_Cr52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Mn52_to_p_Cr52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn52 + n --> p + Cr52
 
@@ -46360,9 +52969,13 @@ void rate_n_Mn52_to_p_Cr52_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  17.9487 + 0.50599 * tfactors.T913
                          + 0.283832 * tfactors.T9 + -0.0422814 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 0.50599 * tfactors.T923i
                                   + 0.283832 + (5.0/3.0) * -0.0422814 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -46376,8 +52989,8 @@ void rate_n_Mn52_to_p_Cr52_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Mn52_to_He4_V49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Mn52_to_He4_V49_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn52 + n --> He4 + V49
 
@@ -46392,9 +53005,13 @@ void rate_n_Mn52_to_He4_V49_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -2.29492 + 5.72895 * tfactors.T913
                          + 1.74506 * tfactors.T9 + -0.232362 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 5.72895 * tfactors.T923i
                                   + 1.74506 + (5.0/3.0) * -0.232362 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -46408,8 +53025,8 @@ void rate_n_Mn52_to_He4_V49_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Mn52_to_n_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Mn52_to_n_Fe52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn52 + p --> n + Fe52
 
@@ -46424,9 +53041,13 @@ void rate_p_Mn52_to_n_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  15.3836 + -36.6259 * tfactors.T9i + 0.569856 * tfactors.T913
                          + 0.390117 * tfactors.T9 + -0.0479043 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  36.6259 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 0.569856 * tfactors.T923i
                                   + 0.390117 + (5.0/3.0) * -0.0479043 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -46440,8 +53061,8 @@ void rate_p_Mn52_to_n_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Mn52_to_He4_Cr49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Mn52_to_He4_Cr49_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn52 + p --> He4 + Cr49
 
@@ -46456,9 +53077,13 @@ void rate_p_Mn52_to_He4_Cr49_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  53.0315 + -5.9288 * tfactors.T9i + -86.7913 * tfactors.T913i + 10.6892 * tfactors.T913
                          + -4.01586 * tfactors.T9 + 0.411275 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.9288 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -86.7913 * tfactors.T943i + (1.0/3.0) * 10.6892 * tfactors.T923i
                                   + -4.01586 + (5.0/3.0) * 0.411275 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -46472,8 +53097,8 @@ void rate_p_Mn52_to_He4_Cr49_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mn52_to_n_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mn52_to_n_Co55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn52 + He4 --> n + Co55
 
@@ -46488,9 +53113,13 @@ void rate_He4_Mn52_to_n_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -14.3346 + -26.9722 * tfactors.T9i + 8.15876 * tfactors.T913
                          + 3.05978 * tfactors.T9 + -0.406535 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  26.9722 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 8.15876 * tfactors.T923i
                                   + 3.05978 + (5.0/3.0) * -0.406535 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -46504,8 +53133,8 @@ void rate_He4_Mn52_to_n_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mn52_to_p_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mn52_to_p_Fe55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn52 + He4 --> p + Fe55
 
@@ -46520,9 +53149,13 @@ void rate_He4_Mn52_to_p_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  56.6689 + -89.3157 * tfactors.T913i + 5.65639 * tfactors.T913
                          + -2.28952 * tfactors.T9 + 0.186017 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -89.3157 * tfactors.T943i + (1.0/3.0) * 5.65639 * tfactors.T923i
                                   + -2.28952 + (5.0/3.0) * 0.186017 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -46536,8 +53169,8 @@ void rate_He4_Mn52_to_p_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Mn53_to_p_Cr53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Mn53_to_p_Cr53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn53 + n --> p + Cr53
 
@@ -46552,9 +53185,13 @@ void rate_n_Mn53_to_p_Cr53_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  11.6975 + 0.167386 * tfactors.T913
                          + 1.15594 * tfactors.T9 + -0.119143 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 0.167386 * tfactors.T923i
                                   + 1.15594 + (5.0/3.0) * -0.119143 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -46568,8 +53205,8 @@ void rate_n_Mn53_to_p_Cr53_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Mn53_to_He4_V50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Mn53_to_He4_V50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn53 + n --> He4 + V50
 
@@ -46584,9 +53221,13 @@ void rate_n_Mn53_to_He4_V50_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -122.895 + 115.52 * tfactors.T913
                          + -16.7944 * tfactors.T9 + 1.23427 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 115.52 * tfactors.T923i
                                   + -16.7944 + (5.0/3.0) * 1.23427 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -46600,8 +53241,8 @@ void rate_n_Mn53_to_He4_V50_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Mn53_to_n_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Mn53_to_n_Fe53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn53 + p --> n + Fe53
 
@@ -46616,9 +53257,13 @@ void rate_p_Mn53_to_n_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  21.1239 + -52.5096 * tfactors.T9i + -1.19445 * tfactors.T913
                          + 0.393603 * tfactors.T9 + -0.0404022 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  52.5096 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.19445 * tfactors.T923i
                                   + 0.393603 + (5.0/3.0) * -0.0404022 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -46632,8 +53277,8 @@ void rate_p_Mn53_to_n_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Mn53_to_He4_Cr50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Mn53_to_He4_Cr50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn53 + p --> He4 + Cr50
 
@@ -46648,9 +53293,13 @@ void rate_p_Mn53_to_He4_Cr50_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -68.3424 + -36.1913 * tfactors.T913i + 99.0857 * tfactors.T913
                          + -20.8943 * tfactors.T9 + 2.06209 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -36.1913 * tfactors.T943i + (1.0/3.0) * 99.0857 * tfactors.T923i
                                   + -20.8943 + (5.0/3.0) * 2.06209 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -46664,8 +53313,8 @@ void rate_p_Mn53_to_He4_Cr50_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mn53_to_n_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mn53_to_n_Co56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn53 + He4 --> n + Co56
 
@@ -46680,9 +53329,13 @@ void rate_He4_Mn53_to_n_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  11.3813 + -49.8407 * tfactors.T9i + -2.81854 * tfactors.T913
                          + 1.84188 * tfactors.T9 + -0.164509 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  49.8407 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -2.81854 * tfactors.T923i
                                   + 1.84188 + (5.0/3.0) * -0.164509 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -46696,8 +53349,8 @@ void rate_He4_Mn53_to_n_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mn53_to_p_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mn53_to_p_Fe56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn53 + He4 --> p + Fe56
 
@@ -46712,9 +53365,13 @@ void rate_He4_Mn53_to_p_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  54.0176 + -89.3558 * tfactors.T913i + 9.25287 * tfactors.T913
                          + -3.70352 * tfactors.T9 + 0.372202 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -89.3558 * tfactors.T943i + (1.0/3.0) * 9.25287 * tfactors.T923i
                                   + -3.70352 + (5.0/3.0) * 0.372202 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -46728,8 +53385,8 @@ void rate_He4_Mn53_to_p_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Mn54_to_p_Cr54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Mn54_to_p_Cr54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn54 + n --> p + Cr54
 
@@ -46744,9 +53401,13 @@ void rate_n_Mn54_to_p_Cr54_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  15.9581 + -1.70783 * tfactors.T913
                          + 0.767763 * tfactors.T9 + -0.0572818 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.70783 * tfactors.T923i
                                   + 0.767763 + (5.0/3.0) * -0.0572818 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -46760,8 +53421,8 @@ void rate_n_Mn54_to_p_Cr54_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Mn54_to_He4_V51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Mn54_to_He4_V51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn54 + n --> He4 + V51
 
@@ -46776,9 +53437,13 @@ void rate_n_Mn54_to_He4_V51_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -7.40385 + 7.07865 * tfactors.T913
                          + 2.24997 * tfactors.T9 + -0.318964 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 7.07865 * tfactors.T923i
                                   + 2.24997 + (5.0/3.0) * -0.318964 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -46792,8 +53457,8 @@ void rate_n_Mn54_to_He4_V51_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Mn54_to_n_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Mn54_to_n_Fe54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn54 + p --> n + Fe54
 
@@ -46808,9 +53473,13 @@ void rate_p_Mn54_to_n_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -45.0778 + -0.9894 * tfactors.T9i + 51.9922 * tfactors.T913
                          + -7.26639 * tfactors.T9 + 0.502147 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.9894 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 51.9922 * tfactors.T923i
                                   + -7.26639 + (5.0/3.0) * 0.502147 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -46824,8 +53493,8 @@ void rate_p_Mn54_to_n_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Mn54_to_He4_Cr51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Mn54_to_He4_Cr51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn54 + p --> He4 + Cr51
 
@@ -46840,9 +53509,13 @@ void rate_p_Mn54_to_He4_Cr51_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -40.6329 + -36.1955 * tfactors.T913i + 69.5086 * tfactors.T913
                          + -14.1484 * tfactors.T9 + 1.38598 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -36.1955 * tfactors.T943i + (1.0/3.0) * 69.5086 * tfactors.T923i
                                   + -14.1484 + (5.0/3.0) * 1.38598 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -46856,8 +53529,8 @@ void rate_p_Mn54_to_He4_Cr51_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mn54_to_n_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mn54_to_n_Co57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn54 + He4 --> n + Co57
 
@@ -46872,9 +53545,13 @@ void rate_He4_Mn54_to_n_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -31.7456 + -21.5562 * tfactors.T9i + 26.4125 * tfactors.T913
                          + -0.137701 * tfactors.T9 + -0.184911 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  21.5562 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 26.4125 * tfactors.T923i
                                   + -0.137701 + (5.0/3.0) * -0.184911 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -46888,8 +53565,8 @@ void rate_He4_Mn54_to_n_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mn54_to_p_Fe57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mn54_to_p_Fe57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn54 + He4 --> p + Fe57
 
@@ -46904,9 +53581,13 @@ void rate_He4_Mn54_to_p_Fe57_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -90.99 + -2.7769 * tfactors.T9i + -37.1663 * tfactors.T913i + 123.946 * tfactors.T913
                          + -27.2803 * tfactors.T9 + 2.75453 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.7769 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -37.1663 * tfactors.T943i + (1.0/3.0) * 123.946 * tfactors.T923i
                                   + -27.2803 + (5.0/3.0) * 2.75453 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -46920,8 +53601,8 @@ void rate_He4_Mn54_to_p_Fe57_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Mn55_to_He4_V52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Mn55_to_He4_V52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn55 + n --> He4 + V52
 
@@ -46936,9 +53617,13 @@ void rate_n_Mn55_to_He4_V52_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -1025.31 + 9.271 * tfactors.T9i + -1790.25 * tfactors.T913i + 2939.64 * tfactors.T913
                          + -175.533 * tfactors.T9 + 10.0701 * tfactors.T953 + -1379.09 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  -9.271 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -1790.25 * tfactors.T943i + (1.0/3.0) * 2939.64 * tfactors.T923i
                                   + -175.533 + (5.0/3.0) * 10.0701 * tfactors.T923 + -1379.09 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -46952,8 +53637,8 @@ void rate_n_Mn55_to_He4_V52_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Mn55_to_n_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Mn55_to_n_Fe55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn55 + p --> n + Fe55
 
@@ -46968,9 +53653,13 @@ void rate_p_Mn55_to_n_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  4.30092 + -11.7619 * tfactors.T9i + 7.03052 * tfactors.T913
                          + 0.260509 * tfactors.T9 + -0.0813397 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  11.7619 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 7.03052 * tfactors.T923i
                                   + 0.260509 + (5.0/3.0) * -0.0813397 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -46984,8 +53673,8 @@ void rate_p_Mn55_to_n_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Mn55_to_He4_Cr52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Mn55_to_He4_Cr52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn55 + p --> He4 + Cr52
 
@@ -47000,9 +53689,13 @@ void rate_p_Mn55_to_He4_Cr52_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  17.7897 + -36.1995 * tfactors.T913i + 11.023 * tfactors.T913
                          + -2.435 * tfactors.T9 + 0.306933 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -36.1995 * tfactors.T943i + (1.0/3.0) * 11.023 * tfactors.T923i
                                   + -2.435 + (5.0/3.0) * 0.306933 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -47016,8 +53709,8 @@ void rate_p_Mn55_to_He4_Cr52_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mn55_to_n_Co58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mn55_to_n_Co58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn55 + He4 --> n + Co58
 
@@ -47032,9 +53725,13 @@ void rate_He4_Mn55_to_n_Co58_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  9.14605 + -40.7447 * tfactors.T9i + -5.4323 * tfactors.T913
                          + 3.33275 * tfactors.T9 + -0.339917 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  40.7447 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -5.4323 * tfactors.T923i
                                   + 3.33275 + (5.0/3.0) * -0.339917 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -47048,8 +53745,8 @@ void rate_He4_Mn55_to_n_Co58_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Mn55_to_p_Fe58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Mn55_to_p_Fe58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Mn55 + He4 --> p + Fe58
 
@@ -47064,9 +53761,13 @@ void rate_He4_Mn55_to_p_Fe58_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -77.6133 + -4.88801 * tfactors.T9i + -37.17 * tfactors.T913i + 110.878 * tfactors.T913
                          + -24.5555 * tfactors.T9 + 2.47003 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.88801 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -37.17 * tfactors.T943i + (1.0/3.0) * 110.878 * tfactors.T923i
                                   + -24.5555 + (5.0/3.0) * 2.47003 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -47080,8 +53781,8 @@ void rate_He4_Mn55_to_p_Fe58_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Fe52_to_p_Mn52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Fe52_to_p_Mn52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe52 + n --> p + Mn52
 
@@ -47096,9 +53797,13 @@ void rate_n_Fe52_to_p_Mn52_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  17.9485 + 0.569856 * tfactors.T913
                          + 0.390117 * tfactors.T9 + -0.0479043 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 0.569856 * tfactors.T923i
                                   + 0.390117 + (5.0/3.0) * -0.0479043 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -47112,8 +53817,8 @@ void rate_n_Fe52_to_p_Mn52_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Fe52_to_He4_Cr49_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Fe52_to_He4_Cr49_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe52 + n --> He4 + Cr49
 
@@ -47128,9 +53833,13 @@ void rate_n_Fe52_to_He4_Cr49_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -11.1596 + 14.3781 * tfactors.T913
                          + 0.0859569 * tfactors.T9 + -0.0900604 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 14.3781 * tfactors.T923i
                                   + 0.0859569 + (5.0/3.0) * -0.0900604 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -47144,8 +53853,8 @@ void rate_n_Fe52_to_He4_Cr49_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe52_to_p_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe52_to_p_Co55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe52 + He4 --> p + Co55
 
@@ -47160,9 +53869,13 @@ void rate_He4_Fe52_to_p_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  62.2207 + -91.6819 * tfactors.T913i + -0.329235 * tfactors.T913
                          + -0.780924 * tfactors.T9 + 0.0425179 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -91.6819 * tfactors.T943i + (1.0/3.0) * -0.329235 * tfactors.T923i
                                   + -0.780924 + (5.0/3.0) * 0.0425179 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -47176,8 +53889,8 @@ void rate_He4_Fe52_to_p_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Fe53_to_p_Mn53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Fe53_to_p_Mn53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe53 + n --> p + Mn53
 
@@ -47192,9 +53905,13 @@ void rate_n_Fe53_to_p_Mn53_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  21.1239 + -1.19445 * tfactors.T913
                          + 0.393603 * tfactors.T9 + -0.0404022 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.19445 * tfactors.T923i
                                   + 0.393603 + (5.0/3.0) * -0.0404022 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -47208,8 +53925,8 @@ void rate_n_Fe53_to_p_Mn53_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Fe53_to_He4_Cr50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Fe53_to_He4_Cr50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe53 + n --> He4 + Cr50
 
@@ -47224,9 +53941,13 @@ void rate_n_Fe53_to_He4_Cr50_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  11.025 + -0.146952 * tfactors.T913
                          + 1.12217 * tfactors.T9 + -0.10318 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.146952 * tfactors.T923i
                                   + 1.12217 + (5.0/3.0) * -0.10318 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -47240,8 +53961,8 @@ void rate_n_Fe53_to_He4_Cr50_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Fe53_to_n_Co53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Fe53_to_n_Co53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe53 + p --> n + Co53
 
@@ -47256,9 +53977,13 @@ void rate_p_Fe53_to_n_Co53_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  21.5271 + -105.402 * tfactors.T9i + -0.94587 * tfactors.T913
                          + 0.327891 * tfactors.T9 + -0.0355667 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  105.402 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.94587 * tfactors.T923i
                                   + 0.327891 + (5.0/3.0) * -0.0355667 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -47272,8 +53997,8 @@ void rate_p_Fe53_to_n_Co53_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Fe53_to_He4_Mn50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Fe53_to_He4_Mn50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe53 + p --> He4 + Mn50
 
@@ -47288,9 +54013,13 @@ void rate_p_Fe53_to_He4_Mn50_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  61.8915 + -40.0872 * tfactors.T9i + -89.2309 * tfactors.T913i + -1.4758 * tfactors.T913
                          + -0.437831 * tfactors.T9 + -0.00354594 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  40.0872 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -89.2309 * tfactors.T943i + (1.0/3.0) * -1.4758 * tfactors.T923i
                                   + -0.437831 + (5.0/3.0) * -0.00354594 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -47304,8 +54033,8 @@ void rate_p_Fe53_to_He4_Mn50_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe53_to_n_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe53_to_n_Ni56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe53 + He4 --> n + Ni56
 
@@ -47320,9 +54049,13 @@ void rate_He4_Fe53_to_n_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -11.2271 + -31.1935 * tfactors.T9i + 6.43259 * tfactors.T913
                          + 2.29591 * tfactors.T9 + -0.254724 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  31.1935 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 6.43259 * tfactors.T923i
                                   + 2.29591 + (5.0/3.0) * -0.254724 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -47336,8 +54069,8 @@ void rate_He4_Fe53_to_n_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe53_to_p_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe53_to_p_Co56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe53 + He4 --> p + Co56
 
@@ -47352,9 +54085,13 @@ void rate_He4_Fe53_to_p_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  54.8614 + -91.7231 * tfactors.T913i + 10.052 * tfactors.T913
                          + -3.86332 * tfactors.T9 + 0.391105 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -91.7231 * tfactors.T943i + (1.0/3.0) * 10.052 * tfactors.T923i
                                   + -3.86332 + (5.0/3.0) * 0.391105 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -47368,8 +54105,8 @@ void rate_He4_Fe53_to_p_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Fe54_to_p_Mn54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Fe54_to_p_Mn54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe54 + n --> p + Mn54
 
@@ -47384,9 +54121,13 @@ void rate_n_Fe54_to_p_Mn54_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -43.1319 + 51.9922 * tfactors.T913
                          + -7.26639 * tfactors.T9 + 0.502147 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 51.9922 * tfactors.T923i
                                   + -7.26639 + (5.0/3.0) * 0.502147 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -47400,8 +54141,8 @@ void rate_n_Fe54_to_p_Mn54_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Fe54_to_He4_Cr51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Fe54_to_He4_Cr51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe54 + n --> He4 + Cr51
 
@@ -47416,9 +54157,13 @@ void rate_n_Fe54_to_He4_Cr51_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -83.0822 + 77.6519 * tfactors.T913
                          + -9.70923 * tfactors.T9 + 0.625406 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 77.6519 * tfactors.T923i
                                   + -9.70923 + (5.0/3.0) * 0.625406 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -47432,8 +54177,8 @@ void rate_n_Fe54_to_He4_Cr51_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Fe54_to_n_Co54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Fe54_to_n_Co54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe54 + p --> n + Co54
 
@@ -47448,9 +54193,13 @@ void rate_p_Fe54_to_n_Co54_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  21.6932 + -104.734 * tfactors.T9i + -1.41064 * tfactors.T913
                          + 0.417457 * tfactors.T9 + -0.0400596 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  104.734 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.41064 * tfactors.T923i
                                   + 0.417457 + (5.0/3.0) * -0.0400596 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -47464,8 +54213,8 @@ void rate_p_Fe54_to_n_Co54_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Fe54_to_He4_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Fe54_to_He4_Mn51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe54 + p --> He4 + Mn51
 
@@ -47480,9 +54229,13 @@ void rate_p_Fe54_to_He4_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  65.37 + -36.5201 * tfactors.T9i + -89.274 * tfactors.T913i + -0.862452 * tfactors.T913
                          + -0.635672 * tfactors.T9 + 0.0196464 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  36.5201 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -89.274 * tfactors.T943i + (1.0/3.0) * -0.862452 * tfactors.T923i
                                   + -0.635672 + (5.0/3.0) * 0.0196464 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -47496,8 +54249,8 @@ void rate_p_Fe54_to_He4_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe54_to_n_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe54_to_n_Ni57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe54 + He4 --> n + Ni57
 
@@ -47512,9 +54265,13 @@ void rate_He4_Fe54_to_n_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  14.6138 + -67.5021 * tfactors.T9i + 0.48562 * tfactors.T913
                          + -0.0249302 * tfactors.T9 + 0.0509605 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  67.5021 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 0.48562 * tfactors.T923i
                                   + -0.0249302 + (5.0/3.0) * 0.0509605 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -47528,8 +54285,8 @@ void rate_He4_Fe54_to_n_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe54_to_p_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe54_to_p_Co57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe54 + He4 --> p + Co57
 
@@ -47544,9 +54301,13 @@ void rate_He4_Fe54_to_p_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -1.42195 + -20.5668 * tfactors.T9i + -38.1133 * tfactors.T913i + 29.3541 * tfactors.T913
                          + -4.75966 * tfactors.T9 + 0.40418 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  20.5668 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -38.1133 * tfactors.T943i + (1.0/3.0) * 29.3541 * tfactors.T923i
                                   + -4.75966 + (5.0/3.0) * 0.40418 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -47560,8 +54321,8 @@ void rate_He4_Fe54_to_p_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Fe55_to_p_Mn55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Fe55_to_p_Mn55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe55 + n --> p + Mn55
 
@@ -47576,9 +54337,13 @@ void rate_n_Fe55_to_p_Mn55_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  4.70639 + 7.03052 * tfactors.T913
                          + 0.260509 * tfactors.T9 + -0.0813397 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 7.03052 * tfactors.T923i
                                   + 0.260509 + (5.0/3.0) * -0.0813397 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -47592,8 +54357,8 @@ void rate_n_Fe55_to_p_Mn55_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Fe55_to_He4_Cr52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Fe55_to_He4_Cr52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe55 + n --> He4 + Cr52
 
@@ -47608,9 +54373,13 @@ void rate_n_Fe55_to_He4_Cr52_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  10.6453 + -4.54346 * tfactors.T913
                          + 2.79557 * tfactors.T9 + -0.273997 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -4.54346 * tfactors.T923i
                                   + 2.79557 + (5.0/3.0) * -0.273997 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -47624,8 +54393,8 @@ void rate_n_Fe55_to_He4_Cr52_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Fe55_to_n_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Fe55_to_n_Co55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe55 + p --> n + Co55
 
@@ -47640,9 +54409,13 @@ void rate_p_Fe55_to_n_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  21.4329 + -49.1353 * tfactors.T9i + -1.62382 * tfactors.T913
                          + 0.58115 * tfactors.T9 + -0.0537057 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  49.1353 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.62382 * tfactors.T923i
                                   + 0.58115 + (5.0/3.0) * -0.0537057 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -47656,8 +54429,8 @@ void rate_p_Fe55_to_n_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Fe55_to_He4_Mn52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Fe55_to_He4_Mn52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe55 + p --> He4 + Mn52
 
@@ -47672,9 +54445,13 @@ void rate_p_Fe55_to_He4_Mn52_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  59.1497 + -22.1631 * tfactors.T9i + -89.3157 * tfactors.T913i + 5.65639 * tfactors.T913
                          + -2.28952 * tfactors.T9 + 0.186017 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  22.1631 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -89.3157 * tfactors.T943i + (1.0/3.0) * 5.65639 * tfactors.T923i
                                   + -2.28952 + (5.0/3.0) * 0.186017 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -47688,8 +54465,8 @@ void rate_p_Fe55_to_He4_Mn52_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe55_to_n_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe55_to_n_Ni58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe55 + He4 --> n + Ni58
 
@@ -47704,9 +54481,13 @@ void rate_He4_Fe55_to_n_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -4.73193 + -33.6308 * tfactors.T9i + 3.44996 * tfactors.T913
                          + 2.98226 * tfactors.T9 + -0.387699 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  33.6308 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 3.44996 * tfactors.T923i
                                   + 2.98226 + (5.0/3.0) * -0.387699 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -47720,8 +54501,8 @@ void rate_He4_Fe55_to_n_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe55_to_p_Co58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe55_to_p_Co58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe55 + He4 --> p + Co58
 
@@ -47736,9 +54517,13 @@ void rate_He4_Fe55_to_p_Co58_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  14.0177 + -28.9828 * tfactors.T9i + -38.1171 * tfactors.T913i + 13.2187 * tfactors.T913
                          + -1.74746 * tfactors.T9 + 0.142513 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  28.9828 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -38.1171 * tfactors.T943i + (1.0/3.0) * 13.2187 * tfactors.T923i
                                   + -1.74746 + (5.0/3.0) * 0.142513 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -47752,8 +54537,8 @@ void rate_He4_Fe55_to_p_Co58_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Fe56_to_He4_Cr53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Fe56_to_He4_Cr53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe56 + n --> He4 + Cr53
 
@@ -47768,9 +54553,13 @@ void rate_n_Fe56_to_He4_Cr53_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -115.917 + 108.603 * tfactors.T913
                          + -15.5995 * tfactors.T9 + 1.14343 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 108.603 * tfactors.T923i
                                   + -15.5995 + (5.0/3.0) * 1.14343 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -47784,8 +54573,8 @@ void rate_n_Fe56_to_He4_Cr53_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Fe56_to_n_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Fe56_to_n_Co56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe56 + p --> n + Co56
 
@@ -47800,9 +54589,13 @@ void rate_p_Fe56_to_n_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  22.6511 + -62.0649 * tfactors.T9i + -1.13331 * tfactors.T913
                          + 0.347185 * tfactors.T9 + -0.0328879 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  62.0649 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.13331 * tfactors.T923i
                                   + 0.347185 + (5.0/3.0) * -0.0328879 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -47816,8 +54609,8 @@ void rate_p_Fe56_to_n_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Fe56_to_He4_Mn53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Fe56_to_He4_Mn53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe56 + p --> He4 + Mn53
 
@@ -47832,9 +54625,13 @@ void rate_p_Fe56_to_He4_Mn53_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  57.4007 + -12.2241 * tfactors.T9i + -89.3558 * tfactors.T913i + 9.25287 * tfactors.T913
                          + -3.70352 * tfactors.T9 + 0.372202 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  12.2241 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -89.3558 * tfactors.T943i + (1.0/3.0) * 9.25287 * tfactors.T923i
                                   + -3.70352 + (5.0/3.0) * 0.372202 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -47848,8 +54645,8 @@ void rate_p_Fe56_to_He4_Mn53_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe56_to_n_Ni59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe56_to_n_Ni59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe56 + He4 --> n + Ni59
 
@@ -47864,9 +54661,13 @@ void rate_He4_Fe56_to_n_Ni59_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  16.4866 + -59.1377 * tfactors.T9i + -4.21617 * tfactors.T913
                          + 1.58032 * tfactors.T9 + -0.126895 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  59.1377 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -4.21617 * tfactors.T923i
                                   + 1.58032 + (5.0/3.0) * -0.126895 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -47880,8 +54681,8 @@ void rate_He4_Fe56_to_n_Ni59_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe56_to_p_Co59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe56_to_p_Co59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe56 + He4 --> p + Co59
 
@@ -47896,9 +54697,13 @@ void rate_He4_Fe56_to_p_Co59_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  20.2414 + -37.6102 * tfactors.T9i + -38.1208 * tfactors.T913i + 13.9086 * tfactors.T913
                          + -3.45838 * tfactors.T9 + 0.391302 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  37.6102 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -38.1208 * tfactors.T943i + (1.0/3.0) * 13.9086 * tfactors.T923i
                                   + -3.45838 + (5.0/3.0) * 0.391302 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -47912,8 +54717,8 @@ void rate_He4_Fe56_to_p_Co59_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Fe57_to_He4_Cr54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Fe57_to_He4_Cr54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe57 + n --> He4 + Cr54
 
@@ -47928,9 +54733,13 @@ void rate_n_Fe57_to_He4_Cr54_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -6.72376 + 4.48478 * tfactors.T913
                          + 2.88431 * tfactors.T9 + -0.366076 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 4.48478 * tfactors.T923i
                                   + 2.88431 + (5.0/3.0) * -0.366076 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -47944,8 +54753,8 @@ void rate_n_Fe57_to_He4_Cr54_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Fe57_to_n_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Fe57_to_n_Co57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe57 + p --> n + Co57
 
@@ -47960,9 +54769,13 @@ void rate_p_Fe57_to_n_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  14.9333 + -18.7792 * tfactors.T9i + -0.061056 * tfactors.T913
                          + 1.28749 * tfactors.T9 + -0.156423 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  18.7792 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.061056 * tfactors.T923i
                                   + 1.28749 + (5.0/3.0) * -0.156423 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -47976,8 +54789,8 @@ void rate_p_Fe57_to_n_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Fe57_to_He4_Mn54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Fe57_to_He4_Mn54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe57 + p --> He4 + Mn54
 
@@ -47992,9 +54805,13 @@ void rate_p_Fe57_to_He4_Mn54_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -88.432 + -37.1663 * tfactors.T913i + 123.946 * tfactors.T913
                          + -27.2803 * tfactors.T9 + 2.75453 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -37.1663 * tfactors.T943i + (1.0/3.0) * 123.946 * tfactors.T923i
                                   + -27.2803 + (5.0/3.0) * 2.75453 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -48008,8 +54825,8 @@ void rate_p_Fe57_to_He4_Mn54_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe57_to_n_Ni60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe57_to_n_Ni60_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe57 + He4 --> n + Ni60
 
@@ -48024,9 +54841,13 @@ void rate_He4_Fe57_to_n_Ni60_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -62.4146 + -15.7177 * tfactors.T9i + 55.1407 * tfactors.T913
                          + -5.1585 * tfactors.T9 + 0.212248 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  15.7177 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 55.1407 * tfactors.T923i
                                   + -5.1585 + (5.0/3.0) * 0.212248 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -48040,8 +54861,8 @@ void rate_He4_Fe57_to_n_Ni60_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Fe58_to_n_Co58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Fe58_to_n_Co58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe58 + p --> n + Co58
 
@@ -48056,9 +54877,13 @@ void rate_p_Fe58_to_n_Co58_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  21.159 + -35.8567 * tfactors.T9i + -3.2947 * tfactors.T913
                          + 0.833003 * tfactors.T9 + -0.0604538 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  35.8567 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -3.2947 * tfactors.T923i
                                   + 0.833003 + (5.0/3.0) * -0.0604538 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -48072,8 +54897,8 @@ void rate_p_Fe58_to_n_Co58_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Fe58_to_He4_Mn55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Fe58_to_He4_Mn55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe58 + p --> He4 + Mn55
 
@@ -48088,9 +54913,13 @@ void rate_p_Fe58_to_He4_Mn55_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -74.5149 + -37.17 * tfactors.T913i + 110.878 * tfactors.T913
                          + -24.5555 * tfactors.T9 + 2.47003 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -37.17 * tfactors.T943i + (1.0/3.0) * 110.878 * tfactors.T923i
                                   + -24.5555 + (5.0/3.0) * 2.47003 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -48104,8 +54933,8 @@ void rate_p_Fe58_to_He4_Mn55_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Fe58_to_n_Ni61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Fe58_to_n_Ni61_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Fe58 + He4 --> n + Ni61
 
@@ -48120,9 +54949,13 @@ void rate_He4_Fe58_to_n_Ni61_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  10.5941 + -41.5317 * tfactors.T9i + -7.53968 * tfactors.T913
                          + 4.09062 * tfactors.T9 + -0.416412 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  41.5317 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -7.53968 * tfactors.T923i
                                   + 4.09062 + (5.0/3.0) * -0.416412 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -48136,8 +54969,8 @@ void rate_He4_Fe58_to_n_Ni61_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Co53_to_p_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Co53_to_p_Fe53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co53 + n --> p + Fe53
 
@@ -48152,9 +54985,13 @@ void rate_n_Co53_to_p_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  21.5271 + -0.94587 * tfactors.T913
                          + 0.327891 * tfactors.T9 + -0.0355667 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.94587 * tfactors.T923i
                                   + 0.327891 + (5.0/3.0) * -0.0355667 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -48168,8 +55005,8 @@ void rate_n_Co53_to_p_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Co53_to_He4_Mn50_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Co53_to_He4_Mn50_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co53 + n --> He4 + Mn50
 
@@ -48184,9 +55021,13 @@ void rate_n_Co53_to_He4_Mn50_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  7.77398 + 4.96211 * tfactors.T913
                          + -1.17699 * tfactors.T9 + 0.226 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 4.96211 * tfactors.T923i
                                   + -1.17699 + (5.0/3.0) * 0.226 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -48200,8 +55041,8 @@ void rate_n_Co53_to_He4_Mn50_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Co53_to_p_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Co53_to_p_Ni56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co53 + He4 --> p + Ni56
 
@@ -48216,9 +55057,13 @@ void rate_He4_Co53_to_p_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  64.2463 + -94.0605 * tfactors.T913i + -1.48203 * tfactors.T913
                          + -0.476442 * tfactors.T9 + 0.00631587 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -94.0605 * tfactors.T943i + (1.0/3.0) * -1.48203 * tfactors.T923i
                                   + -0.476442 + (5.0/3.0) * 0.00631587 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -48232,8 +55077,8 @@ void rate_He4_Co53_to_p_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Co54_to_p_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Co54_to_p_Fe54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co54 + n --> p + Fe54
 
@@ -48248,9 +55093,13 @@ void rate_n_Co54_to_p_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  21.6932 + -1.41064 * tfactors.T913
                          + 0.417457 * tfactors.T9 + -0.0400596 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.41064 * tfactors.T923i
                                   + 0.417457 + (5.0/3.0) * -0.0400596 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -48264,8 +55113,8 @@ void rate_n_Co54_to_p_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Co54_to_He4_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Co54_to_He4_Mn51_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co54 + n --> He4 + Mn51
 
@@ -48280,9 +55129,13 @@ void rate_n_Co54_to_He4_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  14.2846 + -1.92176 * tfactors.T913
                          + 1.2968 * tfactors.T9 + -0.117145 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.92176 * tfactors.T923i
                                   + 1.2968 + (5.0/3.0) * -0.117145 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -48296,8 +55149,8 @@ void rate_n_Co54_to_He4_Mn51_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Co54_to_n_Cu57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Co54_to_n_Cu57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co54 + He4 --> n + Cu57
 
@@ -48312,9 +55165,13 @@ void rate_He4_Co54_to_n_Cu57_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  10.5817 + -73.6465 * tfactors.T9i + 1.52892 * tfactors.T913
                          + -0.01999 * tfactors.T9 + 0.0715186 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  73.6465 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 1.52892 * tfactors.T923i
                                   + -0.01999 + (5.0/3.0) * 0.0715186 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -48328,8 +55185,8 @@ void rate_He4_Co54_to_n_Cu57_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Co54_to_p_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Co54_to_p_Ni57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co54 + He4 --> p + Ni57
 
@@ -48344,9 +55201,13 @@ void rate_He4_Co54_to_p_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  64.379 + -94.1012 * tfactors.T913i + -1.53121 * tfactors.T913
                          + -0.462669 * tfactors.T9 + 0.00353266 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -94.1012 * tfactors.T943i + (1.0/3.0) * -1.53121 * tfactors.T923i
                                   + -0.462669 + (5.0/3.0) * 0.00353266 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -48360,8 +55221,8 @@ void rate_He4_Co54_to_p_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Co55_to_p_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Co55_to_p_Fe55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co55 + n --> p + Fe55
 
@@ -48376,9 +55237,13 @@ void rate_n_Co55_to_p_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.7398 + -1.62382 * tfactors.T913
                          + 0.58115 * tfactors.T9 + -0.0537057 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.62382 * tfactors.T923i
                                   + 0.58115 + (5.0/3.0) * -0.0537057 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -48392,8 +55257,8 @@ void rate_n_Co55_to_p_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Co55_to_He4_Mn52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Co55_to_He4_Mn52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co55 + n --> He4 + Mn52
 
@@ -48408,9 +55273,13 @@ void rate_n_Co55_to_He4_Mn52_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -12.5469 + 8.15876 * tfactors.T913
                          + 3.05978 * tfactors.T9 + -0.406535 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 8.15876 * tfactors.T923i
                                   + 3.05978 + (5.0/3.0) * -0.406535 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -48424,8 +55293,8 @@ void rate_n_Co55_to_He4_Mn52_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Co55_to_He4_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Co55_to_He4_Fe52_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co55 + p --> He4 + Fe52
 
@@ -48440,9 +55309,13 @@ void rate_p_Co55_to_He4_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  61.4434 + -9.65363 * tfactors.T9i + -91.6819 * tfactors.T913i + -0.329235 * tfactors.T913
                          + -0.780924 * tfactors.T9 + 0.0425179 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  9.65363 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -91.6819 * tfactors.T943i + (1.0/3.0) * -0.329235 * tfactors.T923i
                                   + -0.780924 + (5.0/3.0) * 0.0425179 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -48456,8 +55329,8 @@ void rate_p_Co55_to_He4_Fe52_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Co55_to_n_Cu58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Co55_to_n_Cu58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co55 + He4 --> n + Cu58
 
@@ -48472,9 +55345,13 @@ void rate_He4_Co55_to_n_Cu58_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  9.69034 + -92.9741 * tfactors.T9i + 4.29921 * tfactors.T913
                          + -0.76309 * tfactors.T9 + 0.10257 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  92.9741 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 4.29921 * tfactors.T923i
                                   + -0.76309 + (5.0/3.0) * 0.10257 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -48488,8 +55365,8 @@ void rate_He4_Co55_to_n_Cu58_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Co55_to_p_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Co55_to_p_Ni58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co55 + He4 --> p + Ni58
 
@@ -48504,9 +55381,13 @@ void rate_He4_Co55_to_p_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  60.2281 + -94.1404 * tfactors.T913i + 3.39179 * tfactors.T913
                          + -1.71062 * tfactors.T9 + 0.133003 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -94.1404 * tfactors.T943i + (1.0/3.0) * 3.39179 * tfactors.T923i
                                   + -1.71062 + (5.0/3.0) * 0.133003 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -48520,8 +55401,8 @@ void rate_He4_Co55_to_p_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Co56_to_p_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Co56_to_p_Fe56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co56 + n --> p + Fe56
 
@@ -48536,9 +55417,13 @@ void rate_n_Co56_to_p_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.4539 + -1.13331 * tfactors.T913
                          + 0.347185 * tfactors.T9 + -0.0328879 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.13331 * tfactors.T923i
                                   + 0.347185 + (5.0/3.0) * -0.0328879 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -48552,8 +55437,8 @@ void rate_n_Co56_to_p_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Co56_to_He4_Mn53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Co56_to_He4_Mn53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co56 + n --> He4 + Mn53
 
@@ -48568,9 +55453,13 @@ void rate_n_Co56_to_He4_Mn53_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  12.5672 + -2.81854 * tfactors.T913
                          + 1.84188 * tfactors.T9 + -0.164509 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -2.81854 * tfactors.T923i
                                   + 1.84188 + (5.0/3.0) * -0.164509 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -48584,8 +55473,8 @@ void rate_n_Co56_to_He4_Mn53_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Co56_to_n_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Co56_to_n_Ni56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co56 + p --> n + Ni56
 
@@ -48600,9 +55489,13 @@ void rate_p_Co56_to_n_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  13.3721 + -33.8622 * tfactors.T9i + 1.76846 * tfactors.T913
                          + 0.197992 * tfactors.T9 + -0.017494 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  33.8622 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 1.76846 * tfactors.T923i
                                   + 0.197992 + (5.0/3.0) * -0.017494 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -48616,8 +55509,8 @@ void rate_p_Co56_to_n_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Co56_to_He4_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Co56_to_He4_Fe53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co56 + p --> He4 + Fe53
 
@@ -48632,9 +55525,13 @@ void rate_p_Co56_to_He4_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  56.0473 + -2.66873 * tfactors.T9i + -91.7231 * tfactors.T913i + 10.052 * tfactors.T913
                          + -3.86332 * tfactors.T9 + 0.391105 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.66873 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -91.7231 * tfactors.T943i + (1.0/3.0) * 10.052 * tfactors.T923i
                                   + -3.86332 + (5.0/3.0) * 0.391105 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -48648,8 +55545,8 @@ void rate_p_Co56_to_He4_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Co56_to_n_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Co56_to_n_Cu59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co56 + He4 --> n + Cu59
 
@@ -48664,9 +55561,13 @@ void rate_He4_Co56_to_n_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  8.89185 + -61.8349 * tfactors.T9i + -1.00882 * tfactors.T913
                          + 1.88993 * tfactors.T9 + -0.202319 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  61.8349 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.00882 * tfactors.T923i
                                   + 1.88993 + (5.0/3.0) * -0.202319 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -48680,8 +55581,8 @@ void rate_He4_Co56_to_n_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Co56_to_p_Ni59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Co56_to_p_Ni59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co56 + He4 --> p + Ni59
 
@@ -48696,9 +55597,13 @@ void rate_He4_Co56_to_p_Ni59_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  49.7325 + -94.1784 * tfactors.T913i + 17.5303 * tfactors.T913
                          + -5.78946 * tfactors.T9 + 0.587654 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -94.1784 * tfactors.T943i + (1.0/3.0) * 17.5303 * tfactors.T923i
                                   + -5.78946 + (5.0/3.0) * 0.587654 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -48712,8 +55617,8 @@ void rate_He4_Co56_to_p_Ni59_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Co57_to_p_Fe57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Co57_to_p_Fe57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co57 + n --> p + Fe57
 
@@ -48728,9 +55633,13 @@ void rate_n_Co57_to_p_Fe57_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  13.547 + -0.061056 * tfactors.T913
                          + 1.28749 * tfactors.T9 + -0.156423 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.061056 * tfactors.T923i
                                   + 1.28749 + (5.0/3.0) * -0.156423 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -48744,8 +55653,8 @@ void rate_n_Co57_to_p_Fe57_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Co57_to_He4_Mn54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Co57_to_He4_Mn54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co57 + n --> He4 + Mn54
 
@@ -48760,9 +55669,13 @@ void rate_n_Co57_to_He4_Mn54_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -30.5739 + 26.4125 * tfactors.T913
                          + -0.137701 * tfactors.T9 + -0.184911 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 26.4125 * tfactors.T923i
                                   + -0.137701 + (5.0/3.0) * -0.184911 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -48776,8 +55689,8 @@ void rate_n_Co57_to_He4_Mn54_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Co57_to_n_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Co57_to_n_Ni57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co57 + p --> n + Ni57
 
@@ -48792,9 +55705,13 @@ void rate_p_Co57_to_n_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  19.3008 + -46.9353 * tfactors.T9i + -1.13177 * tfactors.T913
                          + 0.56875 * tfactors.T9 + -0.0579913 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  46.9353 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.13177 * tfactors.T923i
                                   + 0.56875 + (5.0/3.0) * -0.0579913 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -48808,8 +55725,8 @@ void rate_p_Co57_to_n_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Co57_to_He4_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Co57_to_He4_Fe54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co57 + p --> He4 + Fe54
 
@@ -48824,9 +55741,13 @@ void rate_p_Co57_to_He4_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -2.1962 + -38.1133 * tfactors.T913i + 29.3541 * tfactors.T913
                          + -4.75966 * tfactors.T9 + 0.40418 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -38.1133 * tfactors.T943i + (1.0/3.0) * 29.3541 * tfactors.T923i
                                   + -4.75966 + (5.0/3.0) * 0.40418 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -48840,8 +55761,8 @@ void rate_p_Co57_to_He4_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Co57_to_n_Cu60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Co57_to_n_Cu60_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co57 + He4 --> n + Cu60
 
@@ -48856,9 +55777,13 @@ void rate_He4_Co57_to_n_Cu60_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  11.0625 + -77.1294 * tfactors.T9i + 2.72669 * tfactors.T913
                          + -0.141713 * tfactors.T9 + 0.025172 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  77.1294 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 2.72669 * tfactors.T923i
                                   + -0.141713 + (5.0/3.0) * 0.025172 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -48872,8 +55797,8 @@ void rate_He4_Co57_to_n_Cu60_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Co57_to_p_Ni60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Co57_to_p_Ni60_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co57 + He4 --> p + Ni60
 
@@ -48888,9 +55813,13 @@ void rate_He4_Co57_to_p_Ni60_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  49.6113 + -94.2152 * tfactors.T913i + 16.1097 * tfactors.T913
                          + -4.84624 * tfactors.T9 + 0.441487 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -94.2152 * tfactors.T943i + (1.0/3.0) * 16.1097 * tfactors.T923i
                                   + -4.84624 + (5.0/3.0) * 0.441487 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -48904,8 +55833,8 @@ void rate_He4_Co57_to_p_Ni60_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Co58_to_p_Fe58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Co58_to_p_Fe58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co58 + n --> p + Fe58
 
@@ -48920,9 +55849,13 @@ void rate_n_Co58_to_p_Fe58_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  19.5496 + -3.2947 * tfactors.T913
                          + 0.833003 * tfactors.T9 + -0.0604538 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -3.2947 * tfactors.T923i
                                   + 0.833003 + (5.0/3.0) * -0.0604538 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -48936,8 +55869,8 @@ void rate_n_Co58_to_p_Fe58_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Co58_to_He4_Mn55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Co58_to_He4_Mn55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co58 + n --> He4 + Mn55
 
@@ -48952,9 +55885,13 @@ void rate_n_Co58_to_He4_Mn55_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  10.635 + -5.4323 * tfactors.T913
                          + 3.33275 * tfactors.T9 + -0.339917 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -5.4323 * tfactors.T923i
                                   + 3.33275 + (5.0/3.0) * -0.339917 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -48968,8 +55905,8 @@ void rate_n_Co58_to_He4_Mn55_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Co58_to_n_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Co58_to_n_Ni58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co58 + p --> n + Ni58
 
@@ -48984,9 +55921,13 @@ void rate_p_Co58_to_n_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -27.5032 + -4.64783 * tfactors.T9i + 34.6301 * tfactors.T913
                          + -3.77385 * tfactors.T9 + 0.190506 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.64783 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 34.6301 * tfactors.T923i
                                   + -3.77385 + (5.0/3.0) * 0.190506 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -49000,8 +55941,8 @@ void rate_p_Co58_to_n_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Co58_to_He4_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Co58_to_He4_Fe55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co58 + p --> He4 + Fe55
 
@@ -49016,9 +55957,13 @@ void rate_p_Co58_to_He4_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  15.1012 + -38.1171 * tfactors.T913i + 13.2187 * tfactors.T913
                          + -1.74746 * tfactors.T9 + 0.142513 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -38.1171 * tfactors.T943i + (1.0/3.0) * 13.2187 * tfactors.T923i
                                   + -1.74746 + (5.0/3.0) * 0.142513 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -49032,8 +55977,8 @@ void rate_p_Co58_to_He4_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Co58_to_n_Cu61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Co58_to_n_Cu61_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co58 + He4 --> n + Cu61
 
@@ -49048,9 +55993,13 @@ void rate_He4_Co58_to_n_Cu61_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  1.34095 + -40.7159 * tfactors.T9i + 1.07449 * tfactors.T913
                          + 3.05815 * tfactors.T9 + -0.386686 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  40.7159 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 1.07449 * tfactors.T923i
                                   + 3.05815 + (5.0/3.0) * -0.386686 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -49064,8 +56013,8 @@ void rate_He4_Co58_to_n_Cu61_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Co58_to_p_Ni61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Co58_to_p_Ni61_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co58 + He4 --> p + Ni61
 
@@ -49080,9 +56029,13 @@ void rate_He4_Co58_to_p_Ni61_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -75.9084 + -5.67496 * tfactors.T9i + -39.0635 * tfactors.T913i + 109.727 * tfactors.T913
                          + -23.3971 * tfactors.T9 + 2.29485 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.67496 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.0635 * tfactors.T943i + (1.0/3.0) * 109.727 * tfactors.T923i
                                   + -23.3971 + (5.0/3.0) * 2.29485 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -49096,8 +56049,8 @@ void rate_He4_Co58_to_p_Ni61_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Co59_to_n_Ni59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Co59_to_n_Ni59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co59 + p --> n + Ni59
 
@@ -49112,9 +56065,13 @@ void rate_p_Co59_to_n_Ni59_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  11.9735 + -21.5276 * tfactors.T9i + 2.48878 * tfactors.T913
                          + 0.158023 * tfactors.T9 + -0.0135864 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  21.5276 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 2.48878 * tfactors.T923i
                                   + 0.158023 + (5.0/3.0) * -0.0135864 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -49128,8 +56085,8 @@ void rate_p_Co59_to_n_Ni59_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Co59_to_He4_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Co59_to_He4_Fe56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co59 + p --> He4 + Fe56
 
@@ -49144,9 +56101,13 @@ void rate_p_Co59_to_He4_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  19.47 + -38.1208 * tfactors.T913i + 13.9086 * tfactors.T913
                          + -3.45838 * tfactors.T9 + 0.391302 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -38.1208 * tfactors.T943i + (1.0/3.0) * 13.9086 * tfactors.T923i
                                   + -3.45838 + (5.0/3.0) * 0.391302 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -49160,8 +56121,8 @@ void rate_p_Co59_to_He4_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Co59_to_n_Cu62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Co59_to_n_Cu62_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co59 + He4 --> n + Cu62
 
@@ -49176,9 +56137,13 @@ void rate_He4_Co59_to_n_Cu62_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  9.13317 + -58.9158 * tfactors.T9i + 0.965159 * tfactors.T913
                          + 0.563053 * tfactors.T9 + -0.0358157 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  58.9158 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 0.965159 * tfactors.T923i
                                   + 0.563053 + (5.0/3.0) * -0.0358157 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -49192,8 +56157,8 @@ void rate_He4_Co59_to_n_Cu62_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Co59_to_p_Ni62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Co59_to_p_Ni62_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Co59 + He4 --> p + Ni62
 
@@ -49208,9 +56173,13 @@ void rate_He4_Co59_to_p_Ni62_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -93.0347 + -4.01946 * tfactors.T9i + -39.0669 * tfactors.T913i + 126.723 * tfactors.T913
                          + -27.3047 * tfactors.T9 + 2.67436 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.01946 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.0669 * tfactors.T943i + (1.0/3.0) * 126.723 * tfactors.T923i
                                   + -27.3047 + (5.0/3.0) * 2.67436 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -49224,8 +56193,8 @@ void rate_He4_Co59_to_p_Ni62_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ni56_to_p_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ni56_to_p_Co56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni56 + n --> p + Co56
 
@@ -49240,9 +56209,13 @@ void rate_n_Ni56_to_p_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  15.5693 + 1.76846 * tfactors.T913
                          + 0.197992 * tfactors.T9 + -0.017494 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 1.76846 * tfactors.T923i
                                   + 0.197992 + (5.0/3.0) * -0.017494 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -49256,8 +56229,8 @@ void rate_n_Ni56_to_p_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ni56_to_He4_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ni56_to_He4_Fe53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni56 + n --> He4 + Fe53
 
@@ -49272,9 +56245,13 @@ void rate_n_Ni56_to_He4_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -7.84393 + 6.43259 * tfactors.T913
                          + 2.29591 * tfactors.T9 + -0.254724 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 6.43259 * tfactors.T923i
                                   + 2.29591 + (5.0/3.0) * -0.254724 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -49288,8 +56265,8 @@ void rate_n_Ni56_to_He4_Fe53_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ni56_to_He4_Co53_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ni56_to_He4_Co53_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni56 + p --> He4 + Co53
 
@@ -49304,9 +56281,13 @@ void rate_p_Ni56_to_He4_Co53_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  67.6294 + -74.2085 * tfactors.T9i + -94.0605 * tfactors.T913i + -1.48203 * tfactors.T913
                          + -0.476442 * tfactors.T9 + 0.00631587 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  74.2085 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -94.0605 * tfactors.T943i + (1.0/3.0) * -1.48203 * tfactors.T923i
                                   + -0.476442 + (5.0/3.0) * 0.00631587 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -49320,8 +56301,8 @@ void rate_p_Ni56_to_He4_Co53_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ni56_to_n_Zn59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ni56_to_n_Zn59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni56 + He4 --> n + Zn59
 
@@ -49336,9 +56317,13 @@ void rate_He4_Ni56_to_n_Zn59_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  13.1566 + -142.615 * tfactors.T9i + 4.01795 * tfactors.T913
                          + -1.00571 * tfactors.T9 + 0.129548 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  142.615 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 4.01795 * tfactors.T923i
                                   + -1.00571 + (5.0/3.0) * 0.129548 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -49352,8 +56337,8 @@ void rate_He4_Ni56_to_n_Zn59_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ni56_to_p_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ni56_to_p_Cu59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni56 + He4 --> p + Cu59
 
@@ -49368,9 +56353,13 @@ void rate_He4_Ni56_to_p_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  20.8471 + -27.9728 * tfactors.T9i + -39.9808 * tfactors.T913i + 13.6773 * tfactors.T913
                          + -3.76429 * tfactors.T9 + 0.438096 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  27.9728 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.9808 * tfactors.T943i + (1.0/3.0) * 13.6773 * tfactors.T923i
                                   + -3.76429 + (5.0/3.0) * 0.438096 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -49384,8 +56373,8 @@ void rate_He4_Ni56_to_p_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ni57_to_p_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ni57_to_p_Co57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni57 + n --> p + Co57
 
@@ -49400,9 +56389,13 @@ void rate_n_Ni57_to_p_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  19.9939 + -1.13177 * tfactors.T913
                          + 0.56875 * tfactors.T9 + -0.0579913 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.13177 * tfactors.T923i
                                   + 0.56875 + (5.0/3.0) * -0.0579913 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -49416,8 +56409,8 @@ void rate_n_Ni57_to_p_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ni57_to_He4_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ni57_to_He4_Fe54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni57 + n --> He4 + Fe54
 
@@ -49432,9 +56425,13 @@ void rate_n_Ni57_to_He4_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  14.5327 + 0.48562 * tfactors.T913
                          + -0.0249302 * tfactors.T9 + 0.0509605 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 0.48562 * tfactors.T923i
                                   + -0.0249302 + (5.0/3.0) * 0.0509605 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -49448,8 +56445,8 @@ void rate_n_Ni57_to_He4_Fe54_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ni57_to_n_Cu57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ni57_to_n_Cu57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni57 + p --> n + Cu57
 
@@ -49464,9 +56461,13 @@ void rate_p_Ni57_to_n_Cu57_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  21.0221 + -110.878 * tfactors.T9i + -0.57954 * tfactors.T913
                          + 0.250954 * tfactors.T9 + -0.0264877 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  110.878 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.57954 * tfactors.T923i
                                   + 0.250954 + (5.0/3.0) * -0.0264877 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -49480,8 +56481,8 @@ void rate_p_Ni57_to_n_Cu57_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ni57_to_He4_Co54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ni57_to_He4_Co54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni57 + p --> He4 + Co54
 
@@ -49496,9 +56497,13 @@ void rate_p_Ni57_to_He4_Co54_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  64.2979 + -37.2315 * tfactors.T9i + -94.1012 * tfactors.T913i + -1.53121 * tfactors.T913
                          + -0.462669 * tfactors.T9 + 0.00353266 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  37.2315 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -94.1012 * tfactors.T943i + (1.0/3.0) * -1.53121 * tfactors.T923i
                                   + -0.462669 + (5.0/3.0) * 0.00353266 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -49512,8 +56517,8 @@ void rate_p_Ni57_to_He4_Co54_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ni57_to_n_Zn60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ni57_to_n_Zn60_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni57 + He4 --> n + Zn60
 
@@ -49528,9 +56533,13 @@ void rate_He4_Ni57_to_n_Zn60_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  9.72845 + -87.5049 * tfactors.T9i + 5.43552 * tfactors.T913
                          + -1.25169 * tfactors.T9 + 0.148383 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  87.5049 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 5.43552 * tfactors.T923i
                                   + -1.25169 + (5.0/3.0) * 0.148383 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -49544,8 +56553,8 @@ void rate_He4_Ni57_to_n_Zn60_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ni57_to_p_Cu60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ni57_to_p_Cu60_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni57 + He4 --> p + Cu60
 
@@ -49560,9 +56569,13 @@ void rate_He4_Ni57_to_p_Cu60_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  12.6894 + -30.1941 * tfactors.T9i + -39.9846 * tfactors.T913i + 20.3348 * tfactors.T913
                          + -4.47882 * tfactors.T9 + 0.442893 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  30.1941 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.9846 * tfactors.T943i + (1.0/3.0) * 20.3348 * tfactors.T923i
                                   + -4.47882 + (5.0/3.0) * 0.442893 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -49576,8 +56589,8 @@ void rate_He4_Ni57_to_p_Cu60_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ni58_to_p_Co58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ni58_to_p_Co58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni58 + n --> p + Co58
 
@@ -49592,9 +56605,13 @@ void rate_n_Ni58_to_p_Co58_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -25.8938 + 34.6301 * tfactors.T913
                          + -3.77385 * tfactors.T9 + 0.190506 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 34.6301 * tfactors.T923i
                                   + -3.77385 + (5.0/3.0) * 0.190506 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -49608,8 +56625,8 @@ void rate_n_Ni58_to_p_Co58_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ni58_to_He4_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ni58_to_He4_Fe55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni58 + n --> He4 + Fe55
 
@@ -49624,9 +56641,13 @@ void rate_n_Ni58_to_He4_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -2.03901 + 3.44996 * tfactors.T913
                          + 2.98226 * tfactors.T9 + -0.387699 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 3.44996 * tfactors.T923i
                                   + 2.98226 + (5.0/3.0) * -0.387699 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -49640,8 +56661,8 @@ void rate_n_Ni58_to_He4_Fe55_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ni58_to_n_Cu58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ni58_to_n_Cu58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni58 + p --> n + Cu58
 
@@ -49656,9 +56677,13 @@ void rate_p_Ni58_to_n_Cu58_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  21.9037 + -108.479 * tfactors.T9i + -0.603447 * tfactors.T913
                          + 0.300346 * tfactors.T9 + -0.0361808 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  108.479 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.603447 * tfactors.T923i
                                   + 0.300346 + (5.0/3.0) * -0.0361808 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -49672,8 +56697,8 @@ void rate_p_Ni58_to_n_Cu58_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ni58_to_He4_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ni58_to_He4_Co55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni58 + p --> He4 + Co55
 
@@ -49688,9 +56713,13 @@ void rate_p_Ni58_to_He4_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  63.6142 + -15.5045 * tfactors.T9i + -94.1404 * tfactors.T913i + 3.39179 * tfactors.T913
                          + -1.71062 * tfactors.T9 + 0.133003 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  15.5045 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -94.1404 * tfactors.T943i + (1.0/3.0) * 3.39179 * tfactors.T923i
                                   + -1.71062 + (5.0/3.0) * 0.133003 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -49704,8 +56733,8 @@ void rate_p_Ni58_to_He4_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ni58_to_n_Zn61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ni58_to_n_Zn61_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni58 + He4 --> n + Zn61
 
@@ -49720,9 +56749,13 @@ void rate_He4_Ni58_to_n_Zn61_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  15.06 + -110.575 * tfactors.T9i + 2.9413 * tfactors.T913
                          + -0.542181 * tfactors.T9 + 0.0584262 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  110.575 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 2.9413 * tfactors.T923i
                                   + -0.542181 + (5.0/3.0) * 0.0584262 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -49736,8 +56769,8 @@ void rate_He4_Ni58_to_n_Zn61_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ni58_to_p_Cu61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ni58_to_p_Cu61_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni58 + He4 --> p + Cu61
 
@@ -49752,9 +56785,13 @@ void rate_He4_Ni58_to_p_Cu61_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  21.4671 + -36.0681 * tfactors.T9i + -39.9882 * tfactors.T913i + 13.3129 * tfactors.T913
                          + -2.90092 * tfactors.T9 + 0.277699 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  36.0681 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.9882 * tfactors.T943i + (1.0/3.0) * 13.3129 * tfactors.T923i
                                   + -2.90092 + (5.0/3.0) * 0.277699 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -49768,8 +56805,8 @@ void rate_He4_Ni58_to_p_Cu61_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ni59_to_p_Co59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ni59_to_p_Co59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni59 + n --> p + Co59
 
@@ -49784,9 +56821,13 @@ void rate_n_Ni59_to_p_Co59_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  12.6666 + 2.48878 * tfactors.T913
                          + 0.158023 * tfactors.T9 + -0.0135864 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 2.48878 * tfactors.T923i
                                   + 0.158023 + (5.0/3.0) * -0.0135864 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -49800,8 +56841,8 @@ void rate_n_Ni59_to_p_Co59_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ni59_to_He4_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ni59_to_He4_Fe56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni59 + n --> He4 + Fe56
 
@@ -49816,9 +56857,13 @@ void rate_n_Ni59_to_He4_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  16.4083 + -4.21617 * tfactors.T913
                          + 1.58032 * tfactors.T9 + -0.126895 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -4.21617 * tfactors.T923i
                                   + 1.58032 + (5.0/3.0) * -0.126895 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -49832,8 +56877,8 @@ void rate_n_Ni59_to_He4_Fe56_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ni59_to_n_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ni59_to_n_Cu59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni59 + p --> n + Cu59
 
@@ -49848,9 +56893,13 @@ void rate_p_Ni59_to_n_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.6885 + -64.762 * tfactors.T9i + -0.680585 * tfactors.T913
                          + 0.344111 * tfactors.T9 + -0.0446623 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  64.762 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.680585 * tfactors.T923i
                                   + 0.344111 + (5.0/3.0) * -0.0446623 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -49864,8 +56913,8 @@ void rate_p_Ni59_to_n_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ni59_to_He4_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ni59_to_He4_Co56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni59 + p --> He4 + Co56
 
@@ -49880,9 +56929,13 @@ void rate_p_Ni59_to_He4_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  51.8514 + -2.92715 * tfactors.T9i + -94.1784 * tfactors.T913i + 17.5303 * tfactors.T913
                          + -5.78946 * tfactors.T9 + 0.587654 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.92715 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -94.1784 * tfactors.T943i + (1.0/3.0) * 17.5303 * tfactors.T923i
                                   + -5.78946 + (5.0/3.0) * 0.587654 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -49896,8 +56949,8 @@ void rate_p_Ni59_to_He4_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ni59_to_n_Zn62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ni59_to_n_Zn62_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni59 + He4 --> n + Zn62
 
@@ -49912,9 +56965,13 @@ void rate_He4_Ni59_to_n_Zn62_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  12.7055 + -65.3405 * tfactors.T9i + -0.824101 * tfactors.T913
                          + 0.913843 * tfactors.T9 + -0.084157 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  65.3405 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.824101 * tfactors.T923i
                                   + 0.913843 + (5.0/3.0) * -0.084157 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -49928,8 +56985,8 @@ void rate_He4_Ni59_to_n_Zn62_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ni59_to_p_Cu62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ni59_to_p_Cu62_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni59 + He4 --> p + Cu62
 
@@ -49944,9 +57001,13 @@ void rate_He4_Ni59_to_p_Cu62_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  18.4545 + -37.3882 * tfactors.T9i + -39.9917 * tfactors.T913i + 15.2078 * tfactors.T913
                          + -3.13691 * tfactors.T9 + 0.278116 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  37.3882 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.9917 * tfactors.T943i + (1.0/3.0) * 15.2078 * tfactors.T923i
                                   + -3.13691 + (5.0/3.0) * 0.278116 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -49960,8 +57021,8 @@ void rate_He4_Ni59_to_p_Cu62_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ni60_to_He4_Fe57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ni60_to_He4_Fe57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni60 + n --> He4 + Fe57
 
@@ -49976,9 +57037,13 @@ void rate_n_Ni60_to_He4_Fe57_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -60.4121 + 55.1407 * tfactors.T913
                          + -5.1585 * tfactors.T9 + 0.212248 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 55.1407 * tfactors.T923i
                                   + -5.1585 + (5.0/3.0) * 0.212248 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -49992,8 +57057,8 @@ void rate_n_Ni60_to_He4_Fe57_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ni60_to_n_Cu60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ni60_to_n_Cu60_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni60 + p --> n + Cu60
 
@@ -50008,9 +57073,13 @@ void rate_p_Ni60_to_n_Cu60_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  22.2617 + -80.1909 * tfactors.T9i + -0.671684 * tfactors.T913
                          + 0.215296 * tfactors.T9 + -0.0251141 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  80.1909 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.671684 * tfactors.T923i
                                   + 0.215296 + (5.0/3.0) * -0.0251141 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -50024,8 +57093,8 @@ void rate_p_Ni60_to_n_Cu60_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ni60_to_He4_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ni60_to_He4_Co57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni60 + p --> He4 + Co57
 
@@ -50040,9 +57109,13 @@ void rate_p_Ni60_to_He4_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  53.0001 + -3.0615 * tfactors.T9i + -94.2152 * tfactors.T913i + 16.1097 * tfactors.T913
                          + -4.84624 * tfactors.T9 + 0.441487 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.0615 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -94.2152 * tfactors.T943i + (1.0/3.0) * 16.1097 * tfactors.T923i
                                   + -4.84624 + (5.0/3.0) * 0.441487 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -50056,8 +57129,8 @@ void rate_p_Ni60_to_He4_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ni60_to_n_Zn63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ni60_to_n_Zn63_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni60 + He4 --> n + Zn63
 
@@ -50072,9 +57145,13 @@ void rate_He4_Ni60_to_n_Zn63_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  16.4158 + -91.7388 * tfactors.T9i + 1.29216 * tfactors.T913
                          + -0.174127 * tfactors.T9 + 0.0226404 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  91.7388 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 1.29216 * tfactors.T923i
                                   + -0.174127 + (5.0/3.0) * 0.0226404 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -50088,8 +57165,8 @@ void rate_He4_Ni60_to_n_Zn63_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ni60_to_p_Cu63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ni60_to_p_Cu63_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni60 + He4 --> p + Cu63
 
@@ -50104,9 +57181,13 @@ void rate_He4_Ni60_to_p_Cu63_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  25.9226 + -43.5935 * tfactors.T9i + -39.995 * tfactors.T913i + 9.96871 * tfactors.T913
                          + -2.08607 * tfactors.T9 + 0.166693 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  43.5935 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.995 * tfactors.T943i + (1.0/3.0) * 9.96871 * tfactors.T923i
                                   + -2.08607 + (5.0/3.0) * 0.166693 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -50120,8 +57201,8 @@ void rate_He4_Ni60_to_p_Cu63_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ni61_to_He4_Fe58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ni61_to_He4_Fe58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni61 + n --> He4 + Fe58
 
@@ -50136,9 +57217,13 @@ void rate_n_Ni61_to_He4_Fe58_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  10.5185 + -7.53968 * tfactors.T913
                          + 4.09062 * tfactors.T9 + -0.416412 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -7.53968 * tfactors.T923i
                                   + 4.09062 + (5.0/3.0) * -0.416412 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -50152,8 +57237,8 @@ void rate_n_Ni61_to_He4_Fe58_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ni61_to_n_Cu61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ni61_to_n_Cu61_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni61 + p --> n + Cu61
 
@@ -50168,9 +57253,13 @@ void rate_p_Ni61_to_n_Cu61_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.1763 + -35.0409 * tfactors.T9i + -1.69187 * tfactors.T913
                          + 0.784543 * tfactors.T9 + -0.100904 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  35.0409 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.69187 * tfactors.T923i
                                   + 0.784543 + (5.0/3.0) * -0.100904 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -50184,8 +57273,8 @@ void rate_p_Ni61_to_n_Cu61_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ni61_to_He4_Co58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ni61_to_He4_Co58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni61 + p --> He4 + Co58
 
@@ -50200,9 +57289,13 @@ void rate_p_Ni61_to_He4_Co58_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -74.3746 + -39.0635 * tfactors.T913i + 109.727 * tfactors.T913
                          + -23.3971 * tfactors.T9 + 2.29485 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.0635 * tfactors.T943i + (1.0/3.0) * 109.727 * tfactors.T923i
                                   + -23.3971 + (5.0/3.0) * 2.29485 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -50216,8 +57309,8 @@ void rate_p_Ni61_to_He4_Co58_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ni61_to_n_Zn64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ni61_to_n_Zn64_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni61 + He4 --> n + Zn64
 
@@ -50232,9 +57325,13 @@ void rate_He4_Ni61_to_n_Zn64_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  4.60741 + -44.8367 * tfactors.T9i + -0.988345 * tfactors.T913
                          + 3.05973 * tfactors.T9 + -0.380848 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  44.8367 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.988345 * tfactors.T923i
                                   + 3.05973 + (5.0/3.0) * -0.380848 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -50248,8 +57345,8 @@ void rate_He4_Ni61_to_n_Zn64_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ni61_to_p_Cu64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ni61_to_p_Cu64_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni61 + He4 --> p + Cu64
 
@@ -50264,9 +57361,13 @@ void rate_He4_Ni61_to_p_Cu64_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  25.1786 + -42.4806 * tfactors.T9i + -39.9983 * tfactors.T913i + 5.14164 * tfactors.T913
                          + 0.0632313 * tfactors.T9 + -0.0939329 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  42.4806 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -39.9983 * tfactors.T943i + (1.0/3.0) * 5.14164 * tfactors.T923i
                                   + 0.0632313 + (5.0/3.0) * -0.0939329 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -50280,8 +57381,8 @@ void rate_He4_Ni61_to_p_Cu64_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ni62_to_n_Cu62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ni62_to_n_Cu62_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni62 + p --> n + Cu62
 
@@ -50296,9 +57397,13 @@ void rate_p_Ni62_to_n_Cu62_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  22.2147 + -54.8962 * tfactors.T9i + -2.13932 * tfactors.T913
                          + 0.412918 * tfactors.T9 + -0.0409549 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  54.8962 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -2.13932 * tfactors.T923i
                                   + 0.412918 + (5.0/3.0) * -0.0409549 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -50312,8 +57417,8 @@ void rate_p_Ni62_to_n_Cu62_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ni62_to_He4_Co59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ni62_to_He4_Co59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni62 + p --> He4 + Co59
 
@@ -50328,9 +57433,13 @@ void rate_p_Ni62_to_He4_Co59_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -89.6434 + -39.0669 * tfactors.T913i + 126.723 * tfactors.T913
                          + -27.3047 * tfactors.T9 + 2.67436 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.0669 * tfactors.T943i + (1.0/3.0) * 126.723 * tfactors.T923i
                                   + -27.3047 + (5.0/3.0) * 2.67436 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -50344,8 +57453,8 @@ void rate_p_Ni62_to_He4_Co59_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ni62_to_n_Zn65_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ni62_to_n_Zn65_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni62 + He4 --> n + Zn65
 
@@ -50360,9 +57469,13 @@ void rate_He4_Ni62_to_n_Zn65_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  17.1063 + -75.2076 * tfactors.T9i + -1.0424 * tfactors.T913
                          + 0.355927 * tfactors.T9 + -0.0148374 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  75.2076 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.0424 * tfactors.T923i
                                   + 0.355927 + (5.0/3.0) * -0.0148374 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -50376,8 +57489,8 @@ void rate_He4_Ni62_to_n_Zn65_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ni62_to_p_Cu65_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ni62_to_p_Cu65_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni62 + He4 --> p + Cu65
 
@@ -50392,9 +57505,13 @@ void rate_He4_Ni62_to_p_Cu65_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  28.6732 + -50.4388 * tfactors.T9i + -40.0015 * tfactors.T913i + 9.18742 * tfactors.T913
                          + -2.93395 * tfactors.T9 + 0.309787 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  50.4388 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -40.0015 * tfactors.T943i + (1.0/3.0) * 9.18742 * tfactors.T923i
                                   + -2.93395 + (5.0/3.0) * 0.309787 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -50408,8 +57525,8 @@ void rate_He4_Ni62_to_p_Cu65_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ni63_to_n_Cu63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ni63_to_n_Cu63_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni63 + p --> n + Cu63
 
@@ -50424,9 +57541,13 @@ void rate_p_Ni63_to_n_Cu63_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -11.1451 + -8.30152 * tfactors.T9i + 21.0235 * tfactors.T913
                          + -1.85553 * tfactors.T9 + 0.0587378 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  8.30152 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 21.0235 * tfactors.T923i
                                   + -1.85553 + (5.0/3.0) * 0.0587378 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -50440,8 +57561,8 @@ void rate_p_Ni63_to_n_Cu63_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Ni63_to_n_Zn66_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Ni63_to_n_Zn66_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni63 + He4 --> n + Zn66
 
@@ -50456,9 +57577,13 @@ void rate_He4_Ni63_to_n_Zn66_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -30.2433 + -26.2207 * tfactors.T9i + 25.0757 * tfactors.T913
                          + 0.0590561 * tfactors.T9 + -0.21357 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  26.2207 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 25.0757 * tfactors.T923i
                                   + 0.0590561 + (5.0/3.0) * -0.21357 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -50472,8 +57597,8 @@ void rate_He4_Ni63_to_n_Zn66_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ni64_to_n_Cu64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ni64_to_n_Cu64_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ni64 + p --> n + Cu64
 
@@ -50488,9 +57613,13 @@ void rate_p_Ni64_to_n_Cu64_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  19.6809 + -28.5167 * tfactors.T9i + -2.37283 * tfactors.T913
                          + 0.155682 * tfactors.T9 + 0.0314201 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  28.5167 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -2.37283 * tfactors.T923i
                                   + 0.155682 + (5.0/3.0) * 0.0314201 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -50504,8 +57633,8 @@ void rate_p_Ni64_to_n_Cu64_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cu57_to_p_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cu57_to_p_Ni57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu57 + n --> p + Ni57
 
@@ -50520,9 +57649,13 @@ void rate_n_Cu57_to_p_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  21.0221 + -0.57954 * tfactors.T913
                          + 0.250954 * tfactors.T9 + -0.0264877 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.57954 * tfactors.T923i
                                   + 0.250954 + (5.0/3.0) * -0.0264877 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -50536,8 +57669,8 @@ void rate_n_Cu57_to_p_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cu57_to_He4_Co54_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cu57_to_He4_Co54_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu57 + n --> He4 + Co54
 
@@ -50552,9 +57685,13 @@ void rate_n_Cu57_to_He4_Co54_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  10.5006 + 1.52892 * tfactors.T913
                          + -0.01999 * tfactors.T9 + 0.0715186 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 1.52892 * tfactors.T923i
                                   + -0.01999 + (5.0/3.0) * 0.0715186 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -50568,8 +57705,8 @@ void rate_n_Cu57_to_He4_Co54_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cu57_to_p_Zn60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cu57_to_p_Zn60_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu57 + He4 --> p + Zn60
 
@@ -50584,9 +57721,13 @@ void rate_He4_Cu57_to_p_Zn60_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  65.3414 + -98.8126 * tfactors.T913i + -0.580624 * tfactors.T913
                          + -0.793165 * tfactors.T9 + 0.0435934 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -98.8126 * tfactors.T943i + (1.0/3.0) * -0.580624 * tfactors.T923i
                                   + -0.793165 + (5.0/3.0) * 0.0435934 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -50600,8 +57741,8 @@ void rate_He4_Cu57_to_p_Zn60_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cu58_to_p_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cu58_to_p_Ni58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu58 + n --> p + Ni58
 
@@ -50616,9 +57757,13 @@ void rate_n_Cu58_to_p_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.8051 + -0.603447 * tfactors.T913
                          + 0.300346 * tfactors.T9 + -0.0361808 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.603447 * tfactors.T923i
                                   + 0.300346 + (5.0/3.0) * -0.0361808 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -50632,8 +57777,8 @@ void rate_n_Cu58_to_p_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cu58_to_He4_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cu58_to_He4_Co55_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu58 + n --> He4 + Co55
 
@@ -50648,9 +57793,13 @@ void rate_n_Cu58_to_He4_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  11.9778 + 4.29921 * tfactors.T913
                          + -0.76309 * tfactors.T9 + 0.10257 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 4.29921 * tfactors.T923i
                                   + -0.76309 + (5.0/3.0) * 0.10257 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -50664,8 +57813,8 @@ void rate_n_Cu58_to_He4_Co55_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cu58_to_p_Zn61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cu58_to_p_Zn61_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu58 + He4 --> p + Zn61
 
@@ -50680,9 +57829,13 @@ void rate_He4_Cu58_to_p_Zn61_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -80.5277 + -2.09612 * tfactors.T9i + -40.9023 * tfactors.T913i + 107.263 * tfactors.T913
                          + -20.9034 * tfactors.T9 + 1.9567 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.09612 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -40.9023 * tfactors.T943i + (1.0/3.0) * 107.263 * tfactors.T923i
                                   + -20.9034 + (5.0/3.0) * 1.9567 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -50696,8 +57849,8 @@ void rate_He4_Cu58_to_p_Zn61_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cu59_to_p_Ni59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cu59_to_p_Ni59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu59 + n --> p + Ni59
 
@@ -50712,9 +57865,13 @@ void rate_n_Cu59_to_p_Ni59_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.6885 + -0.680585 * tfactors.T913
                          + 0.344111 * tfactors.T9 + -0.0446623 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.680585 * tfactors.T923i
                                   + 0.344111 + (5.0/3.0) * -0.0446623 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -50728,8 +57885,8 @@ void rate_n_Cu59_to_p_Ni59_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cu59_to_He4_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cu59_to_He4_Co56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu59 + n --> He4 + Co56
 
@@ -50744,9 +57901,13 @@ void rate_n_Cu59_to_He4_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  11.0108 + -1.00882 * tfactors.T913
                          + 1.88993 * tfactors.T9 + -0.202319 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.00882 * tfactors.T923i
                                   + 1.88993 + (5.0/3.0) * -0.202319 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -50760,8 +57921,8 @@ void rate_n_Cu59_to_He4_Co56_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cu59_to_n_Zn59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cu59_to_n_Zn59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu59 + p --> n + Zn59
 
@@ -50776,9 +57937,13 @@ void rate_p_Cu59_to_n_Zn59_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.3972 + -114.642 * tfactors.T9i + -0.234419 * tfactors.T913
                          + 0.226299 * tfactors.T9 + -0.0269152 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  114.642 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.234419 * tfactors.T923i
                                   + 0.226299 + (5.0/3.0) * -0.0269152 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -50792,8 +57957,8 @@ void rate_p_Cu59_to_n_Zn59_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cu59_to_He4_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cu59_to_He4_Ni56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu59 + p --> He4 + Ni56
 
@@ -50808,9 +57973,13 @@ void rate_p_Cu59_to_He4_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  20.7688 + -39.9808 * tfactors.T913i + 13.6773 * tfactors.T913
                          + -3.76429 * tfactors.T9 + 0.438096 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.9808 * tfactors.T943i + (1.0/3.0) * 13.6773 * tfactors.T923i
                                   + -3.76429 + (5.0/3.0) * 0.438096 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -50824,8 +57993,8 @@ void rate_p_Cu59_to_He4_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cu59_to_n_Ga62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cu59_to_n_Ga62_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu59 + He4 --> n + Ga62
 
@@ -50840,9 +58009,13 @@ void rate_He4_Cu59_to_n_Ga62_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  10.6411 + -116.082 * tfactors.T9i + 5.15052 * tfactors.T913
                          + -1.31888 * tfactors.T9 + 0.177044 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  116.082 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 5.15052 * tfactors.T923i
                                   + -1.31888 + (5.0/3.0) * 0.177044 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -50856,8 +58029,8 @@ void rate_He4_Cu59_to_n_Ga62_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cu59_to_p_Zn62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cu59_to_p_Zn62_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu59 + He4 --> p + Zn62
 
@@ -50872,9 +58045,13 @@ void rate_He4_Cu59_to_p_Zn62_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -110.088 + -0.578461 * tfactors.T9i + -40.9058 * tfactors.T913i + 144.145 * tfactors.T913
                          + -30.7303 * tfactors.T9 + 3.0118 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  0.578461 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -40.9058 * tfactors.T943i + (1.0/3.0) * 144.145 * tfactors.T923i
                                   + -30.7303 + (5.0/3.0) * 3.0118 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -50888,8 +58065,8 @@ void rate_He4_Cu59_to_p_Zn62_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cu60_to_p_Ni60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cu60_to_p_Ni60_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu60 + n --> p + Ni60
 
@@ -50904,9 +58081,13 @@ void rate_n_Cu60_to_p_Ni60_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.6523 + -0.671684 * tfactors.T913
                          + 0.215296 * tfactors.T9 + -0.0251141 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.671684 * tfactors.T923i
                                   + 0.215296 + (5.0/3.0) * -0.0251141 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -50920,8 +58101,8 @@ void rate_n_Cu60_to_p_Ni60_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cu60_to_He4_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cu60_to_He4_Co57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu60 + n --> He4 + Co57
 
@@ -50936,9 +58117,13 @@ void rate_n_Cu60_to_He4_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  12.8419 + 2.72669 * tfactors.T913
                          + -0.141713 * tfactors.T9 + 0.025172 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 2.72669 * tfactors.T923i
                                   + -0.141713 + (5.0/3.0) * 0.025172 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -50952,8 +58137,8 @@ void rate_n_Cu60_to_He4_Co57_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cu60_to_n_Zn60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cu60_to_n_Zn60_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu60 + p --> n + Zn60
 
@@ -50968,9 +58153,13 @@ void rate_p_Cu60_to_n_Zn60_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  18.8375 + -57.3109 * tfactors.T9i + -0.620889 * tfactors.T913
                          + 0.360154 * tfactors.T9 + -0.0412341 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  57.3109 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.620889 * tfactors.T923i
                                   + 0.360154 + (5.0/3.0) * -0.0412341 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -50984,8 +58173,8 @@ void rate_p_Cu60_to_n_Zn60_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cu60_to_He4_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cu60_to_He4_Ni57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu60 + p --> He4 + Ni57
 
@@ -51000,9 +58189,13 @@ void rate_p_Cu60_to_He4_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  13.7756 + -39.9846 * tfactors.T913i + 20.3348 * tfactors.T913
                          + -4.47882 * tfactors.T9 + 0.442893 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.9846 * tfactors.T943i + (1.0/3.0) * 20.3348 * tfactors.T923i
                                   + -4.47882 + (5.0/3.0) * 0.442893 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -51016,8 +58209,8 @@ void rate_p_Cu60_to_He4_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cu60_to_n_Ga63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cu60_to_n_Ga63_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu60 + He4 --> n + Ga63
 
@@ -51032,9 +58225,13 @@ void rate_He4_Cu60_to_n_Ga63_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  11.5144 + -86.3771 * tfactors.T9i + 4.02167 * tfactors.T913
                          + -0.688499 * tfactors.T9 + 0.0864831 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  86.3771 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 4.02167 * tfactors.T923i
                                   + -0.688499 + (5.0/3.0) * 0.0864831 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -51048,8 +58245,8 @@ void rate_He4_Cu60_to_n_Ga63_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cu60_to_p_Zn63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cu60_to_p_Zn63_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu60 + He4 --> p + Zn63
 
@@ -51064,9 +58261,13 @@ void rate_He4_Cu60_to_p_Zn63_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -39.0633 + -11.548 * tfactors.T9i + -40.9093 * tfactors.T913i + 67.8676 * tfactors.T913
                          + -12.8153 * tfactors.T9 + 1.17292 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  11.548 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -40.9093 * tfactors.T943i + (1.0/3.0) * 67.8676 * tfactors.T923i
                                   + -12.8153 + (5.0/3.0) * 1.17292 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -51080,8 +58281,8 @@ void rate_He4_Cu60_to_p_Zn63_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cu61_to_p_Ni61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cu61_to_p_Ni61_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu61 + n --> p + Ni61
 
@@ -51096,9 +58297,13 @@ void rate_n_Cu61_to_p_Ni61_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.1763 + -1.69187 * tfactors.T913
                          + 0.784543 * tfactors.T9 + -0.100904 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.69187 * tfactors.T923i
                                   + 0.784543 + (5.0/3.0) * -0.100904 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -51112,8 +58317,8 @@ void rate_n_Cu61_to_p_Ni61_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cu61_to_He4_Co58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cu61_to_He4_Co58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu61 + n --> He4 + Co58
 
@@ -51128,9 +58333,13 @@ void rate_n_Cu61_to_He4_Co58_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  2.87474 + 1.07449 * tfactors.T913
                          + 3.05815 * tfactors.T9 + -0.386686 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 1.07449 * tfactors.T923i
                                   + 3.05815 + (5.0/3.0) * -0.386686 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -51144,8 +58353,8 @@ void rate_n_Cu61_to_He4_Co58_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cu61_to_n_Zn61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cu61_to_n_Zn61_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu61 + p --> n + Zn61
 
@@ -51160,9 +58369,13 @@ void rate_p_Cu61_to_n_Zn61_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.4412 + -74.5068 * tfactors.T9i + -0.657488 * tfactors.T913
                          + 0.358985 * tfactors.T9 + -0.0432252 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  74.5068 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.657488 * tfactors.T923i
                                   + 0.358985 + (5.0/3.0) * -0.0432252 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -51176,8 +58389,8 @@ void rate_p_Cu61_to_n_Zn61_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cu61_to_He4_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cu61_to_He4_Ni58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu61 + p --> He4 + Ni58
 
@@ -51192,9 +58405,13 @@ void rate_p_Cu61_to_He4_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  21.3915 + -39.9882 * tfactors.T913i + 13.3129 * tfactors.T913
                          + -2.90092 * tfactors.T9 + 0.277699 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.9882 * tfactors.T943i + (1.0/3.0) * 13.3129 * tfactors.T923i
                                   + -2.90092 + (5.0/3.0) * 0.277699 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -51208,8 +58425,8 @@ void rate_p_Cu61_to_He4_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cu61_to_n_Ga64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cu61_to_n_Ga64_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu61 + He4 --> n + Ga64
 
@@ -51224,9 +58441,13 @@ void rate_He4_Cu61_to_n_Ga64_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  12.5232 + -102.07 * tfactors.T9i + 2.74537 * tfactors.T913
                          + -0.458111 * tfactors.T9 + 0.0581457 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  102.07 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 2.74537 * tfactors.T923i
                                   + -0.458111 + (5.0/3.0) * 0.0581457 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -51240,8 +58461,8 @@ void rate_He4_Cu61_to_n_Ga64_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cu61_to_p_Zn64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cu61_to_p_Zn64_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu61 + He4 --> p + Zn64
 
@@ -51256,9 +58477,13 @@ void rate_He4_Cu61_to_p_Zn64_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -49.6329 + -9.79576 * tfactors.T9i + -40.9126 * tfactors.T913i + 78.2645 * tfactors.T913
                          + -15.0794 * tfactors.T9 + 1.39304 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  9.79576 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -40.9126 * tfactors.T943i + (1.0/3.0) * 78.2645 * tfactors.T923i
                                   + -15.0794 + (5.0/3.0) * 1.39304 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -51272,8 +58497,8 @@ void rate_He4_Cu61_to_p_Zn64_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cu62_to_p_Ni62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cu62_to_p_Ni62_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu62 + n --> p + Ni62
 
@@ -51288,9 +58513,13 @@ void rate_n_Cu62_to_p_Ni62_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  21.1161 + -2.13932 * tfactors.T913
                          + 0.412918 * tfactors.T9 + -0.0409549 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -2.13932 * tfactors.T923i
                                   + 0.412918 + (5.0/3.0) * -0.0409549 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -51304,8 +58533,8 @@ void rate_n_Cu62_to_p_Ni62_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cu62_to_He4_Co59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cu62_to_He4_Co59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu62 + n --> He4 + Co59
 
@@ -51320,9 +58549,13 @@ void rate_n_Cu62_to_He4_Co59_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  11.4259 + 0.965159 * tfactors.T913
                          + 0.563053 * tfactors.T9 + -0.0358157 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 0.965159 * tfactors.T923i
                                   + 0.563053 + (5.0/3.0) * -0.0358157 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -51336,8 +58569,8 @@ void rate_n_Cu62_to_He4_Co59_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cu62_to_n_Zn62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cu62_to_n_Zn62_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu62 + p --> n + Zn62
 
@@ -51352,9 +58585,13 @@ void rate_p_Cu62_to_n_Zn62_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  16.6773 + -27.9523 * tfactors.T9i + -0.772736 * tfactors.T913
                          + 1.08329 * tfactors.T9 + -0.144709 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  27.9523 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.772736 * tfactors.T923i
                                   + 1.08329 + (5.0/3.0) * -0.144709 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -51368,8 +58605,8 @@ void rate_p_Cu62_to_n_Zn62_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cu62_to_He4_Ni59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cu62_to_He4_Ni59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu62 + p --> He4 + Ni59
 
@@ -51384,9 +58621,13 @@ void rate_p_Cu62_to_He4_Ni59_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  20.0541 + -39.9917 * tfactors.T913i + 15.2078 * tfactors.T913
                          + -3.13691 * tfactors.T9 + 0.278116 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.9917 * tfactors.T943i + (1.0/3.0) * 15.2078 * tfactors.T923i
                                   + -3.13691 + (5.0/3.0) * 0.278116 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -51400,8 +58641,8 @@ void rate_p_Cu62_to_He4_Ni59_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cu62_to_p_Zn65_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cu62_to_p_Zn65_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu62 + He4 --> p + Zn65
 
@@ -51416,9 +58657,13 @@ void rate_He4_Cu62_to_p_Zn65_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -7.79044 + -20.3112 * tfactors.T9i + -40.9159 * tfactors.T913i + 37.2348 * tfactors.T913
                          + -6.13297 * tfactors.T9 + 0.499001 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  20.3112 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -40.9159 * tfactors.T943i + (1.0/3.0) * 37.2348 * tfactors.T923i
                                   + -6.13297 + (5.0/3.0) * 0.499001 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -51432,8 +58677,8 @@ void rate_He4_Cu62_to_p_Zn65_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cu63_to_p_Ni63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cu63_to_p_Ni63_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu63 + n --> p + Ni63
 
@@ -51448,9 +58693,13 @@ void rate_n_Cu63_to_p_Ni63_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -11.8382 + 21.0235 * tfactors.T913
                          + -1.85553 * tfactors.T9 + 0.0587378 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 21.0235 * tfactors.T923i
                                   + -1.85553 + (5.0/3.0) * 0.0587378 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -51464,8 +58713,8 @@ void rate_n_Cu63_to_p_Ni63_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cu63_to_n_Zn63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cu63_to_n_Zn63_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu63 + p --> n + Zn63
 
@@ -51480,9 +58729,13 @@ void rate_p_Cu63_to_n_Zn63_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  21.0355 + -48.1453 * tfactors.T9i + -2.10997 * tfactors.T913
                          + 0.691727 * tfactors.T9 + -0.0763545 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  48.1453 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -2.10997 * tfactors.T923i
                                   + 0.691727 + (5.0/3.0) * -0.0763545 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -51496,8 +58749,8 @@ void rate_p_Cu63_to_n_Zn63_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cu63_to_He4_Ni60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cu63_to_He4_Ni60_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu63 + p --> He4 + Ni60
 
@@ -51512,9 +58765,13 @@ void rate_p_Cu63_to_He4_Ni60_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  25.8494 + -39.995 * tfactors.T913i + 9.96871 * tfactors.T913
                          + -2.08607 * tfactors.T9 + 0.166693 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.995 * tfactors.T943i + (1.0/3.0) * 9.96871 * tfactors.T923i
                                   + -2.08607 + (5.0/3.0) * 0.166693 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -51528,8 +58785,8 @@ void rate_p_Cu63_to_He4_Ni60_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Cu63_to_p_Zn66_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Cu63_to_p_Zn66_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu63 + He4 --> p + Zn66
 
@@ -51544,9 +58801,13 @@ void rate_He4_Cu63_to_p_Zn66_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -13.8091 + -17.9192 * tfactors.T9i + -40.919 * tfactors.T913i + 40.0655 * tfactors.T913
                          + -6.06828 * tfactors.T9 + 0.437776 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  17.9192 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -40.919 * tfactors.T943i + (1.0/3.0) * 40.0655 * tfactors.T923i
                                   + -6.06828 + (5.0/3.0) * 0.437776 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -51560,8 +58821,8 @@ void rate_He4_Cu63_to_p_Zn66_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Cu64_to_p_Ni64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Cu64_to_p_Ni64_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu64 + n --> p + Ni64
 
@@ -51576,9 +58837,13 @@ void rate_n_Cu64_to_p_Ni64_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  18.5823 + -2.37283 * tfactors.T913
                          + 0.155682 * tfactors.T9 + 0.0314201 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -2.37283 * tfactors.T923i
                                   + 0.155682 + (5.0/3.0) * 0.0314201 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -51592,8 +58857,8 @@ void rate_n_Cu64_to_p_Ni64_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cu64_to_n_Zn64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cu64_to_n_Zn64_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu64 + p --> n + Zn64
 
@@ -51608,9 +58873,13 @@ void rate_p_Cu64_to_n_Zn64_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -44.155 + -2.35605 * tfactors.T9i + 50.9002 * tfactors.T913
                          + -6.85035 * tfactors.T9 + 0.452984 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  2.35605 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 50.9002 * tfactors.T923i
                                   + -6.85035 + (5.0/3.0) * 0.452984 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -51624,8 +58893,8 @@ void rate_p_Cu64_to_n_Zn64_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cu64_to_He4_Ni61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cu64_to_He4_Ni61_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu64 + p --> He4 + Ni61
 
@@ -51640,9 +58909,13 @@ void rate_p_Cu64_to_He4_Ni61_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  26.7806 + -39.9983 * tfactors.T913i + 5.14164 * tfactors.T913
                          + 0.0632313 * tfactors.T9 + -0.0939329 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -39.9983 * tfactors.T943i + (1.0/3.0) * 5.14164 * tfactors.T923i
                                   + 0.0632313 + (5.0/3.0) * -0.0939329 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -51656,8 +58929,8 @@ void rate_p_Cu64_to_He4_Ni61_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cu65_to_n_Zn65_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cu65_to_n_Zn65_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu65 + p --> n + Zn65
 
@@ -51672,9 +58945,13 @@ void rate_p_Cu65_to_n_Zn65_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  17.5015 + -24.7688 * tfactors.T9i + -1.75991 * tfactors.T913
                          + 0.616648 * tfactors.T9 + -0.0273633 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  24.7688 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.75991 * tfactors.T923i
                                   + 0.616648 + (5.0/3.0) * -0.0273633 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -51688,8 +58965,8 @@ void rate_p_Cu65_to_n_Zn65_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Cu65_to_He4_Ni62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Cu65_to_He4_Ni62_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Cu65 + p --> He4 + Ni62
 
@@ -51704,9 +58981,13 @@ void rate_p_Cu65_to_He4_Ni62_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  28.6023 + -40.0015 * tfactors.T913i + 9.18742 * tfactors.T913
                          + -2.93395 * tfactors.T9 + 0.309787 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -40.0015 * tfactors.T943i + (1.0/3.0) * 9.18742 * tfactors.T923i
                                   + -2.93395 + (5.0/3.0) * 0.309787 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -51720,8 +59001,8 @@ void rate_p_Cu65_to_He4_Ni62_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Zn59_to_p_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Zn59_to_p_Cu59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn59 + n --> p + Cu59
 
@@ -51736,9 +59017,13 @@ void rate_n_Zn59_to_p_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.3972 + -0.234419 * tfactors.T913
                          + 0.226299 * tfactors.T9 + -0.0269152 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.234419 * tfactors.T923i
                                   + 0.226299 + (5.0/3.0) * -0.0269152 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -51752,8 +59037,8 @@ void rate_n_Zn59_to_p_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Zn59_to_He4_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Zn59_to_He4_Ni56_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn59 + n --> He4 + Ni56
 
@@ -51768,9 +59053,13 @@ void rate_n_Zn59_to_He4_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  13.0783 + 4.01795 * tfactors.T913
                          + -1.00571 * tfactors.T9 + 0.129548 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 4.01795 * tfactors.T923i
                                   + -1.00571 + (5.0/3.0) * 0.129548 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -51784,8 +59073,8 @@ void rate_n_Zn59_to_He4_Ni56_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Zn59_to_p_Ga62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Zn59_to_p_Ga62_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn59 + He4 --> p + Ga62
 
@@ -51800,9 +59089,13 @@ void rate_He4_Zn59_to_p_Ga62_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -105.635 + -1.44039 * tfactors.T9i + -41.8099 * tfactors.T913i + 139.289 * tfactors.T913
                          + -29.8912 * tfactors.T9 + 2.95102 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.44039 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -41.8099 * tfactors.T943i + (1.0/3.0) * 139.289 * tfactors.T923i
                                   + -29.8912 + (5.0/3.0) * 2.95102 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -51816,8 +59109,8 @@ void rate_He4_Zn59_to_p_Ga62_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Zn60_to_p_Cu60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Zn60_to_p_Cu60_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn60 + n --> p + Cu60
 
@@ -51832,9 +59125,13 @@ void rate_n_Zn60_to_p_Cu60_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.4469 + -0.620889 * tfactors.T913
                          + 0.360154 * tfactors.T9 + -0.0412341 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.620889 * tfactors.T923i
                                   + 0.360154 + (5.0/3.0) * -0.0412341 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -51848,8 +59145,8 @@ void rate_n_Zn60_to_p_Cu60_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Zn60_to_He4_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Zn60_to_He4_Ni57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn60 + n --> He4 + Ni57
 
@@ -51864,9 +59161,13 @@ void rate_n_Zn60_to_He4_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  12.4241 + 5.43552 * tfactors.T913
                          + -1.25169 * tfactors.T9 + 0.148383 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 5.43552 * tfactors.T923i
                                   + -1.25169 + (5.0/3.0) * 0.148383 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -51880,8 +59181,8 @@ void rate_n_Zn60_to_He4_Ni57_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Zn60_to_He4_Cu57_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Zn60_to_He4_Cu57_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn60 + p --> He4 + Cu57
 
@@ -51896,9 +59197,13 @@ void rate_p_Zn60_to_He4_Cu57_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  68.037 + -23.3731 * tfactors.T9i + -98.8126 * tfactors.T913i + -0.580624 * tfactors.T913
                          + -0.793165 * tfactors.T9 + 0.0435934 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  23.3731 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -98.8126 * tfactors.T943i + (1.0/3.0) * -0.580624 * tfactors.T923i
                                   + -0.793165 + (5.0/3.0) * 0.0435934 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -51912,8 +59217,8 @@ void rate_p_Zn60_to_He4_Cu57_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Zn60_to_n_Ge63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Zn60_to_n_Ge63_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn60 + He4 --> n + Ge63
 
@@ -51928,9 +59233,13 @@ void rate_He4_Zn60_to_n_Ge63_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  14.7238 + -149.52 * tfactors.T9i + 1.7273 * tfactors.T913
                          + -0.26458 * tfactors.T9 + 0.0395 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  149.52 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 1.7273 * tfactors.T923i
                                   + -0.26458 + (5.0/3.0) * 0.0395 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -51944,8 +59253,8 @@ void rate_He4_Zn60_to_n_Ge63_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Zn60_to_p_Ga63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Zn60_to_p_Ga63_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn60 + He4 --> p + Ga63
 
@@ -51960,9 +59269,13 @@ void rate_He4_Zn60_to_p_Ga63_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  20.0286 + -29.0661 * tfactors.T9i + -41.8134 * tfactors.T913i + 14.9697 * tfactors.T913
                          + -4.35453 * tfactors.T9 + 0.544288 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  29.0661 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -41.8134 * tfactors.T943i + (1.0/3.0) * 14.9697 * tfactors.T923i
                                   + -4.35453 + (5.0/3.0) * 0.544288 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -51976,8 +59289,8 @@ void rate_He4_Zn60_to_p_Ga63_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Zn61_to_p_Cu61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Zn61_to_p_Cu61_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn61 + n --> p + Cu61
 
@@ -51992,9 +59305,13 @@ void rate_n_Zn61_to_p_Cu61_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.4412 + -0.657488 * tfactors.T913
                          + 0.358985 * tfactors.T9 + -0.0432252 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.657488 * tfactors.T923i
                                   + 0.358985 + (5.0/3.0) * -0.0432252 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -52008,8 +59325,8 @@ void rate_n_Zn61_to_p_Cu61_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Zn61_to_He4_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Zn61_to_He4_Ni58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn61 + n --> He4 + Ni58
 
@@ -52024,9 +59341,13 @@ void rate_n_Zn61_to_He4_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  14.9844 + 2.9413 * tfactors.T913
                          + -0.542181 * tfactors.T9 + 0.0584262 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 2.9413 * tfactors.T923i
                                   + -0.542181 + (5.0/3.0) * 0.0584262 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -52040,8 +59361,8 @@ void rate_n_Zn61_to_He4_Ni58_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Zn61_to_He4_Cu58_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Zn61_to_He4_Cu58_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn61 + p --> He4 + Cu58
 
@@ -52056,9 +59377,13 @@ void rate_p_Zn61_to_He4_Cu58_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -79.5047 + -40.9023 * tfactors.T913i + 107.263 * tfactors.T913
                          + -20.9034 * tfactors.T9 + 1.9567 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -40.9023 * tfactors.T943i + (1.0/3.0) * 107.263 * tfactors.T923i
                                   + -20.9034 + (5.0/3.0) * 1.9567 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -52072,8 +59397,8 @@ void rate_p_Zn61_to_He4_Cu58_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Zn61_to_n_Ge64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Zn61_to_n_Ge64_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn61 + He4 --> n + Ge64
 
@@ -52088,9 +59413,13 @@ void rate_He4_Zn61_to_n_Ge64_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  8.60553 + -89.0782 * tfactors.T9i + 7.47259 * tfactors.T913
                          + -1.92043 * tfactors.T9 + 0.239118 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  89.0782 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 7.47259 * tfactors.T923i
                                   + -1.92043 + (5.0/3.0) * 0.239118 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -52104,8 +59433,8 @@ void rate_He4_Zn61_to_n_Ge64_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_Zn61_to_p_Ga64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_Zn61_to_p_Ga64_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn61 + He4 --> p + Ga64
 
@@ -52120,9 +59449,13 @@ void rate_He4_Zn61_to_p_Ga64_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  8.46743 + -27.5631 * tfactors.T9i + -41.8168 * tfactors.T913i + 24.3154 * tfactors.T913
                          + -5.57278 * tfactors.T9 + 0.588234 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  27.5631 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -41.8168 * tfactors.T943i + (1.0/3.0) * 24.3154 * tfactors.T923i
                                   + -5.57278 + (5.0/3.0) * 0.588234 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -52136,8 +59469,8 @@ void rate_He4_Zn61_to_p_Ga64_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Zn62_to_p_Cu62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Zn62_to_p_Cu62_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn62 + n --> p + Cu62
 
@@ -52152,9 +59485,13 @@ void rate_n_Zn62_to_p_Cu62_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  17.7759 + -0.772736 * tfactors.T913
                          + 1.08329 * tfactors.T9 + -0.144709 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.772736 * tfactors.T923i
                                   + 1.08329 + (5.0/3.0) * -0.144709 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -52168,8 +59505,8 @@ void rate_n_Zn62_to_p_Cu62_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Zn62_to_He4_Ni59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Zn62_to_He4_Ni59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn62 + n --> He4 + Ni59
 
@@ -52184,9 +59521,13 @@ void rate_n_Zn62_to_He4_Ni59_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  15.4037 + -0.824101 * tfactors.T913
                          + 0.913843 * tfactors.T9 + -0.084157 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.824101 * tfactors.T923i
                                   + 0.913843 + (5.0/3.0) * -0.084157 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -52200,8 +59541,8 @@ void rate_n_Zn62_to_He4_Ni59_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Zn62_to_n_Ga62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Zn62_to_n_Ga62_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn62 + p --> n + Ga62
 
@@ -52216,9 +59557,13 @@ void rate_p_Zn62_to_n_Ga62_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  21.0588 + -115.504 * tfactors.T9i + -1.58452 * tfactors.T913
                          + 0.736569 * tfactors.T9 + -0.0951725 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  115.504 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.58452 * tfactors.T923i
                                   + 0.736569 + (5.0/3.0) * -0.0951725 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -52232,8 +59577,8 @@ void rate_p_Zn62_to_n_Ga62_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Zn62_to_He4_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Zn62_to_He4_Cu59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn62 + p --> He4 + Cu59
 
@@ -52248,9 +59593,13 @@ void rate_p_Zn62_to_He4_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -107.39 + -40.9058 * tfactors.T913i + 144.145 * tfactors.T913
                          + -30.7303 * tfactors.T9 + 3.0118 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -40.9058 * tfactors.T943i + (1.0/3.0) * 144.145 * tfactors.T923i
                                   + -30.7303 + (5.0/3.0) * 3.0118 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -52264,8 +59613,8 @@ void rate_p_Zn62_to_He4_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Zn63_to_p_Cu63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Zn63_to_p_Cu63_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn63 + n --> p + Cu63
 
@@ -52280,9 +59629,13 @@ void rate_n_Zn63_to_p_Cu63_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  21.0355 + -2.10997 * tfactors.T913
                          + 0.691727 * tfactors.T9 + -0.0763545 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -2.10997 * tfactors.T923i
                                   + 0.691727 + (5.0/3.0) * -0.0763545 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -52296,8 +59649,8 @@ void rate_n_Zn63_to_p_Cu63_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Zn63_to_He4_Ni60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Zn63_to_He4_Ni60_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn63 + n --> He4 + Ni60
 
@@ -52312,9 +59665,13 @@ void rate_n_Zn63_to_He4_Ni60_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  16.3426 + 1.29216 * tfactors.T913
                          + -0.174127 * tfactors.T9 + 0.0226404 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 1.29216 * tfactors.T923i
                                   + -0.174127 + (5.0/3.0) * 0.0226404 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -52328,8 +59685,8 @@ void rate_n_Zn63_to_He4_Ni60_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Zn63_to_n_Ga63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Zn63_to_n_Ga63_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn63 + p --> n + Ga63
 
@@ -52344,9 +59701,13 @@ void rate_p_Zn63_to_n_Ga63_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.1422 + -74.8291 * tfactors.T9i + -0.334251 * tfactors.T913
                          + 0.328281 * tfactors.T9 + -0.0442083 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  74.8291 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.334251 * tfactors.T923i
                                   + 0.328281 + (5.0/3.0) * -0.0442083 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -52360,8 +59721,8 @@ void rate_p_Zn63_to_n_Ga63_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Zn63_to_He4_Cu60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Zn63_to_He4_Cu60_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn63 + p --> He4 + Cu60
 
@@ -52376,9 +59737,13 @@ void rate_p_Zn63_to_He4_Cu60_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -37.527 + -40.9093 * tfactors.T913i + 67.8676 * tfactors.T913
                          + -12.8153 * tfactors.T9 + 1.17292 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -40.9093 * tfactors.T943i + (1.0/3.0) * 67.8676 * tfactors.T923i
                                   + -12.8153 + (5.0/3.0) * 1.17292 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -52392,8 +59757,8 @@ void rate_p_Zn63_to_He4_Cu60_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Zn64_to_p_Cu64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Zn64_to_p_Cu64_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn64 + n --> p + Cu64
 
@@ -52408,9 +59773,13 @@ void rate_n_Zn64_to_p_Cu64_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -43.0564 + 50.9002 * tfactors.T913
                          + -6.85035 * tfactors.T9 + 0.452984 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 50.9002 * tfactors.T923i
                                   + -6.85035 + (5.0/3.0) * 0.452984 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -52424,8 +59793,8 @@ void rate_n_Zn64_to_p_Cu64_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Zn64_to_He4_Ni61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Zn64_to_He4_Ni61_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn64 + n --> He4 + Ni61
 
@@ -52440,9 +59809,13 @@ void rate_n_Zn64_to_He4_Ni61_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  7.30798 + -0.988345 * tfactors.T913
                          + 3.05973 * tfactors.T9 + -0.380848 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.988345 * tfactors.T923i
                                   + 3.05973 + (5.0/3.0) * -0.380848 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -52456,8 +59829,8 @@ void rate_n_Zn64_to_He4_Ni61_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Zn64_to_n_Ga64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Zn64_to_n_Ga64_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn64 + p --> n + Ga64
 
@@ -52472,9 +59845,13 @@ void rate_p_Zn64_to_n_Ga64_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.0454 + -92.2741 * tfactors.T9i + -0.311485 * tfactors.T913
                          + 0.306024 * tfactors.T9 + -0.0439383 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  92.2741 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -0.311485 * tfactors.T923i
                                   + 0.306024 + (5.0/3.0) * -0.0439383 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -52488,8 +59865,8 @@ void rate_p_Zn64_to_n_Ga64_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Zn64_to_He4_Cu61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Zn64_to_He4_Cu61_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn64 + p --> He4 + Cu61
 
@@ -52504,9 +59881,13 @@ void rate_p_Zn64_to_He4_Cu61_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -46.9323 + -40.9126 * tfactors.T913i + 78.2645 * tfactors.T913
                          + -15.0794 * tfactors.T9 + 1.39304 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -40.9126 * tfactors.T943i + (1.0/3.0) * 78.2645 * tfactors.T923i
                                   + -15.0794 + (5.0/3.0) * 1.39304 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -52520,8 +59901,8 @@ void rate_p_Zn64_to_He4_Cu61_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Zn65_to_p_Cu65_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Zn65_to_p_Cu65_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn65 + n --> p + Cu65
 
@@ -52536,9 +59917,13 @@ void rate_n_Zn65_to_p_Cu65_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  17.096 + -1.75991 * tfactors.T913
                          + 0.616648 * tfactors.T9 + -0.0273633 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.75991 * tfactors.T923i
                                   + 0.616648 + (5.0/3.0) * -0.0273633 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -52552,8 +59937,8 @@ void rate_n_Zn65_to_p_Cu65_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Zn65_to_He4_Ni62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Zn65_to_He4_Ni62_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn65 + n --> He4 + Ni62
 
@@ -52568,9 +59953,13 @@ void rate_n_Zn65_to_He4_Ni62_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  16.63 + -1.0424 * tfactors.T913
                          + 0.355927 * tfactors.T9 + -0.0148374 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.0424 * tfactors.T923i
                                   + 0.355927 + (5.0/3.0) * -0.0148374 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -52584,8 +59973,8 @@ void rate_n_Zn65_to_He4_Ni62_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Zn65_to_He4_Cu62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Zn65_to_He4_Cu62_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn65 + p --> He4 + Cu62
 
@@ -52600,9 +59989,13 @@ void rate_p_Zn65_to_He4_Cu62_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -7.16817 + -40.9159 * tfactors.T913i + 37.2348 * tfactors.T913
                          + -6.13297 * tfactors.T9 + 0.499001 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -40.9159 * tfactors.T943i + (1.0/3.0) * 37.2348 * tfactors.T923i
                                   + -6.13297 + (5.0/3.0) * 0.499001 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -52616,8 +60009,8 @@ void rate_p_Zn65_to_He4_Cu62_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Zn66_to_He4_Ni63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Zn66_to_He4_Ni63_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn66 + n --> He4 + Ni63
 
@@ -52632,9 +60025,13 @@ void rate_n_Zn66_to_He4_Ni63_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -28.2336 + 25.0757 * tfactors.T913
                          + 0.0590561 * tfactors.T9 + -0.21357 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 25.0757 * tfactors.T923i
                                   + 0.0590561 + (5.0/3.0) * -0.21357 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -52648,8 +60045,8 @@ void rate_n_Zn66_to_He4_Ni63_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Zn66_to_He4_Cu63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Zn66_to_He4_Cu63_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Zn66 + p --> He4 + Cu63
 
@@ -52664,9 +60061,13 @@ void rate_p_Zn66_to_He4_Cu63_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -11.1063 + -40.919 * tfactors.T913i + 40.0655 * tfactors.T913
                          + -6.06828 * tfactors.T9 + 0.437776 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -40.919 * tfactors.T943i + (1.0/3.0) * 40.0655 * tfactors.T923i
                                   + -6.06828 + (5.0/3.0) * 0.437776 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -52680,8 +60081,8 @@ void rate_p_Zn66_to_He4_Cu63_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ga62_to_p_Zn62_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ga62_to_p_Zn62_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ga62 + n --> p + Zn62
 
@@ -52696,9 +60097,13 @@ void rate_n_Ga62_to_p_Zn62_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  21.0588 + -1.58452 * tfactors.T913
                          + 0.736569 * tfactors.T9 + -0.0951725 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.58452 * tfactors.T923i
                                   + 0.736569 + (5.0/3.0) * -0.0951725 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -52712,8 +60117,8 @@ void rate_n_Ga62_to_p_Zn62_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ga62_to_He4_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ga62_to_He4_Cu59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ga62 + n --> He4 + Cu59
 
@@ -52728,9 +60133,13 @@ void rate_n_Ga62_to_He4_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  13.3393 + 5.15052 * tfactors.T913
                          + -1.31888 * tfactors.T9 + 0.177044 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 5.15052 * tfactors.T923i
                                   + -1.31888 + (5.0/3.0) * 0.177044 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -52744,8 +60153,8 @@ void rate_n_Ga62_to_He4_Cu59_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ga62_to_He4_Zn59_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ga62_to_He4_Zn59_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ga62 + p --> He4 + Zn59
 
@@ -52760,9 +60169,13 @@ void rate_p_Ga62_to_He4_Zn59_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -102.937 + -41.8099 * tfactors.T913i + 139.289 * tfactors.T913
                          + -29.8912 * tfactors.T9 + 2.95102 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -41.8099 * tfactors.T943i + (1.0/3.0) * 139.289 * tfactors.T923i
                                   + -29.8912 + (5.0/3.0) * 2.95102 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -52776,8 +60189,8 @@ void rate_p_Ga62_to_He4_Zn59_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ga63_to_p_Zn63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ga63_to_p_Zn63_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ga63 + n --> p + Zn63
 
@@ -52792,9 +60205,13 @@ void rate_n_Ga63_to_p_Zn63_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.1422 + -0.334251 * tfactors.T913
                          + 0.328281 * tfactors.T9 + -0.0442083 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.334251 * tfactors.T923i
                                   + 0.328281 + (5.0/3.0) * -0.0442083 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -52808,8 +60225,8 @@ void rate_n_Ga63_to_p_Zn63_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ga63_to_He4_Cu60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ga63_to_He4_Cu60_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ga63 + n --> He4 + Cu60
 
@@ -52824,9 +60241,13 @@ void rate_n_Ga63_to_He4_Cu60_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  13.0507 + 4.02167 * tfactors.T913
                          + -0.688499 * tfactors.T9 + 0.0864831 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 4.02167 * tfactors.T923i
                                   + -0.688499 + (5.0/3.0) * 0.0864831 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -52840,8 +60261,8 @@ void rate_n_Ga63_to_He4_Cu60_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ga63_to_n_Ge63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ga63_to_n_Ge63_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ga63 + p --> n + Ge63
 
@@ -52856,9 +60277,13 @@ void rate_p_Ga63_to_n_Ge63_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  19.5443 + -120.452 * tfactors.T9i + 0.716405 * tfactors.T913
                          + 0.00814169 * tfactors.T9 + -0.00430239 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  120.452 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * 0.716405 * tfactors.T923i
                                   + 0.00814169 + (5.0/3.0) * -0.00430239 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -52872,8 +60297,8 @@ void rate_p_Ga63_to_n_Ge63_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ga63_to_He4_Zn60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ga63_to_He4_Zn60_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ga63 + p --> He4 + Zn60
 
@@ -52888,9 +60313,13 @@ void rate_p_Ga63_to_He4_Zn60_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  19.9554 + -41.8134 * tfactors.T913i + 14.9697 * tfactors.T913
                          + -4.35453 * tfactors.T9 + 0.544288 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -41.8134 * tfactors.T943i + (1.0/3.0) * 14.9697 * tfactors.T923i
                                   + -4.35453 + (5.0/3.0) * 0.544288 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -52904,8 +60333,8 @@ void rate_p_Ga63_to_He4_Zn60_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ga64_to_p_Zn64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ga64_to_p_Zn64_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ga64 + n --> p + Zn64
 
@@ -52920,9 +60349,13 @@ void rate_n_Ga64_to_p_Zn64_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.0454 + -0.311485 * tfactors.T913
                          + 0.306024 * tfactors.T9 + -0.0439383 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -0.311485 * tfactors.T923i
                                   + 0.306024 + (5.0/3.0) * -0.0439383 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -52936,8 +60369,8 @@ void rate_n_Ga64_to_p_Zn64_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ga64_to_He4_Cu61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ga64_to_He4_Cu61_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ga64 + n --> He4 + Cu61
 
@@ -52952,9 +60385,13 @@ void rate_n_Ga64_to_He4_Cu61_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  15.2238 + 2.74537 * tfactors.T913
                          + -0.458111 * tfactors.T9 + 0.0581457 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 2.74537 * tfactors.T923i
                                   + -0.458111 + (5.0/3.0) * 0.0581457 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -52968,8 +60405,8 @@ void rate_n_Ga64_to_He4_Cu61_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ga64_to_n_Ge64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ga64_to_n_Ge64_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ga64 + p --> n + Ge64
 
@@ -52984,9 +60421,13 @@ void rate_p_Ga64_to_n_Ge64_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.5679 + -61.5151 * tfactors.T9i + -1.04067 * tfactors.T913
                          + 0.575006 * tfactors.T9 + -0.0714547 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  61.5151 * tfactors.T9i * tfactors.T9i + (1.0/3.0) * -1.04067 * tfactors.T923i
                                   + 0.575006 + (5.0/3.0) * -0.0714547 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -53000,8 +60441,8 @@ void rate_p_Ga64_to_n_Ge64_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Ga64_to_He4_Zn61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Ga64_to_He4_Zn61_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ga64 + p --> He4 + Zn61
 
@@ -53016,9 +60457,13 @@ void rate_p_Ga64_to_He4_Zn61_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  11.168 + -41.8168 * tfactors.T913i + 24.3154 * tfactors.T913
                          + -5.57278 * tfactors.T9 + 0.588234 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -41.8168 * tfactors.T943i + (1.0/3.0) * 24.3154 * tfactors.T923i
                                   + -5.57278 + (5.0/3.0) * 0.588234 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -53032,8 +60477,8 @@ void rate_p_Ga64_to_He4_Zn61_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ge63_to_p_Ga63_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ge63_to_p_Ga63_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ge63 + n --> p + Ga63
 
@@ -53048,9 +60493,13 @@ void rate_n_Ge63_to_p_Ga63_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  19.5443 + 0.716405 * tfactors.T913
                          + 0.00814169 * tfactors.T9 + -0.00430239 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 0.716405 * tfactors.T923i
                                   + 0.00814169 + (5.0/3.0) * -0.00430239 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -53064,8 +60513,8 @@ void rate_n_Ge63_to_p_Ga63_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ge63_to_He4_Zn60_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ge63_to_He4_Zn60_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ge63 + n --> He4 + Zn60
 
@@ -53080,9 +60529,13 @@ void rate_n_Ge63_to_He4_Zn60_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  14.6506 + 1.7273 * tfactors.T913
                          + -0.26458 * tfactors.T9 + 0.0395 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 1.7273 * tfactors.T923i
                                   + -0.26458 + (5.0/3.0) * 0.0395 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -53096,8 +60549,8 @@ void rate_n_Ge63_to_He4_Zn60_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ge64_to_p_Ga64_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ge64_to_p_Ga64_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ge64 + n --> p + Ga64
 
@@ -53112,9 +60565,13 @@ void rate_n_Ge64_to_p_Ga64_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  20.5679 + -1.04067 * tfactors.T913
                          + 0.575006 * tfactors.T9 + -0.0714547 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * -1.04067 * tfactors.T923i
                                   + 0.575006 + (5.0/3.0) * -0.0714547 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -53128,8 +60585,8 @@ void rate_n_Ge64_to_p_Ga64_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_Ge64_to_He4_Zn61_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_Ge64_to_He4_Zn61_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Ge64 + n --> He4 + Zn61
 
@@ -53144,9 +60601,13 @@ void rate_n_Ge64_to_He4_Zn61_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  11.3061 + 7.47259 * tfactors.T913
                          + -1.92043 * tfactors.T9 + 0.239118 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + (1.0/3.0) * 7.47259 * tfactors.T923i
                                   + -1.92043 + (5.0/3.0) * 0.239118 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -53160,8 +60621,8 @@ void rate_n_Ge64_to_He4_Zn61_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_d_to_n_p_p_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_d_to_n_p_p_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // d + p --> n + p + p
 
@@ -53176,9 +60637,13 @@ void rate_p_d_to_n_p_p_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  17.3271 + -25.82 * tfactors.T9i + -3.72 * tfactors.T913i + 0.946313 * tfactors.T913
                          + 0.105406 * tfactors.T9 + -0.0149431 * tfactors.T953;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  25.82 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -3.72 * tfactors.T943i + (1.0/3.0) * 0.946313 * tfactors.T923i
                                   + 0.105406 + (5.0/3.0) * -0.0149431 * tfactors.T923;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -53192,8 +60657,8 @@ void rate_p_d_to_n_p_p_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He3_He3_to_p_p_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He3_He3_to_p_p_He4_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // He3 + He3 --> p + p + He4
 
@@ -53208,9 +60673,13 @@ void rate_He3_He3_to_p_p_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  24.7788 + -12.277 * tfactors.T913i + -0.103699 * tfactors.T913
                          + -0.0649967 * tfactors.T9 + 0.0168191 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -12.277 * tfactors.T943i + (1.0/3.0) * -0.103699 * tfactors.T923i
                                   + -0.0649967 + (5.0/3.0) * 0.0168191 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -53224,8 +60693,8 @@ void rate_He3_He3_to_p_p_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_d_Li7_to_n_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_d_Li7_to_n_He4_He4_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Li7 + d --> n + He4 + He4
 
@@ -53240,9 +60709,13 @@ void rate_d_Li7_to_n_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  26.4 + -10.259 * tfactors.T913i
                          + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -10.259 * tfactors.T943i
                                   + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -53256,8 +60729,8 @@ void rate_d_Li7_to_n_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_d_Be7_to_p_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_d_Be7_to_p_He4_He4_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Be7 + d --> p + He4 + He4
 
@@ -53272,9 +60745,13 @@ void rate_d_Be7_to_p_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  27.6987 + -12.428 * tfactors.T913i
                          + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -12.428 * tfactors.T943i
                                   + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -53288,8 +60765,8 @@ void rate_d_Be7_to_p_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Be9_to_d_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Be9_to_d_He4_He4_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Be9 + p --> d + He4 + He4
 
@@ -53304,9 +60781,13 @@ void rate_p_Be9_to_d_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  20.5607 + -5.8 * tfactors.T9i
                          + -0.75 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.8 * tfactors.T9i * tfactors.T9i
                                   + -0.75 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -53321,9 +60802,13 @@ void rate_p_Be9_to_d_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  20.1768 + -3.046 * tfactors.T9i
                          + -1.0 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.046 * tfactors.T9i * tfactors.T9i
                                   + -1.0 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -53338,9 +60823,13 @@ void rate_p_Be9_to_d_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  26.0751 + -10.359 * tfactors.T913i + 0.103955 * tfactors.T913
                          + 4.4262 * tfactors.T9 + -5.95664 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -10.359 * tfactors.T943i + (1.0/3.0) * 0.103955 * tfactors.T923i
                                   + 4.4262 + (5.0/3.0) * -5.95664 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -53354,8 +60843,8 @@ void rate_p_Be9_to_d_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_B8_to_p_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_B8_to_p_He4_He4_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // B8 + n --> p + He4 + He4
 
@@ -53370,9 +60859,13 @@ void rate_n_B8_to_p_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  19.812 + -1.13869e-12 * tfactors.T9i + 1.5368e-10 * tfactors.T913i + -5.36043e-10 * tfactors.T913
                          + 5.80628e-11 * tfactors.T9 + -5.23778e-12 * tfactors.T953 + 1.77211e-10 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.13869e-12 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 1.5368e-10 * tfactors.T943i + (1.0/3.0) * -5.36043e-10 * tfactors.T923i
                                   + 5.80628e-11 + (5.0/3.0) * -5.23778e-12 * tfactors.T923 + 1.77211e-10 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -53386,8 +60879,8 @@ void rate_n_B8_to_p_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_B11_to_He4_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_B11_to_He4_He4_He4_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // B11 + p --> 3 He4
 
@@ -53402,9 +60895,13 @@ void rate_p_B11_to_He4_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate,
     ln_set_rate =  -14.9395 + -1.724 * tfactors.T9i + 8.49175 * tfactors.T913i + 27.3254 * tfactors.T913
                          + -3.72071 * tfactors.T9 + 0.275516 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.724 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 8.49175 * tfactors.T943i + (1.0/3.0) * 27.3254 * tfactors.T923i
                                   + -3.72071 + (5.0/3.0) * 0.275516 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -53419,9 +60916,13 @@ void rate_p_B11_to_He4_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate,
     ln_set_rate =  28.6442 + -12.097 * tfactors.T913i + -0.0496312 * tfactors.T913
                          + 0.687736 * tfactors.T9 + -0.564229 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -12.097 * tfactors.T943i + (1.0/3.0) * -0.0496312 * tfactors.T923i
                                   + 0.687736 + (5.0/3.0) * -0.564229 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -53435,8 +60936,8 @@ void rate_p_B11_to_He4_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate,
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He3_Li7_to_n_p_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He3_Li7_to_n_p_He4_He4_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Li7 + He3 --> n + p + He4 + He4
 
@@ -53451,9 +60952,13 @@ void rate_He3_Li7_to_n_p_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate
     ln_set_rate =  30.038 + -4.24733e-12 * tfactors.T9i + -17.989 * tfactors.T913i + -1.57523e-09 * tfactors.T913
                          + 1.45934e-10 * tfactors.T9 + -1.15341e-11 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.24733e-12 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -17.989 * tfactors.T943i + (1.0/3.0) * -1.57523e-09 * tfactors.T923i
                                   + 1.45934e-10 + (5.0/3.0) * -1.15341e-11 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -53467,8 +60972,8 @@ void rate_He3_Li7_to_n_p_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He3_Be7_to_p_p_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He3_Be7_to_p_p_He4_He4_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Be7 + He3 --> p + p + He4 + He4
 
@@ -53483,9 +60988,13 @@ void rate_He3_Be7_to_p_p_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate
     ln_set_rate =  31.7435 + -5.45213e-12 * tfactors.T9i + -21.793 * tfactors.T913i + -1.98126e-09 * tfactors.T913
                          + 1.84204e-10 * tfactors.T9 + -1.46403e-11 * tfactors.T953 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  5.45213e-12 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -21.793 * tfactors.T943i + (1.0/3.0) * -1.98126e-09 * tfactors.T923i
                                   + 1.84204e-10 + (5.0/3.0) * -1.46403e-11 * tfactors.T923 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -53499,8 +61008,8 @@ void rate_He3_Be7_to_p_p_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_Be9_to_n_p_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_Be9_to_n_p_He4_He4_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // Be9 + p --> n + p + He4 + He4
 
@@ -53515,9 +61024,13 @@ void rate_p_Be9_to_n_p_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate,
     ln_set_rate =  20.7431 + -26.725 * tfactors.T9i + 1.40505e-06 * tfactors.T913i + -1.47128e-06 * tfactors.T913
                          + 6.89313e-08 * tfactors.T9 + -3.55179e-09 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  26.725 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 1.40505e-06 * tfactors.T943i + (1.0/3.0) * -1.47128e-06 * tfactors.T923i
                                   + 6.89313e-08 + (5.0/3.0) * -3.55179e-09 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -53532,9 +61045,13 @@ void rate_p_Be9_to_n_p_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate,
     ln_set_rate =  14.6035 + -21.4742 * tfactors.T9i + -0.634849 * tfactors.T913i + 4.82033 * tfactors.T913
                          + -0.257317 * tfactors.T9 + 0.0134206 * tfactors.T953 + -1.08885 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  21.4742 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -0.634849 * tfactors.T943i + (1.0/3.0) * 4.82033 * tfactors.T923i
                                   + -0.257317 + (5.0/3.0) * 0.0134206 * tfactors.T923 + -1.08885 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -53548,8 +61065,8 @@ void rate_p_Be9_to_n_p_He4_He4_reaclib(const tf_t& tfactors, amrex::Real& rate,
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_p_He4_to_Li6_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_p_He4_to_Li6_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // n + p + He4 --> Li6
 
@@ -53564,9 +61081,13 @@ void rate_n_p_He4_to_Li6_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
     ln_set_rate =  -12.2851 + -19.353 * tfactors.T9i + 1.44987 * tfactors.T913i + -1.42759 * tfactors.T913
                          + 0.0454035 * tfactors.T9 + 0.00471161 * tfactors.T953 + -1.0 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  19.353 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 1.44987 * tfactors.T943i + (1.0/3.0) * -1.42759 * tfactors.T923i
                                   + 0.0454035 + (5.0/3.0) * 0.00471161 * tfactors.T923 + -1.0 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -53580,8 +61101,8 @@ void rate_n_p_He4_to_Li6_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex:
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_He4_He4_to_Be9_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_He4_He4_to_Be9_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // n + He4 + He4 --> Be9
 
@@ -53596,9 +61117,13 @@ void rate_n_He4_He4_to_Be9_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -6.81178 + -1.01953 * tfactors.T9i + -1.56673 * tfactors.T913i + -5.43497 * tfactors.T913
                          + 0.673807 * tfactors.T9 + -0.041014 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.01953 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -1.56673 * tfactors.T943i + (1.0/3.0) * -5.43497 * tfactors.T923i
                                   + 0.673807 + (5.0/3.0) * -0.041014 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -53613,9 +61138,13 @@ void rate_n_He4_He4_to_Be9_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
     ln_set_rate =  -8.22898 + -13.3317 * tfactors.T913i + 13.2237 * tfactors.T913
                          + -9.06339 * tfactors.T9 + -0.666667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -13.3317 * tfactors.T943i + (1.0/3.0) * 13.2237 * tfactors.T923i
                                   + -9.06339 + -0.666667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -53629,8 +61158,8 @@ void rate_n_He4_He4_to_Be9_reaclib(const tf_t& tfactors, amrex::Real& rate, amre
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // 3 He4 --> C12
 
@@ -53645,9 +61174,13 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -11.7884 + -1.02446 * tfactors.T9i + -23.57 * tfactors.T913i + 20.4886 * tfactors.T913
                          + -12.9882 * tfactors.T9 + -20.0 * tfactors.T953 + -2.16667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  1.02446 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -23.57 * tfactors.T943i + (1.0/3.0) * 20.4886 * tfactors.T923i
                                   + -12.9882 + (5.0/3.0) * -20.0 * tfactors.T923 + -2.16667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -53662,9 +61195,13 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -0.971052 + -37.06 * tfactors.T913i + 29.3493 * tfactors.T913
                          + -115.507 * tfactors.T9 + -10.0 * tfactors.T953 + -1.33333 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -37.06 * tfactors.T943i + (1.0/3.0) * 29.3493 * tfactors.T923i
                                   + -115.507 + (5.0/3.0) * -10.0 * tfactors.T923 + -1.33333 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -53679,9 +61216,13 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -24.3505 + -4.12656 * tfactors.T9i + -13.49 * tfactors.T913i + 21.4259 * tfactors.T913
                          + -1.34769 * tfactors.T9 + 0.0879816 * tfactors.T953 + -13.1653 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  4.12656 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -13.49 * tfactors.T943i + (1.0/3.0) * 21.4259 * tfactors.T923i
                                   + -1.34769 + (5.0/3.0) * 0.0879816 * tfactors.T923 + -13.1653 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -53695,8 +61236,8 @@ void rate_He4_He4_He4_to_C12_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_p_p_to_p_d_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_p_p_to_p_d_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // n + p + p --> p + d
 
@@ -53711,9 +61252,13 @@ void rate_n_p_p_to_p_d_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
     ln_set_rate =  -4.24034 + -3.72 * tfactors.T913i + 0.946313 * tfactors.T913
                          + 0.105406 * tfactors.T9 + -0.0149431 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  + -(1.0/3.0) * -3.72 * tfactors.T943i + (1.0/3.0) * 0.946313 * tfactors.T923i
                                   + 0.105406 + (5.0/3.0) * -0.0149431 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -53727,8 +61272,8 @@ void rate_n_p_p_to_p_d_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::R
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_p_He4_to_He3_He3_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_p_He4_to_He3_He3_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // p + p + He4 --> He3 + He3
 
@@ -53743,9 +61288,13 @@ void rate_p_p_He4_to_He3_He3_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  2.98257 + -149.222 * tfactors.T9i + -12.277 * tfactors.T913i + -0.103699 * tfactors.T913
                          + -0.0649967 * tfactors.T9 + 0.0168191 * tfactors.T953 + -2.16667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  149.222 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -12.277 * tfactors.T943i + (1.0/3.0) * -0.103699 * tfactors.T923i
                                   + -0.0649967 + (5.0/3.0) * 0.0168191 * tfactors.T923 + -2.16667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -53759,8 +61308,8 @@ void rate_p_p_He4_to_He3_He3_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_He4_He4_to_d_Li7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_He4_He4_to_d_Li7_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // n + He4 + He4 --> d + Li7
 
@@ -53775,9 +61324,13 @@ void rate_n_He4_He4_to_d_Li7_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  5.67199 + -175.472 * tfactors.T9i + -10.259 * tfactors.T913i
                          + -2.16667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  175.472 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -10.259 * tfactors.T943i
                                   + -2.16667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -53791,8 +61344,8 @@ void rate_n_He4_He4_to_d_Li7_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_He4_He4_to_n_B8_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_He4_He4_to_n_B8_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // p + He4 + He4 --> n + B8
 
@@ -53807,9 +61360,13 @@ void rate_p_He4_He4_to_n_B8_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
     ln_set_rate =  -1.93853 + -218.783 * tfactors.T9i + 1.5368e-10 * tfactors.T913i + -5.36043e-10 * tfactors.T913
                          + 5.80628e-11 * tfactors.T9 + -5.23778e-12 * tfactors.T953 + -1.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  218.783 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 1.5368e-10 * tfactors.T943i + (1.0/3.0) * -5.36043e-10 * tfactors.T923i
                                   + 5.80628e-11 + (5.0/3.0) * -5.23778e-12 * tfactors.T923 + -1.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -53823,8 +61380,8 @@ void rate_p_He4_He4_to_n_B8_reaclib(const tf_t& tfactors, amrex::Real& rate, amr
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_He4_He4_to_d_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_He4_He4_to_d_Be7_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // p + He4 + He4 --> d + Be7
 
@@ -53839,9 +61396,13 @@ void rate_p_He4_He4_to_d_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  6.97069 + -194.561 * tfactors.T9i + -12.428 * tfactors.T913i
                          + -2.16667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  194.561 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -12.428 * tfactors.T943i
                                   + -2.16667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -53855,8 +61416,8 @@ void rate_p_He4_He4_to_d_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_d_He4_He4_to_p_Be9_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_d_He4_He4_to_p_Be9_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // d + He4 + He4 --> p + Be9
 
@@ -53871,9 +61432,13 @@ void rate_d_He4_He4_to_p_Be9_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  2.83369 + -7.55453 * tfactors.T9i + -10.359 * tfactors.T913i + 0.103955 * tfactors.T913
                          + 4.4262 * tfactors.T9 + -5.95664 * tfactors.T953 + -2.16667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  7.55453 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -10.359 * tfactors.T943i + (1.0/3.0) * 0.103955 * tfactors.T923i
                                   + 4.4262 + (5.0/3.0) * -5.95664 * tfactors.T923 + -2.16667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -53888,9 +61453,13 @@ void rate_d_He4_He4_to_p_Be9_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -2.68071 + -13.3545 * tfactors.T9i
                          + -2.25 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  13.3545 * tfactors.T9i * tfactors.T9i
                                   + -2.25 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -53905,9 +61474,13 @@ void rate_d_He4_He4_to_p_Be9_reaclib(const tf_t& tfactors, amrex::Real& rate, am
     ln_set_rate =  -3.06461 + -10.6005 * tfactors.T9i
                          + -2.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  10.6005 * tfactors.T9i * tfactors.T9i
                                   + -2.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -53921,8 +61494,8 @@ void rate_d_He4_He4_to_p_Be9_reaclib(const tf_t& tfactors, amrex::Real& rate, am
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_He4_He4_He4_to_p_B11_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_He4_He4_He4_to_p_B11_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // 3 He4 --> p + B11
 
@@ -53937,9 +61510,13 @@ void rate_He4_He4_He4_to_p_B11_reaclib(const tf_t& tfactors, amrex::Real& rate,
     ln_set_rate =  6.8613 + -100.75 * tfactors.T9i + -12.097 * tfactors.T913i + -0.0496312 * tfactors.T913
                          + 0.687736 * tfactors.T9 + -0.564229 * tfactors.T953 + -2.16667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  100.75 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -12.097 * tfactors.T943i + (1.0/3.0) * -0.0496312 * tfactors.T923i
                                   + 0.687736 + (5.0/3.0) * -0.564229 * tfactors.T923 + -2.16667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -53954,9 +61531,13 @@ void rate_He4_He4_He4_to_p_B11_reaclib(const tf_t& tfactors, amrex::Real& rate,
     ln_set_rate =  -36.7224 + -102.474 * tfactors.T9i + 8.49175 * tfactors.T913i + 27.3254 * tfactors.T913
                          + -3.72071 * tfactors.T9 + 0.275516 * tfactors.T953 + -3.0 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  102.474 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 8.49175 * tfactors.T943i + (1.0/3.0) * 27.3254 * tfactors.T923i
                                   + -3.72071 + (5.0/3.0) * 0.275516 * tfactors.T923 + -3.0 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -53970,8 +61551,8 @@ void rate_He4_He4_He4_to_p_B11_reaclib(const tf_t& tfactors, amrex::Real& rate,
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_p_He4_He4_to_He3_Li7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_p_He4_He4_to_He3_Li7_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // n + p + He4 + He4 --> He3 + Li7
 
@@ -53986,9 +61567,13 @@ void rate_n_p_He4_He4_to_He3_Li7_reaclib(const tf_t& tfactors, amrex::Real& rate
     ln_set_rate =  -14.8862 + -111.725 * tfactors.T9i + -17.989 * tfactors.T913i + -1.57523e-09 * tfactors.T913
                          + 1.45934e-10 * tfactors.T9 + -1.15341e-11 * tfactors.T953 + -3.66667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  111.725 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -17.989 * tfactors.T943i + (1.0/3.0) * -1.57523e-09 * tfactors.T923i
                                   + 1.45934e-10 + (5.0/3.0) * -1.15341e-11 * tfactors.T923 + -3.66667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -54002,8 +61587,8 @@ void rate_n_p_He4_He4_to_He3_Li7_reaclib(const tf_t& tfactors, amrex::Real& rate
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_n_p_He4_He4_to_p_Be9_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_n_p_He4_He4_to_p_Be9_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // n + p + He4 + He4 --> p + Be9
 
@@ -54018,9 +61603,13 @@ void rate_n_p_He4_He4_to_p_Be9_reaclib(const tf_t& tfactors, amrex::Real& rate,
     ln_set_rate =  -25.452 + -8.47112 * tfactors.T9i + 1.40505e-06 * tfactors.T913i + -1.47128e-06 * tfactors.T913
                          + 6.89313e-08 * tfactors.T9 + -3.55179e-09 * tfactors.T953 + -4.5 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  8.47112 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * 1.40505e-06 * tfactors.T943i + (1.0/3.0) * -1.47128e-06 * tfactors.T923i
                                   + 6.89313e-08 + (5.0/3.0) * -3.55179e-09 * tfactors.T923 + -4.5 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -54035,9 +61624,13 @@ void rate_n_p_He4_He4_to_p_Be9_reaclib(const tf_t& tfactors, amrex::Real& rate,
     ln_set_rate =  -31.5916 + -3.22032 * tfactors.T9i + -0.634849 * tfactors.T913i + 4.82033 * tfactors.T913
                          + -0.257317 * tfactors.T9 + 0.0134206 * tfactors.T953 + -4.08885 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  3.22032 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -0.634849 * tfactors.T943i + (1.0/3.0) * 4.82033 * tfactors.T923i
                                   + -0.257317 + (5.0/3.0) * 0.0134206 * tfactors.T923 + -4.08885 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -54051,8 +61644,8 @@ void rate_n_p_He4_He4_to_p_Be9_reaclib(const tf_t& tfactors, amrex::Real& rate,
 }
 
 template <int do_T_derivatives>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void rate_p_p_He4_He4_to_He3_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate, amrex::Real& drate_dT) {
+AMREX_GPU_DEVICE AMREX_INLINE
+void rate_p_p_He4_He4_to_He3_Be7_reaclib(const tf_t& tfactors, const amrex::Real log_scor, const amrex::Real dlog_scor_dT, amrex::Real& rate, amrex::Real& drate_dT) {
 
     // p + p + He4 + He4 --> He3 + Be7
 
@@ -54067,9 +61660,13 @@ void rate_p_p_He4_He4_to_He3_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate
     ln_set_rate =  -13.1807 + -130.807 * tfactors.T9i + -21.793 * tfactors.T913i + -1.98126e-09 * tfactors.T913
                          + 1.84204e-10 * tfactors.T9 + -1.46403e-11 * tfactors.T953 + -3.66667 * tfactors.lnT9;
 
+    ln_set_rate += log_scor;
+
     if constexpr (do_T_derivatives) {
         dln_set_rate_dT9 =  130.807 * tfactors.T9i * tfactors.T9i + -(1.0/3.0) * -21.793 * tfactors.T943i + (1.0/3.0) * -1.98126e-09 * tfactors.T923i
                                   + 1.84204e-10 + (5.0/3.0) * -1.46403e-11 * tfactors.T923 + -3.66667 * tfactors.T9i;
+
+        dln_set_rate_dT9 += dlog_scor_dT * 1.0e9_rt;
     }
 
     // avoid underflows by zeroing rates in [0.0, 1.e-100]
@@ -54083,8779 +61680,21916 @@ void rate_p_p_He4_He4_to_He3_Be7_reaclib(const tf_t& tfactors, amrex::Real& rate
 }
 
 
-
 template <int do_T_derivatives, typename T>
 AMREX_GPU_HOST_DEVICE AMREX_INLINE
 void
-fill_reaclib_rates(const tf_t& tfactors, T& rate_eval)
+fill_reaclib_rates([[maybe_unused]] const tf_t& tfactors,
+                   [[maybe_unused]] T& rate_eval)
 {
 
-    amrex::Real rate;
-    amrex::Real drate_dT;
+    [[maybe_unused]] amrex::Real rate;
+    [[maybe_unused]] amrex::Real drate_dT;
 
-    rate_Be7_to_Li7_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Be7_to_Li7_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Be7_to_Li7_reaclib) = drate_dT;
+    {
+        // Be7_to_Li7_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Be7_to_Li7_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Be7_to_Li7_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Be7_to_Li7_reaclib) = drate_dT;
+        }
     }
-    rate_C14_to_N14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C14_to_N14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C14_to_N14_reaclib) = drate_dT;
 
-    }
-    rate_N13_to_C13_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_N13_to_C13_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_N13_to_C13_reaclib) = drate_dT;
+    {
+        // C14_to_N14_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_C14_to_N14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C14_to_N14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C14_to_N14_reaclib) = drate_dT;
+        }
     }
-    rate_O14_to_N14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O14_to_N14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O14_to_N14_reaclib) = drate_dT;
 
-    }
-    rate_O15_to_N15_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O15_to_N15_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O15_to_N15_reaclib) = drate_dT;
+    {
+        // N13_to_C13_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_N13_to_C13_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_N13_to_C13_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_N13_to_C13_reaclib) = drate_dT;
+        }
     }
-    rate_F17_to_O17_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_F17_to_O17_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_F17_to_O17_reaclib) = drate_dT;
 
-    }
-    rate_F18_to_O18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_F18_to_O18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_F18_to_O18_reaclib) = drate_dT;
+    {
+        // O14_to_N14_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O14_to_N14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O14_to_N14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O14_to_N14_reaclib) = drate_dT;
+        }
     }
-    rate_Ne18_to_F18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ne18_to_F18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ne18_to_F18_reaclib) = drate_dT;
 
-    }
-    rate_Ne19_to_F19_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ne19_to_F19_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ne19_to_F19_reaclib) = drate_dT;
+    {
+        // O15_to_N15_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O15_to_N15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O15_to_N15_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O15_to_N15_reaclib) = drate_dT;
+        }
     }
-    rate_Zn59_to_Cu59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Zn59_to_Cu59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Zn59_to_Cu59_reaclib) = drate_dT;
 
-    }
-    rate_Ge63_to_Ga63_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ge63_to_Ga63_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ge63_to_Ga63_reaclib) = drate_dT;
+    {
+        // F17_to_O17_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_F17_to_O17_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_F17_to_O17_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_F17_to_O17_reaclib) = drate_dT;
+        }
     }
-    rate_d_to_n_p_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_d_to_n_p_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_d_to_n_p_reaclib) = drate_dT;
 
-    }
-    rate_He3_to_p_d_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He3_to_p_d_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He3_to_p_d_reaclib) = drate_dT;
+    {
+        // F18_to_O18_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_F18_to_O18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_F18_to_O18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_F18_to_O18_reaclib) = drate_dT;
+        }
     }
-    rate_He4_to_n_He3_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_to_n_He3_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_to_n_He3_reaclib) = drate_dT;
 
-    }
-    rate_He4_to_d_d_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_to_d_d_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_to_d_d_reaclib) = drate_dT;
+    {
+        // Ne18_to_F18_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne18_to_F18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ne18_to_F18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ne18_to_F18_reaclib) = drate_dT;
+        }
     }
-    rate_Li6_to_He4_d_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Li6_to_He4_d_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Li6_to_He4_d_reaclib) = drate_dT;
 
-    }
-    rate_Li7_to_n_Li6_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Li7_to_n_Li6_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Li7_to_n_Li6_reaclib) = drate_dT;
+    {
+        // Ne19_to_F19_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne19_to_F19_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ne19_to_F19_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ne19_to_F19_reaclib) = drate_dT;
+        }
     }
-    rate_Be7_to_p_Li6_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Be7_to_p_Li6_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Be7_to_p_Li6_reaclib) = drate_dT;
 
-    }
-    rate_Be7_to_He4_He3_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Be7_to_He4_He3_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Be7_to_He4_He3_reaclib) = drate_dT;
+    {
+        // Zn59_to_Cu59_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Zn59_to_Cu59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Zn59_to_Cu59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Zn59_to_Cu59_reaclib) = drate_dT;
+        }
     }
-    rate_B8_to_p_Be7_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_B8_to_p_Be7_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_B8_to_p_Be7_reaclib) = drate_dT;
 
-    }
-    rate_B8_to_He4_He4_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_B8_to_He4_He4_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_B8_to_He4_He4_reaclib) = drate_dT;
+    {
+        // Ge63_to_Ga63_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ge63_to_Ga63_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ge63_to_Ga63_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ge63_to_Ga63_reaclib) = drate_dT;
+        }
     }
-    rate_B10_to_p_Be9_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_B10_to_p_Be9_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_B10_to_p_Be9_reaclib) = drate_dT;
 
-    }
-    rate_B10_to_He4_Li6_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_B10_to_He4_Li6_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_B10_to_He4_Li6_reaclib) = drate_dT;
+    {
+        // d_to_n_p_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_d_to_n_p_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_d_to_n_p_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_d_to_n_p_reaclib) = drate_dT;
+        }
     }
-    rate_B11_to_n_B10_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_B11_to_n_B10_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_B11_to_n_B10_reaclib) = drate_dT;
 
-    }
-    rate_B11_to_He4_Li7_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_B11_to_He4_Li7_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_B11_to_He4_Li7_reaclib) = drate_dT;
+    {
+        // He3_to_p_d_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_He3_to_p_d_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He3_to_p_d_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He3_to_p_d_reaclib) = drate_dT;
+        }
     }
-    rate_C12_to_p_B11_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_to_p_B11_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_to_p_B11_reaclib) = drate_dT;
 
-    }
-    rate_C13_to_n_C12_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C13_to_n_C12_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C13_to_n_C12_reaclib) = drate_dT;
+    {
+        // He4_to_n_He3_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_He4_to_n_He3_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_to_n_He3_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_to_n_He3_reaclib) = drate_dT;
+        }
     }
-    rate_C14_to_n_C13_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C14_to_n_C13_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C14_to_n_C13_reaclib) = drate_dT;
 
-    }
-    rate_N13_to_p_C12_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_N13_to_p_C12_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_N13_to_p_C12_reaclib) = drate_dT;
+    {
+        // He4_to_d_d_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_He4_to_d_d_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_to_d_d_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_to_d_d_reaclib) = drate_dT;
+        }
     }
-    rate_N14_to_n_N13_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_N14_to_n_N13_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_N14_to_n_N13_reaclib) = drate_dT;
 
-    }
-    rate_N14_to_p_C13_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_N14_to_p_C13_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_N14_to_p_C13_reaclib) = drate_dT;
+    {
+        // Li6_to_He4_d_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Li6_to_He4_d_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Li6_to_He4_d_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Li6_to_He4_d_reaclib) = drate_dT;
+        }
     }
-    rate_N15_to_n_N14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_N15_to_n_N14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_N15_to_n_N14_reaclib) = drate_dT;
 
-    }
-    rate_N15_to_p_C14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_N15_to_p_C14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_N15_to_p_C14_reaclib) = drate_dT;
+    {
+        // Li7_to_n_Li6_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Li7_to_n_Li6_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Li7_to_n_Li6_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Li7_to_n_Li6_reaclib) = drate_dT;
+        }
     }
-    rate_O14_to_p_N13_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O14_to_p_N13_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O14_to_p_N13_reaclib) = drate_dT;
 
-    }
-    rate_O15_to_n_O14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O15_to_n_O14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O15_to_n_O14_reaclib) = drate_dT;
+    {
+        // Be7_to_p_Li6_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Be7_to_p_Li6_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Be7_to_p_Li6_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Be7_to_p_Li6_reaclib) = drate_dT;
+        }
     }
-    rate_O15_to_p_N14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O15_to_p_N14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O15_to_p_N14_reaclib) = drate_dT;
 
-    }
-    rate_O16_to_n_O15_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O16_to_n_O15_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_to_n_O15_reaclib) = drate_dT;
+    {
+        // Be7_to_He4_He3_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Be7_to_He4_He3_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Be7_to_He4_He3_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Be7_to_He4_He3_reaclib) = drate_dT;
+        }
     }
-    rate_O16_to_p_N15_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O16_to_p_N15_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_to_p_N15_reaclib) = drate_dT;
 
-    }
-    rate_O16_to_He4_C12_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O16_to_He4_C12_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_to_He4_C12_reaclib) = drate_dT;
+    {
+        // B8_to_p_Be7_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_B8_to_p_Be7_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_B8_to_p_Be7_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_B8_to_p_Be7_reaclib) = drate_dT;
+        }
     }
-    rate_O17_to_n_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O17_to_n_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O17_to_n_O16_reaclib) = drate_dT;
 
-    }
-    rate_O18_to_n_O17_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O18_to_n_O17_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O18_to_n_O17_reaclib) = drate_dT;
+    {
+        // B8_to_He4_He4_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_B8_to_He4_He4_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_B8_to_He4_He4_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_B8_to_He4_He4_reaclib) = drate_dT;
+        }
     }
-    rate_O18_to_He4_C14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O18_to_He4_C14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O18_to_He4_C14_reaclib) = drate_dT;
 
-    }
-    rate_F17_to_p_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_F17_to_p_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_F17_to_p_O16_reaclib) = drate_dT;
+    {
+        // B10_to_p_Be9_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_B10_to_p_Be9_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_B10_to_p_Be9_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_B10_to_p_Be9_reaclib) = drate_dT;
+        }
     }
-    rate_F18_to_n_F17_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_F18_to_n_F17_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_F18_to_n_F17_reaclib) = drate_dT;
 
-    }
-    rate_F18_to_p_O17_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_F18_to_p_O17_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_F18_to_p_O17_reaclib) = drate_dT;
+    {
+        // B10_to_He4_Li6_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_B10_to_He4_Li6_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_B10_to_He4_Li6_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_B10_to_He4_Li6_reaclib) = drate_dT;
+        }
     }
-    rate_F18_to_He4_N14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_F18_to_He4_N14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_F18_to_He4_N14_reaclib) = drate_dT;
 
-    }
-    rate_F19_to_n_F18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_F19_to_n_F18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_F19_to_n_F18_reaclib) = drate_dT;
+    {
+        // B11_to_n_B10_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_B11_to_n_B10_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_B11_to_n_B10_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_B11_to_n_B10_reaclib) = drate_dT;
+        }
     }
-    rate_F19_to_p_O18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_F19_to_p_O18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_F19_to_p_O18_reaclib) = drate_dT;
 
-    }
-    rate_F19_to_He4_N15_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_F19_to_He4_N15_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_F19_to_He4_N15_reaclib) = drate_dT;
+    {
+        // B11_to_He4_Li7_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_B11_to_He4_Li7_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_B11_to_He4_Li7_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_B11_to_He4_Li7_reaclib) = drate_dT;
+        }
     }
-    rate_Ne18_to_p_F17_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ne18_to_p_F17_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ne18_to_p_F17_reaclib) = drate_dT;
 
-    }
-    rate_Ne18_to_He4_O14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ne18_to_He4_O14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ne18_to_He4_O14_reaclib) = drate_dT;
+    {
+        // C12_to_p_B11_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_C12_to_p_B11_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_to_p_B11_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_to_p_B11_reaclib) = drate_dT;
+        }
     }
-    rate_Ne19_to_n_Ne18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ne19_to_n_Ne18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ne19_to_n_Ne18_reaclib) = drate_dT;
 
-    }
-    rate_Ne19_to_p_F18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ne19_to_p_F18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ne19_to_p_F18_reaclib) = drate_dT;
+    {
+        // C13_to_n_C12_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_C13_to_n_C12_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C13_to_n_C12_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C13_to_n_C12_reaclib) = drate_dT;
+        }
     }
-    rate_Ne19_to_He4_O15_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ne19_to_He4_O15_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ne19_to_He4_O15_reaclib) = drate_dT;
 
-    }
-    rate_Ne20_to_n_Ne19_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ne20_to_n_Ne19_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ne20_to_n_Ne19_reaclib) = drate_dT;
+    {
+        // C14_to_n_C13_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_C14_to_n_C13_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C14_to_n_C13_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C14_to_n_C13_reaclib) = drate_dT;
+        }
     }
-    rate_Ne20_to_p_F19_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ne20_to_p_F19_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ne20_to_p_F19_reaclib) = drate_dT;
 
-    }
-    rate_Ne20_to_He4_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ne20_to_He4_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ne20_to_He4_O16_reaclib) = drate_dT;
+    {
+        // N13_to_p_C12_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_N13_to_p_C12_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_N13_to_p_C12_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_N13_to_p_C12_reaclib) = drate_dT;
+        }
     }
-    rate_Ne21_to_n_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ne21_to_n_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ne21_to_n_Ne20_reaclib) = drate_dT;
 
-    }
-    rate_Ne21_to_He4_O17_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ne21_to_He4_O17_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ne21_to_He4_O17_reaclib) = drate_dT;
+    {
+        // N14_to_n_N13_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_N14_to_n_N13_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_N14_to_n_N13_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_N14_to_n_N13_reaclib) = drate_dT;
+        }
     }
-    rate_Ne22_to_n_Ne21_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ne22_to_n_Ne21_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ne22_to_n_Ne21_reaclib) = drate_dT;
 
-    }
-    rate_Ne22_to_He4_O18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ne22_to_He4_O18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ne22_to_He4_O18_reaclib) = drate_dT;
+    {
+        // N14_to_p_C13_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_N14_to_p_C13_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_N14_to_p_C13_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_N14_to_p_C13_reaclib) = drate_dT;
+        }
     }
-    rate_Na21_to_p_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Na21_to_p_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Na21_to_p_Ne20_reaclib) = drate_dT;
 
-    }
-    rate_Na21_to_He4_F17_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Na21_to_He4_F17_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Na21_to_He4_F17_reaclib) = drate_dT;
+    {
+        // N15_to_n_N14_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_N15_to_n_N14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_N15_to_n_N14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_N15_to_n_N14_reaclib) = drate_dT;
+        }
     }
-    rate_Na22_to_n_Na21_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Na22_to_n_Na21_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Na22_to_n_Na21_reaclib) = drate_dT;
 
-    }
-    rate_Na22_to_p_Ne21_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Na22_to_p_Ne21_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Na22_to_p_Ne21_reaclib) = drate_dT;
+    {
+        // N15_to_p_C14_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_N15_to_p_C14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_N15_to_p_C14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_N15_to_p_C14_reaclib) = drate_dT;
+        }
     }
-    rate_Na22_to_He4_F18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Na22_to_He4_F18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Na22_to_He4_F18_reaclib) = drate_dT;
 
-    }
-    rate_Na23_to_n_Na22_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Na23_to_n_Na22_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Na23_to_n_Na22_reaclib) = drate_dT;
+    {
+        // O14_to_p_N13_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O14_to_p_N13_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O14_to_p_N13_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O14_to_p_N13_reaclib) = drate_dT;
+        }
     }
-    rate_Na23_to_p_Ne22_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Na23_to_p_Ne22_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Na23_to_p_Ne22_reaclib) = drate_dT;
 
-    }
-    rate_Na23_to_He4_F19_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Na23_to_He4_F19_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Na23_to_He4_F19_reaclib) = drate_dT;
+    {
+        // O15_to_n_O14_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O15_to_n_O14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O15_to_n_O14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O15_to_n_O14_reaclib) = drate_dT;
+        }
     }
-    rate_Mg23_to_p_Na22_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Mg23_to_p_Na22_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mg23_to_p_Na22_reaclib) = drate_dT;
 
-    }
-    rate_Mg23_to_He4_Ne19_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Mg23_to_He4_Ne19_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mg23_to_He4_Ne19_reaclib) = drate_dT;
+    {
+        // O15_to_p_N14_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O15_to_p_N14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O15_to_p_N14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O15_to_p_N14_reaclib) = drate_dT;
+        }
     }
-    rate_Mg24_to_n_Mg23_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Mg24_to_n_Mg23_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mg24_to_n_Mg23_reaclib) = drate_dT;
 
-    }
-    rate_Mg24_to_p_Na23_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Mg24_to_p_Na23_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mg24_to_p_Na23_reaclib) = drate_dT;
+    {
+        // O16_to_n_O15_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O16_to_n_O15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O16_to_n_O15_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O16_to_n_O15_reaclib) = drate_dT;
+        }
     }
-    rate_Mg24_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Mg24_to_He4_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mg24_to_He4_Ne20_reaclib) = drate_dT;
 
-    }
-    rate_Mg25_to_n_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Mg25_to_n_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mg25_to_n_Mg24_reaclib) = drate_dT;
+    {
+        // O16_to_p_N15_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O16_to_p_N15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O16_to_p_N15_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O16_to_p_N15_reaclib) = drate_dT;
+        }
     }
-    rate_Mg25_to_He4_Ne21_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Mg25_to_He4_Ne21_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mg25_to_He4_Ne21_reaclib) = drate_dT;
 
-    }
-    rate_Mg26_to_n_Mg25_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Mg26_to_n_Mg25_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mg26_to_n_Mg25_reaclib) = drate_dT;
+    {
+        // O16_to_He4_C12_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O16_to_He4_C12_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O16_to_He4_C12_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O16_to_He4_C12_reaclib) = drate_dT;
+        }
     }
-    rate_Mg26_to_He4_Ne22_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Mg26_to_He4_Ne22_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mg26_to_He4_Ne22_reaclib) = drate_dT;
 
-    }
-    rate_Al25_to_p_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Al25_to_p_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Al25_to_p_Mg24_reaclib) = drate_dT;
+    {
+        // O17_to_n_O16_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O17_to_n_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O17_to_n_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O17_to_n_O16_reaclib) = drate_dT;
+        }
     }
-    rate_Al25_to_He4_Na21_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Al25_to_He4_Na21_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Al25_to_He4_Na21_reaclib) = drate_dT;
 
-    }
-    rate_Al26_to_n_Al25_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Al26_to_n_Al25_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Al26_to_n_Al25_reaclib) = drate_dT;
+    {
+        // O18_to_n_O17_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O18_to_n_O17_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O18_to_n_O17_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O18_to_n_O17_reaclib) = drate_dT;
+        }
     }
-    rate_Al26_to_p_Mg25_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Al26_to_p_Mg25_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Al26_to_p_Mg25_reaclib) = drate_dT;
 
-    }
-    rate_Al26_to_He4_Na22_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Al26_to_He4_Na22_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Al26_to_He4_Na22_reaclib) = drate_dT;
+    {
+        // O18_to_He4_C14_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_O18_to_He4_C14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O18_to_He4_C14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O18_to_He4_C14_reaclib) = drate_dT;
+        }
     }
-    rate_Al27_to_n_Al26_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Al27_to_n_Al26_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Al27_to_n_Al26_reaclib) = drate_dT;
 
-    }
-    rate_Al27_to_p_Mg26_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Al27_to_p_Mg26_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Al27_to_p_Mg26_reaclib) = drate_dT;
+    {
+        // F17_to_p_O16_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_F17_to_p_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_F17_to_p_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_F17_to_p_O16_reaclib) = drate_dT;
+        }
     }
-    rate_Al27_to_He4_Na23_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Al27_to_He4_Na23_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Al27_to_He4_Na23_reaclib) = drate_dT;
 
-    }
-    rate_Si28_to_p_Al27_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Si28_to_p_Al27_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Si28_to_p_Al27_reaclib) = drate_dT;
+    {
+        // F18_to_n_F17_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_F18_to_n_F17_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_F18_to_n_F17_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_F18_to_n_F17_reaclib) = drate_dT;
+        }
     }
-    rate_Si28_to_He4_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Si28_to_He4_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Si28_to_He4_Mg24_reaclib) = drate_dT;
 
-    }
-    rate_Si29_to_n_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Si29_to_n_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Si29_to_n_Si28_reaclib) = drate_dT;
+    {
+        // F18_to_p_O17_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_F18_to_p_O17_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_F18_to_p_O17_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_F18_to_p_O17_reaclib) = drate_dT;
+        }
     }
-    rate_Si29_to_He4_Mg25_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Si29_to_He4_Mg25_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Si29_to_He4_Mg25_reaclib) = drate_dT;
 
-    }
-    rate_Si30_to_n_Si29_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Si30_to_n_Si29_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Si30_to_n_Si29_reaclib) = drate_dT;
+    {
+        // F18_to_He4_N14_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_F18_to_He4_N14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_F18_to_He4_N14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_F18_to_He4_N14_reaclib) = drate_dT;
+        }
     }
-    rate_Si30_to_He4_Mg26_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Si30_to_He4_Mg26_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Si30_to_He4_Mg26_reaclib) = drate_dT;
 
-    }
-    rate_Si31_to_n_Si30_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Si31_to_n_Si30_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Si31_to_n_Si30_reaclib) = drate_dT;
+    {
+        // F19_to_n_F18_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_F19_to_n_F18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_F19_to_n_F18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_F19_to_n_F18_reaclib) = drate_dT;
+        }
     }
-    rate_Si32_to_n_Si31_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Si32_to_n_Si31_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Si32_to_n_Si31_reaclib) = drate_dT;
 
-    }
-    rate_P29_to_p_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_P29_to_p_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_P29_to_p_Si28_reaclib) = drate_dT;
+    {
+        // F19_to_p_O18_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_F19_to_p_O18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_F19_to_p_O18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_F19_to_p_O18_reaclib) = drate_dT;
+        }
     }
-    rate_P29_to_He4_Al25_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_P29_to_He4_Al25_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_P29_to_He4_Al25_reaclib) = drate_dT;
 
-    }
-    rate_P30_to_n_P29_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_P30_to_n_P29_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_P30_to_n_P29_reaclib) = drate_dT;
+    {
+        // F19_to_He4_N15_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_F19_to_He4_N15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_F19_to_He4_N15_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_F19_to_He4_N15_reaclib) = drate_dT;
+        }
     }
-    rate_P30_to_p_Si29_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_P30_to_p_Si29_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_P30_to_p_Si29_reaclib) = drate_dT;
 
-    }
-    rate_P30_to_He4_Al26_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_P30_to_He4_Al26_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_P30_to_He4_Al26_reaclib) = drate_dT;
+    {
+        // Ne18_to_p_F17_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne18_to_p_F17_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ne18_to_p_F17_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ne18_to_p_F17_reaclib) = drate_dT;
+        }
     }
-    rate_P31_to_n_P30_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_P31_to_n_P30_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_P31_to_n_P30_reaclib) = drate_dT;
 
-    }
-    rate_P31_to_p_Si30_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_P31_to_p_Si30_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_P31_to_p_Si30_reaclib) = drate_dT;
+    {
+        // Ne18_to_He4_O14_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne18_to_He4_O14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ne18_to_He4_O14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ne18_to_He4_O14_reaclib) = drate_dT;
+        }
     }
-    rate_P31_to_He4_Al27_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_P31_to_He4_Al27_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_P31_to_He4_Al27_reaclib) = drate_dT;
 
-    }
-    rate_P32_to_n_P31_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_P32_to_n_P31_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_P32_to_n_P31_reaclib) = drate_dT;
+    {
+        // Ne19_to_n_Ne18_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne19_to_n_Ne18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ne19_to_n_Ne18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ne19_to_n_Ne18_reaclib) = drate_dT;
+        }
     }
-    rate_P32_to_p_Si31_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_P32_to_p_Si31_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_P32_to_p_Si31_reaclib) = drate_dT;
 
-    }
-    rate_P33_to_n_P32_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_P33_to_n_P32_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_P33_to_n_P32_reaclib) = drate_dT;
+    {
+        // Ne19_to_p_F18_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne19_to_p_F18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ne19_to_p_F18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ne19_to_p_F18_reaclib) = drate_dT;
+        }
     }
-    rate_P33_to_p_Si32_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_P33_to_p_Si32_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_P33_to_p_Si32_reaclib) = drate_dT;
 
-    }
-    rate_S32_to_p_P31_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_S32_to_p_P31_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_S32_to_p_P31_reaclib) = drate_dT;
+    {
+        // Ne19_to_He4_O15_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne19_to_He4_O15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ne19_to_He4_O15_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ne19_to_He4_O15_reaclib) = drate_dT;
+        }
     }
-    rate_S32_to_He4_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_S32_to_He4_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_S32_to_He4_Si28_reaclib) = drate_dT;
 
-    }
-    rate_S33_to_n_S32_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_S33_to_n_S32_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_S33_to_n_S32_reaclib) = drate_dT;
+    {
+        // Ne20_to_n_Ne19_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne20_to_n_Ne19_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ne20_to_n_Ne19_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ne20_to_n_Ne19_reaclib) = drate_dT;
+        }
     }
-    rate_S33_to_p_P32_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_S33_to_p_P32_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_S33_to_p_P32_reaclib) = drate_dT;
 
-    }
-    rate_S33_to_He4_Si29_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_S33_to_He4_Si29_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_S33_to_He4_Si29_reaclib) = drate_dT;
+    {
+        // Ne20_to_p_F19_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne20_to_p_F19_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ne20_to_p_F19_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ne20_to_p_F19_reaclib) = drate_dT;
+        }
     }
-    rate_S34_to_n_S33_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_S34_to_n_S33_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_S34_to_n_S33_reaclib) = drate_dT;
 
-    }
-    rate_S34_to_p_P33_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_S34_to_p_P33_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_S34_to_p_P33_reaclib) = drate_dT;
+    {
+        // Ne20_to_He4_O16_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne20_to_He4_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ne20_to_He4_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ne20_to_He4_O16_reaclib) = drate_dT;
+        }
     }
-    rate_S34_to_He4_Si30_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_S34_to_He4_Si30_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_S34_to_He4_Si30_reaclib) = drate_dT;
 
-    }
-    rate_S35_to_n_S34_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_S35_to_n_S34_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_S35_to_n_S34_reaclib) = drate_dT;
+    {
+        // Ne21_to_n_Ne20_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne21_to_n_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ne21_to_n_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ne21_to_n_Ne20_reaclib) = drate_dT;
+        }
     }
-    rate_S35_to_He4_Si31_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_S35_to_He4_Si31_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_S35_to_He4_Si31_reaclib) = drate_dT;
 
-    }
-    rate_S36_to_n_S35_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_S36_to_n_S35_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_S36_to_n_S35_reaclib) = drate_dT;
+    {
+        // Ne21_to_He4_O17_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne21_to_He4_O17_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ne21_to_He4_O17_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ne21_to_He4_O17_reaclib) = drate_dT;
+        }
     }
-    rate_S36_to_He4_Si32_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_S36_to_He4_Si32_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_S36_to_He4_Si32_reaclib) = drate_dT;
 
-    }
-    rate_Cl33_to_p_S32_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cl33_to_p_S32_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cl33_to_p_S32_reaclib) = drate_dT;
+    {
+        // Ne22_to_n_Ne21_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne22_to_n_Ne21_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ne22_to_n_Ne21_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ne22_to_n_Ne21_reaclib) = drate_dT;
+        }
     }
-    rate_Cl33_to_He4_P29_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cl33_to_He4_P29_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cl33_to_He4_P29_reaclib) = drate_dT;
 
-    }
-    rate_Cl34_to_n_Cl33_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cl34_to_n_Cl33_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cl34_to_n_Cl33_reaclib) = drate_dT;
+    {
+        // Ne22_to_He4_O18_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ne22_to_He4_O18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ne22_to_He4_O18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ne22_to_He4_O18_reaclib) = drate_dT;
+        }
     }
-    rate_Cl34_to_p_S33_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cl34_to_p_S33_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cl34_to_p_S33_reaclib) = drate_dT;
 
-    }
-    rate_Cl34_to_He4_P30_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cl34_to_He4_P30_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cl34_to_He4_P30_reaclib) = drate_dT;
+    {
+        // Na21_to_p_Ne20_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Na21_to_p_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Na21_to_p_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Na21_to_p_Ne20_reaclib) = drate_dT;
+        }
     }
-    rate_Cl35_to_n_Cl34_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cl35_to_n_Cl34_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cl35_to_n_Cl34_reaclib) = drate_dT;
 
-    }
-    rate_Cl35_to_p_S34_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cl35_to_p_S34_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cl35_to_p_S34_reaclib) = drate_dT;
+    {
+        // Na21_to_He4_F17_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Na21_to_He4_F17_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Na21_to_He4_F17_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Na21_to_He4_F17_reaclib) = drate_dT;
+        }
     }
-    rate_Cl35_to_He4_P31_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cl35_to_He4_P31_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cl35_to_He4_P31_reaclib) = drate_dT;
 
-    }
-    rate_Cl36_to_n_Cl35_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cl36_to_n_Cl35_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cl36_to_n_Cl35_reaclib) = drate_dT;
+    {
+        // Na22_to_n_Na21_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Na22_to_n_Na21_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Na22_to_n_Na21_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Na22_to_n_Na21_reaclib) = drate_dT;
+        }
     }
-    rate_Cl36_to_p_S35_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cl36_to_p_S35_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cl36_to_p_S35_reaclib) = drate_dT;
 
-    }
-    rate_Cl36_to_He4_P32_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cl36_to_He4_P32_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cl36_to_He4_P32_reaclib) = drate_dT;
+    {
+        // Na22_to_p_Ne21_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Na22_to_p_Ne21_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Na22_to_p_Ne21_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Na22_to_p_Ne21_reaclib) = drate_dT;
+        }
     }
-    rate_Cl37_to_n_Cl36_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cl37_to_n_Cl36_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cl37_to_n_Cl36_reaclib) = drate_dT;
 
-    }
-    rate_Cl37_to_p_S36_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cl37_to_p_S36_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cl37_to_p_S36_reaclib) = drate_dT;
+    {
+        // Na22_to_He4_F18_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Na22_to_He4_F18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Na22_to_He4_F18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Na22_to_He4_F18_reaclib) = drate_dT;
+        }
     }
-    rate_Cl37_to_He4_P33_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cl37_to_He4_P33_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cl37_to_He4_P33_reaclib) = drate_dT;
 
-    }
-    rate_Ar36_to_p_Cl35_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ar36_to_p_Cl35_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ar36_to_p_Cl35_reaclib) = drate_dT;
+    {
+        // Na23_to_n_Na22_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Na23_to_n_Na22_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Na23_to_n_Na22_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Na23_to_n_Na22_reaclib) = drate_dT;
+        }
     }
-    rate_Ar36_to_He4_S32_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ar36_to_He4_S32_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ar36_to_He4_S32_reaclib) = drate_dT;
 
-    }
-    rate_Ar37_to_n_Ar36_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ar37_to_n_Ar36_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ar37_to_n_Ar36_reaclib) = drate_dT;
+    {
+        // Na23_to_p_Ne22_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Na23_to_p_Ne22_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Na23_to_p_Ne22_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Na23_to_p_Ne22_reaclib) = drate_dT;
+        }
     }
-    rate_Ar37_to_p_Cl36_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ar37_to_p_Cl36_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ar37_to_p_Cl36_reaclib) = drate_dT;
 
-    }
-    rate_Ar37_to_He4_S33_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ar37_to_He4_S33_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ar37_to_He4_S33_reaclib) = drate_dT;
+    {
+        // Na23_to_He4_F19_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Na23_to_He4_F19_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Na23_to_He4_F19_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Na23_to_He4_F19_reaclib) = drate_dT;
+        }
     }
-    rate_Ar38_to_n_Ar37_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ar38_to_n_Ar37_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ar38_to_n_Ar37_reaclib) = drate_dT;
 
-    }
-    rate_Ar38_to_p_Cl37_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ar38_to_p_Cl37_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ar38_to_p_Cl37_reaclib) = drate_dT;
+    {
+        // Mg23_to_p_Na22_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mg23_to_p_Na22_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Mg23_to_p_Na22_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mg23_to_p_Na22_reaclib) = drate_dT;
+        }
     }
-    rate_Ar38_to_He4_S34_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ar38_to_He4_S34_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ar38_to_He4_S34_reaclib) = drate_dT;
 
-    }
-    rate_Ar39_to_n_Ar38_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ar39_to_n_Ar38_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ar39_to_n_Ar38_reaclib) = drate_dT;
+    {
+        // Mg23_to_He4_Ne19_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mg23_to_He4_Ne19_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Mg23_to_He4_Ne19_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mg23_to_He4_Ne19_reaclib) = drate_dT;
+        }
     }
-    rate_Ar39_to_He4_S35_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ar39_to_He4_S35_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ar39_to_He4_S35_reaclib) = drate_dT;
 
-    }
-    rate_Ar40_to_n_Ar39_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ar40_to_n_Ar39_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ar40_to_n_Ar39_reaclib) = drate_dT;
+    {
+        // Mg24_to_n_Mg23_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mg24_to_n_Mg23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Mg24_to_n_Mg23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mg24_to_n_Mg23_reaclib) = drate_dT;
+        }
     }
-    rate_Ar40_to_He4_S36_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ar40_to_He4_S36_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ar40_to_He4_S36_reaclib) = drate_dT;
 
-    }
-    rate_K37_to_p_Ar36_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_K37_to_p_Ar36_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_K37_to_p_Ar36_reaclib) = drate_dT;
+    {
+        // Mg24_to_p_Na23_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mg24_to_p_Na23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Mg24_to_p_Na23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mg24_to_p_Na23_reaclib) = drate_dT;
+        }
     }
-    rate_K37_to_He4_Cl33_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_K37_to_He4_Cl33_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_K37_to_He4_Cl33_reaclib) = drate_dT;
 
-    }
-    rate_K38_to_n_K37_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_K38_to_n_K37_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_K38_to_n_K37_reaclib) = drate_dT;
+    {
+        // Mg24_to_He4_Ne20_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mg24_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Mg24_to_He4_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mg24_to_He4_Ne20_reaclib) = drate_dT;
+        }
     }
-    rate_K38_to_p_Ar37_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_K38_to_p_Ar37_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_K38_to_p_Ar37_reaclib) = drate_dT;
 
-    }
-    rate_K38_to_He4_Cl34_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_K38_to_He4_Cl34_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_K38_to_He4_Cl34_reaclib) = drate_dT;
+    {
+        // Mg25_to_n_Mg24_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mg25_to_n_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Mg25_to_n_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mg25_to_n_Mg24_reaclib) = drate_dT;
+        }
     }
-    rate_K39_to_n_K38_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_K39_to_n_K38_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_K39_to_n_K38_reaclib) = drate_dT;
 
-    }
-    rate_K39_to_p_Ar38_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_K39_to_p_Ar38_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_K39_to_p_Ar38_reaclib) = drate_dT;
+    {
+        // Mg25_to_He4_Ne21_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mg25_to_He4_Ne21_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Mg25_to_He4_Ne21_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mg25_to_He4_Ne21_reaclib) = drate_dT;
+        }
     }
-    rate_K39_to_He4_Cl35_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_K39_to_He4_Cl35_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_K39_to_He4_Cl35_reaclib) = drate_dT;
 
-    }
-    rate_K40_to_n_K39_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_K40_to_n_K39_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_K40_to_n_K39_reaclib) = drate_dT;
+    {
+        // Mg26_to_n_Mg25_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mg26_to_n_Mg25_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Mg26_to_n_Mg25_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mg26_to_n_Mg25_reaclib) = drate_dT;
+        }
     }
-    rate_K40_to_p_Ar39_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_K40_to_p_Ar39_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_K40_to_p_Ar39_reaclib) = drate_dT;
 
-    }
-    rate_K40_to_He4_Cl36_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_K40_to_He4_Cl36_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_K40_to_He4_Cl36_reaclib) = drate_dT;
+    {
+        // Mg26_to_He4_Ne22_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mg26_to_He4_Ne22_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Mg26_to_He4_Ne22_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mg26_to_He4_Ne22_reaclib) = drate_dT;
+        }
     }
-    rate_K41_to_n_K40_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_K41_to_n_K40_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_K41_to_n_K40_reaclib) = drate_dT;
 
-    }
-    rate_K41_to_p_Ar40_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_K41_to_p_Ar40_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_K41_to_p_Ar40_reaclib) = drate_dT;
+    {
+        // Al25_to_p_Mg24_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Al25_to_p_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Al25_to_p_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Al25_to_p_Mg24_reaclib) = drate_dT;
+        }
     }
-    rate_K41_to_He4_Cl37_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_K41_to_He4_Cl37_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_K41_to_He4_Cl37_reaclib) = drate_dT;
 
-    }
-    rate_Ca40_to_p_K39_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ca40_to_p_K39_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca40_to_p_K39_reaclib) = drate_dT;
+    {
+        // Al25_to_He4_Na21_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Al25_to_He4_Na21_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Al25_to_He4_Na21_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Al25_to_He4_Na21_reaclib) = drate_dT;
+        }
     }
-    rate_Ca40_to_He4_Ar36_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ca40_to_He4_Ar36_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca40_to_He4_Ar36_reaclib) = drate_dT;
 
-    }
-    rate_Ca41_to_n_Ca40_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ca41_to_n_Ca40_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca41_to_n_Ca40_reaclib) = drate_dT;
+    {
+        // Al26_to_n_Al25_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Al26_to_n_Al25_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Al26_to_n_Al25_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Al26_to_n_Al25_reaclib) = drate_dT;
+        }
     }
-    rate_Ca41_to_p_K40_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ca41_to_p_K40_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca41_to_p_K40_reaclib) = drate_dT;
 
-    }
-    rate_Ca41_to_He4_Ar37_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ca41_to_He4_Ar37_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca41_to_He4_Ar37_reaclib) = drate_dT;
+    {
+        // Al26_to_p_Mg25_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Al26_to_p_Mg25_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Al26_to_p_Mg25_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Al26_to_p_Mg25_reaclib) = drate_dT;
+        }
     }
-    rate_Ca42_to_n_Ca41_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ca42_to_n_Ca41_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca42_to_n_Ca41_reaclib) = drate_dT;
 
-    }
-    rate_Ca42_to_p_K41_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ca42_to_p_K41_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca42_to_p_K41_reaclib) = drate_dT;
+    {
+        // Al26_to_He4_Na22_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Al26_to_He4_Na22_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Al26_to_He4_Na22_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Al26_to_He4_Na22_reaclib) = drate_dT;
+        }
     }
-    rate_Ca42_to_He4_Ar38_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ca42_to_He4_Ar38_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca42_to_He4_Ar38_reaclib) = drate_dT;
 
-    }
-    rate_Ca43_to_n_Ca42_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ca43_to_n_Ca42_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca43_to_n_Ca42_reaclib) = drate_dT;
+    {
+        // Al27_to_n_Al26_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Al27_to_n_Al26_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Al27_to_n_Al26_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Al27_to_n_Al26_reaclib) = drate_dT;
+        }
     }
-    rate_Ca43_to_He4_Ar39_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ca43_to_He4_Ar39_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca43_to_He4_Ar39_reaclib) = drate_dT;
 
-    }
-    rate_Ca44_to_n_Ca43_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ca44_to_n_Ca43_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca44_to_n_Ca43_reaclib) = drate_dT;
+    {
+        // Al27_to_p_Mg26_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Al27_to_p_Mg26_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Al27_to_p_Mg26_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Al27_to_p_Mg26_reaclib) = drate_dT;
+        }
     }
-    rate_Ca44_to_He4_Ar40_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ca44_to_He4_Ar40_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca44_to_He4_Ar40_reaclib) = drate_dT;
 
-    }
-    rate_Ca45_to_n_Ca44_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ca45_to_n_Ca44_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca45_to_n_Ca44_reaclib) = drate_dT;
+    {
+        // Al27_to_He4_Na23_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Al27_to_He4_Na23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Al27_to_He4_Na23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Al27_to_He4_Na23_reaclib) = drate_dT;
+        }
     }
-    rate_Ca46_to_n_Ca45_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ca46_to_n_Ca45_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca46_to_n_Ca45_reaclib) = drate_dT;
 
-    }
-    rate_Ca47_to_n_Ca46_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ca47_to_n_Ca46_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca47_to_n_Ca46_reaclib) = drate_dT;
+    {
+        // Si28_to_p_Al27_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Si28_to_p_Al27_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Si28_to_p_Al27_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Si28_to_p_Al27_reaclib) = drate_dT;
+        }
     }
-    rate_Ca48_to_n_Ca47_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ca48_to_n_Ca47_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ca48_to_n_Ca47_reaclib) = drate_dT;
 
-    }
-    rate_Sc43_to_p_Ca42_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Sc43_to_p_Ca42_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Sc43_to_p_Ca42_reaclib) = drate_dT;
+    {
+        // Si28_to_He4_Mg24_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Si28_to_He4_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Si28_to_He4_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Si28_to_He4_Mg24_reaclib) = drate_dT;
+        }
     }
-    rate_Sc43_to_He4_K39_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Sc43_to_He4_K39_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Sc43_to_He4_K39_reaclib) = drate_dT;
 
-    }
-    rate_Sc44_to_n_Sc43_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Sc44_to_n_Sc43_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Sc44_to_n_Sc43_reaclib) = drate_dT;
+    {
+        // Si29_to_n_Si28_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Si29_to_n_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Si29_to_n_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Si29_to_n_Si28_reaclib) = drate_dT;
+        }
     }
-    rate_Sc44_to_p_Ca43_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Sc44_to_p_Ca43_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Sc44_to_p_Ca43_reaclib) = drate_dT;
 
-    }
-    rate_Sc44_to_He4_K40_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Sc44_to_He4_K40_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Sc44_to_He4_K40_reaclib) = drate_dT;
+    {
+        // Si29_to_He4_Mg25_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Si29_to_He4_Mg25_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Si29_to_He4_Mg25_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Si29_to_He4_Mg25_reaclib) = drate_dT;
+        }
     }
-    rate_Sc45_to_n_Sc44_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Sc45_to_n_Sc44_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Sc45_to_n_Sc44_reaclib) = drate_dT;
 
-    }
-    rate_Sc45_to_p_Ca44_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Sc45_to_p_Ca44_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Sc45_to_p_Ca44_reaclib) = drate_dT;
+    {
+        // Si30_to_n_Si29_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Si30_to_n_Si29_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Si30_to_n_Si29_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Si30_to_n_Si29_reaclib) = drate_dT;
+        }
     }
-    rate_Sc45_to_He4_K41_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Sc45_to_He4_K41_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Sc45_to_He4_K41_reaclib) = drate_dT;
 
-    }
-    rate_Sc46_to_n_Sc45_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Sc46_to_n_Sc45_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Sc46_to_n_Sc45_reaclib) = drate_dT;
+    {
+        // Si30_to_He4_Mg26_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Si30_to_He4_Mg26_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Si30_to_He4_Mg26_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Si30_to_He4_Mg26_reaclib) = drate_dT;
+        }
     }
-    rate_Sc46_to_p_Ca45_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Sc46_to_p_Ca45_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Sc46_to_p_Ca45_reaclib) = drate_dT;
 
-    }
-    rate_Sc47_to_n_Sc46_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Sc47_to_n_Sc46_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Sc47_to_n_Sc46_reaclib) = drate_dT;
+    {
+        // Si31_to_n_Si30_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Si31_to_n_Si30_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Si31_to_n_Si30_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Si31_to_n_Si30_reaclib) = drate_dT;
+        }
     }
-    rate_Sc47_to_p_Ca46_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Sc47_to_p_Ca46_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Sc47_to_p_Ca46_reaclib) = drate_dT;
 
-    }
-    rate_Sc48_to_n_Sc47_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Sc48_to_n_Sc47_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Sc48_to_n_Sc47_reaclib) = drate_dT;
+    {
+        // Si32_to_n_Si31_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Si32_to_n_Si31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Si32_to_n_Si31_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Si32_to_n_Si31_reaclib) = drate_dT;
+        }
     }
-    rate_Sc48_to_p_Ca47_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Sc48_to_p_Ca47_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Sc48_to_p_Ca47_reaclib) = drate_dT;
 
-    }
-    rate_Sc49_to_n_Sc48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Sc49_to_n_Sc48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Sc49_to_n_Sc48_reaclib) = drate_dT;
+    {
+        // P29_to_p_Si28_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_P29_to_p_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_P29_to_p_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_P29_to_p_Si28_reaclib) = drate_dT;
+        }
     }
-    rate_Sc49_to_p_Ca48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Sc49_to_p_Ca48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Sc49_to_p_Ca48_reaclib) = drate_dT;
 
-    }
-    rate_Ti44_to_p_Sc43_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ti44_to_p_Sc43_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti44_to_p_Sc43_reaclib) = drate_dT;
+    {
+        // P29_to_He4_Al25_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_P29_to_He4_Al25_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_P29_to_He4_Al25_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_P29_to_He4_Al25_reaclib) = drate_dT;
+        }
     }
-    rate_Ti44_to_He4_Ca40_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ti44_to_He4_Ca40_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti44_to_He4_Ca40_reaclib) = drate_dT;
 
-    }
-    rate_Ti45_to_n_Ti44_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ti45_to_n_Ti44_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti45_to_n_Ti44_reaclib) = drate_dT;
+    {
+        // P30_to_n_P29_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_P30_to_n_P29_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_P30_to_n_P29_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_P30_to_n_P29_reaclib) = drate_dT;
+        }
     }
-    rate_Ti45_to_p_Sc44_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ti45_to_p_Sc44_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti45_to_p_Sc44_reaclib) = drate_dT;
 
-    }
-    rate_Ti45_to_He4_Ca41_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ti45_to_He4_Ca41_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti45_to_He4_Ca41_reaclib) = drate_dT;
+    {
+        // P30_to_p_Si29_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_P30_to_p_Si29_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_P30_to_p_Si29_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_P30_to_p_Si29_reaclib) = drate_dT;
+        }
     }
-    rate_Ti46_to_n_Ti45_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ti46_to_n_Ti45_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti46_to_n_Ti45_reaclib) = drate_dT;
 
-    }
-    rate_Ti46_to_p_Sc45_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ti46_to_p_Sc45_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti46_to_p_Sc45_reaclib) = drate_dT;
+    {
+        // P30_to_He4_Al26_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_P30_to_He4_Al26_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_P30_to_He4_Al26_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_P30_to_He4_Al26_reaclib) = drate_dT;
+        }
     }
-    rate_Ti46_to_He4_Ca42_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ti46_to_He4_Ca42_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti46_to_He4_Ca42_reaclib) = drate_dT;
 
-    }
-    rate_Ti47_to_n_Ti46_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ti47_to_n_Ti46_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti47_to_n_Ti46_reaclib) = drate_dT;
+    {
+        // P31_to_n_P30_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_P31_to_n_P30_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_P31_to_n_P30_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_P31_to_n_P30_reaclib) = drate_dT;
+        }
     }
-    rate_Ti47_to_p_Sc46_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ti47_to_p_Sc46_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti47_to_p_Sc46_reaclib) = drate_dT;
 
-    }
-    rate_Ti47_to_He4_Ca43_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ti47_to_He4_Ca43_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti47_to_He4_Ca43_reaclib) = drate_dT;
+    {
+        // P31_to_p_Si30_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_P31_to_p_Si30_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_P31_to_p_Si30_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_P31_to_p_Si30_reaclib) = drate_dT;
+        }
     }
-    rate_Ti48_to_n_Ti47_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ti48_to_n_Ti47_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti48_to_n_Ti47_reaclib) = drate_dT;
 
-    }
-    rate_Ti48_to_p_Sc47_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ti48_to_p_Sc47_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti48_to_p_Sc47_reaclib) = drate_dT;
+    {
+        // P31_to_He4_Al27_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_P31_to_He4_Al27_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_P31_to_He4_Al27_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_P31_to_He4_Al27_reaclib) = drate_dT;
+        }
     }
-    rate_Ti48_to_He4_Ca44_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ti48_to_He4_Ca44_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti48_to_He4_Ca44_reaclib) = drate_dT;
 
-    }
-    rate_Ti49_to_n_Ti48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ti49_to_n_Ti48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti49_to_n_Ti48_reaclib) = drate_dT;
+    {
+        // P32_to_n_P31_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_P32_to_n_P31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_P32_to_n_P31_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_P32_to_n_P31_reaclib) = drate_dT;
+        }
     }
-    rate_Ti49_to_p_Sc48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ti49_to_p_Sc48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti49_to_p_Sc48_reaclib) = drate_dT;
 
-    }
-    rate_Ti49_to_He4_Ca45_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ti49_to_He4_Ca45_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti49_to_He4_Ca45_reaclib) = drate_dT;
+    {
+        // P32_to_p_Si31_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_P32_to_p_Si31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_P32_to_p_Si31_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_P32_to_p_Si31_reaclib) = drate_dT;
+        }
     }
-    rate_Ti50_to_n_Ti49_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ti50_to_n_Ti49_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti50_to_n_Ti49_reaclib) = drate_dT;
 
-    }
-    rate_Ti50_to_p_Sc49_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ti50_to_p_Sc49_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti50_to_p_Sc49_reaclib) = drate_dT;
+    {
+        // P33_to_n_P32_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_P33_to_n_P32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_P33_to_n_P32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_P33_to_n_P32_reaclib) = drate_dT;
+        }
     }
-    rate_Ti50_to_He4_Ca46_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ti50_to_He4_Ca46_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti50_to_He4_Ca46_reaclib) = drate_dT;
 
-    }
-    rate_Ti51_to_n_Ti50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ti51_to_n_Ti50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti51_to_n_Ti50_reaclib) = drate_dT;
+    {
+        // P33_to_p_Si32_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_P33_to_p_Si32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_P33_to_p_Si32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_P33_to_p_Si32_reaclib) = drate_dT;
+        }
     }
-    rate_Ti51_to_He4_Ca47_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ti51_to_He4_Ca47_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ti51_to_He4_Ca47_reaclib) = drate_dT;
 
-    }
-    rate_V46_to_p_Ti45_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_V46_to_p_Ti45_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_V46_to_p_Ti45_reaclib) = drate_dT;
+    {
+        // S32_to_p_P31_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_S32_to_p_P31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_S32_to_p_P31_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_S32_to_p_P31_reaclib) = drate_dT;
+        }
     }
-    rate_V47_to_n_V46_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_V47_to_n_V46_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_V47_to_n_V46_reaclib) = drate_dT;
 
-    }
-    rate_V47_to_p_Ti46_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_V47_to_p_Ti46_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_V47_to_p_Ti46_reaclib) = drate_dT;
+    {
+        // S32_to_He4_Si28_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_S32_to_He4_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_S32_to_He4_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_S32_to_He4_Si28_reaclib) = drate_dT;
+        }
     }
-    rate_V47_to_He4_Sc43_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_V47_to_He4_Sc43_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_V47_to_He4_Sc43_reaclib) = drate_dT;
 
-    }
-    rate_V48_to_n_V47_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_V48_to_n_V47_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_V48_to_n_V47_reaclib) = drate_dT;
+    {
+        // S33_to_n_S32_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_S33_to_n_S32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_S33_to_n_S32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_S33_to_n_S32_reaclib) = drate_dT;
+        }
     }
-    rate_V48_to_p_Ti47_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_V48_to_p_Ti47_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_V48_to_p_Ti47_reaclib) = drate_dT;
 
-    }
-    rate_V48_to_He4_Sc44_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_V48_to_He4_Sc44_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_V48_to_He4_Sc44_reaclib) = drate_dT;
+    {
+        // S33_to_p_P32_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_S33_to_p_P32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_S33_to_p_P32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_S33_to_p_P32_reaclib) = drate_dT;
+        }
     }
-    rate_V49_to_n_V48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_V49_to_n_V48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_V49_to_n_V48_reaclib) = drate_dT;
 
-    }
-    rate_V49_to_p_Ti48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_V49_to_p_Ti48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_V49_to_p_Ti48_reaclib) = drate_dT;
+    {
+        // S33_to_He4_Si29_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_S33_to_He4_Si29_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_S33_to_He4_Si29_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_S33_to_He4_Si29_reaclib) = drate_dT;
+        }
     }
-    rate_V49_to_He4_Sc45_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_V49_to_He4_Sc45_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_V49_to_He4_Sc45_reaclib) = drate_dT;
 
-    }
-    rate_V50_to_n_V49_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_V50_to_n_V49_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_V50_to_n_V49_reaclib) = drate_dT;
+    {
+        // S34_to_n_S33_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_S34_to_n_S33_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_S34_to_n_S33_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_S34_to_n_S33_reaclib) = drate_dT;
+        }
     }
-    rate_V50_to_p_Ti49_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_V50_to_p_Ti49_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_V50_to_p_Ti49_reaclib) = drate_dT;
 
-    }
-    rate_V50_to_He4_Sc46_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_V50_to_He4_Sc46_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_V50_to_He4_Sc46_reaclib) = drate_dT;
+    {
+        // S34_to_p_P33_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_S34_to_p_P33_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_S34_to_p_P33_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_S34_to_p_P33_reaclib) = drate_dT;
+        }
     }
-    rate_V51_to_n_V50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_V51_to_n_V50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_V51_to_n_V50_reaclib) = drate_dT;
 
-    }
-    rate_V51_to_p_Ti50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_V51_to_p_Ti50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_V51_to_p_Ti50_reaclib) = drate_dT;
+    {
+        // S34_to_He4_Si30_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_S34_to_He4_Si30_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_S34_to_He4_Si30_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_S34_to_He4_Si30_reaclib) = drate_dT;
+        }
     }
-    rate_V51_to_He4_Sc47_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_V51_to_He4_Sc47_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_V51_to_He4_Sc47_reaclib) = drate_dT;
 
-    }
-    rate_V52_to_n_V51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_V52_to_n_V51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_V52_to_n_V51_reaclib) = drate_dT;
+    {
+        // S35_to_n_S34_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_S35_to_n_S34_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_S35_to_n_S34_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_S35_to_n_S34_reaclib) = drate_dT;
+        }
     }
-    rate_V52_to_p_Ti51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_V52_to_p_Ti51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_V52_to_p_Ti51_reaclib) = drate_dT;
 
-    }
-    rate_V52_to_He4_Sc48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_V52_to_He4_Sc48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_V52_to_He4_Sc48_reaclib) = drate_dT;
+    {
+        // S35_to_He4_Si31_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_S35_to_He4_Si31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_S35_to_He4_Si31_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_S35_to_He4_Si31_reaclib) = drate_dT;
+        }
     }
-    rate_Cr48_to_p_V47_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cr48_to_p_V47_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr48_to_p_V47_reaclib) = drate_dT;
 
-    }
-    rate_Cr48_to_He4_Ti44_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cr48_to_He4_Ti44_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr48_to_He4_Ti44_reaclib) = drate_dT;
+    {
+        // S36_to_n_S35_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_S36_to_n_S35_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_S36_to_n_S35_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_S36_to_n_S35_reaclib) = drate_dT;
+        }
     }
-    rate_Cr49_to_n_Cr48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cr49_to_n_Cr48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr49_to_n_Cr48_reaclib) = drate_dT;
 
-    }
-    rate_Cr49_to_p_V48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cr49_to_p_V48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr49_to_p_V48_reaclib) = drate_dT;
+    {
+        // S36_to_He4_Si32_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_S36_to_He4_Si32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_S36_to_He4_Si32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_S36_to_He4_Si32_reaclib) = drate_dT;
+        }
     }
-    rate_Cr49_to_He4_Ti45_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cr49_to_He4_Ti45_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr49_to_He4_Ti45_reaclib) = drate_dT;
 
-    }
-    rate_Cr50_to_n_Cr49_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cr50_to_n_Cr49_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr50_to_n_Cr49_reaclib) = drate_dT;
+    {
+        // Cl33_to_p_S32_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cl33_to_p_S32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cl33_to_p_S32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cl33_to_p_S32_reaclib) = drate_dT;
+        }
     }
-    rate_Cr50_to_p_V49_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cr50_to_p_V49_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr50_to_p_V49_reaclib) = drate_dT;
 
-    }
-    rate_Cr50_to_He4_Ti46_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cr50_to_He4_Ti46_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr50_to_He4_Ti46_reaclib) = drate_dT;
+    {
+        // Cl33_to_He4_P29_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cl33_to_He4_P29_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cl33_to_He4_P29_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cl33_to_He4_P29_reaclib) = drate_dT;
+        }
     }
-    rate_Cr51_to_n_Cr50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cr51_to_n_Cr50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr51_to_n_Cr50_reaclib) = drate_dT;
 
-    }
-    rate_Cr51_to_p_V50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cr51_to_p_V50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr51_to_p_V50_reaclib) = drate_dT;
+    {
+        // Cl34_to_n_Cl33_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cl34_to_n_Cl33_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cl34_to_n_Cl33_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cl34_to_n_Cl33_reaclib) = drate_dT;
+        }
     }
-    rate_Cr51_to_He4_Ti47_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cr51_to_He4_Ti47_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr51_to_He4_Ti47_reaclib) = drate_dT;
 
-    }
-    rate_Cr52_to_n_Cr51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cr52_to_n_Cr51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr52_to_n_Cr51_reaclib) = drate_dT;
+    {
+        // Cl34_to_p_S33_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cl34_to_p_S33_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cl34_to_p_S33_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cl34_to_p_S33_reaclib) = drate_dT;
+        }
     }
-    rate_Cr52_to_p_V51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cr52_to_p_V51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr52_to_p_V51_reaclib) = drate_dT;
 
-    }
-    rate_Cr52_to_He4_Ti48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cr52_to_He4_Ti48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr52_to_He4_Ti48_reaclib) = drate_dT;
+    {
+        // Cl34_to_He4_P30_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cl34_to_He4_P30_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cl34_to_He4_P30_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cl34_to_He4_P30_reaclib) = drate_dT;
+        }
     }
-    rate_Cr53_to_n_Cr52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cr53_to_n_Cr52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr53_to_n_Cr52_reaclib) = drate_dT;
 
-    }
-    rate_Cr53_to_p_V52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cr53_to_p_V52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr53_to_p_V52_reaclib) = drate_dT;
+    {
+        // Cl35_to_n_Cl34_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cl35_to_n_Cl34_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cl35_to_n_Cl34_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cl35_to_n_Cl34_reaclib) = drate_dT;
+        }
     }
-    rate_Cr53_to_He4_Ti49_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cr53_to_He4_Ti49_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr53_to_He4_Ti49_reaclib) = drate_dT;
 
-    }
-    rate_Cr54_to_n_Cr53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cr54_to_n_Cr53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr54_to_n_Cr53_reaclib) = drate_dT;
+    {
+        // Cl35_to_p_S34_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cl35_to_p_S34_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cl35_to_p_S34_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cl35_to_p_S34_reaclib) = drate_dT;
+        }
     }
-    rate_Cr54_to_He4_Ti50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cr54_to_He4_Ti50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cr54_to_He4_Ti50_reaclib) = drate_dT;
 
-    }
-    rate_Mn50_to_p_Cr49_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Mn50_to_p_Cr49_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mn50_to_p_Cr49_reaclib) = drate_dT;
+    {
+        // Cl35_to_He4_P31_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cl35_to_He4_P31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cl35_to_He4_P31_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cl35_to_He4_P31_reaclib) = drate_dT;
+        }
     }
-    rate_Mn50_to_He4_V46_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Mn50_to_He4_V46_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mn50_to_He4_V46_reaclib) = drate_dT;
 
-    }
-    rate_Mn51_to_n_Mn50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Mn51_to_n_Mn50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mn51_to_n_Mn50_reaclib) = drate_dT;
+    {
+        // Cl36_to_n_Cl35_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cl36_to_n_Cl35_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cl36_to_n_Cl35_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cl36_to_n_Cl35_reaclib) = drate_dT;
+        }
     }
-    rate_Mn51_to_p_Cr50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Mn51_to_p_Cr50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mn51_to_p_Cr50_reaclib) = drate_dT;
 
-    }
-    rate_Mn51_to_He4_V47_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Mn51_to_He4_V47_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mn51_to_He4_V47_reaclib) = drate_dT;
+    {
+        // Cl36_to_p_S35_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cl36_to_p_S35_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cl36_to_p_S35_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cl36_to_p_S35_reaclib) = drate_dT;
+        }
     }
-    rate_Mn52_to_n_Mn51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Mn52_to_n_Mn51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mn52_to_n_Mn51_reaclib) = drate_dT;
 
-    }
-    rate_Mn52_to_p_Cr51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Mn52_to_p_Cr51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mn52_to_p_Cr51_reaclib) = drate_dT;
+    {
+        // Cl36_to_He4_P32_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cl36_to_He4_P32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cl36_to_He4_P32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cl36_to_He4_P32_reaclib) = drate_dT;
+        }
     }
-    rate_Mn52_to_He4_V48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Mn52_to_He4_V48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mn52_to_He4_V48_reaclib) = drate_dT;
 
-    }
-    rate_Mn53_to_n_Mn52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Mn53_to_n_Mn52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mn53_to_n_Mn52_reaclib) = drate_dT;
+    {
+        // Cl37_to_n_Cl36_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cl37_to_n_Cl36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cl37_to_n_Cl36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cl37_to_n_Cl36_reaclib) = drate_dT;
+        }
     }
-    rate_Mn53_to_p_Cr52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Mn53_to_p_Cr52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mn53_to_p_Cr52_reaclib) = drate_dT;
 
-    }
-    rate_Mn53_to_He4_V49_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Mn53_to_He4_V49_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mn53_to_He4_V49_reaclib) = drate_dT;
+    {
+        // Cl37_to_p_S36_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cl37_to_p_S36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cl37_to_p_S36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cl37_to_p_S36_reaclib) = drate_dT;
+        }
     }
-    rate_Mn54_to_n_Mn53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Mn54_to_n_Mn53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mn54_to_n_Mn53_reaclib) = drate_dT;
 
-    }
-    rate_Mn54_to_p_Cr53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Mn54_to_p_Cr53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mn54_to_p_Cr53_reaclib) = drate_dT;
+    {
+        // Cl37_to_He4_P33_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cl37_to_He4_P33_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cl37_to_He4_P33_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cl37_to_He4_P33_reaclib) = drate_dT;
+        }
     }
-    rate_Mn54_to_He4_V50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Mn54_to_He4_V50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mn54_to_He4_V50_reaclib) = drate_dT;
 
-    }
-    rate_Mn55_to_n_Mn54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Mn55_to_n_Mn54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mn55_to_n_Mn54_reaclib) = drate_dT;
+    {
+        // Ar36_to_p_Cl35_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ar36_to_p_Cl35_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ar36_to_p_Cl35_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ar36_to_p_Cl35_reaclib) = drate_dT;
+        }
     }
-    rate_Mn55_to_p_Cr54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Mn55_to_p_Cr54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mn55_to_p_Cr54_reaclib) = drate_dT;
 
-    }
-    rate_Mn55_to_He4_V51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Mn55_to_He4_V51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Mn55_to_He4_V51_reaclib) = drate_dT;
+    {
+        // Ar36_to_He4_S32_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ar36_to_He4_S32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ar36_to_He4_S32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ar36_to_He4_S32_reaclib) = drate_dT;
+        }
     }
-    rate_Fe52_to_p_Mn51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Fe52_to_p_Mn51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe52_to_p_Mn51_reaclib) = drate_dT;
 
-    }
-    rate_Fe52_to_He4_Cr48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Fe52_to_He4_Cr48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe52_to_He4_Cr48_reaclib) = drate_dT;
+    {
+        // Ar37_to_n_Ar36_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ar37_to_n_Ar36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ar37_to_n_Ar36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ar37_to_n_Ar36_reaclib) = drate_dT;
+        }
     }
-    rate_Fe53_to_n_Fe52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Fe53_to_n_Fe52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe53_to_n_Fe52_reaclib) = drate_dT;
 
-    }
-    rate_Fe53_to_p_Mn52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Fe53_to_p_Mn52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe53_to_p_Mn52_reaclib) = drate_dT;
+    {
+        // Ar37_to_p_Cl36_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ar37_to_p_Cl36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ar37_to_p_Cl36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ar37_to_p_Cl36_reaclib) = drate_dT;
+        }
     }
-    rate_Fe53_to_He4_Cr49_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Fe53_to_He4_Cr49_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe53_to_He4_Cr49_reaclib) = drate_dT;
 
-    }
-    rate_Fe54_to_n_Fe53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Fe54_to_n_Fe53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe54_to_n_Fe53_reaclib) = drate_dT;
+    {
+        // Ar37_to_He4_S33_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ar37_to_He4_S33_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ar37_to_He4_S33_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ar37_to_He4_S33_reaclib) = drate_dT;
+        }
     }
-    rate_Fe54_to_p_Mn53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Fe54_to_p_Mn53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe54_to_p_Mn53_reaclib) = drate_dT;
 
-    }
-    rate_Fe54_to_He4_Cr50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Fe54_to_He4_Cr50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe54_to_He4_Cr50_reaclib) = drate_dT;
+    {
+        // Ar38_to_n_Ar37_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ar38_to_n_Ar37_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ar38_to_n_Ar37_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ar38_to_n_Ar37_reaclib) = drate_dT;
+        }
     }
-    rate_Fe55_to_n_Fe54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Fe55_to_n_Fe54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe55_to_n_Fe54_reaclib) = drate_dT;
 
-    }
-    rate_Fe55_to_p_Mn54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Fe55_to_p_Mn54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe55_to_p_Mn54_reaclib) = drate_dT;
+    {
+        // Ar38_to_p_Cl37_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ar38_to_p_Cl37_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ar38_to_p_Cl37_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ar38_to_p_Cl37_reaclib) = drate_dT;
+        }
     }
-    rate_Fe55_to_He4_Cr51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Fe55_to_He4_Cr51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe55_to_He4_Cr51_reaclib) = drate_dT;
 
-    }
-    rate_Fe56_to_n_Fe55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Fe56_to_n_Fe55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe56_to_n_Fe55_reaclib) = drate_dT;
+    {
+        // Ar38_to_He4_S34_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ar38_to_He4_S34_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ar38_to_He4_S34_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ar38_to_He4_S34_reaclib) = drate_dT;
+        }
     }
-    rate_Fe56_to_p_Mn55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Fe56_to_p_Mn55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe56_to_p_Mn55_reaclib) = drate_dT;
 
-    }
-    rate_Fe56_to_He4_Cr52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Fe56_to_He4_Cr52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe56_to_He4_Cr52_reaclib) = drate_dT;
+    {
+        // Ar39_to_n_Ar38_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ar39_to_n_Ar38_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ar39_to_n_Ar38_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ar39_to_n_Ar38_reaclib) = drate_dT;
+        }
     }
-    rate_Fe57_to_n_Fe56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Fe57_to_n_Fe56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe57_to_n_Fe56_reaclib) = drate_dT;
 
-    }
-    rate_Fe57_to_He4_Cr53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Fe57_to_He4_Cr53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe57_to_He4_Cr53_reaclib) = drate_dT;
+    {
+        // Ar39_to_He4_S35_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ar39_to_He4_S35_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ar39_to_He4_S35_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ar39_to_He4_S35_reaclib) = drate_dT;
+        }
     }
-    rate_Fe58_to_n_Fe57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Fe58_to_n_Fe57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe58_to_n_Fe57_reaclib) = drate_dT;
 
-    }
-    rate_Fe58_to_He4_Cr54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Fe58_to_He4_Cr54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Fe58_to_He4_Cr54_reaclib) = drate_dT;
+    {
+        // Ar40_to_n_Ar39_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ar40_to_n_Ar39_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ar40_to_n_Ar39_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ar40_to_n_Ar39_reaclib) = drate_dT;
+        }
     }
-    rate_Co53_to_p_Fe52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Co53_to_p_Fe52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Co53_to_p_Fe52_reaclib) = drate_dT;
 
-    }
-    rate_Co54_to_n_Co53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Co54_to_n_Co53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Co54_to_n_Co53_reaclib) = drate_dT;
+    {
+        // Ar40_to_He4_S36_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ar40_to_He4_S36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ar40_to_He4_S36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ar40_to_He4_S36_reaclib) = drate_dT;
+        }
     }
-    rate_Co54_to_p_Fe53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Co54_to_p_Fe53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Co54_to_p_Fe53_reaclib) = drate_dT;
 
-    }
-    rate_Co54_to_He4_Mn50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Co54_to_He4_Mn50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Co54_to_He4_Mn50_reaclib) = drate_dT;
+    {
+        // K37_to_p_Ar36_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_K37_to_p_Ar36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_K37_to_p_Ar36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_K37_to_p_Ar36_reaclib) = drate_dT;
+        }
     }
-    rate_Co55_to_n_Co54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Co55_to_n_Co54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Co55_to_n_Co54_reaclib) = drate_dT;
 
-    }
-    rate_Co55_to_p_Fe54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Co55_to_p_Fe54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Co55_to_p_Fe54_reaclib) = drate_dT;
+    {
+        // K37_to_He4_Cl33_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_K37_to_He4_Cl33_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_K37_to_He4_Cl33_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_K37_to_He4_Cl33_reaclib) = drate_dT;
+        }
     }
-    rate_Co55_to_He4_Mn51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Co55_to_He4_Mn51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Co55_to_He4_Mn51_reaclib) = drate_dT;
 
-    }
-    rate_Co56_to_n_Co55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Co56_to_n_Co55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Co56_to_n_Co55_reaclib) = drate_dT;
+    {
+        // K38_to_n_K37_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_K38_to_n_K37_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_K38_to_n_K37_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_K38_to_n_K37_reaclib) = drate_dT;
+        }
     }
-    rate_Co56_to_p_Fe55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Co56_to_p_Fe55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Co56_to_p_Fe55_reaclib) = drate_dT;
 
-    }
-    rate_Co56_to_He4_Mn52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Co56_to_He4_Mn52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Co56_to_He4_Mn52_reaclib) = drate_dT;
+    {
+        // K38_to_p_Ar37_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_K38_to_p_Ar37_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_K38_to_p_Ar37_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_K38_to_p_Ar37_reaclib) = drate_dT;
+        }
     }
-    rate_Co57_to_n_Co56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Co57_to_n_Co56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Co57_to_n_Co56_reaclib) = drate_dT;
 
-    }
-    rate_Co57_to_p_Fe56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Co57_to_p_Fe56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Co57_to_p_Fe56_reaclib) = drate_dT;
+    {
+        // K38_to_He4_Cl34_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_K38_to_He4_Cl34_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_K38_to_He4_Cl34_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_K38_to_He4_Cl34_reaclib) = drate_dT;
+        }
     }
-    rate_Co57_to_He4_Mn53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Co57_to_He4_Mn53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Co57_to_He4_Mn53_reaclib) = drate_dT;
 
-    }
-    rate_Co58_to_n_Co57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Co58_to_n_Co57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Co58_to_n_Co57_reaclib) = drate_dT;
+    {
+        // K39_to_n_K38_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_K39_to_n_K38_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_K39_to_n_K38_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_K39_to_n_K38_reaclib) = drate_dT;
+        }
     }
-    rate_Co58_to_p_Fe57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Co58_to_p_Fe57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Co58_to_p_Fe57_reaclib) = drate_dT;
 
-    }
-    rate_Co58_to_He4_Mn54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Co58_to_He4_Mn54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Co58_to_He4_Mn54_reaclib) = drate_dT;
+    {
+        // K39_to_p_Ar38_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_K39_to_p_Ar38_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_K39_to_p_Ar38_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_K39_to_p_Ar38_reaclib) = drate_dT;
+        }
     }
-    rate_Co59_to_n_Co58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Co59_to_n_Co58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Co59_to_n_Co58_reaclib) = drate_dT;
 
-    }
-    rate_Co59_to_p_Fe58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Co59_to_p_Fe58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Co59_to_p_Fe58_reaclib) = drate_dT;
+    {
+        // K39_to_He4_Cl35_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_K39_to_He4_Cl35_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_K39_to_He4_Cl35_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_K39_to_He4_Cl35_reaclib) = drate_dT;
+        }
     }
-    rate_Co59_to_He4_Mn55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Co59_to_He4_Mn55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Co59_to_He4_Mn55_reaclib) = drate_dT;
 
-    }
-    rate_Ni56_to_p_Co55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ni56_to_p_Co55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni56_to_p_Co55_reaclib) = drate_dT;
+    {
+        // K40_to_n_K39_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_K40_to_n_K39_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_K40_to_n_K39_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_K40_to_n_K39_reaclib) = drate_dT;
+        }
     }
-    rate_Ni56_to_He4_Fe52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ni56_to_He4_Fe52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni56_to_He4_Fe52_reaclib) = drate_dT;
 
-    }
-    rate_Ni57_to_n_Ni56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ni57_to_n_Ni56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni57_to_n_Ni56_reaclib) = drate_dT;
+    {
+        // K40_to_p_Ar39_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_K40_to_p_Ar39_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_K40_to_p_Ar39_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_K40_to_p_Ar39_reaclib) = drate_dT;
+        }
     }
-    rate_Ni57_to_p_Co56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ni57_to_p_Co56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni57_to_p_Co56_reaclib) = drate_dT;
 
-    }
-    rate_Ni57_to_He4_Fe53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ni57_to_He4_Fe53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni57_to_He4_Fe53_reaclib) = drate_dT;
+    {
+        // K40_to_He4_Cl36_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_K40_to_He4_Cl36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_K40_to_He4_Cl36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_K40_to_He4_Cl36_reaclib) = drate_dT;
+        }
     }
-    rate_Ni58_to_n_Ni57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ni58_to_n_Ni57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni58_to_n_Ni57_reaclib) = drate_dT;
 
-    }
-    rate_Ni58_to_p_Co57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ni58_to_p_Co57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni58_to_p_Co57_reaclib) = drate_dT;
+    {
+        // K41_to_n_K40_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_K41_to_n_K40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_K41_to_n_K40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_K41_to_n_K40_reaclib) = drate_dT;
+        }
     }
-    rate_Ni58_to_He4_Fe54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ni58_to_He4_Fe54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni58_to_He4_Fe54_reaclib) = drate_dT;
 
-    }
-    rate_Ni59_to_n_Ni58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ni59_to_n_Ni58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni59_to_n_Ni58_reaclib) = drate_dT;
+    {
+        // K41_to_p_Ar40_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_K41_to_p_Ar40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_K41_to_p_Ar40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_K41_to_p_Ar40_reaclib) = drate_dT;
+        }
     }
-    rate_Ni59_to_p_Co58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ni59_to_p_Co58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni59_to_p_Co58_reaclib) = drate_dT;
 
-    }
-    rate_Ni59_to_He4_Fe55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ni59_to_He4_Fe55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni59_to_He4_Fe55_reaclib) = drate_dT;
+    {
+        // K41_to_He4_Cl37_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_K41_to_He4_Cl37_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_K41_to_He4_Cl37_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_K41_to_He4_Cl37_reaclib) = drate_dT;
+        }
     }
-    rate_Ni60_to_n_Ni59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ni60_to_n_Ni59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni60_to_n_Ni59_reaclib) = drate_dT;
 
-    }
-    rate_Ni60_to_p_Co59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ni60_to_p_Co59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni60_to_p_Co59_reaclib) = drate_dT;
+    {
+        // Ca40_to_p_K39_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ca40_to_p_K39_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ca40_to_p_K39_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ca40_to_p_K39_reaclib) = drate_dT;
+        }
     }
-    rate_Ni60_to_He4_Fe56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ni60_to_He4_Fe56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni60_to_He4_Fe56_reaclib) = drate_dT;
 
-    }
-    rate_Ni61_to_n_Ni60_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ni61_to_n_Ni60_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni61_to_n_Ni60_reaclib) = drate_dT;
+    {
+        // Ca40_to_He4_Ar36_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ca40_to_He4_Ar36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ca40_to_He4_Ar36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ca40_to_He4_Ar36_reaclib) = drate_dT;
+        }
     }
-    rate_Ni61_to_He4_Fe57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ni61_to_He4_Fe57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni61_to_He4_Fe57_reaclib) = drate_dT;
 
-    }
-    rate_Ni62_to_n_Ni61_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ni62_to_n_Ni61_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni62_to_n_Ni61_reaclib) = drate_dT;
+    {
+        // Ca41_to_n_Ca40_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ca41_to_n_Ca40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ca41_to_n_Ca40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ca41_to_n_Ca40_reaclib) = drate_dT;
+        }
     }
-    rate_Ni62_to_He4_Fe58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ni62_to_He4_Fe58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni62_to_He4_Fe58_reaclib) = drate_dT;
 
-    }
-    rate_Ni63_to_n_Ni62_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ni63_to_n_Ni62_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni63_to_n_Ni62_reaclib) = drate_dT;
+    {
+        // Ca41_to_p_K40_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ca41_to_p_K40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ca41_to_p_K40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ca41_to_p_K40_reaclib) = drate_dT;
+        }
     }
-    rate_Ni64_to_n_Ni63_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ni64_to_n_Ni63_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ni64_to_n_Ni63_reaclib) = drate_dT;
 
-    }
-    rate_Cu57_to_p_Ni56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cu57_to_p_Ni56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cu57_to_p_Ni56_reaclib) = drate_dT;
+    {
+        // Ca41_to_He4_Ar37_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ca41_to_He4_Ar37_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ca41_to_He4_Ar37_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ca41_to_He4_Ar37_reaclib) = drate_dT;
+        }
     }
-    rate_Cu57_to_He4_Co53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cu57_to_He4_Co53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cu57_to_He4_Co53_reaclib) = drate_dT;
 
-    }
-    rate_Cu58_to_n_Cu57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cu58_to_n_Cu57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cu58_to_n_Cu57_reaclib) = drate_dT;
+    {
+        // Ca42_to_n_Ca41_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ca42_to_n_Ca41_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ca42_to_n_Ca41_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ca42_to_n_Ca41_reaclib) = drate_dT;
+        }
     }
-    rate_Cu58_to_p_Ni57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cu58_to_p_Ni57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cu58_to_p_Ni57_reaclib) = drate_dT;
 
-    }
-    rate_Cu58_to_He4_Co54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cu58_to_He4_Co54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cu58_to_He4_Co54_reaclib) = drate_dT;
+    {
+        // Ca42_to_p_K41_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ca42_to_p_K41_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ca42_to_p_K41_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ca42_to_p_K41_reaclib) = drate_dT;
+        }
     }
-    rate_Cu59_to_n_Cu58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cu59_to_n_Cu58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cu59_to_n_Cu58_reaclib) = drate_dT;
 
-    }
-    rate_Cu59_to_p_Ni58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cu59_to_p_Ni58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cu59_to_p_Ni58_reaclib) = drate_dT;
+    {
+        // Ca42_to_He4_Ar38_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ca42_to_He4_Ar38_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ca42_to_He4_Ar38_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ca42_to_He4_Ar38_reaclib) = drate_dT;
+        }
     }
-    rate_Cu59_to_He4_Co55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cu59_to_He4_Co55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cu59_to_He4_Co55_reaclib) = drate_dT;
 
-    }
-    rate_Cu60_to_n_Cu59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cu60_to_n_Cu59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cu60_to_n_Cu59_reaclib) = drate_dT;
+    {
+        // Ca43_to_n_Ca42_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ca43_to_n_Ca42_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ca43_to_n_Ca42_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ca43_to_n_Ca42_reaclib) = drate_dT;
+        }
     }
-    rate_Cu60_to_p_Ni59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cu60_to_p_Ni59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cu60_to_p_Ni59_reaclib) = drate_dT;
 
-    }
-    rate_Cu60_to_He4_Co56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cu60_to_He4_Co56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cu60_to_He4_Co56_reaclib) = drate_dT;
+    {
+        // Ca43_to_He4_Ar39_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ca43_to_He4_Ar39_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ca43_to_He4_Ar39_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ca43_to_He4_Ar39_reaclib) = drate_dT;
+        }
     }
-    rate_Cu61_to_n_Cu60_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cu61_to_n_Cu60_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cu61_to_n_Cu60_reaclib) = drate_dT;
 
-    }
-    rate_Cu61_to_p_Ni60_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cu61_to_p_Ni60_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cu61_to_p_Ni60_reaclib) = drate_dT;
+    {
+        // Ca44_to_n_Ca43_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ca44_to_n_Ca43_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ca44_to_n_Ca43_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ca44_to_n_Ca43_reaclib) = drate_dT;
+        }
     }
-    rate_Cu61_to_He4_Co57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cu61_to_He4_Co57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cu61_to_He4_Co57_reaclib) = drate_dT;
 
-    }
-    rate_Cu62_to_n_Cu61_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cu62_to_n_Cu61_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cu62_to_n_Cu61_reaclib) = drate_dT;
+    {
+        // Ca44_to_He4_Ar40_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ca44_to_He4_Ar40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ca44_to_He4_Ar40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ca44_to_He4_Ar40_reaclib) = drate_dT;
+        }
     }
-    rate_Cu62_to_p_Ni61_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cu62_to_p_Ni61_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cu62_to_p_Ni61_reaclib) = drate_dT;
 
-    }
-    rate_Cu62_to_He4_Co58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cu62_to_He4_Co58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cu62_to_He4_Co58_reaclib) = drate_dT;
+    {
+        // Ca45_to_n_Ca44_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ca45_to_n_Ca44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ca45_to_n_Ca44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ca45_to_n_Ca44_reaclib) = drate_dT;
+        }
     }
-    rate_Cu63_to_n_Cu62_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cu63_to_n_Cu62_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cu63_to_n_Cu62_reaclib) = drate_dT;
 
-    }
-    rate_Cu63_to_p_Ni62_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cu63_to_p_Ni62_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cu63_to_p_Ni62_reaclib) = drate_dT;
+    {
+        // Ca46_to_n_Ca45_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ca46_to_n_Ca45_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ca46_to_n_Ca45_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ca46_to_n_Ca45_reaclib) = drate_dT;
+        }
     }
-    rate_Cu63_to_He4_Co59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cu63_to_He4_Co59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cu63_to_He4_Co59_reaclib) = drate_dT;
 
-    }
-    rate_Cu64_to_n_Cu63_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cu64_to_n_Cu63_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cu64_to_n_Cu63_reaclib) = drate_dT;
+    {
+        // Ca47_to_n_Ca46_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ca47_to_n_Ca46_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ca47_to_n_Ca46_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ca47_to_n_Ca46_reaclib) = drate_dT;
+        }
     }
-    rate_Cu64_to_p_Ni63_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cu64_to_p_Ni63_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cu64_to_p_Ni63_reaclib) = drate_dT;
 
-    }
-    rate_Cu65_to_n_Cu64_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cu65_to_n_Cu64_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cu65_to_n_Cu64_reaclib) = drate_dT;
+    {
+        // Ca48_to_n_Ca47_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ca48_to_n_Ca47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ca48_to_n_Ca47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ca48_to_n_Ca47_reaclib) = drate_dT;
+        }
     }
-    rate_Cu65_to_p_Ni64_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Cu65_to_p_Ni64_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Cu65_to_p_Ni64_reaclib) = drate_dT;
 
-    }
-    rate_Zn59_to_p_Cu58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Zn59_to_p_Cu58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Zn59_to_p_Cu58_reaclib) = drate_dT;
+    {
+        // Sc43_to_p_Ca42_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Sc43_to_p_Ca42_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Sc43_to_p_Ca42_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Sc43_to_p_Ca42_reaclib) = drate_dT;
+        }
     }
-    rate_Zn59_to_p_Ni58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Zn59_to_p_Ni58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Zn59_to_p_Ni58_reaclib) = drate_dT;
 
-    }
-    rate_Zn60_to_n_Zn59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Zn60_to_n_Zn59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Zn60_to_n_Zn59_reaclib) = drate_dT;
+    {
+        // Sc43_to_He4_K39_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Sc43_to_He4_K39_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Sc43_to_He4_K39_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Sc43_to_He4_K39_reaclib) = drate_dT;
+        }
     }
-    rate_Zn60_to_p_Cu59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Zn60_to_p_Cu59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Zn60_to_p_Cu59_reaclib) = drate_dT;
 
-    }
-    rate_Zn60_to_He4_Ni56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Zn60_to_He4_Ni56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Zn60_to_He4_Ni56_reaclib) = drate_dT;
+    {
+        // Sc44_to_n_Sc43_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Sc44_to_n_Sc43_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Sc44_to_n_Sc43_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Sc44_to_n_Sc43_reaclib) = drate_dT;
+        }
     }
-    rate_Zn61_to_n_Zn60_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Zn61_to_n_Zn60_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Zn61_to_n_Zn60_reaclib) = drate_dT;
 
-    }
-    rate_Zn61_to_p_Cu60_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Zn61_to_p_Cu60_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Zn61_to_p_Cu60_reaclib) = drate_dT;
+    {
+        // Sc44_to_p_Ca43_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Sc44_to_p_Ca43_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Sc44_to_p_Ca43_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Sc44_to_p_Ca43_reaclib) = drate_dT;
+        }
     }
-    rate_Zn61_to_He4_Ni57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Zn61_to_He4_Ni57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Zn61_to_He4_Ni57_reaclib) = drate_dT;
 
-    }
-    rate_Zn62_to_n_Zn61_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Zn62_to_n_Zn61_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Zn62_to_n_Zn61_reaclib) = drate_dT;
+    {
+        // Sc44_to_He4_K40_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Sc44_to_He4_K40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Sc44_to_He4_K40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Sc44_to_He4_K40_reaclib) = drate_dT;
+        }
     }
-    rate_Zn62_to_p_Cu61_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Zn62_to_p_Cu61_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Zn62_to_p_Cu61_reaclib) = drate_dT;
 
-    }
-    rate_Zn62_to_He4_Ni58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Zn62_to_He4_Ni58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Zn62_to_He4_Ni58_reaclib) = drate_dT;
+    {
+        // Sc45_to_n_Sc44_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Sc45_to_n_Sc44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Sc45_to_n_Sc44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Sc45_to_n_Sc44_reaclib) = drate_dT;
+        }
     }
-    rate_Zn63_to_n_Zn62_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Zn63_to_n_Zn62_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Zn63_to_n_Zn62_reaclib) = drate_dT;
 
-    }
-    rate_Zn63_to_p_Cu62_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Zn63_to_p_Cu62_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Zn63_to_p_Cu62_reaclib) = drate_dT;
+    {
+        // Sc45_to_p_Ca44_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Sc45_to_p_Ca44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Sc45_to_p_Ca44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Sc45_to_p_Ca44_reaclib) = drate_dT;
+        }
     }
-    rate_Zn63_to_He4_Ni59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Zn63_to_He4_Ni59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Zn63_to_He4_Ni59_reaclib) = drate_dT;
 
-    }
-    rate_Zn64_to_n_Zn63_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Zn64_to_n_Zn63_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Zn64_to_n_Zn63_reaclib) = drate_dT;
+    {
+        // Sc45_to_He4_K41_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Sc45_to_He4_K41_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Sc45_to_He4_K41_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Sc45_to_He4_K41_reaclib) = drate_dT;
+        }
     }
-    rate_Zn64_to_p_Cu63_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Zn64_to_p_Cu63_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Zn64_to_p_Cu63_reaclib) = drate_dT;
 
-    }
-    rate_Zn64_to_He4_Ni60_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Zn64_to_He4_Ni60_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Zn64_to_He4_Ni60_reaclib) = drate_dT;
+    {
+        // Sc46_to_n_Sc45_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Sc46_to_n_Sc45_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Sc46_to_n_Sc45_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Sc46_to_n_Sc45_reaclib) = drate_dT;
+        }
     }
-    rate_Zn65_to_n_Zn64_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Zn65_to_n_Zn64_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Zn65_to_n_Zn64_reaclib) = drate_dT;
 
-    }
-    rate_Zn65_to_p_Cu64_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Zn65_to_p_Cu64_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Zn65_to_p_Cu64_reaclib) = drate_dT;
+    {
+        // Sc46_to_p_Ca45_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Sc46_to_p_Ca45_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Sc46_to_p_Ca45_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Sc46_to_p_Ca45_reaclib) = drate_dT;
+        }
     }
-    rate_Zn65_to_He4_Ni61_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Zn65_to_He4_Ni61_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Zn65_to_He4_Ni61_reaclib) = drate_dT;
 
-    }
-    rate_Zn66_to_n_Zn65_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Zn66_to_n_Zn65_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Zn66_to_n_Zn65_reaclib) = drate_dT;
+    {
+        // Sc47_to_n_Sc46_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Sc47_to_n_Sc46_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Sc47_to_n_Sc46_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Sc47_to_n_Sc46_reaclib) = drate_dT;
+        }
     }
-    rate_Zn66_to_p_Cu65_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Zn66_to_p_Cu65_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Zn66_to_p_Cu65_reaclib) = drate_dT;
 
-    }
-    rate_Zn66_to_He4_Ni62_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Zn66_to_He4_Ni62_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Zn66_to_He4_Ni62_reaclib) = drate_dT;
+    {
+        // Sc47_to_p_Ca46_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Sc47_to_p_Ca46_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Sc47_to_p_Ca46_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Sc47_to_p_Ca46_reaclib) = drate_dT;
+        }
     }
-    rate_Ga62_to_p_Zn61_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ga62_to_p_Zn61_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ga62_to_p_Zn61_reaclib) = drate_dT;
 
-    }
-    rate_Ga62_to_He4_Cu58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ga62_to_He4_Cu58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ga62_to_He4_Cu58_reaclib) = drate_dT;
+    {
+        // Sc48_to_n_Sc47_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Sc48_to_n_Sc47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Sc48_to_n_Sc47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Sc48_to_n_Sc47_reaclib) = drate_dT;
+        }
     }
-    rate_Ga63_to_n_Ga62_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ga63_to_n_Ga62_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ga63_to_n_Ga62_reaclib) = drate_dT;
 
-    }
-    rate_Ga63_to_p_Zn62_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ga63_to_p_Zn62_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ga63_to_p_Zn62_reaclib) = drate_dT;
+    {
+        // Sc48_to_p_Ca47_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Sc48_to_p_Ca47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Sc48_to_p_Ca47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Sc48_to_p_Ca47_reaclib) = drate_dT;
+        }
     }
-    rate_Ga63_to_He4_Cu59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ga63_to_He4_Cu59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ga63_to_He4_Cu59_reaclib) = drate_dT;
 
-    }
-    rate_Ga64_to_n_Ga63_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ga64_to_n_Ga63_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ga64_to_n_Ga63_reaclib) = drate_dT;
+    {
+        // Sc49_to_n_Sc48_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Sc49_to_n_Sc48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Sc49_to_n_Sc48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Sc49_to_n_Sc48_reaclib) = drate_dT;
+        }
     }
-    rate_Ga64_to_p_Zn63_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ga64_to_p_Zn63_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ga64_to_p_Zn63_reaclib) = drate_dT;
 
-    }
-    rate_Ga64_to_He4_Cu60_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ga64_to_He4_Cu60_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ga64_to_He4_Cu60_reaclib) = drate_dT;
+    {
+        // Sc49_to_p_Ca48_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Sc49_to_p_Ca48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Sc49_to_p_Ca48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Sc49_to_p_Ca48_reaclib) = drate_dT;
+        }
     }
-    rate_Ge63_to_p_Ga62_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ge63_to_p_Ga62_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ge63_to_p_Ga62_reaclib) = drate_dT;
 
-    }
-    rate_Ge63_to_He4_Zn59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ge63_to_He4_Zn59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ge63_to_He4_Zn59_reaclib) = drate_dT;
+    {
+        // Ti44_to_p_Sc43_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ti44_to_p_Sc43_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ti44_to_p_Sc43_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ti44_to_p_Sc43_reaclib) = drate_dT;
+        }
     }
-    rate_Ge64_to_n_Ge63_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ge64_to_n_Ge63_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ge64_to_n_Ge63_reaclib) = drate_dT;
 
-    }
-    rate_Ge64_to_p_Ga63_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ge64_to_p_Ga63_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ge64_to_p_Ga63_reaclib) = drate_dT;
+    {
+        // Ti44_to_He4_Ca40_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ti44_to_He4_Ca40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ti44_to_He4_Ca40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ti44_to_He4_Ca40_reaclib) = drate_dT;
+        }
     }
-    rate_Ge64_to_He4_Zn60_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Ge64_to_He4_Zn60_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Ge64_to_He4_Zn60_reaclib) = drate_dT;
 
-    }
-    rate_Li6_to_n_p_He4_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Li6_to_n_p_He4_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Li6_to_n_p_He4_reaclib) = drate_dT;
+    {
+        // Ti45_to_n_Ti44_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ti45_to_n_Ti44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ti45_to_n_Ti44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ti45_to_n_Ti44_reaclib) = drate_dT;
+        }
     }
-    rate_Be9_to_n_He4_He4_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_Be9_to_n_He4_He4_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_Be9_to_n_He4_He4_reaclib) = drate_dT;
 
-    }
-    rate_C12_to_He4_He4_He4_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_to_He4_He4_He4_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_to_He4_He4_He4_reaclib) = drate_dT;
+    {
+        // Ti45_to_p_Sc44_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ti45_to_p_Sc44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ti45_to_p_Sc44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ti45_to_p_Sc44_reaclib) = drate_dT;
+        }
     }
-    rate_n_p_to_d_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_p_to_d_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_p_to_d_reaclib) = drate_dT;
 
-    }
-    rate_p_p_to_d_reaclib_bet_pos<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_p_to_d_reaclib_bet_pos) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_p_to_d_reaclib_bet_pos) = drate_dT;
+    {
+        // Ti45_to_He4_Ca41_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ti45_to_He4_Ca41_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ti45_to_He4_Ca41_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ti45_to_He4_Ca41_reaclib) = drate_dT;
+        }
     }
-    rate_p_p_to_d_reaclib_electron_capture<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_p_to_d_reaclib_electron_capture) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_p_to_d_reaclib_electron_capture) = drate_dT;
 
-    }
-    rate_p_d_to_He3_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_d_to_He3_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_d_to_He3_reaclib) = drate_dT;
+    {
+        // Ti46_to_n_Ti45_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ti46_to_n_Ti45_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ti46_to_n_Ti45_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ti46_to_n_Ti45_reaclib) = drate_dT;
+        }
     }
-    rate_d_d_to_He4_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_d_d_to_He4_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_d_d_to_He4_reaclib) = drate_dT;
 
-    }
-    rate_He4_d_to_Li6_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_d_to_Li6_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_d_to_Li6_reaclib) = drate_dT;
+    {
+        // Ti46_to_p_Sc45_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ti46_to_p_Sc45_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ti46_to_p_Sc45_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ti46_to_p_Sc45_reaclib) = drate_dT;
+        }
     }
-    rate_n_He3_to_He4_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_He3_to_He4_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_He3_to_He4_reaclib) = drate_dT;
 
-    }
-    rate_p_He3_to_He4_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_He3_to_He4_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_He3_to_He4_reaclib) = drate_dT;
+    {
+        // Ti46_to_He4_Ca42_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ti46_to_He4_Ca42_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ti46_to_He4_Ca42_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ti46_to_He4_Ca42_reaclib) = drate_dT;
+        }
     }
-    rate_He4_He3_to_Be7_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_He3_to_Be7_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_He3_to_Be7_reaclib) = drate_dT;
 
-    }
-    rate_n_Li6_to_Li7_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Li6_to_Li7_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Li6_to_Li7_reaclib) = drate_dT;
+    {
+        // Ti47_to_n_Ti46_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ti47_to_n_Ti46_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ti47_to_n_Ti46_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ti47_to_n_Ti46_reaclib) = drate_dT;
+        }
     }
-    rate_p_Li6_to_Be7_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Li6_to_Be7_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Li6_to_Be7_reaclib) = drate_dT;
 
-    }
-    rate_He4_Li6_to_B10_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Li6_to_B10_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Li6_to_B10_reaclib) = drate_dT;
+    {
+        // Ti47_to_p_Sc46_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ti47_to_p_Sc46_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ti47_to_p_Sc46_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ti47_to_p_Sc46_reaclib) = drate_dT;
+        }
     }
-    rate_He4_Li7_to_B11_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Li7_to_B11_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Li7_to_B11_reaclib) = drate_dT;
 
-    }
-    rate_p_Be7_to_B8_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Be7_to_B8_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Be7_to_B8_reaclib) = drate_dT;
+    {
+        // Ti47_to_He4_Ca43_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ti47_to_He4_Ca43_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ti47_to_He4_Ca43_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ti47_to_He4_Ca43_reaclib) = drate_dT;
+        }
     }
-    rate_p_Be9_to_B10_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Be9_to_B10_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Be9_to_B10_reaclib) = drate_dT;
 
-    }
-    rate_n_B10_to_B11_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_B10_to_B11_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_B10_to_B11_reaclib) = drate_dT;
+    {
+        // Ti48_to_n_Ti47_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ti48_to_n_Ti47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ti48_to_n_Ti47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ti48_to_n_Ti47_reaclib) = drate_dT;
+        }
     }
-    rate_p_B11_to_C12_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_B11_to_C12_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_B11_to_C12_reaclib) = drate_dT;
 
-    }
-    rate_n_C12_to_C13_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_C12_to_C13_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_C12_to_C13_reaclib) = drate_dT;
+    {
+        // Ti48_to_p_Sc47_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ti48_to_p_Sc47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ti48_to_p_Sc47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ti48_to_p_Sc47_reaclib) = drate_dT;
+        }
     }
-    rate_p_C12_to_N13_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_C12_to_N13_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib) = drate_dT;
 
-    }
-    rate_He4_C12_to_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = drate_dT;
+    {
+        // Ti48_to_He4_Ca44_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ti48_to_He4_Ca44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ti48_to_He4_Ca44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ti48_to_He4_Ca44_reaclib) = drate_dT;
+        }
     }
-    rate_n_C13_to_C14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_C13_to_C14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_C13_to_C14_reaclib) = drate_dT;
 
-    }
-    rate_p_C13_to_N14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_C13_to_N14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_C13_to_N14_reaclib) = drate_dT;
+    {
+        // Ti49_to_n_Ti48_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ti49_to_n_Ti48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ti49_to_n_Ti48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ti49_to_n_Ti48_reaclib) = drate_dT;
+        }
     }
-    rate_p_C14_to_N15_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_C14_to_N15_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_C14_to_N15_reaclib) = drate_dT;
 
-    }
-    rate_He4_C14_to_O18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_C14_to_O18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_C14_to_O18_reaclib) = drate_dT;
+    {
+        // Ti49_to_p_Sc48_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ti49_to_p_Sc48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ti49_to_p_Sc48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ti49_to_p_Sc48_reaclib) = drate_dT;
+        }
     }
-    rate_n_N13_to_N14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_N13_to_N14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_N13_to_N14_reaclib) = drate_dT;
 
-    }
-    rate_p_N13_to_O14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_N13_to_O14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_N13_to_O14_reaclib) = drate_dT;
+    {
+        // Ti49_to_He4_Ca45_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ti49_to_He4_Ca45_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ti49_to_He4_Ca45_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ti49_to_He4_Ca45_reaclib) = drate_dT;
+        }
     }
-    rate_n_N14_to_N15_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_N14_to_N15_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_N14_to_N15_reaclib) = drate_dT;
 
-    }
-    rate_p_N14_to_O15_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_N14_to_O15_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_N14_to_O15_reaclib) = drate_dT;
+    {
+        // Ti50_to_n_Ti49_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ti50_to_n_Ti49_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ti50_to_n_Ti49_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ti50_to_n_Ti49_reaclib) = drate_dT;
+        }
     }
-    rate_He4_N14_to_F18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_N14_to_F18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_N14_to_F18_reaclib) = drate_dT;
 
-    }
-    rate_p_N15_to_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_N15_to_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_N15_to_O16_reaclib) = drate_dT;
+    {
+        // Ti50_to_p_Sc49_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ti50_to_p_Sc49_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ti50_to_p_Sc49_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ti50_to_p_Sc49_reaclib) = drate_dT;
+        }
     }
-    rate_He4_N15_to_F19_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_N15_to_F19_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_N15_to_F19_reaclib) = drate_dT;
 
-    }
-    rate_n_O14_to_O15_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_O14_to_O15_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_O14_to_O15_reaclib) = drate_dT;
+    {
+        // Ti50_to_He4_Ca46_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ti50_to_He4_Ca46_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ti50_to_He4_Ca46_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ti50_to_He4_Ca46_reaclib) = drate_dT;
+        }
     }
-    rate_He4_O14_to_Ne18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_O14_to_Ne18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O14_to_Ne18_reaclib) = drate_dT;
 
-    }
-    rate_n_O15_to_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_O15_to_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_O15_to_O16_reaclib) = drate_dT;
+    {
+        // Ti51_to_n_Ti50_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ti51_to_n_Ti50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ti51_to_n_Ti50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ti51_to_n_Ti50_reaclib) = drate_dT;
+        }
     }
-    rate_He4_O15_to_Ne19_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_O15_to_Ne19_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O15_to_Ne19_reaclib) = drate_dT;
 
-    }
-    rate_n_O16_to_O17_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_O16_to_O17_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_O16_to_O17_reaclib) = drate_dT;
+    {
+        // Ti51_to_He4_Ca47_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ti51_to_He4_Ca47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ti51_to_He4_Ca47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ti51_to_He4_Ca47_reaclib) = drate_dT;
+        }
     }
-    rate_p_O16_to_F17_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_O16_to_F17_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O16_to_F17_reaclib) = drate_dT;
 
-    }
-    rate_He4_O16_to_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib) = drate_dT;
+    {
+        // V46_to_p_Ti45_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_V46_to_p_Ti45_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_V46_to_p_Ti45_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_V46_to_p_Ti45_reaclib) = drate_dT;
+        }
     }
-    rate_n_O17_to_O18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_O17_to_O18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_O17_to_O18_reaclib) = drate_dT;
 
-    }
-    rate_p_O17_to_F18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_O17_to_F18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O17_to_F18_reaclib) = drate_dT;
+    {
+        // V47_to_n_V46_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_V47_to_n_V46_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_V47_to_n_V46_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_V47_to_n_V46_reaclib) = drate_dT;
+        }
     }
-    rate_He4_O17_to_Ne21_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_O17_to_Ne21_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O17_to_Ne21_reaclib) = drate_dT;
 
-    }
-    rate_p_O18_to_F19_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_O18_to_F19_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O18_to_F19_reaclib) = drate_dT;
+    {
+        // V47_to_p_Ti46_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_V47_to_p_Ti46_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_V47_to_p_Ti46_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_V47_to_p_Ti46_reaclib) = drate_dT;
+        }
     }
-    rate_He4_O18_to_Ne22_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_O18_to_Ne22_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O18_to_Ne22_reaclib) = drate_dT;
 
-    }
-    rate_n_F17_to_F18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_F17_to_F18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_F17_to_F18_reaclib) = drate_dT;
+    {
+        // V47_to_He4_Sc43_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_V47_to_He4_Sc43_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_V47_to_He4_Sc43_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_V47_to_He4_Sc43_reaclib) = drate_dT;
+        }
     }
-    rate_p_F17_to_Ne18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_F17_to_Ne18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_F17_to_Ne18_reaclib) = drate_dT;
 
-    }
-    rate_He4_F17_to_Na21_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_F17_to_Na21_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_F17_to_Na21_reaclib) = drate_dT;
+    {
+        // V48_to_n_V47_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_V48_to_n_V47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_V48_to_n_V47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_V48_to_n_V47_reaclib) = drate_dT;
+        }
     }
-    rate_n_F18_to_F19_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_F18_to_F19_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_F18_to_F19_reaclib) = drate_dT;
 
-    }
-    rate_p_F18_to_Ne19_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_F18_to_Ne19_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_F18_to_Ne19_reaclib) = drate_dT;
+    {
+        // V48_to_p_Ti47_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_V48_to_p_Ti47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_V48_to_p_Ti47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_V48_to_p_Ti47_reaclib) = drate_dT;
+        }
     }
-    rate_He4_F18_to_Na22_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_F18_to_Na22_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_F18_to_Na22_reaclib) = drate_dT;
 
-    }
-    rate_p_F19_to_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_F19_to_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_F19_to_Ne20_reaclib) = drate_dT;
+    {
+        // V48_to_He4_Sc44_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_V48_to_He4_Sc44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_V48_to_He4_Sc44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_V48_to_He4_Sc44_reaclib) = drate_dT;
+        }
     }
-    rate_He4_F19_to_Na23_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_F19_to_Na23_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_F19_to_Na23_reaclib) = drate_dT;
 
-    }
-    rate_n_Ne18_to_Ne19_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ne18_to_Ne19_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ne18_to_Ne19_reaclib) = drate_dT;
+    {
+        // V49_to_n_V48_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_V49_to_n_V48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_V49_to_n_V48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_V49_to_n_V48_reaclib) = drate_dT;
+        }
     }
-    rate_n_Ne19_to_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ne19_to_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ne19_to_Ne20_reaclib) = drate_dT;
 
-    }
-    rate_He4_Ne19_to_Mg23_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ne19_to_Mg23_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ne19_to_Mg23_reaclib) = drate_dT;
+    {
+        // V49_to_p_Ti48_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_V49_to_p_Ti48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_V49_to_p_Ti48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_V49_to_p_Ti48_reaclib) = drate_dT;
+        }
     }
-    rate_n_Ne20_to_Ne21_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ne20_to_Ne21_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ne20_to_Ne21_reaclib) = drate_dT;
 
-    }
-    rate_p_Ne20_to_Na21_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ne20_to_Na21_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ne20_to_Na21_reaclib) = drate_dT;
+    {
+        // V49_to_He4_Sc45_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_V49_to_He4_Sc45_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_V49_to_He4_Sc45_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_V49_to_He4_Sc45_reaclib) = drate_dT;
+        }
     }
-    rate_He4_Ne20_to_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib) = drate_dT;
 
-    }
-    rate_n_Ne21_to_Ne22_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ne21_to_Ne22_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ne21_to_Ne22_reaclib) = drate_dT;
+    {
+        // V50_to_n_V49_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_V50_to_n_V49_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_V50_to_n_V49_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_V50_to_n_V49_reaclib) = drate_dT;
+        }
     }
-    rate_p_Ne21_to_Na22_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ne21_to_Na22_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ne21_to_Na22_reaclib) = drate_dT;
 
-    }
-    rate_He4_Ne21_to_Mg25_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ne21_to_Mg25_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ne21_to_Mg25_reaclib) = drate_dT;
+    {
+        // V50_to_p_Ti49_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_V50_to_p_Ti49_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_V50_to_p_Ti49_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_V50_to_p_Ti49_reaclib) = drate_dT;
+        }
     }
-    rate_p_Ne22_to_Na23_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ne22_to_Na23_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ne22_to_Na23_reaclib) = drate_dT;
 
-    }
-    rate_He4_Ne22_to_Mg26_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ne22_to_Mg26_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ne22_to_Mg26_reaclib) = drate_dT;
+    {
+        // V50_to_He4_Sc46_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_V50_to_He4_Sc46_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_V50_to_He4_Sc46_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_V50_to_He4_Sc46_reaclib) = drate_dT;
+        }
     }
-    rate_n_Na21_to_Na22_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Na21_to_Na22_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Na21_to_Na22_reaclib) = drate_dT;
 
-    }
-    rate_He4_Na21_to_Al25_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Na21_to_Al25_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Na21_to_Al25_reaclib) = drate_dT;
+    {
+        // V51_to_n_V50_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_V51_to_n_V50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_V51_to_n_V50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_V51_to_n_V50_reaclib) = drate_dT;
+        }
     }
-    rate_n_Na22_to_Na23_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Na22_to_Na23_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Na22_to_Na23_reaclib) = drate_dT;
 
-    }
-    rate_p_Na22_to_Mg23_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Na22_to_Mg23_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Na22_to_Mg23_reaclib) = drate_dT;
+    {
+        // V51_to_p_Ti50_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_V51_to_p_Ti50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_V51_to_p_Ti50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_V51_to_p_Ti50_reaclib) = drate_dT;
+        }
     }
-    rate_He4_Na22_to_Al26_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Na22_to_Al26_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Na22_to_Al26_reaclib) = drate_dT;
 
-    }
-    rate_p_Na23_to_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Na23_to_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_Mg24_reaclib) = drate_dT;
+    {
+        // V51_to_He4_Sc47_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_V51_to_He4_Sc47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_V51_to_He4_Sc47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_V51_to_He4_Sc47_reaclib) = drate_dT;
+        }
     }
-    rate_He4_Na23_to_Al27_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Na23_to_Al27_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Na23_to_Al27_reaclib) = drate_dT;
 
-    }
-    rate_n_Mg23_to_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Mg23_to_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Mg23_to_Mg24_reaclib) = drate_dT;
+    {
+        // V52_to_n_V51_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_V52_to_n_V51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_V52_to_n_V51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_V52_to_n_V51_reaclib) = drate_dT;
+        }
     }
-    rate_n_Mg24_to_Mg25_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Mg24_to_Mg25_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Mg24_to_Mg25_reaclib) = drate_dT;
 
-    }
-    rate_p_Mg24_to_Al25_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Mg24_to_Al25_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Mg24_to_Al25_reaclib) = drate_dT;
+    {
+        // V52_to_p_Ti51_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_V52_to_p_Ti51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_V52_to_p_Ti51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_V52_to_p_Ti51_reaclib) = drate_dT;
+        }
     }
-    rate_He4_Mg24_to_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Mg24_to_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_Si28_reaclib) = drate_dT;
 
-    }
-    rate_n_Mg25_to_Mg26_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Mg25_to_Mg26_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Mg25_to_Mg26_reaclib) = drate_dT;
+    {
+        // V52_to_He4_Sc48_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_V52_to_He4_Sc48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_V52_to_He4_Sc48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_V52_to_He4_Sc48_reaclib) = drate_dT;
+        }
     }
-    rate_p_Mg25_to_Al26_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Mg25_to_Al26_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Mg25_to_Al26_reaclib) = drate_dT;
 
-    }
-    rate_He4_Mg25_to_Si29_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Mg25_to_Si29_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mg25_to_Si29_reaclib) = drate_dT;
+    {
+        // Cr48_to_p_V47_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cr48_to_p_V47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cr48_to_p_V47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cr48_to_p_V47_reaclib) = drate_dT;
+        }
     }
-    rate_p_Mg26_to_Al27_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Mg26_to_Al27_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Mg26_to_Al27_reaclib) = drate_dT;
 
-    }
-    rate_He4_Mg26_to_Si30_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Mg26_to_Si30_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mg26_to_Si30_reaclib) = drate_dT;
+    {
+        // Cr48_to_He4_Ti44_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cr48_to_He4_Ti44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cr48_to_He4_Ti44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cr48_to_He4_Ti44_reaclib) = drate_dT;
+        }
     }
-    rate_n_Al25_to_Al26_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Al25_to_Al26_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Al25_to_Al26_reaclib) = drate_dT;
 
-    }
-    rate_He4_Al25_to_P29_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Al25_to_P29_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Al25_to_P29_reaclib) = drate_dT;
+    {
+        // Cr49_to_n_Cr48_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cr49_to_n_Cr48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cr49_to_n_Cr48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cr49_to_n_Cr48_reaclib) = drate_dT;
+        }
     }
-    rate_n_Al26_to_Al27_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Al26_to_Al27_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Al26_to_Al27_reaclib) = drate_dT;
 
-    }
-    rate_He4_Al26_to_P30_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Al26_to_P30_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Al26_to_P30_reaclib) = drate_dT;
+    {
+        // Cr49_to_p_V48_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cr49_to_p_V48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cr49_to_p_V48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cr49_to_p_V48_reaclib) = drate_dT;
+        }
     }
-    rate_p_Al27_to_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Al27_to_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_Si28_reaclib) = drate_dT;
 
-    }
-    rate_He4_Al27_to_P31_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Al27_to_P31_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Al27_to_P31_reaclib) = drate_dT;
+    {
+        // Cr49_to_He4_Ti45_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cr49_to_He4_Ti45_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cr49_to_He4_Ti45_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cr49_to_He4_Ti45_reaclib) = drate_dT;
+        }
     }
-    rate_n_Si28_to_Si29_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Si28_to_Si29_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Si28_to_Si29_reaclib) = drate_dT;
 
-    }
-    rate_p_Si28_to_P29_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Si28_to_P29_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Si28_to_P29_reaclib) = drate_dT;
+    {
+        // Cr50_to_n_Cr49_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cr50_to_n_Cr49_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cr50_to_n_Cr49_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cr50_to_n_Cr49_reaclib) = drate_dT;
+        }
     }
-    rate_He4_Si28_to_S32_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Si28_to_S32_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_S32_reaclib) = drate_dT;
 
-    }
-    rate_n_Si29_to_Si30_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Si29_to_Si30_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Si29_to_Si30_reaclib) = drate_dT;
+    {
+        // Cr50_to_p_V49_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cr50_to_p_V49_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cr50_to_p_V49_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cr50_to_p_V49_reaclib) = drate_dT;
+        }
     }
-    rate_p_Si29_to_P30_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Si29_to_P30_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Si29_to_P30_reaclib) = drate_dT;
 
-    }
-    rate_He4_Si29_to_S33_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Si29_to_S33_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Si29_to_S33_reaclib) = drate_dT;
+    {
+        // Cr50_to_He4_Ti46_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cr50_to_He4_Ti46_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cr50_to_He4_Ti46_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cr50_to_He4_Ti46_reaclib) = drate_dT;
+        }
     }
-    rate_n_Si30_to_Si31_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Si30_to_Si31_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Si30_to_Si31_reaclib) = drate_dT;
 
-    }
-    rate_p_Si30_to_P31_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Si30_to_P31_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Si30_to_P31_reaclib) = drate_dT;
+    {
+        // Cr51_to_n_Cr50_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cr51_to_n_Cr50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cr51_to_n_Cr50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cr51_to_n_Cr50_reaclib) = drate_dT;
+        }
     }
-    rate_He4_Si30_to_S34_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Si30_to_S34_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Si30_to_S34_reaclib) = drate_dT;
 
-    }
-    rate_n_Si31_to_Si32_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Si31_to_Si32_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Si31_to_Si32_reaclib) = drate_dT;
+    {
+        // Cr51_to_p_V50_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cr51_to_p_V50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cr51_to_p_V50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cr51_to_p_V50_reaclib) = drate_dT;
+        }
     }
-    rate_p_Si31_to_P32_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Si31_to_P32_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Si31_to_P32_reaclib) = drate_dT;
 
-    }
-    rate_He4_Si31_to_S35_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Si31_to_S35_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Si31_to_S35_reaclib) = drate_dT;
+    {
+        // Cr51_to_He4_Ti47_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cr51_to_He4_Ti47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cr51_to_He4_Ti47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cr51_to_He4_Ti47_reaclib) = drate_dT;
+        }
     }
-    rate_p_Si32_to_P33_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Si32_to_P33_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Si32_to_P33_reaclib) = drate_dT;
 
-    }
-    rate_He4_Si32_to_S36_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Si32_to_S36_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Si32_to_S36_reaclib) = drate_dT;
+    {
+        // Cr52_to_n_Cr51_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cr52_to_n_Cr51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cr52_to_n_Cr51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cr52_to_n_Cr51_reaclib) = drate_dT;
+        }
     }
-    rate_n_P29_to_P30_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_P29_to_P30_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_P29_to_P30_reaclib) = drate_dT;
 
-    }
-    rate_He4_P29_to_Cl33_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_P29_to_Cl33_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_P29_to_Cl33_reaclib) = drate_dT;
+    {
+        // Cr52_to_p_V51_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cr52_to_p_V51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cr52_to_p_V51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cr52_to_p_V51_reaclib) = drate_dT;
+        }
     }
-    rate_n_P30_to_P31_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_P30_to_P31_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_P30_to_P31_reaclib) = drate_dT;
 
-    }
-    rate_He4_P30_to_Cl34_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_P30_to_Cl34_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_P30_to_Cl34_reaclib) = drate_dT;
+    {
+        // Cr52_to_He4_Ti48_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cr52_to_He4_Ti48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cr52_to_He4_Ti48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cr52_to_He4_Ti48_reaclib) = drate_dT;
+        }
     }
-    rate_n_P31_to_P32_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_P31_to_P32_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_P31_to_P32_reaclib) = drate_dT;
 
-    }
-    rate_p_P31_to_S32_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_P31_to_S32_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_P31_to_S32_reaclib) = drate_dT;
+    {
+        // Cr53_to_n_Cr52_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cr53_to_n_Cr52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cr53_to_n_Cr52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cr53_to_n_Cr52_reaclib) = drate_dT;
+        }
     }
-    rate_He4_P31_to_Cl35_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_P31_to_Cl35_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_P31_to_Cl35_reaclib) = drate_dT;
 
-    }
-    rate_n_P32_to_P33_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_P32_to_P33_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_P32_to_P33_reaclib) = drate_dT;
+    {
+        // Cr53_to_p_V52_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cr53_to_p_V52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cr53_to_p_V52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cr53_to_p_V52_reaclib) = drate_dT;
+        }
     }
-    rate_p_P32_to_S33_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_P32_to_S33_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_P32_to_S33_reaclib) = drate_dT;
 
-    }
-    rate_He4_P32_to_Cl36_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_P32_to_Cl36_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_P32_to_Cl36_reaclib) = drate_dT;
+    {
+        // Cr53_to_He4_Ti49_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cr53_to_He4_Ti49_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cr53_to_He4_Ti49_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cr53_to_He4_Ti49_reaclib) = drate_dT;
+        }
     }
-    rate_p_P33_to_S34_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_P33_to_S34_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_P33_to_S34_reaclib) = drate_dT;
 
-    }
-    rate_He4_P33_to_Cl37_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_P33_to_Cl37_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_P33_to_Cl37_reaclib) = drate_dT;
+    {
+        // Cr54_to_n_Cr53_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cr54_to_n_Cr53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cr54_to_n_Cr53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cr54_to_n_Cr53_reaclib) = drate_dT;
+        }
     }
-    rate_n_S32_to_S33_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_S32_to_S33_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_S32_to_S33_reaclib) = drate_dT;
 
-    }
-    rate_p_S32_to_Cl33_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_S32_to_Cl33_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_S32_to_Cl33_reaclib) = drate_dT;
+    {
+        // Cr54_to_He4_Ti50_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cr54_to_He4_Ti50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cr54_to_He4_Ti50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cr54_to_He4_Ti50_reaclib) = drate_dT;
+        }
     }
-    rate_He4_S32_to_Ar36_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_S32_to_Ar36_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_reaclib) = drate_dT;
 
-    }
-    rate_n_S33_to_S34_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_S33_to_S34_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_S33_to_S34_reaclib) = drate_dT;
+    {
+        // Mn50_to_p_Cr49_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mn50_to_p_Cr49_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Mn50_to_p_Cr49_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mn50_to_p_Cr49_reaclib) = drate_dT;
+        }
     }
-    rate_p_S33_to_Cl34_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_S33_to_Cl34_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_S33_to_Cl34_reaclib) = drate_dT;
 
-    }
-    rate_He4_S33_to_Ar37_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_S33_to_Ar37_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_S33_to_Ar37_reaclib) = drate_dT;
+    {
+        // Mn50_to_He4_V46_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mn50_to_He4_V46_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Mn50_to_He4_V46_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mn50_to_He4_V46_reaclib) = drate_dT;
+        }
     }
-    rate_n_S34_to_S35_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_S34_to_S35_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_S34_to_S35_reaclib) = drate_dT;
 
-    }
-    rate_p_S34_to_Cl35_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_S34_to_Cl35_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_S34_to_Cl35_reaclib) = drate_dT;
+    {
+        // Mn51_to_n_Mn50_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mn51_to_n_Mn50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Mn51_to_n_Mn50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mn51_to_n_Mn50_reaclib) = drate_dT;
+        }
     }
-    rate_He4_S34_to_Ar38_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_S34_to_Ar38_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_S34_to_Ar38_reaclib) = drate_dT;
 
-    }
-    rate_n_S35_to_S36_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_S35_to_S36_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_S35_to_S36_reaclib) = drate_dT;
+    {
+        // Mn51_to_p_Cr50_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mn51_to_p_Cr50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Mn51_to_p_Cr50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mn51_to_p_Cr50_reaclib) = drate_dT;
+        }
     }
-    rate_p_S35_to_Cl36_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_S35_to_Cl36_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_S35_to_Cl36_reaclib) = drate_dT;
 
-    }
-    rate_He4_S35_to_Ar39_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_S35_to_Ar39_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_S35_to_Ar39_reaclib) = drate_dT;
+    {
+        // Mn51_to_He4_V47_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mn51_to_He4_V47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Mn51_to_He4_V47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mn51_to_He4_V47_reaclib) = drate_dT;
+        }
     }
-    rate_p_S36_to_Cl37_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_S36_to_Cl37_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_S36_to_Cl37_reaclib) = drate_dT;
 
-    }
-    rate_He4_S36_to_Ar40_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_S36_to_Ar40_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_S36_to_Ar40_reaclib) = drate_dT;
+    {
+        // Mn52_to_n_Mn51_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mn52_to_n_Mn51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Mn52_to_n_Mn51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mn52_to_n_Mn51_reaclib) = drate_dT;
+        }
     }
-    rate_n_Cl33_to_Cl34_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cl33_to_Cl34_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cl33_to_Cl34_reaclib) = drate_dT;
 
-    }
-    rate_He4_Cl33_to_K37_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cl33_to_K37_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cl33_to_K37_reaclib) = drate_dT;
+    {
+        // Mn52_to_p_Cr51_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mn52_to_p_Cr51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Mn52_to_p_Cr51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mn52_to_p_Cr51_reaclib) = drate_dT;
+        }
     }
-    rate_n_Cl34_to_Cl35_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cl34_to_Cl35_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cl34_to_Cl35_reaclib) = drate_dT;
 
-    }
-    rate_He4_Cl34_to_K38_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cl34_to_K38_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cl34_to_K38_reaclib) = drate_dT;
+    {
+        // Mn52_to_He4_V48_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mn52_to_He4_V48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Mn52_to_He4_V48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mn52_to_He4_V48_reaclib) = drate_dT;
+        }
     }
-    rate_n_Cl35_to_Cl36_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cl35_to_Cl36_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cl35_to_Cl36_reaclib) = drate_dT;
 
-    }
-    rate_p_Cl35_to_Ar36_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cl35_to_Ar36_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_reaclib) = drate_dT;
+    {
+        // Mn53_to_n_Mn52_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mn53_to_n_Mn52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Mn53_to_n_Mn52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mn53_to_n_Mn52_reaclib) = drate_dT;
+        }
     }
-    rate_He4_Cl35_to_K39_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cl35_to_K39_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cl35_to_K39_reaclib) = drate_dT;
 
-    }
-    rate_n_Cl36_to_Cl37_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cl36_to_Cl37_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cl36_to_Cl37_reaclib) = drate_dT;
+    {
+        // Mn53_to_p_Cr52_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mn53_to_p_Cr52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Mn53_to_p_Cr52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mn53_to_p_Cr52_reaclib) = drate_dT;
+        }
     }
-    rate_p_Cl36_to_Ar37_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cl36_to_Ar37_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cl36_to_Ar37_reaclib) = drate_dT;
 
-    }
-    rate_He4_Cl36_to_K40_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cl36_to_K40_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cl36_to_K40_reaclib) = drate_dT;
+    {
+        // Mn53_to_He4_V49_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mn53_to_He4_V49_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Mn53_to_He4_V49_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mn53_to_He4_V49_reaclib) = drate_dT;
+        }
     }
-    rate_p_Cl37_to_Ar38_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cl37_to_Ar38_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cl37_to_Ar38_reaclib) = drate_dT;
 
-    }
-    rate_He4_Cl37_to_K41_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cl37_to_K41_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cl37_to_K41_reaclib) = drate_dT;
+    {
+        // Mn54_to_n_Mn53_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mn54_to_n_Mn53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Mn54_to_n_Mn53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mn54_to_n_Mn53_reaclib) = drate_dT;
+        }
     }
-    rate_n_Ar36_to_Ar37_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ar36_to_Ar37_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ar36_to_Ar37_reaclib) = drate_dT;
 
-    }
-    rate_p_Ar36_to_K37_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ar36_to_K37_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ar36_to_K37_reaclib) = drate_dT;
+    {
+        // Mn54_to_p_Cr53_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mn54_to_p_Cr53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Mn54_to_p_Cr53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mn54_to_p_Cr53_reaclib) = drate_dT;
+        }
     }
-    rate_He4_Ar36_to_Ca40_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ar36_to_Ca40_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_reaclib) = drate_dT;
 
-    }
-    rate_n_Ar37_to_Ar38_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ar37_to_Ar38_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ar37_to_Ar38_reaclib) = drate_dT;
+    {
+        // Mn54_to_He4_V50_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mn54_to_He4_V50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Mn54_to_He4_V50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mn54_to_He4_V50_reaclib) = drate_dT;
+        }
     }
-    rate_p_Ar37_to_K38_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ar37_to_K38_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ar37_to_K38_reaclib) = drate_dT;
 
-    }
-    rate_He4_Ar37_to_Ca41_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ar37_to_Ca41_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ar37_to_Ca41_reaclib) = drate_dT;
+    {
+        // Mn55_to_n_Mn54_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mn55_to_n_Mn54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Mn55_to_n_Mn54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mn55_to_n_Mn54_reaclib) = drate_dT;
+        }
     }
-    rate_n_Ar38_to_Ar39_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ar38_to_Ar39_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ar38_to_Ar39_reaclib) = drate_dT;
 
-    }
-    rate_p_Ar38_to_K39_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ar38_to_K39_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ar38_to_K39_reaclib) = drate_dT;
+    {
+        // Mn55_to_p_Cr54_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mn55_to_p_Cr54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Mn55_to_p_Cr54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mn55_to_p_Cr54_reaclib) = drate_dT;
+        }
     }
-    rate_He4_Ar38_to_Ca42_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ar38_to_Ca42_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ar38_to_Ca42_reaclib) = drate_dT;
 
-    }
-    rate_n_Ar39_to_Ar40_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ar39_to_Ar40_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ar39_to_Ar40_reaclib) = drate_dT;
+    {
+        // Mn55_to_He4_V51_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Mn55_to_He4_V51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Mn55_to_He4_V51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Mn55_to_He4_V51_reaclib) = drate_dT;
+        }
     }
-    rate_p_Ar39_to_K40_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ar39_to_K40_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ar39_to_K40_reaclib) = drate_dT;
 
-    }
-    rate_He4_Ar39_to_Ca43_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ar39_to_Ca43_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ar39_to_Ca43_reaclib) = drate_dT;
+    {
+        // Fe52_to_p_Mn51_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe52_to_p_Mn51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Fe52_to_p_Mn51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe52_to_p_Mn51_reaclib) = drate_dT;
+        }
     }
-    rate_p_Ar40_to_K41_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ar40_to_K41_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ar40_to_K41_reaclib) = drate_dT;
 
-    }
-    rate_He4_Ar40_to_Ca44_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ar40_to_Ca44_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ar40_to_Ca44_reaclib) = drate_dT;
+    {
+        // Fe52_to_He4_Cr48_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe52_to_He4_Cr48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Fe52_to_He4_Cr48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe52_to_He4_Cr48_reaclib) = drate_dT;
+        }
     }
-    rate_n_K37_to_K38_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_K37_to_K38_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_K37_to_K38_reaclib) = drate_dT;
 
-    }
-    rate_n_K38_to_K39_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_K38_to_K39_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_K38_to_K39_reaclib) = drate_dT;
+    {
+        // Fe53_to_n_Fe52_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe53_to_n_Fe52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Fe53_to_n_Fe52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe53_to_n_Fe52_reaclib) = drate_dT;
+        }
     }
-    rate_n_K39_to_K40_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_K39_to_K40_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_K39_to_K40_reaclib) = drate_dT;
 
-    }
-    rate_p_K39_to_Ca40_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_K39_to_Ca40_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_reaclib) = drate_dT;
+    {
+        // Fe53_to_p_Mn52_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe53_to_p_Mn52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Fe53_to_p_Mn52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe53_to_p_Mn52_reaclib) = drate_dT;
+        }
     }
-    rate_He4_K39_to_Sc43_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_K39_to_Sc43_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_K39_to_Sc43_reaclib) = drate_dT;
 
-    }
-    rate_n_K40_to_K41_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_K40_to_K41_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_K40_to_K41_reaclib) = drate_dT;
+    {
+        // Fe53_to_He4_Cr49_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe53_to_He4_Cr49_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Fe53_to_He4_Cr49_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe53_to_He4_Cr49_reaclib) = drate_dT;
+        }
     }
-    rate_p_K40_to_Ca41_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_K40_to_Ca41_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_K40_to_Ca41_reaclib) = drate_dT;
 
-    }
-    rate_He4_K40_to_Sc44_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_K40_to_Sc44_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_K40_to_Sc44_reaclib) = drate_dT;
+    {
+        // Fe54_to_n_Fe53_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe54_to_n_Fe53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Fe54_to_n_Fe53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe54_to_n_Fe53_reaclib) = drate_dT;
+        }
     }
-    rate_p_K41_to_Ca42_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_K41_to_Ca42_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_K41_to_Ca42_reaclib) = drate_dT;
 
-    }
-    rate_He4_K41_to_Sc45_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_K41_to_Sc45_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_K41_to_Sc45_reaclib) = drate_dT;
+    {
+        // Fe54_to_p_Mn53_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe54_to_p_Mn53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Fe54_to_p_Mn53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe54_to_p_Mn53_reaclib) = drate_dT;
+        }
     }
-    rate_n_Ca40_to_Ca41_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ca40_to_Ca41_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ca40_to_Ca41_reaclib) = drate_dT;
 
-    }
-    rate_He4_Ca40_to_Ti44_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ca40_to_Ti44_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_reaclib) = drate_dT;
+    {
+        // Fe54_to_He4_Cr50_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe54_to_He4_Cr50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Fe54_to_He4_Cr50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe54_to_He4_Cr50_reaclib) = drate_dT;
+        }
     }
-    rate_n_Ca41_to_Ca42_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ca41_to_Ca42_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ca41_to_Ca42_reaclib) = drate_dT;
 
-    }
-    rate_He4_Ca41_to_Ti45_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ca41_to_Ti45_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ca41_to_Ti45_reaclib) = drate_dT;
+    {
+        // Fe55_to_n_Fe54_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe55_to_n_Fe54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Fe55_to_n_Fe54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe55_to_n_Fe54_reaclib) = drate_dT;
+        }
     }
-    rate_n_Ca42_to_Ca43_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ca42_to_Ca43_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ca42_to_Ca43_reaclib) = drate_dT;
 
-    }
-    rate_p_Ca42_to_Sc43_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ca42_to_Sc43_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ca42_to_Sc43_reaclib) = drate_dT;
+    {
+        // Fe55_to_p_Mn54_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe55_to_p_Mn54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Fe55_to_p_Mn54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe55_to_p_Mn54_reaclib) = drate_dT;
+        }
     }
-    rate_He4_Ca42_to_Ti46_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ca42_to_Ti46_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ca42_to_Ti46_reaclib) = drate_dT;
 
-    }
-    rate_n_Ca43_to_Ca44_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ca43_to_Ca44_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ca43_to_Ca44_reaclib) = drate_dT;
+    {
+        // Fe55_to_He4_Cr51_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe55_to_He4_Cr51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Fe55_to_He4_Cr51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe55_to_He4_Cr51_reaclib) = drate_dT;
+        }
     }
-    rate_p_Ca43_to_Sc44_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ca43_to_Sc44_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ca43_to_Sc44_reaclib) = drate_dT;
 
-    }
-    rate_He4_Ca43_to_Ti47_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ca43_to_Ti47_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ca43_to_Ti47_reaclib) = drate_dT;
+    {
+        // Fe56_to_n_Fe55_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe56_to_n_Fe55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Fe56_to_n_Fe55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe56_to_n_Fe55_reaclib) = drate_dT;
+        }
     }
-    rate_n_Ca44_to_Ca45_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ca44_to_Ca45_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ca44_to_Ca45_reaclib) = drate_dT;
 
-    }
-    rate_p_Ca44_to_Sc45_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ca44_to_Sc45_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ca44_to_Sc45_reaclib) = drate_dT;
+    {
+        // Fe56_to_p_Mn55_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe56_to_p_Mn55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Fe56_to_p_Mn55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe56_to_p_Mn55_reaclib) = drate_dT;
+        }
     }
-    rate_He4_Ca44_to_Ti48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ca44_to_Ti48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ca44_to_Ti48_reaclib) = drate_dT;
 
-    }
-    rate_n_Ca45_to_Ca46_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ca45_to_Ca46_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ca45_to_Ca46_reaclib) = drate_dT;
+    {
+        // Fe56_to_He4_Cr52_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe56_to_He4_Cr52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Fe56_to_He4_Cr52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe56_to_He4_Cr52_reaclib) = drate_dT;
+        }
     }
-    rate_p_Ca45_to_Sc46_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ca45_to_Sc46_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ca45_to_Sc46_reaclib) = drate_dT;
 
-    }
-    rate_He4_Ca45_to_Ti49_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ca45_to_Ti49_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ca45_to_Ti49_reaclib) = drate_dT;
+    {
+        // Fe57_to_n_Fe56_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe57_to_n_Fe56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Fe57_to_n_Fe56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe57_to_n_Fe56_reaclib) = drate_dT;
+        }
     }
-    rate_n_Ca46_to_Ca47_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ca46_to_Ca47_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ca46_to_Ca47_reaclib) = drate_dT;
 
-    }
-    rate_p_Ca46_to_Sc47_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ca46_to_Sc47_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ca46_to_Sc47_reaclib) = drate_dT;
+    {
+        // Fe57_to_He4_Cr53_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe57_to_He4_Cr53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Fe57_to_He4_Cr53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe57_to_He4_Cr53_reaclib) = drate_dT;
+        }
     }
-    rate_He4_Ca46_to_Ti50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ca46_to_Ti50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ca46_to_Ti50_reaclib) = drate_dT;
 
-    }
-    rate_n_Ca47_to_Ca48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ca47_to_Ca48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ca47_to_Ca48_reaclib) = drate_dT;
+    {
+        // Fe58_to_n_Fe57_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe58_to_n_Fe57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Fe58_to_n_Fe57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe58_to_n_Fe57_reaclib) = drate_dT;
+        }
     }
-    rate_p_Ca47_to_Sc48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ca47_to_Sc48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ca47_to_Sc48_reaclib) = drate_dT;
 
-    }
-    rate_He4_Ca47_to_Ti51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ca47_to_Ti51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ca47_to_Ti51_reaclib) = drate_dT;
+    {
+        // Fe58_to_He4_Cr54_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Fe58_to_He4_Cr54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Fe58_to_He4_Cr54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Fe58_to_He4_Cr54_reaclib) = drate_dT;
+        }
     }
-    rate_p_Ca48_to_Sc49_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ca48_to_Sc49_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ca48_to_Sc49_reaclib) = drate_dT;
 
-    }
-    rate_n_Sc43_to_Sc44_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Sc43_to_Sc44_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Sc43_to_Sc44_reaclib) = drate_dT;
+    {
+        // Co53_to_p_Fe52_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Co53_to_p_Fe52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Co53_to_p_Fe52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Co53_to_p_Fe52_reaclib) = drate_dT;
+        }
     }
-    rate_p_Sc43_to_Ti44_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Sc43_to_Ti44_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_reaclib) = drate_dT;
 
-    }
-    rate_He4_Sc43_to_V47_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Sc43_to_V47_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Sc43_to_V47_reaclib) = drate_dT;
+    {
+        // Co54_to_n_Co53_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Co54_to_n_Co53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Co54_to_n_Co53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Co54_to_n_Co53_reaclib) = drate_dT;
+        }
     }
-    rate_n_Sc44_to_Sc45_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Sc44_to_Sc45_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Sc44_to_Sc45_reaclib) = drate_dT;
 
-    }
-    rate_p_Sc44_to_Ti45_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Sc44_to_Ti45_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Sc44_to_Ti45_reaclib) = drate_dT;
+    {
+        // Co54_to_p_Fe53_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Co54_to_p_Fe53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Co54_to_p_Fe53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Co54_to_p_Fe53_reaclib) = drate_dT;
+        }
     }
-    rate_He4_Sc44_to_V48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Sc44_to_V48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Sc44_to_V48_reaclib) = drate_dT;
 
-    }
-    rate_n_Sc45_to_Sc46_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Sc45_to_Sc46_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Sc45_to_Sc46_reaclib) = drate_dT;
+    {
+        // Co54_to_He4_Mn50_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Co54_to_He4_Mn50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Co54_to_He4_Mn50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Co54_to_He4_Mn50_reaclib) = drate_dT;
+        }
     }
-    rate_p_Sc45_to_Ti46_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Sc45_to_Ti46_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Sc45_to_Ti46_reaclib) = drate_dT;
 
-    }
-    rate_He4_Sc45_to_V49_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Sc45_to_V49_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Sc45_to_V49_reaclib) = drate_dT;
+    {
+        // Co55_to_n_Co54_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Co55_to_n_Co54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Co55_to_n_Co54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Co55_to_n_Co54_reaclib) = drate_dT;
+        }
     }
-    rate_n_Sc46_to_Sc47_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Sc46_to_Sc47_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Sc46_to_Sc47_reaclib) = drate_dT;
 
-    }
-    rate_p_Sc46_to_Ti47_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Sc46_to_Ti47_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Sc46_to_Ti47_reaclib) = drate_dT;
+    {
+        // Co55_to_p_Fe54_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Co55_to_p_Fe54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Co55_to_p_Fe54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Co55_to_p_Fe54_reaclib) = drate_dT;
+        }
     }
-    rate_He4_Sc46_to_V50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Sc46_to_V50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Sc46_to_V50_reaclib) = drate_dT;
 
-    }
-    rate_n_Sc47_to_Sc48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Sc47_to_Sc48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Sc47_to_Sc48_reaclib) = drate_dT;
+    {
+        // Co55_to_He4_Mn51_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Co55_to_He4_Mn51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Co55_to_He4_Mn51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Co55_to_He4_Mn51_reaclib) = drate_dT;
+        }
     }
-    rate_p_Sc47_to_Ti48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Sc47_to_Ti48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Sc47_to_Ti48_reaclib) = drate_dT;
 
-    }
-    rate_He4_Sc47_to_V51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Sc47_to_V51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Sc47_to_V51_reaclib) = drate_dT;
+    {
+        // Co56_to_n_Co55_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Co56_to_n_Co55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Co56_to_n_Co55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Co56_to_n_Co55_reaclib) = drate_dT;
+        }
     }
-    rate_n_Sc48_to_Sc49_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Sc48_to_Sc49_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Sc48_to_Sc49_reaclib) = drate_dT;
 
-    }
-    rate_p_Sc48_to_Ti49_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Sc48_to_Ti49_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Sc48_to_Ti49_reaclib) = drate_dT;
+    {
+        // Co56_to_p_Fe55_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Co56_to_p_Fe55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Co56_to_p_Fe55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Co56_to_p_Fe55_reaclib) = drate_dT;
+        }
     }
-    rate_He4_Sc48_to_V52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Sc48_to_V52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Sc48_to_V52_reaclib) = drate_dT;
 
-    }
-    rate_p_Sc49_to_Ti50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Sc49_to_Ti50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Sc49_to_Ti50_reaclib) = drate_dT;
+    {
+        // Co56_to_He4_Mn52_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Co56_to_He4_Mn52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Co56_to_He4_Mn52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Co56_to_He4_Mn52_reaclib) = drate_dT;
+        }
     }
-    rate_n_Ti44_to_Ti45_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ti44_to_Ti45_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ti44_to_Ti45_reaclib) = drate_dT;
 
-    }
-    rate_He4_Ti44_to_Cr48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ti44_to_Cr48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_reaclib) = drate_dT;
+    {
+        // Co57_to_n_Co56_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Co57_to_n_Co56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Co57_to_n_Co56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Co57_to_n_Co56_reaclib) = drate_dT;
+        }
     }
-    rate_n_Ti45_to_Ti46_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ti45_to_Ti46_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ti45_to_Ti46_reaclib) = drate_dT;
 
-    }
-    rate_p_Ti45_to_V46_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ti45_to_V46_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ti45_to_V46_reaclib) = drate_dT;
+    {
+        // Co57_to_p_Fe56_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Co57_to_p_Fe56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Co57_to_p_Fe56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Co57_to_p_Fe56_reaclib) = drate_dT;
+        }
     }
-    rate_He4_Ti45_to_Cr49_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ti45_to_Cr49_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ti45_to_Cr49_reaclib) = drate_dT;
 
-    }
-    rate_n_Ti46_to_Ti47_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ti46_to_Ti47_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ti46_to_Ti47_reaclib) = drate_dT;
+    {
+        // Co57_to_He4_Mn53_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Co57_to_He4_Mn53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Co57_to_He4_Mn53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Co57_to_He4_Mn53_reaclib) = drate_dT;
+        }
     }
-    rate_p_Ti46_to_V47_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ti46_to_V47_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ti46_to_V47_reaclib) = drate_dT;
 
-    }
-    rate_He4_Ti46_to_Cr50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ti46_to_Cr50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ti46_to_Cr50_reaclib) = drate_dT;
+    {
+        // Co58_to_n_Co57_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Co58_to_n_Co57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Co58_to_n_Co57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Co58_to_n_Co57_reaclib) = drate_dT;
+        }
     }
-    rate_n_Ti47_to_Ti48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ti47_to_Ti48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ti47_to_Ti48_reaclib) = drate_dT;
 
-    }
-    rate_p_Ti47_to_V48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ti47_to_V48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ti47_to_V48_reaclib) = drate_dT;
+    {
+        // Co58_to_p_Fe57_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Co58_to_p_Fe57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Co58_to_p_Fe57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Co58_to_p_Fe57_reaclib) = drate_dT;
+        }
     }
-    rate_He4_Ti47_to_Cr51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ti47_to_Cr51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ti47_to_Cr51_reaclib) = drate_dT;
 
-    }
-    rate_n_Ti48_to_Ti49_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ti48_to_Ti49_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ti48_to_Ti49_reaclib) = drate_dT;
+    {
+        // Co58_to_He4_Mn54_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Co58_to_He4_Mn54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Co58_to_He4_Mn54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Co58_to_He4_Mn54_reaclib) = drate_dT;
+        }
     }
-    rate_p_Ti48_to_V49_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ti48_to_V49_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ti48_to_V49_reaclib) = drate_dT;
 
-    }
-    rate_He4_Ti48_to_Cr52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ti48_to_Cr52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ti48_to_Cr52_reaclib) = drate_dT;
+    {
+        // Co59_to_n_Co58_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Co59_to_n_Co58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Co59_to_n_Co58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Co59_to_n_Co58_reaclib) = drate_dT;
+        }
     }
-    rate_n_Ti49_to_Ti50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ti49_to_Ti50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ti49_to_Ti50_reaclib) = drate_dT;
 
-    }
-    rate_p_Ti49_to_V50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ti49_to_V50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ti49_to_V50_reaclib) = drate_dT;
+    {
+        // Co59_to_p_Fe58_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Co59_to_p_Fe58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Co59_to_p_Fe58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Co59_to_p_Fe58_reaclib) = drate_dT;
+        }
     }
-    rate_He4_Ti49_to_Cr53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ti49_to_Cr53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ti49_to_Cr53_reaclib) = drate_dT;
 
-    }
-    rate_n_Ti50_to_Ti51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ti50_to_Ti51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ti50_to_Ti51_reaclib) = drate_dT;
+    {
+        // Co59_to_He4_Mn55_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Co59_to_He4_Mn55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Co59_to_He4_Mn55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Co59_to_He4_Mn55_reaclib) = drate_dT;
+        }
     }
-    rate_p_Ti50_to_V51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ti50_to_V51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ti50_to_V51_reaclib) = drate_dT;
 
-    }
-    rate_He4_Ti50_to_Cr54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ti50_to_Cr54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ti50_to_Cr54_reaclib) = drate_dT;
+    {
+        // Ni56_to_p_Co55_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni56_to_p_Co55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ni56_to_p_Co55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni56_to_p_Co55_reaclib) = drate_dT;
+        }
     }
-    rate_p_Ti51_to_V52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ti51_to_V52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ti51_to_V52_reaclib) = drate_dT;
 
-    }
-    rate_n_V46_to_V47_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_V46_to_V47_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_V46_to_V47_reaclib) = drate_dT;
+    {
+        // Ni56_to_He4_Fe52_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni56_to_He4_Fe52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ni56_to_He4_Fe52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni56_to_He4_Fe52_reaclib) = drate_dT;
+        }
     }
-    rate_He4_V46_to_Mn50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_V46_to_Mn50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_V46_to_Mn50_reaclib) = drate_dT;
 
-    }
-    rate_n_V47_to_V48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_V47_to_V48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_V47_to_V48_reaclib) = drate_dT;
+    {
+        // Ni57_to_n_Ni56_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni57_to_n_Ni56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ni57_to_n_Ni56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni57_to_n_Ni56_reaclib) = drate_dT;
+        }
     }
-    rate_p_V47_to_Cr48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_V47_to_Cr48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_reaclib) = drate_dT;
 
-    }
-    rate_He4_V47_to_Mn51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_V47_to_Mn51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_V47_to_Mn51_reaclib) = drate_dT;
+    {
+        // Ni57_to_p_Co56_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni57_to_p_Co56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ni57_to_p_Co56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni57_to_p_Co56_reaclib) = drate_dT;
+        }
     }
-    rate_n_V48_to_V49_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_V48_to_V49_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_V48_to_V49_reaclib) = drate_dT;
 
-    }
-    rate_p_V48_to_Cr49_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_V48_to_Cr49_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_V48_to_Cr49_reaclib) = drate_dT;
+    {
+        // Ni57_to_He4_Fe53_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni57_to_He4_Fe53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ni57_to_He4_Fe53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni57_to_He4_Fe53_reaclib) = drate_dT;
+        }
     }
-    rate_He4_V48_to_Mn52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_V48_to_Mn52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_V48_to_Mn52_reaclib) = drate_dT;
 
-    }
-    rate_n_V49_to_V50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_V49_to_V50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_V49_to_V50_reaclib) = drate_dT;
+    {
+        // Ni58_to_n_Ni57_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni58_to_n_Ni57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ni58_to_n_Ni57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni58_to_n_Ni57_reaclib) = drate_dT;
+        }
     }
-    rate_p_V49_to_Cr50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_V49_to_Cr50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_V49_to_Cr50_reaclib) = drate_dT;
 
-    }
-    rate_He4_V49_to_Mn53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_V49_to_Mn53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_V49_to_Mn53_reaclib) = drate_dT;
+    {
+        // Ni58_to_p_Co57_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni58_to_p_Co57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ni58_to_p_Co57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni58_to_p_Co57_reaclib) = drate_dT;
+        }
     }
-    rate_n_V50_to_V51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_V50_to_V51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_V50_to_V51_reaclib) = drate_dT;
 
-    }
-    rate_p_V50_to_Cr51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_V50_to_Cr51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_V50_to_Cr51_reaclib) = drate_dT;
+    {
+        // Ni58_to_He4_Fe54_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni58_to_He4_Fe54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ni58_to_He4_Fe54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni58_to_He4_Fe54_reaclib) = drate_dT;
+        }
     }
-    rate_He4_V50_to_Mn54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_V50_to_Mn54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_V50_to_Mn54_reaclib) = drate_dT;
 
-    }
-    rate_n_V51_to_V52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_V51_to_V52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_V51_to_V52_reaclib) = drate_dT;
+    {
+        // Ni59_to_n_Ni58_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni59_to_n_Ni58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ni59_to_n_Ni58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni59_to_n_Ni58_reaclib) = drate_dT;
+        }
     }
-    rate_p_V51_to_Cr52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_V51_to_Cr52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_V51_to_Cr52_reaclib) = drate_dT;
 
-    }
-    rate_He4_V51_to_Mn55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_V51_to_Mn55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_V51_to_Mn55_reaclib) = drate_dT;
+    {
+        // Ni59_to_p_Co58_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni59_to_p_Co58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ni59_to_p_Co58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni59_to_p_Co58_reaclib) = drate_dT;
+        }
     }
-    rate_p_V52_to_Cr53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_V52_to_Cr53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_V52_to_Cr53_reaclib) = drate_dT;
 
-    }
-    rate_n_Cr48_to_Cr49_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cr48_to_Cr49_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cr48_to_Cr49_reaclib) = drate_dT;
+    {
+        // Ni59_to_He4_Fe55_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni59_to_He4_Fe55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ni59_to_He4_Fe55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni59_to_He4_Fe55_reaclib) = drate_dT;
+        }
     }
-    rate_He4_Cr48_to_Fe52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cr48_to_Fe52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cr48_to_Fe52_reaclib) = drate_dT;
 
-    }
-    rate_n_Cr49_to_Cr50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cr49_to_Cr50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cr49_to_Cr50_reaclib) = drate_dT;
+    {
+        // Ni60_to_n_Ni59_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni60_to_n_Ni59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ni60_to_n_Ni59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni60_to_n_Ni59_reaclib) = drate_dT;
+        }
     }
-    rate_p_Cr49_to_Mn50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cr49_to_Mn50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cr49_to_Mn50_reaclib) = drate_dT;
 
-    }
-    rate_He4_Cr49_to_Fe53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cr49_to_Fe53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cr49_to_Fe53_reaclib) = drate_dT;
+    {
+        // Ni60_to_p_Co59_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni60_to_p_Co59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ni60_to_p_Co59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni60_to_p_Co59_reaclib) = drate_dT;
+        }
     }
-    rate_n_Cr50_to_Cr51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cr50_to_Cr51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cr50_to_Cr51_reaclib) = drate_dT;
 
-    }
-    rate_p_Cr50_to_Mn51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cr50_to_Mn51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cr50_to_Mn51_reaclib) = drate_dT;
+    {
+        // Ni60_to_He4_Fe56_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni60_to_He4_Fe56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ni60_to_He4_Fe56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni60_to_He4_Fe56_reaclib) = drate_dT;
+        }
     }
-    rate_He4_Cr50_to_Fe54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cr50_to_Fe54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cr50_to_Fe54_reaclib) = drate_dT;
 
-    }
-    rate_n_Cr51_to_Cr52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cr51_to_Cr52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cr51_to_Cr52_reaclib) = drate_dT;
+    {
+        // Ni61_to_n_Ni60_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni61_to_n_Ni60_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ni61_to_n_Ni60_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni61_to_n_Ni60_reaclib) = drate_dT;
+        }
     }
-    rate_p_Cr51_to_Mn52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cr51_to_Mn52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cr51_to_Mn52_reaclib) = drate_dT;
 
-    }
-    rate_He4_Cr51_to_Fe55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cr51_to_Fe55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cr51_to_Fe55_reaclib) = drate_dT;
+    {
+        // Ni61_to_He4_Fe57_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni61_to_He4_Fe57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ni61_to_He4_Fe57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni61_to_He4_Fe57_reaclib) = drate_dT;
+        }
     }
-    rate_n_Cr52_to_Cr53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cr52_to_Cr53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cr52_to_Cr53_reaclib) = drate_dT;
 
-    }
-    rate_p_Cr52_to_Mn53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cr52_to_Mn53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cr52_to_Mn53_reaclib) = drate_dT;
+    {
+        // Ni62_to_n_Ni61_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni62_to_n_Ni61_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ni62_to_n_Ni61_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni62_to_n_Ni61_reaclib) = drate_dT;
+        }
     }
-    rate_He4_Cr52_to_Fe56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cr52_to_Fe56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cr52_to_Fe56_reaclib) = drate_dT;
 
-    }
-    rate_n_Cr53_to_Cr54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cr53_to_Cr54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cr53_to_Cr54_reaclib) = drate_dT;
+    {
+        // Ni62_to_He4_Fe58_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni62_to_He4_Fe58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ni62_to_He4_Fe58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni62_to_He4_Fe58_reaclib) = drate_dT;
+        }
     }
-    rate_p_Cr53_to_Mn54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cr53_to_Mn54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cr53_to_Mn54_reaclib) = drate_dT;
 
-    }
-    rate_He4_Cr53_to_Fe57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cr53_to_Fe57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cr53_to_Fe57_reaclib) = drate_dT;
+    {
+        // Ni63_to_n_Ni62_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni63_to_n_Ni62_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ni63_to_n_Ni62_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni63_to_n_Ni62_reaclib) = drate_dT;
+        }
     }
-    rate_p_Cr54_to_Mn55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cr54_to_Mn55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cr54_to_Mn55_reaclib) = drate_dT;
 
-    }
-    rate_He4_Cr54_to_Fe58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cr54_to_Fe58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cr54_to_Fe58_reaclib) = drate_dT;
+    {
+        // Ni64_to_n_Ni63_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ni64_to_n_Ni63_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ni64_to_n_Ni63_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ni64_to_n_Ni63_reaclib) = drate_dT;
+        }
     }
-    rate_n_Mn50_to_Mn51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Mn50_to_Mn51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Mn50_to_Mn51_reaclib) = drate_dT;
 
-    }
-    rate_He4_Mn50_to_Co54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Mn50_to_Co54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mn50_to_Co54_reaclib) = drate_dT;
+    {
+        // Cu57_to_p_Ni56_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cu57_to_p_Ni56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cu57_to_p_Ni56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cu57_to_p_Ni56_reaclib) = drate_dT;
+        }
     }
-    rate_n_Mn51_to_Mn52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Mn51_to_Mn52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Mn51_to_Mn52_reaclib) = drate_dT;
 
-    }
-    rate_p_Mn51_to_Fe52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Mn51_to_Fe52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_reaclib) = drate_dT;
+    {
+        // Cu57_to_He4_Co53_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cu57_to_He4_Co53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cu57_to_He4_Co53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cu57_to_He4_Co53_reaclib) = drate_dT;
+        }
     }
-    rate_He4_Mn51_to_Co55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Mn51_to_Co55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mn51_to_Co55_reaclib) = drate_dT;
 
-    }
-    rate_n_Mn52_to_Mn53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Mn52_to_Mn53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Mn52_to_Mn53_reaclib) = drate_dT;
+    {
+        // Cu58_to_n_Cu57_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cu58_to_n_Cu57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cu58_to_n_Cu57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cu58_to_n_Cu57_reaclib) = drate_dT;
+        }
     }
-    rate_p_Mn52_to_Fe53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Mn52_to_Fe53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Mn52_to_Fe53_reaclib) = drate_dT;
 
-    }
-    rate_He4_Mn52_to_Co56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Mn52_to_Co56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mn52_to_Co56_reaclib) = drate_dT;
+    {
+        // Cu58_to_p_Ni57_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cu58_to_p_Ni57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cu58_to_p_Ni57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cu58_to_p_Ni57_reaclib) = drate_dT;
+        }
     }
-    rate_n_Mn53_to_Mn54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Mn53_to_Mn54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Mn53_to_Mn54_reaclib) = drate_dT;
 
-    }
-    rate_p_Mn53_to_Fe54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Mn53_to_Fe54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Mn53_to_Fe54_reaclib) = drate_dT;
+    {
+        // Cu58_to_He4_Co54_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cu58_to_He4_Co54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cu58_to_He4_Co54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cu58_to_He4_Co54_reaclib) = drate_dT;
+        }
     }
-    rate_He4_Mn53_to_Co57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Mn53_to_Co57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mn53_to_Co57_reaclib) = drate_dT;
 
-    }
-    rate_n_Mn54_to_Mn55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Mn54_to_Mn55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Mn54_to_Mn55_reaclib) = drate_dT;
+    {
+        // Cu59_to_n_Cu58_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cu59_to_n_Cu58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cu59_to_n_Cu58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cu59_to_n_Cu58_reaclib) = drate_dT;
+        }
     }
-    rate_p_Mn54_to_Fe55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Mn54_to_Fe55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Mn54_to_Fe55_reaclib) = drate_dT;
 
-    }
-    rate_He4_Mn54_to_Co58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Mn54_to_Co58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mn54_to_Co58_reaclib) = drate_dT;
+    {
+        // Cu59_to_p_Ni58_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cu59_to_p_Ni58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cu59_to_p_Ni58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cu59_to_p_Ni58_reaclib) = drate_dT;
+        }
     }
-    rate_p_Mn55_to_Fe56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Mn55_to_Fe56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Mn55_to_Fe56_reaclib) = drate_dT;
 
-    }
-    rate_He4_Mn55_to_Co59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Mn55_to_Co59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mn55_to_Co59_reaclib) = drate_dT;
+    {
+        // Cu59_to_He4_Co55_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cu59_to_He4_Co55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cu59_to_He4_Co55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cu59_to_He4_Co55_reaclib) = drate_dT;
+        }
     }
-    rate_n_Fe52_to_Fe53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Fe52_to_Fe53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Fe52_to_Fe53_reaclib) = drate_dT;
 
-    }
-    rate_p_Fe52_to_Co53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Fe52_to_Co53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Fe52_to_Co53_reaclib) = drate_dT;
+    {
+        // Cu60_to_n_Cu59_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cu60_to_n_Cu59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cu60_to_n_Cu59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cu60_to_n_Cu59_reaclib) = drate_dT;
+        }
     }
-    rate_He4_Fe52_to_Ni56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Fe52_to_Ni56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_reaclib) = drate_dT;
 
-    }
-    rate_n_Fe53_to_Fe54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Fe53_to_Fe54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Fe53_to_Fe54_reaclib) = drate_dT;
+    {
+        // Cu60_to_p_Ni59_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cu60_to_p_Ni59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cu60_to_p_Ni59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cu60_to_p_Ni59_reaclib) = drate_dT;
+        }
     }
-    rate_p_Fe53_to_Co54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Fe53_to_Co54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Fe53_to_Co54_reaclib) = drate_dT;
 
-    }
-    rate_He4_Fe53_to_Ni57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Fe53_to_Ni57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe53_to_Ni57_reaclib) = drate_dT;
+    {
+        // Cu60_to_He4_Co56_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cu60_to_He4_Co56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cu60_to_He4_Co56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cu60_to_He4_Co56_reaclib) = drate_dT;
+        }
     }
-    rate_n_Fe54_to_Fe55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Fe54_to_Fe55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Fe54_to_Fe55_reaclib) = drate_dT;
 
-    }
-    rate_p_Fe54_to_Co55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Fe54_to_Co55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Fe54_to_Co55_reaclib) = drate_dT;
+    {
+        // Cu61_to_n_Cu60_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cu61_to_n_Cu60_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cu61_to_n_Cu60_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cu61_to_n_Cu60_reaclib) = drate_dT;
+        }
     }
-    rate_He4_Fe54_to_Ni58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Fe54_to_Ni58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe54_to_Ni58_reaclib) = drate_dT;
 
-    }
-    rate_n_Fe55_to_Fe56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Fe55_to_Fe56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Fe55_to_Fe56_reaclib) = drate_dT;
+    {
+        // Cu61_to_p_Ni60_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cu61_to_p_Ni60_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cu61_to_p_Ni60_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cu61_to_p_Ni60_reaclib) = drate_dT;
+        }
     }
-    rate_p_Fe55_to_Co56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Fe55_to_Co56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Fe55_to_Co56_reaclib) = drate_dT;
 
-    }
-    rate_He4_Fe55_to_Ni59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Fe55_to_Ni59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe55_to_Ni59_reaclib) = drate_dT;
+    {
+        // Cu61_to_He4_Co57_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cu61_to_He4_Co57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cu61_to_He4_Co57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cu61_to_He4_Co57_reaclib) = drate_dT;
+        }
     }
-    rate_n_Fe56_to_Fe57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Fe56_to_Fe57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Fe56_to_Fe57_reaclib) = drate_dT;
 
-    }
-    rate_p_Fe56_to_Co57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Fe56_to_Co57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Fe56_to_Co57_reaclib) = drate_dT;
+    {
+        // Cu62_to_n_Cu61_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cu62_to_n_Cu61_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cu62_to_n_Cu61_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cu62_to_n_Cu61_reaclib) = drate_dT;
+        }
     }
-    rate_He4_Fe56_to_Ni60_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Fe56_to_Ni60_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe56_to_Ni60_reaclib) = drate_dT;
 
-    }
-    rate_n_Fe57_to_Fe58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Fe57_to_Fe58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Fe57_to_Fe58_reaclib) = drate_dT;
+    {
+        // Cu62_to_p_Ni61_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cu62_to_p_Ni61_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cu62_to_p_Ni61_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cu62_to_p_Ni61_reaclib) = drate_dT;
+        }
     }
-    rate_p_Fe57_to_Co58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Fe57_to_Co58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Fe57_to_Co58_reaclib) = drate_dT;
 
-    }
-    rate_He4_Fe57_to_Ni61_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Fe57_to_Ni61_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe57_to_Ni61_reaclib) = drate_dT;
+    {
+        // Cu62_to_He4_Co58_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cu62_to_He4_Co58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cu62_to_He4_Co58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cu62_to_He4_Co58_reaclib) = drate_dT;
+        }
     }
-    rate_p_Fe58_to_Co59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Fe58_to_Co59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Fe58_to_Co59_reaclib) = drate_dT;
 
-    }
-    rate_He4_Fe58_to_Ni62_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Fe58_to_Ni62_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe58_to_Ni62_reaclib) = drate_dT;
+    {
+        // Cu63_to_n_Cu62_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cu63_to_n_Cu62_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cu63_to_n_Cu62_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cu63_to_n_Cu62_reaclib) = drate_dT;
+        }
     }
-    rate_n_Co53_to_Co54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Co53_to_Co54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Co53_to_Co54_reaclib) = drate_dT;
 
-    }
-    rate_He4_Co53_to_Cu57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Co53_to_Cu57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Co53_to_Cu57_reaclib) = drate_dT;
+    {
+        // Cu63_to_p_Ni62_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cu63_to_p_Ni62_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cu63_to_p_Ni62_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cu63_to_p_Ni62_reaclib) = drate_dT;
+        }
     }
-    rate_n_Co54_to_Co55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Co54_to_Co55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Co54_to_Co55_reaclib) = drate_dT;
 
-    }
-    rate_He4_Co54_to_Cu58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Co54_to_Cu58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Co54_to_Cu58_reaclib) = drate_dT;
+    {
+        // Cu63_to_He4_Co59_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cu63_to_He4_Co59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cu63_to_He4_Co59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cu63_to_He4_Co59_reaclib) = drate_dT;
+        }
     }
-    rate_n_Co55_to_Co56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Co55_to_Co56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Co55_to_Co56_reaclib) = drate_dT;
 
-    }
-    rate_p_Co55_to_Ni56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Co55_to_Ni56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_reaclib) = drate_dT;
+    {
+        // Cu64_to_n_Cu63_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cu64_to_n_Cu63_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cu64_to_n_Cu63_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cu64_to_n_Cu63_reaclib) = drate_dT;
+        }
     }
-    rate_He4_Co55_to_Cu59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Co55_to_Cu59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Co55_to_Cu59_reaclib) = drate_dT;
 
-    }
-    rate_n_Co56_to_Co57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Co56_to_Co57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Co56_to_Co57_reaclib) = drate_dT;
+    {
+        // Cu64_to_p_Ni63_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cu64_to_p_Ni63_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cu64_to_p_Ni63_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cu64_to_p_Ni63_reaclib) = drate_dT;
+        }
     }
-    rate_p_Co56_to_Ni57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Co56_to_Ni57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Co56_to_Ni57_reaclib) = drate_dT;
 
-    }
-    rate_He4_Co56_to_Cu60_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Co56_to_Cu60_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Co56_to_Cu60_reaclib) = drate_dT;
+    {
+        // Cu65_to_n_Cu64_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cu65_to_n_Cu64_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cu65_to_n_Cu64_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cu65_to_n_Cu64_reaclib) = drate_dT;
+        }
     }
-    rate_n_Co57_to_Co58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Co57_to_Co58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Co57_to_Co58_reaclib) = drate_dT;
 
-    }
-    rate_p_Co57_to_Ni58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Co57_to_Ni58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Co57_to_Ni58_reaclib) = drate_dT;
+    {
+        // Cu65_to_p_Ni64_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Cu65_to_p_Ni64_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Cu65_to_p_Ni64_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Cu65_to_p_Ni64_reaclib) = drate_dT;
+        }
     }
-    rate_He4_Co57_to_Cu61_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Co57_to_Cu61_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Co57_to_Cu61_reaclib) = drate_dT;
 
-    }
-    rate_n_Co58_to_Co59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Co58_to_Co59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Co58_to_Co59_reaclib) = drate_dT;
+    {
+        // Zn59_to_p_Cu58_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Zn59_to_p_Cu58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Zn59_to_p_Cu58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Zn59_to_p_Cu58_reaclib) = drate_dT;
+        }
     }
-    rate_p_Co58_to_Ni59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Co58_to_Ni59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Co58_to_Ni59_reaclib) = drate_dT;
 
-    }
-    rate_He4_Co58_to_Cu62_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Co58_to_Cu62_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Co58_to_Cu62_reaclib) = drate_dT;
+    {
+        // Zn59_to_p_Ni58_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Zn59_to_p_Ni58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Zn59_to_p_Ni58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Zn59_to_p_Ni58_reaclib) = drate_dT;
+        }
     }
-    rate_p_Co59_to_Ni60_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Co59_to_Ni60_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Co59_to_Ni60_reaclib) = drate_dT;
 
-    }
-    rate_He4_Co59_to_Cu63_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Co59_to_Cu63_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Co59_to_Cu63_reaclib) = drate_dT;
+    {
+        // Zn60_to_n_Zn59_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Zn60_to_n_Zn59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Zn60_to_n_Zn59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Zn60_to_n_Zn59_reaclib) = drate_dT;
+        }
     }
-    rate_n_Ni56_to_Ni57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ni56_to_Ni57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ni56_to_Ni57_reaclib) = drate_dT;
 
-    }
-    rate_p_Ni56_to_Cu57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ni56_to_Cu57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ni56_to_Cu57_reaclib) = drate_dT;
+    {
+        // Zn60_to_p_Cu59_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Zn60_to_p_Cu59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Zn60_to_p_Cu59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Zn60_to_p_Cu59_reaclib) = drate_dT;
+        }
     }
-    rate_He4_Ni56_to_Zn60_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ni56_to_Zn60_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ni56_to_Zn60_reaclib) = drate_dT;
 
-    }
-    rate_n_Ni57_to_Ni58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ni57_to_Ni58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ni57_to_Ni58_reaclib) = drate_dT;
+    {
+        // Zn60_to_He4_Ni56_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Zn60_to_He4_Ni56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Zn60_to_He4_Ni56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Zn60_to_He4_Ni56_reaclib) = drate_dT;
+        }
     }
-    rate_p_Ni57_to_Cu58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ni57_to_Cu58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ni57_to_Cu58_reaclib) = drate_dT;
 
-    }
-    rate_He4_Ni57_to_Zn61_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ni57_to_Zn61_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ni57_to_Zn61_reaclib) = drate_dT;
+    {
+        // Zn61_to_n_Zn60_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Zn61_to_n_Zn60_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Zn61_to_n_Zn60_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Zn61_to_n_Zn60_reaclib) = drate_dT;
+        }
     }
-    rate_n_Ni58_to_Ni59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ni58_to_Ni59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ni58_to_Ni59_reaclib) = drate_dT;
 
-    }
-    rate_p_Ni58_to_Cu59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ni58_to_Cu59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ni58_to_Cu59_reaclib) = drate_dT;
+    {
+        // Zn61_to_p_Cu60_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Zn61_to_p_Cu60_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Zn61_to_p_Cu60_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Zn61_to_p_Cu60_reaclib) = drate_dT;
+        }
     }
-    rate_He4_Ni58_to_Zn62_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ni58_to_Zn62_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ni58_to_Zn62_reaclib) = drate_dT;
 
-    }
-    rate_n_Ni59_to_Ni60_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ni59_to_Ni60_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ni59_to_Ni60_reaclib) = drate_dT;
+    {
+        // Zn61_to_He4_Ni57_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Zn61_to_He4_Ni57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Zn61_to_He4_Ni57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Zn61_to_He4_Ni57_reaclib) = drate_dT;
+        }
     }
-    rate_p_Ni59_to_Cu60_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ni59_to_Cu60_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ni59_to_Cu60_reaclib) = drate_dT;
 
-    }
-    rate_He4_Ni59_to_Zn63_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ni59_to_Zn63_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ni59_to_Zn63_reaclib) = drate_dT;
+    {
+        // Zn62_to_n_Zn61_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Zn62_to_n_Zn61_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Zn62_to_n_Zn61_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Zn62_to_n_Zn61_reaclib) = drate_dT;
+        }
     }
-    rate_n_Ni60_to_Ni61_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ni60_to_Ni61_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ni60_to_Ni61_reaclib) = drate_dT;
 
-    }
-    rate_p_Ni60_to_Cu61_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ni60_to_Cu61_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ni60_to_Cu61_reaclib) = drate_dT;
+    {
+        // Zn62_to_p_Cu61_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Zn62_to_p_Cu61_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Zn62_to_p_Cu61_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Zn62_to_p_Cu61_reaclib) = drate_dT;
+        }
     }
-    rate_He4_Ni60_to_Zn64_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ni60_to_Zn64_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ni60_to_Zn64_reaclib) = drate_dT;
 
-    }
-    rate_n_Ni61_to_Ni62_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ni61_to_Ni62_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ni61_to_Ni62_reaclib) = drate_dT;
+    {
+        // Zn62_to_He4_Ni58_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Zn62_to_He4_Ni58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Zn62_to_He4_Ni58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Zn62_to_He4_Ni58_reaclib) = drate_dT;
+        }
     }
-    rate_p_Ni61_to_Cu62_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ni61_to_Cu62_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ni61_to_Cu62_reaclib) = drate_dT;
 
-    }
-    rate_He4_Ni61_to_Zn65_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ni61_to_Zn65_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ni61_to_Zn65_reaclib) = drate_dT;
+    {
+        // Zn63_to_n_Zn62_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Zn63_to_n_Zn62_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Zn63_to_n_Zn62_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Zn63_to_n_Zn62_reaclib) = drate_dT;
+        }
     }
-    rate_n_Ni62_to_Ni63_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ni62_to_Ni63_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ni62_to_Ni63_reaclib) = drate_dT;
 
-    }
-    rate_p_Ni62_to_Cu63_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ni62_to_Cu63_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ni62_to_Cu63_reaclib) = drate_dT;
+    {
+        // Zn63_to_p_Cu62_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Zn63_to_p_Cu62_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Zn63_to_p_Cu62_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Zn63_to_p_Cu62_reaclib) = drate_dT;
+        }
     }
-    rate_He4_Ni62_to_Zn66_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ni62_to_Zn66_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ni62_to_Zn66_reaclib) = drate_dT;
 
-    }
-    rate_n_Ni63_to_Ni64_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ni63_to_Ni64_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ni63_to_Ni64_reaclib) = drate_dT;
+    {
+        // Zn63_to_He4_Ni59_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Zn63_to_He4_Ni59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Zn63_to_He4_Ni59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Zn63_to_He4_Ni59_reaclib) = drate_dT;
+        }
     }
-    rate_p_Ni63_to_Cu64_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ni63_to_Cu64_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ni63_to_Cu64_reaclib) = drate_dT;
 
-    }
-    rate_p_Ni64_to_Cu65_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ni64_to_Cu65_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ni64_to_Cu65_reaclib) = drate_dT;
+    {
+        // Zn64_to_n_Zn63_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Zn64_to_n_Zn63_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Zn64_to_n_Zn63_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Zn64_to_n_Zn63_reaclib) = drate_dT;
+        }
     }
-    rate_n_Cu57_to_Cu58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cu57_to_Cu58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cu57_to_Cu58_reaclib) = drate_dT;
 
-    }
-    rate_n_Cu58_to_Cu59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cu58_to_Cu59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cu58_to_Cu59_reaclib) = drate_dT;
+    {
+        // Zn64_to_p_Cu63_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Zn64_to_p_Cu63_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Zn64_to_p_Cu63_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Zn64_to_p_Cu63_reaclib) = drate_dT;
+        }
     }
-    rate_p_Cu58_to_Zn59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cu58_to_Zn59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cu58_to_Zn59_reaclib) = drate_dT;
 
-    }
-    rate_He4_Cu58_to_Ga62_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cu58_to_Ga62_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cu58_to_Ga62_reaclib) = drate_dT;
+    {
+        // Zn64_to_He4_Ni60_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Zn64_to_He4_Ni60_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Zn64_to_He4_Ni60_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Zn64_to_He4_Ni60_reaclib) = drate_dT;
+        }
     }
-    rate_n_Cu59_to_Cu60_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cu59_to_Cu60_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cu59_to_Cu60_reaclib) = drate_dT;
 
-    }
-    rate_p_Cu59_to_Zn60_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cu59_to_Zn60_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cu59_to_Zn60_reaclib) = drate_dT;
+    {
+        // Zn65_to_n_Zn64_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Zn65_to_n_Zn64_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Zn65_to_n_Zn64_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Zn65_to_n_Zn64_reaclib) = drate_dT;
+        }
     }
-    rate_He4_Cu59_to_Ga63_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cu59_to_Ga63_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cu59_to_Ga63_reaclib) = drate_dT;
 
-    }
-    rate_n_Cu60_to_Cu61_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cu60_to_Cu61_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cu60_to_Cu61_reaclib) = drate_dT;
+    {
+        // Zn65_to_p_Cu64_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Zn65_to_p_Cu64_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Zn65_to_p_Cu64_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Zn65_to_p_Cu64_reaclib) = drate_dT;
+        }
     }
-    rate_p_Cu60_to_Zn61_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cu60_to_Zn61_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cu60_to_Zn61_reaclib) = drate_dT;
 
-    }
-    rate_He4_Cu60_to_Ga64_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cu60_to_Ga64_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cu60_to_Ga64_reaclib) = drate_dT;
-
-    }
-    rate_n_Cu61_to_Cu62_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cu61_to_Cu62_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cu61_to_Cu62_reaclib) = drate_dT;
-
-    }
-    rate_p_Cu61_to_Zn62_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cu61_to_Zn62_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cu61_to_Zn62_reaclib) = drate_dT;
-
-    }
-    rate_n_Cu62_to_Cu63_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cu62_to_Cu63_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cu62_to_Cu63_reaclib) = drate_dT;
-
-    }
-    rate_p_Cu62_to_Zn63_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cu62_to_Zn63_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cu62_to_Zn63_reaclib) = drate_dT;
-
-    }
-    rate_n_Cu63_to_Cu64_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cu63_to_Cu64_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cu63_to_Cu64_reaclib) = drate_dT;
-
-    }
-    rate_p_Cu63_to_Zn64_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cu63_to_Zn64_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cu63_to_Zn64_reaclib) = drate_dT;
-
-    }
-    rate_n_Cu64_to_Cu65_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cu64_to_Cu65_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cu64_to_Cu65_reaclib) = drate_dT;
-
-    }
-    rate_p_Cu64_to_Zn65_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cu64_to_Zn65_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cu64_to_Zn65_reaclib) = drate_dT;
-
-    }
-    rate_p_Cu65_to_Zn66_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cu65_to_Zn66_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cu65_to_Zn66_reaclib) = drate_dT;
-
-    }
-    rate_n_Zn59_to_Zn60_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Zn59_to_Zn60_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Zn59_to_Zn60_reaclib) = drate_dT;
-
-    }
-    rate_He4_Zn59_to_Ge63_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Zn59_to_Ge63_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Zn59_to_Ge63_reaclib) = drate_dT;
-
-    }
-    rate_n_Zn60_to_Zn61_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Zn60_to_Zn61_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Zn60_to_Zn61_reaclib) = drate_dT;
-
-    }
-    rate_He4_Zn60_to_Ge64_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Zn60_to_Ge64_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Zn60_to_Ge64_reaclib) = drate_dT;
-
-    }
-    rate_n_Zn61_to_Zn62_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Zn61_to_Zn62_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Zn61_to_Zn62_reaclib) = drate_dT;
-
-    }
-    rate_p_Zn61_to_Ga62_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Zn61_to_Ga62_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Zn61_to_Ga62_reaclib) = drate_dT;
-
-    }
-    rate_n_Zn62_to_Zn63_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Zn62_to_Zn63_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Zn62_to_Zn63_reaclib) = drate_dT;
-
-    }
-    rate_p_Zn62_to_Ga63_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Zn62_to_Ga63_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Zn62_to_Ga63_reaclib) = drate_dT;
-
-    }
-    rate_n_Zn63_to_Zn64_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Zn63_to_Zn64_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Zn63_to_Zn64_reaclib) = drate_dT;
-
-    }
-    rate_p_Zn63_to_Ga64_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Zn63_to_Ga64_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Zn63_to_Ga64_reaclib) = drate_dT;
-
-    }
-    rate_n_Zn64_to_Zn65_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Zn64_to_Zn65_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Zn64_to_Zn65_reaclib) = drate_dT;
-
-    }
-    rate_n_Zn65_to_Zn66_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Zn65_to_Zn66_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Zn65_to_Zn66_reaclib) = drate_dT;
-
-    }
-    rate_n_Ga62_to_Ga63_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ga62_to_Ga63_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ga62_to_Ga63_reaclib) = drate_dT;
-
-    }
-    rate_p_Ga62_to_Ge63_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ga62_to_Ge63_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ga62_to_Ge63_reaclib) = drate_dT;
-
-    }
-    rate_n_Ga63_to_Ga64_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ga63_to_Ga64_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ga63_to_Ga64_reaclib) = drate_dT;
-
-    }
-    rate_p_Ga63_to_Ge64_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ga63_to_Ge64_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ga63_to_Ge64_reaclib) = drate_dT;
-
-    }
-    rate_n_Ge63_to_Ge64_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ge63_to_Ge64_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ge63_to_Ge64_reaclib) = drate_dT;
-
-    }
-    rate_d_d_to_n_He3_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_d_d_to_n_He3_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_d_d_to_n_He3_reaclib) = drate_dT;
-
-    }
-    rate_n_He3_to_d_d_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_He3_to_d_d_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_He3_to_d_d_reaclib) = drate_dT;
-
-    }
-    rate_d_He3_to_p_He4_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_d_He3_to_p_He4_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_d_He3_to_p_He4_reaclib) = drate_dT;
-
-    }
-    rate_He4_He3_to_p_Li6_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_He3_to_p_Li6_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_He3_to_p_Li6_reaclib) = drate_dT;
-
-    }
-    rate_p_He4_to_d_He3_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_He4_to_d_He3_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_He4_to_d_He3_reaclib) = drate_dT;
-
-    }
-    rate_He4_He4_to_n_Be7_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_He4_to_n_Be7_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_He4_to_n_Be7_reaclib) = drate_dT;
-
-    }
-    rate_He4_He4_to_p_Li7_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_He4_to_p_Li7_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_He4_to_p_Li7_reaclib) = drate_dT;
-
-    }
-    rate_p_Li6_to_He4_He3_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Li6_to_He4_He3_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Li6_to_He4_He3_reaclib) = drate_dT;
-
-    }
-    rate_d_Li6_to_n_Be7_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_d_Li6_to_n_Be7_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_d_Li6_to_n_Be7_reaclib) = drate_dT;
-
-    }
-    rate_d_Li6_to_p_Li7_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_d_Li6_to_p_Li7_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_d_Li6_to_p_Li7_reaclib) = drate_dT;
-
-    }
-    rate_He4_Li6_to_p_Be9_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Li6_to_p_Be9_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Li6_to_p_Be9_reaclib) = drate_dT;
-
-    }
-    rate_p_Li7_to_n_Be7_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Li7_to_n_Be7_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Li7_to_n_Be7_reaclib) = drate_dT;
-
-    }
-    rate_p_Li7_to_d_Li6_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Li7_to_d_Li6_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Li7_to_d_Li6_reaclib) = drate_dT;
-
-    }
-    rate_p_Li7_to_He4_He4_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Li7_to_He4_He4_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Li7_to_He4_He4_reaclib) = drate_dT;
-
-    }
-    rate_He4_Li7_to_n_B10_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Li7_to_n_B10_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Li7_to_n_B10_reaclib) = drate_dT;
-
-    }
-    rate_n_Be7_to_p_Li7_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Be7_to_p_Li7_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Be7_to_p_Li7_reaclib) = drate_dT;
-
-    }
-    rate_n_Be7_to_d_Li6_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Be7_to_d_Li6_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Be7_to_d_Li6_reaclib) = drate_dT;
-
-    }
-    rate_n_Be7_to_He4_He4_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Be7_to_He4_He4_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Be7_to_He4_He4_reaclib) = drate_dT;
-
-    }
-    rate_He4_Be7_to_p_B10_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Be7_to_p_B10_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Be7_to_p_B10_reaclib) = drate_dT;
-
-    }
-    rate_p_Be9_to_He4_Li6_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Be9_to_He4_Li6_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Be9_to_He4_Li6_reaclib) = drate_dT;
-
-    }
-    rate_He4_Be9_to_n_C12_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Be9_to_n_C12_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Be9_to_n_C12_reaclib) = drate_dT;
-
-    }
-    rate_n_B10_to_He4_Li7_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_B10_to_He4_Li7_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_B10_to_He4_Li7_reaclib) = drate_dT;
-
-    }
-    rate_p_B10_to_He4_Be7_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_B10_to_He4_Be7_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_B10_to_He4_Be7_reaclib) = drate_dT;
-
-    }
-    rate_He4_B10_to_n_N13_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_B10_to_n_N13_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_B10_to_n_N13_reaclib) = drate_dT;
-
-    }
-    rate_He4_B10_to_p_C13_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_B10_to_p_C13_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_B10_to_p_C13_reaclib) = drate_dT;
-
-    }
-    rate_He4_B11_to_n_N14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_B11_to_n_N14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_B11_to_n_N14_reaclib) = drate_dT;
-
-    }
-    rate_He4_B11_to_p_C14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_B11_to_p_C14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_B11_to_p_C14_reaclib) = drate_dT;
-
-    }
-    rate_n_C12_to_He4_Be9_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_C12_to_He4_Be9_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_C12_to_He4_Be9_reaclib) = drate_dT;
-
-    }
-    rate_He4_C12_to_n_O15_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_C12_to_n_O15_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_C12_to_n_O15_reaclib) = drate_dT;
-
-    }
-    rate_He4_C12_to_p_N15_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_C12_to_p_N15_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_C12_to_p_N15_reaclib) = drate_dT;
-
-    }
-    rate_C12_C12_to_n_Mg23_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_C12_to_n_Mg23_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_n_Mg23_reaclib) = drate_dT;
-
-    }
-    rate_C12_C12_to_p_Na23_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib) = drate_dT;
-
-    }
-    rate_C12_C12_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib) = drate_dT;
-
-    }
-    rate_p_C13_to_n_N13_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_C13_to_n_N13_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_C13_to_n_N13_reaclib) = drate_dT;
-
-    }
-    rate_p_C13_to_He4_B10_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_C13_to_He4_B10_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_C13_to_He4_B10_reaclib) = drate_dT;
-
-    }
-    rate_d_C13_to_n_N14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_d_C13_to_n_N14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_d_C13_to_n_N14_reaclib) = drate_dT;
-
-    }
-    rate_He4_C13_to_n_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_C13_to_n_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_C13_to_n_O16_reaclib) = drate_dT;
-
-    }
-    rate_p_C14_to_n_N14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_C14_to_n_N14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_C14_to_n_N14_reaclib) = drate_dT;
-
-    }
-    rate_p_C14_to_He4_B11_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_C14_to_He4_B11_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_C14_to_He4_B11_reaclib) = drate_dT;
-
-    }
-    rate_d_C14_to_n_N15_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_d_C14_to_n_N15_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_d_C14_to_n_N15_reaclib) = drate_dT;
-
-    }
-    rate_He4_C14_to_n_O17_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_C14_to_n_O17_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_C14_to_n_O17_reaclib) = drate_dT;
-
-    }
-    rate_n_N13_to_p_C13_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_N13_to_p_C13_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_N13_to_p_C13_reaclib) = drate_dT;
-
-    }
-    rate_n_N13_to_He4_B10_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_N13_to_He4_B10_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_N13_to_He4_B10_reaclib) = drate_dT;
-
-    }
-    rate_He4_N13_to_p_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib) = drate_dT;
-
-    }
-    rate_n_N14_to_p_C14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_N14_to_p_C14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_N14_to_p_C14_reaclib) = drate_dT;
-
-    }
-    rate_n_N14_to_d_C13_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_N14_to_d_C13_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_N14_to_d_C13_reaclib) = drate_dT;
-
-    }
-    rate_n_N14_to_He4_B11_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_N14_to_He4_B11_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_N14_to_He4_B11_reaclib) = drate_dT;
-
-    }
-    rate_p_N14_to_n_O14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_N14_to_n_O14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_N14_to_n_O14_reaclib) = drate_dT;
-
-    }
-    rate_He4_N14_to_n_F17_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_N14_to_n_F17_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_N14_to_n_F17_reaclib) = drate_dT;
-
-    }
-    rate_He4_N14_to_p_O17_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_N14_to_p_O17_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_N14_to_p_O17_reaclib) = drate_dT;
-
-    }
-    rate_n_N15_to_d_C14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_N15_to_d_C14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_N15_to_d_C14_reaclib) = drate_dT;
-
-    }
-    rate_p_N15_to_n_O15_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_N15_to_n_O15_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_N15_to_n_O15_reaclib) = drate_dT;
-
-    }
-    rate_p_N15_to_He4_C12_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_N15_to_He4_C12_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_N15_to_He4_C12_reaclib) = drate_dT;
-
-    }
-    rate_He4_N15_to_n_F18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_N15_to_n_F18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_N15_to_n_F18_reaclib) = drate_dT;
-
-    }
-    rate_He4_N15_to_p_O18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_N15_to_p_O18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_N15_to_p_O18_reaclib) = drate_dT;
-
-    }
-    rate_n_O14_to_p_N14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_O14_to_p_N14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_O14_to_p_N14_reaclib) = drate_dT;
-
-    }
-    rate_He4_O14_to_p_F17_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_O14_to_p_F17_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O14_to_p_F17_reaclib) = drate_dT;
-
-    }
-    rate_n_O15_to_p_N15_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_O15_to_p_N15_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_O15_to_p_N15_reaclib) = drate_dT;
-
-    }
-    rate_n_O15_to_He4_C12_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_O15_to_He4_C12_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_O15_to_He4_C12_reaclib) = drate_dT;
-
-    }
-    rate_He4_O15_to_n_Ne18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_O15_to_n_Ne18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O15_to_n_Ne18_reaclib) = drate_dT;
-
-    }
-    rate_He4_O15_to_p_F18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_O15_to_p_F18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O15_to_p_F18_reaclib) = drate_dT;
-
-    }
-    rate_n_O16_to_He4_C13_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_O16_to_He4_C13_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_O16_to_He4_C13_reaclib) = drate_dT;
-
-    }
-    rate_p_O16_to_He4_N13_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_O16_to_He4_N13_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O16_to_He4_N13_reaclib) = drate_dT;
-
-    }
-    rate_He4_O16_to_n_Ne19_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_O16_to_n_Ne19_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O16_to_n_Ne19_reaclib) = drate_dT;
-
-    }
-    rate_He4_O16_to_p_F19_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_O16_to_p_F19_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O16_to_p_F19_reaclib) = drate_dT;
-
-    }
-    rate_C12_O16_to_p_Al27_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_O16_to_p_Al27_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_p_Al27_reaclib) = drate_dT;
-
-    }
-    rate_C12_O16_to_He4_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_O16_to_He4_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_O16_to_He4_Mg24_reaclib) = drate_dT;
-
-    }
-    rate_O16_O16_to_p_P31_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O16_O16_to_p_P31_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_p_P31_reaclib) = drate_dT;
-
-    }
-    rate_O16_O16_to_He4_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_O16_O16_to_He4_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_O16_O16_to_He4_Si28_reaclib) = drate_dT;
-
-    }
-    rate_n_O17_to_He4_C14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_O17_to_He4_C14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_O17_to_He4_C14_reaclib) = drate_dT;
-
-    }
-    rate_p_O17_to_n_F17_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_O17_to_n_F17_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O17_to_n_F17_reaclib) = drate_dT;
-
-    }
-    rate_p_O17_to_He4_N14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_O17_to_He4_N14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O17_to_He4_N14_reaclib) = drate_dT;
-
-    }
-    rate_He4_O17_to_n_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_O17_to_n_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O17_to_n_Ne20_reaclib) = drate_dT;
-
-    }
-    rate_p_O18_to_n_F18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_O18_to_n_F18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O18_to_n_F18_reaclib) = drate_dT;
-
-    }
-    rate_p_O18_to_He4_N15_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_O18_to_He4_N15_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_O18_to_He4_N15_reaclib) = drate_dT;
-
-    }
-    rate_He4_O18_to_n_Ne21_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_O18_to_n_Ne21_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_O18_to_n_Ne21_reaclib) = drate_dT;
-
-    }
-    rate_n_F17_to_p_O17_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_F17_to_p_O17_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_F17_to_p_O17_reaclib) = drate_dT;
-
-    }
-    rate_n_F17_to_He4_N14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_F17_to_He4_N14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_F17_to_He4_N14_reaclib) = drate_dT;
-
-    }
-    rate_p_F17_to_He4_O14_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_F17_to_He4_O14_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_F17_to_He4_O14_reaclib) = drate_dT;
-
-    }
-    rate_He4_F17_to_p_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_F17_to_p_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_F17_to_p_Ne20_reaclib) = drate_dT;
-
-    }
-    rate_n_F18_to_p_O18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_F18_to_p_O18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_F18_to_p_O18_reaclib) = drate_dT;
-
-    }
-    rate_n_F18_to_He4_N15_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_F18_to_He4_N15_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_F18_to_He4_N15_reaclib) = drate_dT;
-
-    }
-    rate_p_F18_to_n_Ne18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_F18_to_n_Ne18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_F18_to_n_Ne18_reaclib) = drate_dT;
-
-    }
-    rate_p_F18_to_He4_O15_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_F18_to_He4_O15_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_F18_to_He4_O15_reaclib) = drate_dT;
-
-    }
-    rate_He4_F18_to_n_Na21_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_F18_to_n_Na21_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_F18_to_n_Na21_reaclib) = drate_dT;
-
-    }
-    rate_He4_F18_to_p_Ne21_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_F18_to_p_Ne21_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_F18_to_p_Ne21_reaclib) = drate_dT;
-
-    }
-    rate_p_F19_to_n_Ne19_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_F19_to_n_Ne19_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_F19_to_n_Ne19_reaclib) = drate_dT;
-
-    }
-    rate_p_F19_to_He4_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_F19_to_He4_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_F19_to_He4_O16_reaclib) = drate_dT;
-
-    }
-    rate_He4_F19_to_n_Na22_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_F19_to_n_Na22_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_F19_to_n_Na22_reaclib) = drate_dT;
-
-    }
-    rate_He4_F19_to_p_Ne22_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_F19_to_p_Ne22_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_F19_to_p_Ne22_reaclib) = drate_dT;
-
-    }
-    rate_n_Ne18_to_p_F18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ne18_to_p_F18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ne18_to_p_F18_reaclib) = drate_dT;
-
-    }
-    rate_n_Ne18_to_He4_O15_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ne18_to_He4_O15_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ne18_to_He4_O15_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ne18_to_p_Na21_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ne18_to_p_Na21_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ne18_to_p_Na21_reaclib) = drate_dT;
-
-    }
-    rate_n_Ne19_to_p_F19_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ne19_to_p_F19_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ne19_to_p_F19_reaclib) = drate_dT;
-
-    }
-    rate_n_Ne19_to_He4_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ne19_to_He4_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ne19_to_He4_O16_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ne19_to_p_Na22_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ne19_to_p_Na22_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ne19_to_p_Na22_reaclib) = drate_dT;
-
-    }
-    rate_n_Ne20_to_He4_O17_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ne20_to_He4_O17_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ne20_to_He4_O17_reaclib) = drate_dT;
-
-    }
-    rate_p_Ne20_to_He4_F17_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ne20_to_He4_F17_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ne20_to_He4_F17_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ne20_to_n_Mg23_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ne20_to_n_Mg23_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_n_Mg23_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ne20_to_p_Na23_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ne20_to_p_Na23_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_p_Na23_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ne20_to_C12_C12_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ne20_to_C12_C12_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ne20_to_C12_C12_reaclib) = drate_dT;
-
-    }
-    rate_C12_Ne20_to_p_P31_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_Ne20_to_p_P31_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_Ne20_to_p_P31_reaclib) = drate_dT;
-
-    }
-    rate_C12_Ne20_to_He4_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_C12_Ne20_to_He4_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_C12_Ne20_to_He4_Si28_reaclib) = drate_dT;
-
-    }
-    rate_n_Ne21_to_He4_O18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ne21_to_He4_O18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ne21_to_He4_O18_reaclib) = drate_dT;
-
-    }
-    rate_p_Ne21_to_n_Na21_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ne21_to_n_Na21_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ne21_to_n_Na21_reaclib) = drate_dT;
-
-    }
-    rate_p_Ne21_to_He4_F18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ne21_to_He4_F18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ne21_to_He4_F18_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ne21_to_n_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ne21_to_n_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ne21_to_n_Mg24_reaclib) = drate_dT;
-
-    }
-    rate_p_Ne22_to_n_Na22_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ne22_to_n_Na22_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ne22_to_n_Na22_reaclib) = drate_dT;
-
-    }
-    rate_p_Ne22_to_He4_F19_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ne22_to_He4_F19_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ne22_to_He4_F19_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ne22_to_n_Mg25_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ne22_to_n_Mg25_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ne22_to_n_Mg25_reaclib) = drate_dT;
-
-    }
-    rate_n_Na21_to_p_Ne21_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Na21_to_p_Ne21_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Na21_to_p_Ne21_reaclib) = drate_dT;
-
-    }
-    rate_n_Na21_to_He4_F18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Na21_to_He4_F18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Na21_to_He4_F18_reaclib) = drate_dT;
-
-    }
-    rate_p_Na21_to_He4_Ne18_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Na21_to_He4_Ne18_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Na21_to_He4_Ne18_reaclib) = drate_dT;
-
-    }
-    rate_He4_Na21_to_p_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Na21_to_p_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Na21_to_p_Mg24_reaclib) = drate_dT;
-
-    }
-    rate_n_Na22_to_p_Ne22_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Na22_to_p_Ne22_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Na22_to_p_Ne22_reaclib) = drate_dT;
-
-    }
-    rate_n_Na22_to_He4_F19_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Na22_to_He4_F19_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Na22_to_He4_F19_reaclib) = drate_dT;
-
-    }
-    rate_p_Na22_to_He4_Ne19_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Na22_to_He4_Ne19_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Na22_to_He4_Ne19_reaclib) = drate_dT;
-
-    }
-    rate_He4_Na22_to_n_Al25_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Na22_to_n_Al25_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Na22_to_n_Al25_reaclib) = drate_dT;
-
-    }
-    rate_He4_Na22_to_p_Mg25_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Na22_to_p_Mg25_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Na22_to_p_Mg25_reaclib) = drate_dT;
-
-    }
-    rate_p_Na23_to_n_Mg23_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Na23_to_n_Mg23_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_n_Mg23_reaclib) = drate_dT;
-
-    }
-    rate_p_Na23_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Na23_to_He4_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_He4_Ne20_reaclib) = drate_dT;
-
-    }
-    rate_p_Na23_to_C12_C12_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Na23_to_C12_C12_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Na23_to_C12_C12_reaclib) = drate_dT;
-
-    }
-    rate_He4_Na23_to_n_Al26_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Na23_to_n_Al26_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Na23_to_n_Al26_reaclib) = drate_dT;
-
-    }
-    rate_He4_Na23_to_p_Mg26_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Na23_to_p_Mg26_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Na23_to_p_Mg26_reaclib) = drate_dT;
-
-    }
-    rate_n_Mg23_to_p_Na23_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Mg23_to_p_Na23_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Mg23_to_p_Na23_reaclib) = drate_dT;
-
-    }
-    rate_n_Mg23_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Mg23_to_He4_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Mg23_to_He4_Ne20_reaclib) = drate_dT;
-
-    }
-    rate_n_Mg23_to_C12_C12_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Mg23_to_C12_C12_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Mg23_to_C12_C12_reaclib) = drate_dT;
-
-    }
-    rate_He4_Mg23_to_p_Al26_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Mg23_to_p_Al26_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mg23_to_p_Al26_reaclib) = drate_dT;
-
-    }
-    rate_n_Mg24_to_He4_Ne21_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Mg24_to_He4_Ne21_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Mg24_to_He4_Ne21_reaclib) = drate_dT;
-
-    }
-    rate_p_Mg24_to_He4_Na21_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Mg24_to_He4_Na21_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Mg24_to_He4_Na21_reaclib) = drate_dT;
-
-    }
-    rate_He4_Mg24_to_p_Al27_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Mg24_to_p_Al27_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_p_Al27_reaclib) = drate_dT;
-
-    }
-    rate_He4_Mg24_to_C12_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Mg24_to_C12_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mg24_to_C12_O16_reaclib) = drate_dT;
-
-    }
-    rate_n_Mg25_to_He4_Ne22_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Mg25_to_He4_Ne22_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Mg25_to_He4_Ne22_reaclib) = drate_dT;
-
-    }
-    rate_p_Mg25_to_n_Al25_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Mg25_to_n_Al25_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Mg25_to_n_Al25_reaclib) = drate_dT;
-
-    }
-    rate_p_Mg25_to_He4_Na22_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Mg25_to_He4_Na22_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Mg25_to_He4_Na22_reaclib) = drate_dT;
-
-    }
-    rate_He4_Mg25_to_n_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Mg25_to_n_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mg25_to_n_Si28_reaclib) = drate_dT;
-
-    }
-    rate_p_Mg26_to_n_Al26_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Mg26_to_n_Al26_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Mg26_to_n_Al26_reaclib) = drate_dT;
-
-    }
-    rate_p_Mg26_to_He4_Na23_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Mg26_to_He4_Na23_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Mg26_to_He4_Na23_reaclib) = drate_dT;
-
-    }
-    rate_He4_Mg26_to_n_Si29_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Mg26_to_n_Si29_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mg26_to_n_Si29_reaclib) = drate_dT;
-
-    }
-    rate_n_Al25_to_p_Mg25_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Al25_to_p_Mg25_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Al25_to_p_Mg25_reaclib) = drate_dT;
-
-    }
-    rate_n_Al25_to_He4_Na22_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Al25_to_He4_Na22_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Al25_to_He4_Na22_reaclib) = drate_dT;
-
-    }
-    rate_He4_Al25_to_p_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Al25_to_p_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Al25_to_p_Si28_reaclib) = drate_dT;
-
-    }
-    rate_n_Al26_to_p_Mg26_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Al26_to_p_Mg26_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Al26_to_p_Mg26_reaclib) = drate_dT;
-
-    }
-    rate_n_Al26_to_He4_Na23_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Al26_to_He4_Na23_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Al26_to_He4_Na23_reaclib) = drate_dT;
-
-    }
-    rate_p_Al26_to_He4_Mg23_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Al26_to_He4_Mg23_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Al26_to_He4_Mg23_reaclib) = drate_dT;
-
-    }
-    rate_He4_Al26_to_n_P29_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Al26_to_n_P29_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Al26_to_n_P29_reaclib) = drate_dT;
-
-    }
-    rate_He4_Al26_to_p_Si29_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Al26_to_p_Si29_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Al26_to_p_Si29_reaclib) = drate_dT;
-
-    }
-    rate_p_Al27_to_He4_Mg24_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Al27_to_He4_Mg24_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_He4_Mg24_reaclib) = drate_dT;
-
-    }
-    rate_p_Al27_to_C12_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Al27_to_C12_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Al27_to_C12_O16_reaclib) = drate_dT;
-
-    }
-    rate_He4_Al27_to_n_P30_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Al27_to_n_P30_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Al27_to_n_P30_reaclib) = drate_dT;
-
-    }
-    rate_He4_Al27_to_p_Si30_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Al27_to_p_Si30_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Al27_to_p_Si30_reaclib) = drate_dT;
-
-    }
-    rate_n_Si28_to_He4_Mg25_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Si28_to_He4_Mg25_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Si28_to_He4_Mg25_reaclib) = drate_dT;
-
-    }
-    rate_p_Si28_to_He4_Al25_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Si28_to_He4_Al25_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Si28_to_He4_Al25_reaclib) = drate_dT;
-
-    }
-    rate_He4_Si28_to_p_P31_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Si28_to_p_P31_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_p_P31_reaclib) = drate_dT;
-
-    }
-    rate_He4_Si28_to_C12_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Si28_to_C12_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_C12_Ne20_reaclib) = drate_dT;
-
-    }
-    rate_He4_Si28_to_O16_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Si28_to_O16_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Si28_to_O16_O16_reaclib) = drate_dT;
-
-    }
-    rate_n_Si29_to_He4_Mg26_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Si29_to_He4_Mg26_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Si29_to_He4_Mg26_reaclib) = drate_dT;
-
-    }
-    rate_p_Si29_to_n_P29_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Si29_to_n_P29_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Si29_to_n_P29_reaclib) = drate_dT;
-
-    }
-    rate_p_Si29_to_He4_Al26_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Si29_to_He4_Al26_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Si29_to_He4_Al26_reaclib) = drate_dT;
-
-    }
-    rate_He4_Si29_to_n_S32_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Si29_to_n_S32_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Si29_to_n_S32_reaclib) = drate_dT;
-
-    }
-    rate_He4_Si29_to_p_P32_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Si29_to_p_P32_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Si29_to_p_P32_reaclib) = drate_dT;
-
-    }
-    rate_p_Si30_to_n_P30_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Si30_to_n_P30_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Si30_to_n_P30_reaclib) = drate_dT;
-
-    }
-    rate_p_Si30_to_He4_Al27_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Si30_to_He4_Al27_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Si30_to_He4_Al27_reaclib) = drate_dT;
-
-    }
-    rate_He4_Si30_to_n_S33_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Si30_to_n_S33_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Si30_to_n_S33_reaclib) = drate_dT;
-
-    }
-    rate_He4_Si30_to_p_P33_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Si30_to_p_P33_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Si30_to_p_P33_reaclib) = drate_dT;
-
-    }
-    rate_p_Si31_to_n_P31_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Si31_to_n_P31_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Si31_to_n_P31_reaclib) = drate_dT;
-
-    }
-    rate_He4_Si31_to_n_S34_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Si31_to_n_S34_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Si31_to_n_S34_reaclib) = drate_dT;
-
-    }
-    rate_p_Si32_to_n_P32_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Si32_to_n_P32_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Si32_to_n_P32_reaclib) = drate_dT;
-
-    }
-    rate_He4_Si32_to_n_S35_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Si32_to_n_S35_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Si32_to_n_S35_reaclib) = drate_dT;
-
-    }
-    rate_n_P29_to_p_Si29_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_P29_to_p_Si29_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_P29_to_p_Si29_reaclib) = drate_dT;
-
-    }
-    rate_n_P29_to_He4_Al26_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_P29_to_He4_Al26_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_P29_to_He4_Al26_reaclib) = drate_dT;
-
-    }
-    rate_He4_P29_to_p_S32_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_P29_to_p_S32_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_P29_to_p_S32_reaclib) = drate_dT;
-
-    }
-    rate_n_P30_to_p_Si30_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_P30_to_p_Si30_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_P30_to_p_Si30_reaclib) = drate_dT;
-
-    }
-    rate_n_P30_to_He4_Al27_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_P30_to_He4_Al27_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_P30_to_He4_Al27_reaclib) = drate_dT;
-
-    }
-    rate_He4_P30_to_n_Cl33_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_P30_to_n_Cl33_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_P30_to_n_Cl33_reaclib) = drate_dT;
-
-    }
-    rate_He4_P30_to_p_S33_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_P30_to_p_S33_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_P30_to_p_S33_reaclib) = drate_dT;
-
-    }
-    rate_n_P31_to_p_Si31_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_P31_to_p_Si31_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_P31_to_p_Si31_reaclib) = drate_dT;
-
-    }
-    rate_p_P31_to_He4_Si28_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_P31_to_He4_Si28_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_P31_to_He4_Si28_reaclib) = drate_dT;
-
-    }
-    rate_p_P31_to_C12_Ne20_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_P31_to_C12_Ne20_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_P31_to_C12_Ne20_reaclib) = drate_dT;
-
-    }
-    rate_p_P31_to_O16_O16_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_P31_to_O16_O16_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_P31_to_O16_O16_reaclib) = drate_dT;
-
-    }
-    rate_He4_P31_to_n_Cl34_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_P31_to_n_Cl34_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_P31_to_n_Cl34_reaclib) = drate_dT;
-
-    }
-    rate_He4_P31_to_p_S34_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_P31_to_p_S34_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_P31_to_p_S34_reaclib) = drate_dT;
-
-    }
-    rate_n_P32_to_p_Si32_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_P32_to_p_Si32_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_P32_to_p_Si32_reaclib) = drate_dT;
-
-    }
-    rate_p_P32_to_n_S32_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_P32_to_n_S32_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_P32_to_n_S32_reaclib) = drate_dT;
-
-    }
-    rate_p_P32_to_He4_Si29_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_P32_to_He4_Si29_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_P32_to_He4_Si29_reaclib) = drate_dT;
-
-    }
-    rate_He4_P32_to_n_Cl35_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_P32_to_n_Cl35_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_P32_to_n_Cl35_reaclib) = drate_dT;
-
-    }
-    rate_He4_P32_to_p_S35_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_P32_to_p_S35_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_P32_to_p_S35_reaclib) = drate_dT;
-
-    }
-    rate_p_P33_to_n_S33_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_P33_to_n_S33_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_P33_to_n_S33_reaclib) = drate_dT;
-
-    }
-    rate_p_P33_to_He4_Si30_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_P33_to_He4_Si30_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_P33_to_He4_Si30_reaclib) = drate_dT;
-
-    }
-    rate_He4_P33_to_n_Cl36_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_P33_to_n_Cl36_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_P33_to_n_Cl36_reaclib) = drate_dT;
-
-    }
-    rate_He4_P33_to_p_S36_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_P33_to_p_S36_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_P33_to_p_S36_reaclib) = drate_dT;
-
-    }
-    rate_n_S32_to_p_P32_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_S32_to_p_P32_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_S32_to_p_P32_reaclib) = drate_dT;
-
-    }
-    rate_n_S32_to_He4_Si29_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_S32_to_He4_Si29_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_S32_to_He4_Si29_reaclib) = drate_dT;
-
-    }
-    rate_p_S32_to_He4_P29_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_S32_to_He4_P29_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_S32_to_He4_P29_reaclib) = drate_dT;
-
-    }
-    rate_He4_S32_to_p_Cl35_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_S32_to_p_Cl35_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_reaclib) = drate_dT;
-
-    }
-    rate_n_S33_to_p_P33_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_S33_to_p_P33_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_S33_to_p_P33_reaclib) = drate_dT;
-
-    }
-    rate_n_S33_to_He4_Si30_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_S33_to_He4_Si30_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_S33_to_He4_Si30_reaclib) = drate_dT;
-
-    }
-    rate_p_S33_to_n_Cl33_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_S33_to_n_Cl33_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_S33_to_n_Cl33_reaclib) = drate_dT;
-
-    }
-    rate_p_S33_to_He4_P30_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_S33_to_He4_P30_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_S33_to_He4_P30_reaclib) = drate_dT;
-
-    }
-    rate_He4_S33_to_n_Ar36_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_S33_to_n_Ar36_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_S33_to_n_Ar36_reaclib) = drate_dT;
-
-    }
-    rate_He4_S33_to_p_Cl36_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_S33_to_p_Cl36_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_S33_to_p_Cl36_reaclib) = drate_dT;
-
-    }
-    rate_n_S34_to_He4_Si31_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_S34_to_He4_Si31_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_S34_to_He4_Si31_reaclib) = drate_dT;
-
-    }
-    rate_p_S34_to_n_Cl34_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_S34_to_n_Cl34_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_S34_to_n_Cl34_reaclib) = drate_dT;
-
-    }
-    rate_p_S34_to_He4_P31_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_S34_to_He4_P31_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_S34_to_He4_P31_reaclib) = drate_dT;
-
-    }
-    rate_He4_S34_to_n_Ar37_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_S34_to_n_Ar37_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_S34_to_n_Ar37_reaclib) = drate_dT;
-
-    }
-    rate_He4_S34_to_p_Cl37_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_S34_to_p_Cl37_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_S34_to_p_Cl37_reaclib) = drate_dT;
-
-    }
-    rate_n_S35_to_He4_Si32_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_S35_to_He4_Si32_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_S35_to_He4_Si32_reaclib) = drate_dT;
-
-    }
-    rate_p_S35_to_n_Cl35_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_S35_to_n_Cl35_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_S35_to_n_Cl35_reaclib) = drate_dT;
-
-    }
-    rate_p_S35_to_He4_P32_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_S35_to_He4_P32_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_S35_to_He4_P32_reaclib) = drate_dT;
-
-    }
-    rate_He4_S35_to_n_Ar38_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_S35_to_n_Ar38_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_S35_to_n_Ar38_reaclib) = drate_dT;
-
-    }
-    rate_p_S36_to_n_Cl36_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_S36_to_n_Cl36_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_S36_to_n_Cl36_reaclib) = drate_dT;
-
-    }
-    rate_p_S36_to_He4_P33_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_S36_to_He4_P33_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_S36_to_He4_P33_reaclib) = drate_dT;
-
-    }
-    rate_He4_S36_to_n_Ar39_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_S36_to_n_Ar39_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_S36_to_n_Ar39_reaclib) = drate_dT;
-
-    }
-    rate_n_Cl33_to_p_S33_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cl33_to_p_S33_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cl33_to_p_S33_reaclib) = drate_dT;
-
-    }
-    rate_n_Cl33_to_He4_P30_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cl33_to_He4_P30_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cl33_to_He4_P30_reaclib) = drate_dT;
+    {
+        // Zn65_to_He4_Ni61_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Zn65_to_He4_Ni61_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Zn65_to_He4_Ni61_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Zn65_to_He4_Ni61_reaclib) = drate_dT;
+        }
     }
-    rate_He4_Cl33_to_p_Ar36_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cl33_to_p_Ar36_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cl33_to_p_Ar36_reaclib) = drate_dT;
 
-    }
-    rate_n_Cl34_to_p_S34_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cl34_to_p_S34_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cl34_to_p_S34_reaclib) = drate_dT;
+    {
+        // Zn66_to_n_Zn65_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Zn66_to_n_Zn65_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Zn66_to_n_Zn65_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Zn66_to_n_Zn65_reaclib) = drate_dT;
+        }
     }
-    rate_n_Cl34_to_He4_P31_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cl34_to_He4_P31_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cl34_to_He4_P31_reaclib) = drate_dT;
 
-    }
-    rate_He4_Cl34_to_n_K37_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cl34_to_n_K37_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cl34_to_n_K37_reaclib) = drate_dT;
+    {
+        // Zn66_to_p_Cu65_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Zn66_to_p_Cu65_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Zn66_to_p_Cu65_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Zn66_to_p_Cu65_reaclib) = drate_dT;
+        }
     }
-    rate_He4_Cl34_to_p_Ar37_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cl34_to_p_Ar37_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cl34_to_p_Ar37_reaclib) = drate_dT;
 
-    }
-    rate_n_Cl35_to_p_S35_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cl35_to_p_S35_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cl35_to_p_S35_reaclib) = drate_dT;
+    {
+        // Zn66_to_He4_Ni62_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Zn66_to_He4_Ni62_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Zn66_to_He4_Ni62_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Zn66_to_He4_Ni62_reaclib) = drate_dT;
+        }
     }
-    rate_n_Cl35_to_He4_P32_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cl35_to_He4_P32_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cl35_to_He4_P32_reaclib) = drate_dT;
 
-    }
-    rate_p_Cl35_to_He4_S32_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cl35_to_He4_S32_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_reaclib) = drate_dT;
+    {
+        // Ga62_to_p_Zn61_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ga62_to_p_Zn61_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ga62_to_p_Zn61_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ga62_to_p_Zn61_reaclib) = drate_dT;
+        }
     }
-    rate_He4_Cl35_to_n_K38_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cl35_to_n_K38_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cl35_to_n_K38_reaclib) = drate_dT;
 
-    }
-    rate_He4_Cl35_to_p_Ar38_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cl35_to_p_Ar38_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cl35_to_p_Ar38_reaclib) = drate_dT;
+    {
+        // Ga62_to_He4_Cu58_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ga62_to_He4_Cu58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ga62_to_He4_Cu58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ga62_to_He4_Cu58_reaclib) = drate_dT;
+        }
     }
-    rate_n_Cl36_to_p_S36_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cl36_to_p_S36_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cl36_to_p_S36_reaclib) = drate_dT;
 
-    }
-    rate_n_Cl36_to_He4_P33_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cl36_to_He4_P33_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cl36_to_He4_P33_reaclib) = drate_dT;
+    {
+        // Ga63_to_n_Ga62_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ga63_to_n_Ga62_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ga63_to_n_Ga62_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ga63_to_n_Ga62_reaclib) = drate_dT;
+        }
     }
-    rate_p_Cl36_to_n_Ar36_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cl36_to_n_Ar36_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cl36_to_n_Ar36_reaclib) = drate_dT;
 
-    }
-    rate_p_Cl36_to_He4_S33_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cl36_to_He4_S33_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cl36_to_He4_S33_reaclib) = drate_dT;
+    {
+        // Ga63_to_p_Zn62_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ga63_to_p_Zn62_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ga63_to_p_Zn62_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ga63_to_p_Zn62_reaclib) = drate_dT;
+        }
     }
-    rate_He4_Cl36_to_n_K39_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cl36_to_n_K39_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cl36_to_n_K39_reaclib) = drate_dT;
 
-    }
-    rate_He4_Cl36_to_p_Ar39_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cl36_to_p_Ar39_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cl36_to_p_Ar39_reaclib) = drate_dT;
+    {
+        // Ga63_to_He4_Cu59_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ga63_to_He4_Cu59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ga63_to_He4_Cu59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ga63_to_He4_Cu59_reaclib) = drate_dT;
+        }
     }
-    rate_p_Cl37_to_n_Ar37_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cl37_to_n_Ar37_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cl37_to_n_Ar37_reaclib) = drate_dT;
 
-    }
-    rate_p_Cl37_to_He4_S34_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cl37_to_He4_S34_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cl37_to_He4_S34_reaclib) = drate_dT;
+    {
+        // Ga64_to_n_Ga63_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ga64_to_n_Ga63_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ga64_to_n_Ga63_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ga64_to_n_Ga63_reaclib) = drate_dT;
+        }
     }
-    rate_He4_Cl37_to_n_K40_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cl37_to_n_K40_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cl37_to_n_K40_reaclib) = drate_dT;
 
-    }
-    rate_He4_Cl37_to_p_Ar40_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cl37_to_p_Ar40_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cl37_to_p_Ar40_reaclib) = drate_dT;
+    {
+        // Ga64_to_p_Zn63_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ga64_to_p_Zn63_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ga64_to_p_Zn63_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ga64_to_p_Zn63_reaclib) = drate_dT;
+        }
     }
-    rate_n_Ar36_to_p_Cl36_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ar36_to_p_Cl36_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ar36_to_p_Cl36_reaclib) = drate_dT;
 
-    }
-    rate_n_Ar36_to_He4_S33_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ar36_to_He4_S33_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ar36_to_He4_S33_reaclib) = drate_dT;
+    {
+        // Ga64_to_He4_Cu60_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ga64_to_He4_Cu60_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ga64_to_He4_Cu60_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ga64_to_He4_Cu60_reaclib) = drate_dT;
+        }
     }
-    rate_p_Ar36_to_He4_Cl33_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ar36_to_He4_Cl33_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ar36_to_He4_Cl33_reaclib) = drate_dT;
 
-    }
-    rate_He4_Ar36_to_p_K39_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ar36_to_p_K39_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_reaclib) = drate_dT;
+    {
+        // Ge63_to_p_Ga62_reaclib
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ge63_to_p_Ga62_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ge63_to_p_Ga62_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ge63_to_p_Ga62_reaclib) = drate_dT;
+        }
     }
-    rate_n_Ar37_to_p_Cl37_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ar37_to_p_Cl37_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ar37_to_p_Cl37_reaclib) = drate_dT;
 
-    }
-    rate_n_Ar37_to_He4_S34_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ar37_to_He4_S34_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ar37_to_He4_S34_reaclib) = drate_dT;
+    {
+        // Ge63_to_He4_Zn59_reaclib
 
-    }
-    rate_p_Ar37_to_n_K37_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ar37_to_n_K37_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ar37_to_n_K37_reaclib) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ge63_to_He4_Zn59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ge63_to_He4_Zn59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ge63_to_He4_Zn59_reaclib) = drate_dT;
+        }
+    }
 
-    }
-    rate_p_Ar37_to_He4_Cl34_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ar37_to_He4_Cl34_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ar37_to_He4_Cl34_reaclib) = drate_dT;
+    {
+        // Ge64_to_n_Ge63_reaclib
 
-    }
-    rate_He4_Ar37_to_n_Ca40_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ar37_to_n_Ca40_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ar37_to_n_Ca40_reaclib) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ge64_to_n_Ge63_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ge64_to_n_Ge63_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ge64_to_n_Ge63_reaclib) = drate_dT;
+        }
+    }
 
-    }
-    rate_He4_Ar37_to_p_K40_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ar37_to_p_K40_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ar37_to_p_K40_reaclib) = drate_dT;
+    {
+        // Ge64_to_p_Ga63_reaclib
 
-    }
-    rate_n_Ar38_to_He4_S35_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ar38_to_He4_S35_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ar38_to_He4_S35_reaclib) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ge64_to_p_Ga63_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ge64_to_p_Ga63_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ge64_to_p_Ga63_reaclib) = drate_dT;
+        }
+    }
 
-    }
-    rate_p_Ar38_to_n_K38_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ar38_to_n_K38_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ar38_to_n_K38_reaclib) = drate_dT;
+    {
+        // Ge64_to_He4_Zn60_reaclib
 
-    }
-    rate_p_Ar38_to_He4_Cl35_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ar38_to_He4_Cl35_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ar38_to_He4_Cl35_reaclib) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Ge64_to_He4_Zn60_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Ge64_to_He4_Zn60_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Ge64_to_He4_Zn60_reaclib) = drate_dT;
+        }
+    }
 
-    }
-    rate_He4_Ar38_to_n_Ca41_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ar38_to_n_Ca41_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ar38_to_n_Ca41_reaclib) = drate_dT;
+    {
+        // Li6_to_n_p_He4_reaclib
 
-    }
-    rate_He4_Ar38_to_p_K41_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ar38_to_p_K41_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ar38_to_p_K41_reaclib) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Li6_to_n_p_He4_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Li6_to_n_p_He4_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Li6_to_n_p_He4_reaclib) = drate_dT;
+        }
+    }
 
-    }
-    rate_n_Ar39_to_He4_S36_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ar39_to_He4_S36_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ar39_to_He4_S36_reaclib) = drate_dT;
+    {
+        // Be9_to_n_He4_He4_reaclib
 
-    }
-    rate_p_Ar39_to_n_K39_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ar39_to_n_K39_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ar39_to_n_K39_reaclib) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_Be9_to_n_He4_He4_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_Be9_to_n_He4_He4_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_Be9_to_n_He4_He4_reaclib) = drate_dT;
+        }
+    }
 
-    }
-    rate_p_Ar39_to_He4_Cl36_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ar39_to_He4_Cl36_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ar39_to_He4_Cl36_reaclib) = drate_dT;
+    {
+        // C12_to_He4_He4_He4_reaclib
 
-    }
-    rate_He4_Ar39_to_n_Ca42_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ar39_to_n_Ca42_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ar39_to_n_Ca42_reaclib) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_C12_to_He4_He4_He4_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_to_He4_He4_He4_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_to_He4_He4_He4_reaclib) = drate_dT;
+        }
+    }
 
-    }
-    rate_p_Ar40_to_n_K40_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ar40_to_n_K40_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ar40_to_n_K40_reaclib) = drate_dT;
+    {
+        // n_p_to_d_reaclib
 
-    }
-    rate_p_Ar40_to_He4_Cl37_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ar40_to_He4_Cl37_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ar40_to_He4_Cl37_reaclib) = drate_dT;
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_p_to_d_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_p_to_d_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_p_to_d_reaclib) = drate_dT;
+        }
+    }
 
-    }
-    rate_He4_Ar40_to_n_Ca43_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ar40_to_n_Ca43_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ar40_to_n_Ca43_reaclib) = drate_dT;
-
-    }
-    rate_n_K37_to_p_Ar37_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_K37_to_p_Ar37_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_K37_to_p_Ar37_reaclib) = drate_dT;
-
-    }
-    rate_n_K37_to_He4_Cl34_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_K37_to_He4_Cl34_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_K37_to_He4_Cl34_reaclib) = drate_dT;
-
-    }
-    rate_He4_K37_to_p_Ca40_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_K37_to_p_Ca40_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_K37_to_p_Ca40_reaclib) = drate_dT;
-
-    }
-    rate_n_K38_to_p_Ar38_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_K38_to_p_Ar38_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_K38_to_p_Ar38_reaclib) = drate_dT;
-
-    }
-    rate_n_K38_to_He4_Cl35_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_K38_to_He4_Cl35_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_K38_to_He4_Cl35_reaclib) = drate_dT;
-
-    }
-    rate_He4_K38_to_p_Ca41_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_K38_to_p_Ca41_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_K38_to_p_Ca41_reaclib) = drate_dT;
-
-    }
-    rate_n_K39_to_p_Ar39_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_K39_to_p_Ar39_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_K39_to_p_Ar39_reaclib) = drate_dT;
-
-    }
-    rate_n_K39_to_He4_Cl36_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_K39_to_He4_Cl36_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_K39_to_He4_Cl36_reaclib) = drate_dT;
-
-    }
-    rate_p_K39_to_He4_Ar36_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_K39_to_He4_Ar36_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_reaclib) = drate_dT;
-
-    }
-    rate_He4_K39_to_p_Ca42_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_K39_to_p_Ca42_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_K39_to_p_Ca42_reaclib) = drate_dT;
-
-    }
-    rate_n_K40_to_p_Ar40_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_K40_to_p_Ar40_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_K40_to_p_Ar40_reaclib) = drate_dT;
-
-    }
-    rate_n_K40_to_He4_Cl37_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_K40_to_He4_Cl37_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_K40_to_He4_Cl37_reaclib) = drate_dT;
-
-    }
-    rate_p_K40_to_n_Ca40_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_K40_to_n_Ca40_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_K40_to_n_Ca40_reaclib) = drate_dT;
-
-    }
-    rate_p_K40_to_He4_Ar37_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_K40_to_He4_Ar37_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_K40_to_He4_Ar37_reaclib) = drate_dT;
-
-    }
-    rate_He4_K40_to_n_Sc43_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_K40_to_n_Sc43_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_K40_to_n_Sc43_reaclib) = drate_dT;
-
-    }
-    rate_He4_K40_to_p_Ca43_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_K40_to_p_Ca43_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_K40_to_p_Ca43_reaclib) = drate_dT;
-
-    }
-    rate_p_K41_to_n_Ca41_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_K41_to_n_Ca41_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_K41_to_n_Ca41_reaclib) = drate_dT;
-
-    }
-    rate_p_K41_to_He4_Ar38_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_K41_to_He4_Ar38_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_K41_to_He4_Ar38_reaclib) = drate_dT;
-
-    }
-    rate_He4_K41_to_n_Sc44_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_K41_to_n_Sc44_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_K41_to_n_Sc44_reaclib) = drate_dT;
-
-    }
-    rate_He4_K41_to_p_Ca44_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_K41_to_p_Ca44_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_K41_to_p_Ca44_reaclib) = drate_dT;
-
-    }
-    rate_n_Ca40_to_p_K40_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ca40_to_p_K40_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ca40_to_p_K40_reaclib) = drate_dT;
-
-    }
-    rate_n_Ca40_to_He4_Ar37_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ca40_to_He4_Ar37_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ca40_to_He4_Ar37_reaclib) = drate_dT;
-
-    }
-    rate_p_Ca40_to_He4_K37_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ca40_to_He4_K37_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ca40_to_He4_K37_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ca40_to_p_Sc43_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_reaclib) = drate_dT;
-
-    }
-    rate_n_Ca41_to_p_K41_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ca41_to_p_K41_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ca41_to_p_K41_reaclib) = drate_dT;
-
-    }
-    rate_n_Ca41_to_He4_Ar38_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ca41_to_He4_Ar38_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ca41_to_He4_Ar38_reaclib) = drate_dT;
-
-    }
-    rate_p_Ca41_to_He4_K38_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ca41_to_He4_K38_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ca41_to_He4_K38_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ca41_to_n_Ti44_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ca41_to_n_Ti44_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ca41_to_n_Ti44_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ca41_to_p_Sc44_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ca41_to_p_Sc44_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ca41_to_p_Sc44_reaclib) = drate_dT;
-
-    }
-    rate_n_Ca42_to_He4_Ar39_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ca42_to_He4_Ar39_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ca42_to_He4_Ar39_reaclib) = drate_dT;
-
-    }
-    rate_p_Ca42_to_He4_K39_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ca42_to_He4_K39_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ca42_to_He4_K39_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ca42_to_n_Ti45_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ca42_to_n_Ti45_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ca42_to_n_Ti45_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ca42_to_p_Sc45_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ca42_to_p_Sc45_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ca42_to_p_Sc45_reaclib) = drate_dT;
-
-    }
-    rate_n_Ca43_to_He4_Ar40_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ca43_to_He4_Ar40_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ca43_to_He4_Ar40_reaclib) = drate_dT;
-
-    }
-    rate_p_Ca43_to_n_Sc43_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ca43_to_n_Sc43_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ca43_to_n_Sc43_reaclib) = drate_dT;
-
-    }
-    rate_p_Ca43_to_He4_K40_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ca43_to_He4_K40_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ca43_to_He4_K40_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ca43_to_n_Ti46_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ca43_to_n_Ti46_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ca43_to_n_Ti46_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ca43_to_p_Sc46_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ca43_to_p_Sc46_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ca43_to_p_Sc46_reaclib) = drate_dT;
-
-    }
-    rate_p_Ca44_to_n_Sc44_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ca44_to_n_Sc44_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ca44_to_n_Sc44_reaclib) = drate_dT;
-
-    }
-    rate_p_Ca44_to_He4_K41_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ca44_to_He4_K41_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ca44_to_He4_K41_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ca44_to_n_Ti47_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ca44_to_n_Ti47_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ca44_to_n_Ti47_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ca44_to_p_Sc47_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ca44_to_p_Sc47_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ca44_to_p_Sc47_reaclib) = drate_dT;
-
-    }
-    rate_p_Ca45_to_n_Sc45_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ca45_to_n_Sc45_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ca45_to_n_Sc45_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ca45_to_n_Ti48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ca45_to_n_Ti48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ca45_to_n_Ti48_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ca45_to_p_Sc48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ca45_to_p_Sc48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ca45_to_p_Sc48_reaclib) = drate_dT;
-
-    }
-    rate_p_Ca46_to_n_Sc46_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ca46_to_n_Sc46_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ca46_to_n_Sc46_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ca46_to_n_Ti49_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ca46_to_n_Ti49_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ca46_to_n_Ti49_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ca46_to_p_Sc49_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ca46_to_p_Sc49_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ca46_to_p_Sc49_reaclib) = drate_dT;
-
-    }
-    rate_p_Ca47_to_n_Sc47_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ca47_to_n_Sc47_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ca47_to_n_Sc47_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ca47_to_n_Ti50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ca47_to_n_Ti50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ca47_to_n_Ti50_reaclib) = drate_dT;
-
-    }
-    rate_p_Ca48_to_n_Sc48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ca48_to_n_Sc48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ca48_to_n_Sc48_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ca48_to_n_Ti51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ca48_to_n_Ti51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ca48_to_n_Ti51_reaclib) = drate_dT;
-
-    }
-    rate_n_Sc43_to_p_Ca43_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Sc43_to_p_Ca43_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Sc43_to_p_Ca43_reaclib) = drate_dT;
-
-    }
-    rate_n_Sc43_to_He4_K40_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Sc43_to_He4_K40_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Sc43_to_He4_K40_reaclib) = drate_dT;
-
-    }
-    rate_p_Sc43_to_He4_Ca40_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_reaclib) = drate_dT;
-
-    }
-    rate_He4_Sc43_to_n_V46_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Sc43_to_n_V46_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Sc43_to_n_V46_reaclib) = drate_dT;
-
-    }
-    rate_He4_Sc43_to_p_Ti46_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Sc43_to_p_Ti46_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Sc43_to_p_Ti46_reaclib) = drate_dT;
-
-    }
-    rate_n_Sc44_to_p_Ca44_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Sc44_to_p_Ca44_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Sc44_to_p_Ca44_reaclib) = drate_dT;
-
-    }
-    rate_n_Sc44_to_He4_K41_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Sc44_to_He4_K41_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Sc44_to_He4_K41_reaclib) = drate_dT;
-
-    }
-    rate_p_Sc44_to_n_Ti44_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Sc44_to_n_Ti44_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Sc44_to_n_Ti44_reaclib) = drate_dT;
-
-    }
-    rate_p_Sc44_to_He4_Ca41_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Sc44_to_He4_Ca41_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Sc44_to_He4_Ca41_reaclib) = drate_dT;
-
-    }
-    rate_He4_Sc44_to_n_V47_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Sc44_to_n_V47_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Sc44_to_n_V47_reaclib) = drate_dT;
-
-    }
-    rate_He4_Sc44_to_p_Ti47_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Sc44_to_p_Ti47_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Sc44_to_p_Ti47_reaclib) = drate_dT;
-
-    }
-    rate_n_Sc45_to_p_Ca45_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Sc45_to_p_Ca45_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Sc45_to_p_Ca45_reaclib) = drate_dT;
-
-    }
-    rate_p_Sc45_to_n_Ti45_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Sc45_to_n_Ti45_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Sc45_to_n_Ti45_reaclib) = drate_dT;
-
-    }
-    rate_p_Sc45_to_He4_Ca42_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Sc45_to_He4_Ca42_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Sc45_to_He4_Ca42_reaclib) = drate_dT;
-
-    }
-    rate_He4_Sc45_to_n_V48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Sc45_to_n_V48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Sc45_to_n_V48_reaclib) = drate_dT;
-
-    }
-    rate_He4_Sc45_to_p_Ti48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Sc45_to_p_Ti48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Sc45_to_p_Ti48_reaclib) = drate_dT;
-
-    }
-    rate_n_Sc46_to_p_Ca46_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Sc46_to_p_Ca46_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Sc46_to_p_Ca46_reaclib) = drate_dT;
-
-    }
-    rate_p_Sc46_to_n_Ti46_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Sc46_to_n_Ti46_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Sc46_to_n_Ti46_reaclib) = drate_dT;
-
-    }
-    rate_p_Sc46_to_He4_Ca43_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Sc46_to_He4_Ca43_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Sc46_to_He4_Ca43_reaclib) = drate_dT;
-
-    }
-    rate_He4_Sc46_to_n_V49_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Sc46_to_n_V49_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Sc46_to_n_V49_reaclib) = drate_dT;
-
-    }
-    rate_He4_Sc46_to_p_Ti49_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Sc46_to_p_Ti49_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Sc46_to_p_Ti49_reaclib) = drate_dT;
-
-    }
-    rate_n_Sc47_to_p_Ca47_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Sc47_to_p_Ca47_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Sc47_to_p_Ca47_reaclib) = drate_dT;
-
-    }
-    rate_p_Sc47_to_n_Ti47_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Sc47_to_n_Ti47_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Sc47_to_n_Ti47_reaclib) = drate_dT;
-
-    }
-    rate_p_Sc47_to_He4_Ca44_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Sc47_to_He4_Ca44_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Sc47_to_He4_Ca44_reaclib) = drate_dT;
-
-    }
-    rate_He4_Sc47_to_n_V50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Sc47_to_n_V50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Sc47_to_n_V50_reaclib) = drate_dT;
-
-    }
-    rate_He4_Sc47_to_p_Ti50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Sc47_to_p_Ti50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Sc47_to_p_Ti50_reaclib) = drate_dT;
-
-    }
-    rate_n_Sc48_to_p_Ca48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Sc48_to_p_Ca48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Sc48_to_p_Ca48_reaclib) = drate_dT;
-
-    }
-    rate_p_Sc48_to_n_Ti48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Sc48_to_n_Ti48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Sc48_to_n_Ti48_reaclib) = drate_dT;
-
-    }
-    rate_p_Sc48_to_He4_Ca45_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Sc48_to_He4_Ca45_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Sc48_to_He4_Ca45_reaclib) = drate_dT;
-
-    }
-    rate_He4_Sc48_to_n_V51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Sc48_to_n_V51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Sc48_to_n_V51_reaclib) = drate_dT;
-
-    }
-    rate_He4_Sc48_to_p_Ti51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Sc48_to_p_Ti51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Sc48_to_p_Ti51_reaclib) = drate_dT;
-
-    }
-    rate_p_Sc49_to_n_Ti49_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Sc49_to_n_Ti49_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Sc49_to_n_Ti49_reaclib) = drate_dT;
-
-    }
-    rate_p_Sc49_to_He4_Ca46_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Sc49_to_He4_Ca46_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Sc49_to_He4_Ca46_reaclib) = drate_dT;
-
-    }
-    rate_He4_Sc49_to_n_V52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Sc49_to_n_V52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Sc49_to_n_V52_reaclib) = drate_dT;
-
-    }
-    rate_n_Ti44_to_p_Sc44_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ti44_to_p_Sc44_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ti44_to_p_Sc44_reaclib) = drate_dT;
-
-    }
-    rate_n_Ti44_to_He4_Ca41_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ti44_to_He4_Ca41_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ti44_to_He4_Ca41_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ti44_to_p_V47_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ti44_to_p_V47_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_reaclib) = drate_dT;
-
-    }
-    rate_n_Ti45_to_p_Sc45_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ti45_to_p_Sc45_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ti45_to_p_Sc45_reaclib) = drate_dT;
-
-    }
-    rate_n_Ti45_to_He4_Ca42_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ti45_to_He4_Ca42_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ti45_to_He4_Ca42_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ti45_to_n_Cr48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ti45_to_n_Cr48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ti45_to_n_Cr48_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ti45_to_p_V48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ti45_to_p_V48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ti45_to_p_V48_reaclib) = drate_dT;
-
-    }
-    rate_n_Ti46_to_p_Sc46_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ti46_to_p_Sc46_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ti46_to_p_Sc46_reaclib) = drate_dT;
-
-    }
-    rate_n_Ti46_to_He4_Ca43_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ti46_to_He4_Ca43_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ti46_to_He4_Ca43_reaclib) = drate_dT;
-
-    }
-    rate_p_Ti46_to_n_V46_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ti46_to_n_V46_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ti46_to_n_V46_reaclib) = drate_dT;
-
-    }
-    rate_p_Ti46_to_He4_Sc43_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ti46_to_He4_Sc43_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ti46_to_He4_Sc43_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ti46_to_n_Cr49_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ti46_to_n_Cr49_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ti46_to_n_Cr49_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ti46_to_p_V49_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ti46_to_p_V49_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ti46_to_p_V49_reaclib) = drate_dT;
-
-    }
-    rate_n_Ti47_to_p_Sc47_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ti47_to_p_Sc47_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ti47_to_p_Sc47_reaclib) = drate_dT;
-
-    }
-    rate_n_Ti47_to_He4_Ca44_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ti47_to_He4_Ca44_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ti47_to_He4_Ca44_reaclib) = drate_dT;
-
-    }
-    rate_p_Ti47_to_n_V47_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ti47_to_n_V47_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ti47_to_n_V47_reaclib) = drate_dT;
-
-    }
-    rate_p_Ti47_to_He4_Sc44_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ti47_to_He4_Sc44_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ti47_to_He4_Sc44_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ti47_to_n_Cr50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ti47_to_n_Cr50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ti47_to_n_Cr50_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ti47_to_p_V50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ti47_to_p_V50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ti47_to_p_V50_reaclib) = drate_dT;
-
-    }
-    rate_n_Ti48_to_p_Sc48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ti48_to_p_Sc48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ti48_to_p_Sc48_reaclib) = drate_dT;
-
-    }
-    rate_n_Ti48_to_He4_Ca45_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ti48_to_He4_Ca45_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ti48_to_He4_Ca45_reaclib) = drate_dT;
-
-    }
-    rate_p_Ti48_to_n_V48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ti48_to_n_V48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ti48_to_n_V48_reaclib) = drate_dT;
-
-    }
-    rate_p_Ti48_to_He4_Sc45_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ti48_to_He4_Sc45_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ti48_to_He4_Sc45_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ti48_to_n_Cr51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ti48_to_n_Cr51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ti48_to_n_Cr51_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ti48_to_p_V51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ti48_to_p_V51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ti48_to_p_V51_reaclib) = drate_dT;
-
-    }
-    rate_n_Ti49_to_p_Sc49_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ti49_to_p_Sc49_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ti49_to_p_Sc49_reaclib) = drate_dT;
-
-    }
-    rate_n_Ti49_to_He4_Ca46_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ti49_to_He4_Ca46_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ti49_to_He4_Ca46_reaclib) = drate_dT;
-
-    }
-    rate_p_Ti49_to_n_V49_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ti49_to_n_V49_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ti49_to_n_V49_reaclib) = drate_dT;
-
-    }
-    rate_p_Ti49_to_He4_Sc46_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ti49_to_He4_Sc46_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ti49_to_He4_Sc46_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ti49_to_n_Cr52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ti49_to_n_Cr52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ti49_to_n_Cr52_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ti49_to_p_V52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ti49_to_p_V52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ti49_to_p_V52_reaclib) = drate_dT;
-
-    }
-    rate_n_Ti50_to_He4_Ca47_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ti50_to_He4_Ca47_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ti50_to_He4_Ca47_reaclib) = drate_dT;
-
-    }
-    rate_p_Ti50_to_n_V50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ti50_to_n_V50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ti50_to_n_V50_reaclib) = drate_dT;
-
-    }
-    rate_p_Ti50_to_He4_Sc47_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ti50_to_He4_Sc47_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ti50_to_He4_Sc47_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ti50_to_n_Cr53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ti50_to_n_Cr53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ti50_to_n_Cr53_reaclib) = drate_dT;
-
-    }
-    rate_n_Ti51_to_He4_Ca48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ti51_to_He4_Ca48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ti51_to_He4_Ca48_reaclib) = drate_dT;
-
-    }
-    rate_p_Ti51_to_n_V51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ti51_to_n_V51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ti51_to_n_V51_reaclib) = drate_dT;
-
-    }
-    rate_p_Ti51_to_He4_Sc48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ti51_to_He4_Sc48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ti51_to_He4_Sc48_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ti51_to_n_Cr54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ti51_to_n_Cr54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ti51_to_n_Cr54_reaclib) = drate_dT;
-
-    }
-    rate_n_V46_to_p_Ti46_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_V46_to_p_Ti46_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_V46_to_p_Ti46_reaclib) = drate_dT;
-
-    }
-    rate_n_V46_to_He4_Sc43_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_V46_to_He4_Sc43_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_V46_to_He4_Sc43_reaclib) = drate_dT;
-
-    }
-    rate_He4_V46_to_p_Cr49_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_V46_to_p_Cr49_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_V46_to_p_Cr49_reaclib) = drate_dT;
-
-    }
-    rate_n_V47_to_p_Ti47_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_V47_to_p_Ti47_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_V47_to_p_Ti47_reaclib) = drate_dT;
-
-    }
-    rate_n_V47_to_He4_Sc44_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_V47_to_He4_Sc44_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_V47_to_He4_Sc44_reaclib) = drate_dT;
-
-    }
-    rate_p_V47_to_He4_Ti44_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_V47_to_He4_Ti44_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_reaclib) = drate_dT;
-
-    }
-    rate_He4_V47_to_n_Mn50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_V47_to_n_Mn50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_V47_to_n_Mn50_reaclib) = drate_dT;
-
-    }
-    rate_He4_V47_to_p_Cr50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_V47_to_p_Cr50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_V47_to_p_Cr50_reaclib) = drate_dT;
-
-    }
-    rate_n_V48_to_p_Ti48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_V48_to_p_Ti48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_V48_to_p_Ti48_reaclib) = drate_dT;
-
-    }
-    rate_n_V48_to_He4_Sc45_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_V48_to_He4_Sc45_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_V48_to_He4_Sc45_reaclib) = drate_dT;
-
-    }
-    rate_p_V48_to_n_Cr48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_V48_to_n_Cr48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_V48_to_n_Cr48_reaclib) = drate_dT;
-
-    }
-    rate_p_V48_to_He4_Ti45_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_V48_to_He4_Ti45_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_V48_to_He4_Ti45_reaclib) = drate_dT;
-
-    }
-    rate_He4_V48_to_n_Mn51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_V48_to_n_Mn51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_V48_to_n_Mn51_reaclib) = drate_dT;
-
-    }
-    rate_He4_V48_to_p_Cr51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_V48_to_p_Cr51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_V48_to_p_Cr51_reaclib) = drate_dT;
-
-    }
-    rate_n_V49_to_p_Ti49_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_V49_to_p_Ti49_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_V49_to_p_Ti49_reaclib) = drate_dT;
-
-    }
-    rate_n_V49_to_He4_Sc46_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_V49_to_He4_Sc46_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_V49_to_He4_Sc46_reaclib) = drate_dT;
-
-    }
-    rate_p_V49_to_n_Cr49_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_V49_to_n_Cr49_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_V49_to_n_Cr49_reaclib) = drate_dT;
-
-    }
-    rate_p_V49_to_He4_Ti46_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_V49_to_He4_Ti46_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_V49_to_He4_Ti46_reaclib) = drate_dT;
-
-    }
-    rate_He4_V49_to_n_Mn52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_V49_to_n_Mn52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_V49_to_n_Mn52_reaclib) = drate_dT;
-
-    }
-    rate_He4_V49_to_p_Cr52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_V49_to_p_Cr52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_V49_to_p_Cr52_reaclib) = drate_dT;
-
-    }
-    rate_n_V50_to_p_Ti50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_V50_to_p_Ti50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_V50_to_p_Ti50_reaclib) = drate_dT;
-
-    }
-    rate_n_V50_to_He4_Sc47_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_V50_to_He4_Sc47_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_V50_to_He4_Sc47_reaclib) = drate_dT;
-
-    }
-    rate_p_V50_to_n_Cr50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_V50_to_n_Cr50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_V50_to_n_Cr50_reaclib) = drate_dT;
-
-    }
-    rate_p_V50_to_He4_Ti47_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_V50_to_He4_Ti47_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_V50_to_He4_Ti47_reaclib) = drate_dT;
-
-    }
-    rate_He4_V50_to_n_Mn53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_V50_to_n_Mn53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_V50_to_n_Mn53_reaclib) = drate_dT;
-
-    }
-    rate_He4_V50_to_p_Cr53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_V50_to_p_Cr53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_V50_to_p_Cr53_reaclib) = drate_dT;
-
-    }
-    rate_n_V51_to_p_Ti51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_V51_to_p_Ti51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_V51_to_p_Ti51_reaclib) = drate_dT;
-
-    }
-    rate_n_V51_to_He4_Sc48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_V51_to_He4_Sc48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_V51_to_He4_Sc48_reaclib) = drate_dT;
-
-    }
-    rate_p_V51_to_n_Cr51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_V51_to_n_Cr51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_V51_to_n_Cr51_reaclib) = drate_dT;
-
-    }
-    rate_p_V51_to_He4_Ti48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_V51_to_He4_Ti48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_V51_to_He4_Ti48_reaclib) = drate_dT;
-
-    }
-    rate_He4_V51_to_n_Mn54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_V51_to_n_Mn54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_V51_to_n_Mn54_reaclib) = drate_dT;
-
-    }
-    rate_He4_V51_to_p_Cr54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_V51_to_p_Cr54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_V51_to_p_Cr54_reaclib) = drate_dT;
-
-    }
-    rate_n_V52_to_He4_Sc49_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_V52_to_He4_Sc49_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_V52_to_He4_Sc49_reaclib) = drate_dT;
-
-    }
-    rate_p_V52_to_n_Cr52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_V52_to_n_Cr52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_V52_to_n_Cr52_reaclib) = drate_dT;
-
-    }
-    rate_p_V52_to_He4_Ti49_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_V52_to_He4_Ti49_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_V52_to_He4_Ti49_reaclib) = drate_dT;
-
-    }
-    rate_He4_V52_to_n_Mn55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_V52_to_n_Mn55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_V52_to_n_Mn55_reaclib) = drate_dT;
-
-    }
-    rate_n_Cr48_to_p_V48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cr48_to_p_V48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cr48_to_p_V48_reaclib) = drate_dT;
-
-    }
-    rate_n_Cr48_to_He4_Ti45_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cr48_to_He4_Ti45_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cr48_to_He4_Ti45_reaclib) = drate_dT;
-
-    }
-    rate_He4_Cr48_to_p_Mn51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cr48_to_p_Mn51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cr48_to_p_Mn51_reaclib) = drate_dT;
-
-    }
-    rate_n_Cr49_to_p_V49_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cr49_to_p_V49_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cr49_to_p_V49_reaclib) = drate_dT;
-
-    }
-    rate_n_Cr49_to_He4_Ti46_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cr49_to_He4_Ti46_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cr49_to_He4_Ti46_reaclib) = drate_dT;
-
-    }
-    rate_p_Cr49_to_He4_V46_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cr49_to_He4_V46_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cr49_to_He4_V46_reaclib) = drate_dT;
-
-    }
-    rate_He4_Cr49_to_n_Fe52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cr49_to_n_Fe52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cr49_to_n_Fe52_reaclib) = drate_dT;
-
-    }
-    rate_He4_Cr49_to_p_Mn52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cr49_to_p_Mn52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cr49_to_p_Mn52_reaclib) = drate_dT;
-
-    }
-    rate_n_Cr50_to_p_V50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cr50_to_p_V50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cr50_to_p_V50_reaclib) = drate_dT;
-
-    }
-    rate_n_Cr50_to_He4_Ti47_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cr50_to_He4_Ti47_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cr50_to_He4_Ti47_reaclib) = drate_dT;
-
-    }
-    rate_p_Cr50_to_n_Mn50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cr50_to_n_Mn50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cr50_to_n_Mn50_reaclib) = drate_dT;
-
-    }
-    rate_p_Cr50_to_He4_V47_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cr50_to_He4_V47_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cr50_to_He4_V47_reaclib) = drate_dT;
-
-    }
-    rate_He4_Cr50_to_n_Fe53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cr50_to_n_Fe53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cr50_to_n_Fe53_reaclib) = drate_dT;
-
-    }
-    rate_He4_Cr50_to_p_Mn53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cr50_to_p_Mn53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cr50_to_p_Mn53_reaclib) = drate_dT;
-
-    }
-    rate_n_Cr51_to_p_V51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cr51_to_p_V51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cr51_to_p_V51_reaclib) = drate_dT;
-
-    }
-    rate_n_Cr51_to_He4_Ti48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cr51_to_He4_Ti48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cr51_to_He4_Ti48_reaclib) = drate_dT;
-
-    }
-    rate_p_Cr51_to_n_Mn51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cr51_to_n_Mn51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cr51_to_n_Mn51_reaclib) = drate_dT;
-
-    }
-    rate_p_Cr51_to_He4_V48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cr51_to_He4_V48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cr51_to_He4_V48_reaclib) = drate_dT;
-
-    }
-    rate_He4_Cr51_to_n_Fe54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cr51_to_n_Fe54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cr51_to_n_Fe54_reaclib) = drate_dT;
-
-    }
-    rate_He4_Cr51_to_p_Mn54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cr51_to_p_Mn54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cr51_to_p_Mn54_reaclib) = drate_dT;
-
-    }
-    rate_n_Cr52_to_p_V52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cr52_to_p_V52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cr52_to_p_V52_reaclib) = drate_dT;
-
-    }
-    rate_n_Cr52_to_He4_Ti49_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cr52_to_He4_Ti49_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cr52_to_He4_Ti49_reaclib) = drate_dT;
-
-    }
-    rate_p_Cr52_to_n_Mn52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cr52_to_n_Mn52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cr52_to_n_Mn52_reaclib) = drate_dT;
-
-    }
-    rate_p_Cr52_to_He4_V49_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cr52_to_He4_V49_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cr52_to_He4_V49_reaclib) = drate_dT;
-
-    }
-    rate_He4_Cr52_to_n_Fe55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cr52_to_n_Fe55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cr52_to_n_Fe55_reaclib) = drate_dT;
-
-    }
-    rate_He4_Cr52_to_p_Mn55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cr52_to_p_Mn55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cr52_to_p_Mn55_reaclib) = drate_dT;
-
-    }
-    rate_n_Cr53_to_He4_Ti50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cr53_to_He4_Ti50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cr53_to_He4_Ti50_reaclib) = drate_dT;
-
-    }
-    rate_p_Cr53_to_n_Mn53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cr53_to_n_Mn53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cr53_to_n_Mn53_reaclib) = drate_dT;
-
-    }
-    rate_p_Cr53_to_He4_V50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cr53_to_He4_V50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cr53_to_He4_V50_reaclib) = drate_dT;
-
-    }
-    rate_He4_Cr53_to_n_Fe56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cr53_to_n_Fe56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cr53_to_n_Fe56_reaclib) = drate_dT;
-
-    }
-    rate_n_Cr54_to_He4_Ti51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cr54_to_He4_Ti51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cr54_to_He4_Ti51_reaclib) = drate_dT;
-
-    }
-    rate_p_Cr54_to_n_Mn54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cr54_to_n_Mn54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cr54_to_n_Mn54_reaclib) = drate_dT;
-
-    }
-    rate_p_Cr54_to_He4_V51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cr54_to_He4_V51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cr54_to_He4_V51_reaclib) = drate_dT;
-
-    }
-    rate_He4_Cr54_to_n_Fe57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cr54_to_n_Fe57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cr54_to_n_Fe57_reaclib) = drate_dT;
-
-    }
-    rate_n_Mn50_to_p_Cr50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Mn50_to_p_Cr50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Mn50_to_p_Cr50_reaclib) = drate_dT;
-
-    }
-    rate_n_Mn50_to_He4_V47_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Mn50_to_He4_V47_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Mn50_to_He4_V47_reaclib) = drate_dT;
-
-    }
-    rate_He4_Mn50_to_n_Co53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Mn50_to_n_Co53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mn50_to_n_Co53_reaclib) = drate_dT;
-
-    }
-    rate_He4_Mn50_to_p_Fe53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Mn50_to_p_Fe53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mn50_to_p_Fe53_reaclib) = drate_dT;
-
-    }
-    rate_n_Mn51_to_p_Cr51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Mn51_to_p_Cr51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Mn51_to_p_Cr51_reaclib) = drate_dT;
-
-    }
-    rate_n_Mn51_to_He4_V48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Mn51_to_He4_V48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Mn51_to_He4_V48_reaclib) = drate_dT;
-
-    }
-    rate_p_Mn51_to_He4_Cr48_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_reaclib) = drate_dT;
-
-    }
-    rate_He4_Mn51_to_n_Co54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Mn51_to_n_Co54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mn51_to_n_Co54_reaclib) = drate_dT;
-
-    }
-    rate_He4_Mn51_to_p_Fe54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Mn51_to_p_Fe54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mn51_to_p_Fe54_reaclib) = drate_dT;
-
-    }
-    rate_n_Mn52_to_p_Cr52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Mn52_to_p_Cr52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Mn52_to_p_Cr52_reaclib) = drate_dT;
-
-    }
-    rate_n_Mn52_to_He4_V49_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Mn52_to_He4_V49_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Mn52_to_He4_V49_reaclib) = drate_dT;
-
-    }
-    rate_p_Mn52_to_n_Fe52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Mn52_to_n_Fe52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Mn52_to_n_Fe52_reaclib) = drate_dT;
-
-    }
-    rate_p_Mn52_to_He4_Cr49_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Mn52_to_He4_Cr49_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Mn52_to_He4_Cr49_reaclib) = drate_dT;
-
-    }
-    rate_He4_Mn52_to_n_Co55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Mn52_to_n_Co55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mn52_to_n_Co55_reaclib) = drate_dT;
-
-    }
-    rate_He4_Mn52_to_p_Fe55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Mn52_to_p_Fe55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mn52_to_p_Fe55_reaclib) = drate_dT;
-
-    }
-    rate_n_Mn53_to_p_Cr53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Mn53_to_p_Cr53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Mn53_to_p_Cr53_reaclib) = drate_dT;
-
-    }
-    rate_n_Mn53_to_He4_V50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Mn53_to_He4_V50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Mn53_to_He4_V50_reaclib) = drate_dT;
-
-    }
-    rate_p_Mn53_to_n_Fe53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Mn53_to_n_Fe53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Mn53_to_n_Fe53_reaclib) = drate_dT;
-
-    }
-    rate_p_Mn53_to_He4_Cr50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Mn53_to_He4_Cr50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Mn53_to_He4_Cr50_reaclib) = drate_dT;
-
-    }
-    rate_He4_Mn53_to_n_Co56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Mn53_to_n_Co56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mn53_to_n_Co56_reaclib) = drate_dT;
-
-    }
-    rate_He4_Mn53_to_p_Fe56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Mn53_to_p_Fe56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mn53_to_p_Fe56_reaclib) = drate_dT;
-
-    }
-    rate_n_Mn54_to_p_Cr54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Mn54_to_p_Cr54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Mn54_to_p_Cr54_reaclib) = drate_dT;
-
-    }
-    rate_n_Mn54_to_He4_V51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Mn54_to_He4_V51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Mn54_to_He4_V51_reaclib) = drate_dT;
-
-    }
-    rate_p_Mn54_to_n_Fe54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Mn54_to_n_Fe54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Mn54_to_n_Fe54_reaclib) = drate_dT;
-
-    }
-    rate_p_Mn54_to_He4_Cr51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Mn54_to_He4_Cr51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Mn54_to_He4_Cr51_reaclib) = drate_dT;
-
-    }
-    rate_He4_Mn54_to_n_Co57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Mn54_to_n_Co57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mn54_to_n_Co57_reaclib) = drate_dT;
-
-    }
-    rate_He4_Mn54_to_p_Fe57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Mn54_to_p_Fe57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mn54_to_p_Fe57_reaclib) = drate_dT;
-
-    }
-    rate_n_Mn55_to_He4_V52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Mn55_to_He4_V52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Mn55_to_He4_V52_reaclib) = drate_dT;
-
-    }
-    rate_p_Mn55_to_n_Fe55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Mn55_to_n_Fe55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Mn55_to_n_Fe55_reaclib) = drate_dT;
-
-    }
-    rate_p_Mn55_to_He4_Cr52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Mn55_to_He4_Cr52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Mn55_to_He4_Cr52_reaclib) = drate_dT;
-
-    }
-    rate_He4_Mn55_to_n_Co58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Mn55_to_n_Co58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mn55_to_n_Co58_reaclib) = drate_dT;
-
-    }
-    rate_He4_Mn55_to_p_Fe58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Mn55_to_p_Fe58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Mn55_to_p_Fe58_reaclib) = drate_dT;
-
-    }
-    rate_n_Fe52_to_p_Mn52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Fe52_to_p_Mn52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Fe52_to_p_Mn52_reaclib) = drate_dT;
-
-    }
-    rate_n_Fe52_to_He4_Cr49_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Fe52_to_He4_Cr49_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Fe52_to_He4_Cr49_reaclib) = drate_dT;
-
-    }
-    rate_He4_Fe52_to_p_Co55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Fe52_to_p_Co55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_Co55_reaclib) = drate_dT;
-
-    }
-    rate_n_Fe53_to_p_Mn53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Fe53_to_p_Mn53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Fe53_to_p_Mn53_reaclib) = drate_dT;
-
-    }
-    rate_n_Fe53_to_He4_Cr50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Fe53_to_He4_Cr50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Fe53_to_He4_Cr50_reaclib) = drate_dT;
-
-    }
-    rate_p_Fe53_to_n_Co53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Fe53_to_n_Co53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Fe53_to_n_Co53_reaclib) = drate_dT;
-
-    }
-    rate_p_Fe53_to_He4_Mn50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Fe53_to_He4_Mn50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Fe53_to_He4_Mn50_reaclib) = drate_dT;
-
-    }
-    rate_He4_Fe53_to_n_Ni56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Fe53_to_n_Ni56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe53_to_n_Ni56_reaclib) = drate_dT;
-
-    }
-    rate_He4_Fe53_to_p_Co56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Fe53_to_p_Co56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe53_to_p_Co56_reaclib) = drate_dT;
-
-    }
-    rate_n_Fe54_to_p_Mn54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Fe54_to_p_Mn54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Fe54_to_p_Mn54_reaclib) = drate_dT;
-
-    }
-    rate_n_Fe54_to_He4_Cr51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Fe54_to_He4_Cr51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Fe54_to_He4_Cr51_reaclib) = drate_dT;
-
-    }
-    rate_p_Fe54_to_n_Co54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Fe54_to_n_Co54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Fe54_to_n_Co54_reaclib) = drate_dT;
-
-    }
-    rate_p_Fe54_to_He4_Mn51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Fe54_to_He4_Mn51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Fe54_to_He4_Mn51_reaclib) = drate_dT;
-
-    }
-    rate_He4_Fe54_to_n_Ni57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Fe54_to_n_Ni57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe54_to_n_Ni57_reaclib) = drate_dT;
-
-    }
-    rate_He4_Fe54_to_p_Co57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Fe54_to_p_Co57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe54_to_p_Co57_reaclib) = drate_dT;
-
-    }
-    rate_n_Fe55_to_p_Mn55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Fe55_to_p_Mn55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Fe55_to_p_Mn55_reaclib) = drate_dT;
-
-    }
-    rate_n_Fe55_to_He4_Cr52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Fe55_to_He4_Cr52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Fe55_to_He4_Cr52_reaclib) = drate_dT;
-
-    }
-    rate_p_Fe55_to_n_Co55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Fe55_to_n_Co55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Fe55_to_n_Co55_reaclib) = drate_dT;
-
-    }
-    rate_p_Fe55_to_He4_Mn52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Fe55_to_He4_Mn52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Fe55_to_He4_Mn52_reaclib) = drate_dT;
-
-    }
-    rate_He4_Fe55_to_n_Ni58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Fe55_to_n_Ni58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe55_to_n_Ni58_reaclib) = drate_dT;
-
-    }
-    rate_He4_Fe55_to_p_Co58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Fe55_to_p_Co58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe55_to_p_Co58_reaclib) = drate_dT;
-
-    }
-    rate_n_Fe56_to_He4_Cr53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Fe56_to_He4_Cr53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Fe56_to_He4_Cr53_reaclib) = drate_dT;
-
-    }
-    rate_p_Fe56_to_n_Co56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Fe56_to_n_Co56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Fe56_to_n_Co56_reaclib) = drate_dT;
-
-    }
-    rate_p_Fe56_to_He4_Mn53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Fe56_to_He4_Mn53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Fe56_to_He4_Mn53_reaclib) = drate_dT;
-
-    }
-    rate_He4_Fe56_to_n_Ni59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Fe56_to_n_Ni59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe56_to_n_Ni59_reaclib) = drate_dT;
-
-    }
-    rate_He4_Fe56_to_p_Co59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Fe56_to_p_Co59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe56_to_p_Co59_reaclib) = drate_dT;
-
-    }
-    rate_n_Fe57_to_He4_Cr54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Fe57_to_He4_Cr54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Fe57_to_He4_Cr54_reaclib) = drate_dT;
-
-    }
-    rate_p_Fe57_to_n_Co57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Fe57_to_n_Co57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Fe57_to_n_Co57_reaclib) = drate_dT;
-
-    }
-    rate_p_Fe57_to_He4_Mn54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Fe57_to_He4_Mn54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Fe57_to_He4_Mn54_reaclib) = drate_dT;
-
-    }
-    rate_He4_Fe57_to_n_Ni60_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Fe57_to_n_Ni60_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe57_to_n_Ni60_reaclib) = drate_dT;
-
-    }
-    rate_p_Fe58_to_n_Co58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Fe58_to_n_Co58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Fe58_to_n_Co58_reaclib) = drate_dT;
-
-    }
-    rate_p_Fe58_to_He4_Mn55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Fe58_to_He4_Mn55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Fe58_to_He4_Mn55_reaclib) = drate_dT;
-
-    }
-    rate_He4_Fe58_to_n_Ni61_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Fe58_to_n_Ni61_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Fe58_to_n_Ni61_reaclib) = drate_dT;
-
-    }
-    rate_n_Co53_to_p_Fe53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Co53_to_p_Fe53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Co53_to_p_Fe53_reaclib) = drate_dT;
-
-    }
-    rate_n_Co53_to_He4_Mn50_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Co53_to_He4_Mn50_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Co53_to_He4_Mn50_reaclib) = drate_dT;
-
-    }
-    rate_He4_Co53_to_p_Ni56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Co53_to_p_Ni56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Co53_to_p_Ni56_reaclib) = drate_dT;
-
-    }
-    rate_n_Co54_to_p_Fe54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Co54_to_p_Fe54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Co54_to_p_Fe54_reaclib) = drate_dT;
-
-    }
-    rate_n_Co54_to_He4_Mn51_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Co54_to_He4_Mn51_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Co54_to_He4_Mn51_reaclib) = drate_dT;
-
-    }
-    rate_He4_Co54_to_n_Cu57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Co54_to_n_Cu57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Co54_to_n_Cu57_reaclib) = drate_dT;
-
-    }
-    rate_He4_Co54_to_p_Ni57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Co54_to_p_Ni57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Co54_to_p_Ni57_reaclib) = drate_dT;
-
-    }
-    rate_n_Co55_to_p_Fe55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Co55_to_p_Fe55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Co55_to_p_Fe55_reaclib) = drate_dT;
-
-    }
-    rate_n_Co55_to_He4_Mn52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Co55_to_He4_Mn52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Co55_to_He4_Mn52_reaclib) = drate_dT;
-
-    }
-    rate_p_Co55_to_He4_Fe52_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_reaclib) = drate_dT;
-
-    }
-    rate_He4_Co55_to_n_Cu58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Co55_to_n_Cu58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Co55_to_n_Cu58_reaclib) = drate_dT;
-
-    }
-    rate_He4_Co55_to_p_Ni58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Co55_to_p_Ni58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Co55_to_p_Ni58_reaclib) = drate_dT;
-
-    }
-    rate_n_Co56_to_p_Fe56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Co56_to_p_Fe56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Co56_to_p_Fe56_reaclib) = drate_dT;
-
-    }
-    rate_n_Co56_to_He4_Mn53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Co56_to_He4_Mn53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Co56_to_He4_Mn53_reaclib) = drate_dT;
-
-    }
-    rate_p_Co56_to_n_Ni56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Co56_to_n_Ni56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Co56_to_n_Ni56_reaclib) = drate_dT;
-
-    }
-    rate_p_Co56_to_He4_Fe53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Co56_to_He4_Fe53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Co56_to_He4_Fe53_reaclib) = drate_dT;
-
-    }
-    rate_He4_Co56_to_n_Cu59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Co56_to_n_Cu59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Co56_to_n_Cu59_reaclib) = drate_dT;
-
-    }
-    rate_He4_Co56_to_p_Ni59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Co56_to_p_Ni59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Co56_to_p_Ni59_reaclib) = drate_dT;
-
-    }
-    rate_n_Co57_to_p_Fe57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Co57_to_p_Fe57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Co57_to_p_Fe57_reaclib) = drate_dT;
-
-    }
-    rate_n_Co57_to_He4_Mn54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Co57_to_He4_Mn54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Co57_to_He4_Mn54_reaclib) = drate_dT;
-
-    }
-    rate_p_Co57_to_n_Ni57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Co57_to_n_Ni57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Co57_to_n_Ni57_reaclib) = drate_dT;
-
-    }
-    rate_p_Co57_to_He4_Fe54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Co57_to_He4_Fe54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Co57_to_He4_Fe54_reaclib) = drate_dT;
-
-    }
-    rate_He4_Co57_to_n_Cu60_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Co57_to_n_Cu60_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Co57_to_n_Cu60_reaclib) = drate_dT;
-
-    }
-    rate_He4_Co57_to_p_Ni60_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Co57_to_p_Ni60_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Co57_to_p_Ni60_reaclib) = drate_dT;
-
-    }
-    rate_n_Co58_to_p_Fe58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Co58_to_p_Fe58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Co58_to_p_Fe58_reaclib) = drate_dT;
-
-    }
-    rate_n_Co58_to_He4_Mn55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Co58_to_He4_Mn55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Co58_to_He4_Mn55_reaclib) = drate_dT;
-
-    }
-    rate_p_Co58_to_n_Ni58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Co58_to_n_Ni58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Co58_to_n_Ni58_reaclib) = drate_dT;
-
-    }
-    rate_p_Co58_to_He4_Fe55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Co58_to_He4_Fe55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Co58_to_He4_Fe55_reaclib) = drate_dT;
-
-    }
-    rate_He4_Co58_to_n_Cu61_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Co58_to_n_Cu61_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Co58_to_n_Cu61_reaclib) = drate_dT;
-
-    }
-    rate_He4_Co58_to_p_Ni61_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Co58_to_p_Ni61_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Co58_to_p_Ni61_reaclib) = drate_dT;
-
-    }
-    rate_p_Co59_to_n_Ni59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Co59_to_n_Ni59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Co59_to_n_Ni59_reaclib) = drate_dT;
-
-    }
-    rate_p_Co59_to_He4_Fe56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Co59_to_He4_Fe56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Co59_to_He4_Fe56_reaclib) = drate_dT;
-
-    }
-    rate_He4_Co59_to_n_Cu62_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Co59_to_n_Cu62_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Co59_to_n_Cu62_reaclib) = drate_dT;
-
-    }
-    rate_He4_Co59_to_p_Ni62_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Co59_to_p_Ni62_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Co59_to_p_Ni62_reaclib) = drate_dT;
-
-    }
-    rate_n_Ni56_to_p_Co56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ni56_to_p_Co56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ni56_to_p_Co56_reaclib) = drate_dT;
-
-    }
-    rate_n_Ni56_to_He4_Fe53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ni56_to_He4_Fe53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ni56_to_He4_Fe53_reaclib) = drate_dT;
-
-    }
-    rate_p_Ni56_to_He4_Co53_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ni56_to_He4_Co53_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ni56_to_He4_Co53_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ni56_to_n_Zn59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ni56_to_n_Zn59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ni56_to_n_Zn59_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ni56_to_p_Cu59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ni56_to_p_Cu59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ni56_to_p_Cu59_reaclib) = drate_dT;
-
-    }
-    rate_n_Ni57_to_p_Co57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ni57_to_p_Co57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ni57_to_p_Co57_reaclib) = drate_dT;
-
-    }
-    rate_n_Ni57_to_He4_Fe54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ni57_to_He4_Fe54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ni57_to_He4_Fe54_reaclib) = drate_dT;
-
-    }
-    rate_p_Ni57_to_n_Cu57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ni57_to_n_Cu57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ni57_to_n_Cu57_reaclib) = drate_dT;
-
-    }
-    rate_p_Ni57_to_He4_Co54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ni57_to_He4_Co54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ni57_to_He4_Co54_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ni57_to_n_Zn60_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ni57_to_n_Zn60_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ni57_to_n_Zn60_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ni57_to_p_Cu60_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ni57_to_p_Cu60_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ni57_to_p_Cu60_reaclib) = drate_dT;
-
-    }
-    rate_n_Ni58_to_p_Co58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ni58_to_p_Co58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ni58_to_p_Co58_reaclib) = drate_dT;
-
-    }
-    rate_n_Ni58_to_He4_Fe55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ni58_to_He4_Fe55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ni58_to_He4_Fe55_reaclib) = drate_dT;
-
-    }
-    rate_p_Ni58_to_n_Cu58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ni58_to_n_Cu58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ni58_to_n_Cu58_reaclib) = drate_dT;
-
-    }
-    rate_p_Ni58_to_He4_Co55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ni58_to_He4_Co55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ni58_to_He4_Co55_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ni58_to_n_Zn61_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ni58_to_n_Zn61_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ni58_to_n_Zn61_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ni58_to_p_Cu61_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ni58_to_p_Cu61_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ni58_to_p_Cu61_reaclib) = drate_dT;
-
-    }
-    rate_n_Ni59_to_p_Co59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ni59_to_p_Co59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ni59_to_p_Co59_reaclib) = drate_dT;
-
-    }
-    rate_n_Ni59_to_He4_Fe56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ni59_to_He4_Fe56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ni59_to_He4_Fe56_reaclib) = drate_dT;
-
-    }
-    rate_p_Ni59_to_n_Cu59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ni59_to_n_Cu59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ni59_to_n_Cu59_reaclib) = drate_dT;
-
-    }
-    rate_p_Ni59_to_He4_Co56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ni59_to_He4_Co56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ni59_to_He4_Co56_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ni59_to_n_Zn62_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ni59_to_n_Zn62_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ni59_to_n_Zn62_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ni59_to_p_Cu62_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ni59_to_p_Cu62_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ni59_to_p_Cu62_reaclib) = drate_dT;
-
-    }
-    rate_n_Ni60_to_He4_Fe57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ni60_to_He4_Fe57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ni60_to_He4_Fe57_reaclib) = drate_dT;
-
-    }
-    rate_p_Ni60_to_n_Cu60_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ni60_to_n_Cu60_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ni60_to_n_Cu60_reaclib) = drate_dT;
-
-    }
-    rate_p_Ni60_to_He4_Co57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ni60_to_He4_Co57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ni60_to_He4_Co57_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ni60_to_n_Zn63_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ni60_to_n_Zn63_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ni60_to_n_Zn63_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ni60_to_p_Cu63_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ni60_to_p_Cu63_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ni60_to_p_Cu63_reaclib) = drate_dT;
-
-    }
-    rate_n_Ni61_to_He4_Fe58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ni61_to_He4_Fe58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ni61_to_He4_Fe58_reaclib) = drate_dT;
-
-    }
-    rate_p_Ni61_to_n_Cu61_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ni61_to_n_Cu61_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ni61_to_n_Cu61_reaclib) = drate_dT;
-
-    }
-    rate_p_Ni61_to_He4_Co58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ni61_to_He4_Co58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ni61_to_He4_Co58_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ni61_to_n_Zn64_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ni61_to_n_Zn64_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ni61_to_n_Zn64_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ni61_to_p_Cu64_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ni61_to_p_Cu64_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ni61_to_p_Cu64_reaclib) = drate_dT;
-
-    }
-    rate_p_Ni62_to_n_Cu62_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ni62_to_n_Cu62_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ni62_to_n_Cu62_reaclib) = drate_dT;
-
-    }
-    rate_p_Ni62_to_He4_Co59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ni62_to_He4_Co59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ni62_to_He4_Co59_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ni62_to_n_Zn65_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ni62_to_n_Zn65_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ni62_to_n_Zn65_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ni62_to_p_Cu65_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ni62_to_p_Cu65_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ni62_to_p_Cu65_reaclib) = drate_dT;
-
-    }
-    rate_p_Ni63_to_n_Cu63_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ni63_to_n_Cu63_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ni63_to_n_Cu63_reaclib) = drate_dT;
-
-    }
-    rate_He4_Ni63_to_n_Zn66_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Ni63_to_n_Zn66_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Ni63_to_n_Zn66_reaclib) = drate_dT;
-
-    }
-    rate_p_Ni64_to_n_Cu64_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ni64_to_n_Cu64_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ni64_to_n_Cu64_reaclib) = drate_dT;
-
-    }
-    rate_n_Cu57_to_p_Ni57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cu57_to_p_Ni57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cu57_to_p_Ni57_reaclib) = drate_dT;
-
-    }
-    rate_n_Cu57_to_He4_Co54_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cu57_to_He4_Co54_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cu57_to_He4_Co54_reaclib) = drate_dT;
-
-    }
-    rate_He4_Cu57_to_p_Zn60_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cu57_to_p_Zn60_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cu57_to_p_Zn60_reaclib) = drate_dT;
-
-    }
-    rate_n_Cu58_to_p_Ni58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cu58_to_p_Ni58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cu58_to_p_Ni58_reaclib) = drate_dT;
-
-    }
-    rate_n_Cu58_to_He4_Co55_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cu58_to_He4_Co55_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cu58_to_He4_Co55_reaclib) = drate_dT;
-
-    }
-    rate_He4_Cu58_to_p_Zn61_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cu58_to_p_Zn61_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cu58_to_p_Zn61_reaclib) = drate_dT;
-
-    }
-    rate_n_Cu59_to_p_Ni59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cu59_to_p_Ni59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cu59_to_p_Ni59_reaclib) = drate_dT;
-
-    }
-    rate_n_Cu59_to_He4_Co56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cu59_to_He4_Co56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cu59_to_He4_Co56_reaclib) = drate_dT;
-
-    }
-    rate_p_Cu59_to_n_Zn59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cu59_to_n_Zn59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cu59_to_n_Zn59_reaclib) = drate_dT;
-
-    }
-    rate_p_Cu59_to_He4_Ni56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cu59_to_He4_Ni56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cu59_to_He4_Ni56_reaclib) = drate_dT;
-
-    }
-    rate_He4_Cu59_to_n_Ga62_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cu59_to_n_Ga62_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cu59_to_n_Ga62_reaclib) = drate_dT;
-
-    }
-    rate_He4_Cu59_to_p_Zn62_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cu59_to_p_Zn62_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cu59_to_p_Zn62_reaclib) = drate_dT;
-
-    }
-    rate_n_Cu60_to_p_Ni60_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cu60_to_p_Ni60_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cu60_to_p_Ni60_reaclib) = drate_dT;
-
-    }
-    rate_n_Cu60_to_He4_Co57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cu60_to_He4_Co57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cu60_to_He4_Co57_reaclib) = drate_dT;
-
-    }
-    rate_p_Cu60_to_n_Zn60_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cu60_to_n_Zn60_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cu60_to_n_Zn60_reaclib) = drate_dT;
-
-    }
-    rate_p_Cu60_to_He4_Ni57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cu60_to_He4_Ni57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cu60_to_He4_Ni57_reaclib) = drate_dT;
-
-    }
-    rate_He4_Cu60_to_n_Ga63_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cu60_to_n_Ga63_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cu60_to_n_Ga63_reaclib) = drate_dT;
-
-    }
-    rate_He4_Cu60_to_p_Zn63_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cu60_to_p_Zn63_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cu60_to_p_Zn63_reaclib) = drate_dT;
-
-    }
-    rate_n_Cu61_to_p_Ni61_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cu61_to_p_Ni61_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cu61_to_p_Ni61_reaclib) = drate_dT;
-
-    }
-    rate_n_Cu61_to_He4_Co58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cu61_to_He4_Co58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cu61_to_He4_Co58_reaclib) = drate_dT;
-
-    }
-    rate_p_Cu61_to_n_Zn61_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cu61_to_n_Zn61_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cu61_to_n_Zn61_reaclib) = drate_dT;
-
-    }
-    rate_p_Cu61_to_He4_Ni58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cu61_to_He4_Ni58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cu61_to_He4_Ni58_reaclib) = drate_dT;
-
-    }
-    rate_He4_Cu61_to_n_Ga64_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cu61_to_n_Ga64_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cu61_to_n_Ga64_reaclib) = drate_dT;
-
-    }
-    rate_He4_Cu61_to_p_Zn64_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cu61_to_p_Zn64_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cu61_to_p_Zn64_reaclib) = drate_dT;
-
-    }
-    rate_n_Cu62_to_p_Ni62_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cu62_to_p_Ni62_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cu62_to_p_Ni62_reaclib) = drate_dT;
-
-    }
-    rate_n_Cu62_to_He4_Co59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cu62_to_He4_Co59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cu62_to_He4_Co59_reaclib) = drate_dT;
-
-    }
-    rate_p_Cu62_to_n_Zn62_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cu62_to_n_Zn62_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cu62_to_n_Zn62_reaclib) = drate_dT;
-
-    }
-    rate_p_Cu62_to_He4_Ni59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cu62_to_He4_Ni59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cu62_to_He4_Ni59_reaclib) = drate_dT;
-
-    }
-    rate_He4_Cu62_to_p_Zn65_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cu62_to_p_Zn65_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cu62_to_p_Zn65_reaclib) = drate_dT;
-
-    }
-    rate_n_Cu63_to_p_Ni63_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cu63_to_p_Ni63_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cu63_to_p_Ni63_reaclib) = drate_dT;
-
-    }
-    rate_p_Cu63_to_n_Zn63_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cu63_to_n_Zn63_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cu63_to_n_Zn63_reaclib) = drate_dT;
-
-    }
-    rate_p_Cu63_to_He4_Ni60_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cu63_to_He4_Ni60_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cu63_to_He4_Ni60_reaclib) = drate_dT;
-
-    }
-    rate_He4_Cu63_to_p_Zn66_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Cu63_to_p_Zn66_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Cu63_to_p_Zn66_reaclib) = drate_dT;
-
-    }
-    rate_n_Cu64_to_p_Ni64_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Cu64_to_p_Ni64_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Cu64_to_p_Ni64_reaclib) = drate_dT;
-
-    }
-    rate_p_Cu64_to_n_Zn64_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cu64_to_n_Zn64_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cu64_to_n_Zn64_reaclib) = drate_dT;
-
-    }
-    rate_p_Cu64_to_He4_Ni61_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cu64_to_He4_Ni61_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cu64_to_He4_Ni61_reaclib) = drate_dT;
-
-    }
-    rate_p_Cu65_to_n_Zn65_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cu65_to_n_Zn65_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cu65_to_n_Zn65_reaclib) = drate_dT;
-
-    }
-    rate_p_Cu65_to_He4_Ni62_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Cu65_to_He4_Ni62_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Cu65_to_He4_Ni62_reaclib) = drate_dT;
-
-    }
-    rate_n_Zn59_to_p_Cu59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Zn59_to_p_Cu59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Zn59_to_p_Cu59_reaclib) = drate_dT;
-
-    }
-    rate_n_Zn59_to_He4_Ni56_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Zn59_to_He4_Ni56_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Zn59_to_He4_Ni56_reaclib) = drate_dT;
-
-    }
-    rate_He4_Zn59_to_p_Ga62_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Zn59_to_p_Ga62_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Zn59_to_p_Ga62_reaclib) = drate_dT;
-
-    }
-    rate_n_Zn60_to_p_Cu60_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Zn60_to_p_Cu60_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Zn60_to_p_Cu60_reaclib) = drate_dT;
-
-    }
-    rate_n_Zn60_to_He4_Ni57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Zn60_to_He4_Ni57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Zn60_to_He4_Ni57_reaclib) = drate_dT;
-
-    }
-    rate_p_Zn60_to_He4_Cu57_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Zn60_to_He4_Cu57_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Zn60_to_He4_Cu57_reaclib) = drate_dT;
-
-    }
-    rate_He4_Zn60_to_n_Ge63_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Zn60_to_n_Ge63_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Zn60_to_n_Ge63_reaclib) = drate_dT;
-
-    }
-    rate_He4_Zn60_to_p_Ga63_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Zn60_to_p_Ga63_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Zn60_to_p_Ga63_reaclib) = drate_dT;
-
-    }
-    rate_n_Zn61_to_p_Cu61_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Zn61_to_p_Cu61_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Zn61_to_p_Cu61_reaclib) = drate_dT;
-
-    }
-    rate_n_Zn61_to_He4_Ni58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Zn61_to_He4_Ni58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Zn61_to_He4_Ni58_reaclib) = drate_dT;
-
-    }
-    rate_p_Zn61_to_He4_Cu58_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Zn61_to_He4_Cu58_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Zn61_to_He4_Cu58_reaclib) = drate_dT;
-
-    }
-    rate_He4_Zn61_to_n_Ge64_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Zn61_to_n_Ge64_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Zn61_to_n_Ge64_reaclib) = drate_dT;
-
-    }
-    rate_He4_Zn61_to_p_Ga64_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_Zn61_to_p_Ga64_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_Zn61_to_p_Ga64_reaclib) = drate_dT;
-
-    }
-    rate_n_Zn62_to_p_Cu62_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Zn62_to_p_Cu62_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Zn62_to_p_Cu62_reaclib) = drate_dT;
-
-    }
-    rate_n_Zn62_to_He4_Ni59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Zn62_to_He4_Ni59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Zn62_to_He4_Ni59_reaclib) = drate_dT;
-
-    }
-    rate_p_Zn62_to_n_Ga62_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Zn62_to_n_Ga62_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Zn62_to_n_Ga62_reaclib) = drate_dT;
-
-    }
-    rate_p_Zn62_to_He4_Cu59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Zn62_to_He4_Cu59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Zn62_to_He4_Cu59_reaclib) = drate_dT;
-
-    }
-    rate_n_Zn63_to_p_Cu63_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Zn63_to_p_Cu63_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Zn63_to_p_Cu63_reaclib) = drate_dT;
-
-    }
-    rate_n_Zn63_to_He4_Ni60_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Zn63_to_He4_Ni60_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Zn63_to_He4_Ni60_reaclib) = drate_dT;
-
-    }
-    rate_p_Zn63_to_n_Ga63_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Zn63_to_n_Ga63_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Zn63_to_n_Ga63_reaclib) = drate_dT;
-
-    }
-    rate_p_Zn63_to_He4_Cu60_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Zn63_to_He4_Cu60_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Zn63_to_He4_Cu60_reaclib) = drate_dT;
-
-    }
-    rate_n_Zn64_to_p_Cu64_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Zn64_to_p_Cu64_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Zn64_to_p_Cu64_reaclib) = drate_dT;
-
-    }
-    rate_n_Zn64_to_He4_Ni61_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Zn64_to_He4_Ni61_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Zn64_to_He4_Ni61_reaclib) = drate_dT;
-
-    }
-    rate_p_Zn64_to_n_Ga64_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Zn64_to_n_Ga64_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Zn64_to_n_Ga64_reaclib) = drate_dT;
-
-    }
-    rate_p_Zn64_to_He4_Cu61_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Zn64_to_He4_Cu61_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Zn64_to_He4_Cu61_reaclib) = drate_dT;
-
-    }
-    rate_n_Zn65_to_p_Cu65_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Zn65_to_p_Cu65_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Zn65_to_p_Cu65_reaclib) = drate_dT;
-
-    }
-    rate_n_Zn65_to_He4_Ni62_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Zn65_to_He4_Ni62_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Zn65_to_He4_Ni62_reaclib) = drate_dT;
-
-    }
-    rate_p_Zn65_to_He4_Cu62_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Zn65_to_He4_Cu62_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Zn65_to_He4_Cu62_reaclib) = drate_dT;
-
-    }
-    rate_n_Zn66_to_He4_Ni63_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Zn66_to_He4_Ni63_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Zn66_to_He4_Ni63_reaclib) = drate_dT;
-
-    }
-    rate_p_Zn66_to_He4_Cu63_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Zn66_to_He4_Cu63_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Zn66_to_He4_Cu63_reaclib) = drate_dT;
-
-    }
-    rate_n_Ga62_to_p_Zn62_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ga62_to_p_Zn62_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ga62_to_p_Zn62_reaclib) = drate_dT;
-
-    }
-    rate_n_Ga62_to_He4_Cu59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ga62_to_He4_Cu59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ga62_to_He4_Cu59_reaclib) = drate_dT;
-
-    }
-    rate_p_Ga62_to_He4_Zn59_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ga62_to_He4_Zn59_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ga62_to_He4_Zn59_reaclib) = drate_dT;
-
-    }
-    rate_n_Ga63_to_p_Zn63_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ga63_to_p_Zn63_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ga63_to_p_Zn63_reaclib) = drate_dT;
-
-    }
-    rate_n_Ga63_to_He4_Cu60_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ga63_to_He4_Cu60_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ga63_to_He4_Cu60_reaclib) = drate_dT;
-
-    }
-    rate_p_Ga63_to_n_Ge63_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ga63_to_n_Ge63_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ga63_to_n_Ge63_reaclib) = drate_dT;
-
-    }
-    rate_p_Ga63_to_He4_Zn60_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ga63_to_He4_Zn60_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ga63_to_He4_Zn60_reaclib) = drate_dT;
-
-    }
-    rate_n_Ga64_to_p_Zn64_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ga64_to_p_Zn64_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ga64_to_p_Zn64_reaclib) = drate_dT;
-
-    }
-    rate_n_Ga64_to_He4_Cu61_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ga64_to_He4_Cu61_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ga64_to_He4_Cu61_reaclib) = drate_dT;
-
-    }
-    rate_p_Ga64_to_n_Ge64_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ga64_to_n_Ge64_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ga64_to_n_Ge64_reaclib) = drate_dT;
-
-    }
-    rate_p_Ga64_to_He4_Zn61_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Ga64_to_He4_Zn61_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Ga64_to_He4_Zn61_reaclib) = drate_dT;
-
-    }
-    rate_n_Ge63_to_p_Ga63_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ge63_to_p_Ga63_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ge63_to_p_Ga63_reaclib) = drate_dT;
-
-    }
-    rate_n_Ge63_to_He4_Zn60_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ge63_to_He4_Zn60_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ge63_to_He4_Zn60_reaclib) = drate_dT;
-
-    }
-    rate_n_Ge64_to_p_Ga64_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ge64_to_p_Ga64_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ge64_to_p_Ga64_reaclib) = drate_dT;
-
-    }
-    rate_n_Ge64_to_He4_Zn61_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_Ge64_to_He4_Zn61_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_Ge64_to_He4_Zn61_reaclib) = drate_dT;
-
-    }
-    rate_p_d_to_n_p_p_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_d_to_n_p_p_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_d_to_n_p_p_reaclib) = drate_dT;
-
-    }
-    rate_He3_He3_to_p_p_He4_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He3_He3_to_p_p_He4_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He3_He3_to_p_p_He4_reaclib) = drate_dT;
-
-    }
-    rate_d_Li7_to_n_He4_He4_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_d_Li7_to_n_He4_He4_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_d_Li7_to_n_He4_He4_reaclib) = drate_dT;
-
-    }
-    rate_d_Be7_to_p_He4_He4_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_d_Be7_to_p_He4_He4_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_d_Be7_to_p_He4_He4_reaclib) = drate_dT;
-
-    }
-    rate_p_Be9_to_d_He4_He4_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Be9_to_d_He4_He4_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Be9_to_d_He4_He4_reaclib) = drate_dT;
-
-    }
-    rate_n_B8_to_p_He4_He4_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_B8_to_p_He4_He4_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_B8_to_p_He4_He4_reaclib) = drate_dT;
-
-    }
-    rate_p_B11_to_He4_He4_He4_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_B11_to_He4_He4_He4_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_B11_to_He4_He4_He4_reaclib) = drate_dT;
-
-    }
-    rate_He3_Li7_to_n_p_He4_He4_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He3_Li7_to_n_p_He4_He4_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He3_Li7_to_n_p_He4_He4_reaclib) = drate_dT;
-
-    }
-    rate_He3_Be7_to_p_p_He4_He4_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He3_Be7_to_p_p_He4_He4_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He3_Be7_to_p_p_He4_He4_reaclib) = drate_dT;
-
-    }
-    rate_p_Be9_to_n_p_He4_He4_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_Be9_to_n_p_He4_He4_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_Be9_to_n_p_He4_He4_reaclib) = drate_dT;
-
-    }
-    rate_n_p_He4_to_Li6_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_p_He4_to_Li6_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_p_He4_to_Li6_reaclib) = drate_dT;
-
-    }
-    rate_n_He4_He4_to_Be9_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_He4_He4_to_Be9_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_He4_He4_to_Be9_reaclib) = drate_dT;
-
-    }
-    rate_He4_He4_He4_to_C12_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib) = drate_dT;
-
-    }
-    rate_n_p_p_to_p_d_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_p_p_to_p_d_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_p_p_to_p_d_reaclib) = drate_dT;
-
-    }
-    rate_p_p_He4_to_He3_He3_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_p_He4_to_He3_He3_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_p_He4_to_He3_He3_reaclib) = drate_dT;
-
-    }
-    rate_n_He4_He4_to_d_Li7_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_He4_He4_to_d_Li7_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_He4_He4_to_d_Li7_reaclib) = drate_dT;
-
-    }
-    rate_p_He4_He4_to_n_B8_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_He4_He4_to_n_B8_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_He4_He4_to_n_B8_reaclib) = drate_dT;
-
-    }
-    rate_p_He4_He4_to_d_Be7_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_He4_He4_to_d_Be7_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_He4_He4_to_d_Be7_reaclib) = drate_dT;
-
-    }
-    rate_d_He4_He4_to_p_Be9_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_d_He4_He4_to_p_Be9_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_d_He4_He4_to_p_Be9_reaclib) = drate_dT;
-
-    }
-    rate_He4_He4_He4_to_p_B11_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_He4_He4_He4_to_p_B11_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_p_B11_reaclib) = drate_dT;
-
-    }
-    rate_n_p_He4_He4_to_He3_Li7_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_p_He4_He4_to_He3_Li7_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_p_He4_He4_to_He3_Li7_reaclib) = drate_dT;
-
-    }
-    rate_n_p_He4_He4_to_p_Be9_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_n_p_He4_He4_to_p_Be9_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_n_p_He4_He4_to_p_Be9_reaclib) = drate_dT;
-
-    }
-    rate_p_p_He4_He4_to_He3_Be7_reaclib<do_T_derivatives>(tfactors, rate, drate_dT);
-    rate_eval.screened_rates(k_p_p_He4_He4_to_He3_Be7_reaclib) = rate;
-    if constexpr (std::is_same_v<T, rate_derivs_t>) {
-        rate_eval.dscreened_rates_dT(k_p_p_He4_He4_to_He3_Be7_reaclib) = drate_dT;
+    {
+        // p_p_to_d_reaclib_beta_pos
 
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_p);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_p);
+        }
+#endif
+        rate_p_p_to_d_reaclib_beta_pos<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_p_to_d_reaclib_beta_pos) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_p_to_d_reaclib_beta_pos) = drate_dT;
+        }
+    }
+
+    {
+        // p_p_to_d_reaclib_electron_capture
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_p);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_p);
+        }
+#endif
+        rate_p_p_to_d_reaclib_electron_capture<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_p_to_d_reaclib_electron_capture) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_p_to_d_reaclib_electron_capture) = drate_dT;
+        }
+    }
+
+    {
+        // p_d_to_He3_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_d);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_d);
+        }
+#endif
+        rate_p_d_to_He3_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_d_to_He3_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_d_to_He3_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // d_d_to_He4_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_d_d);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_d_d);
+        }
+#endif
+        rate_d_d_to_He4_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_d_d_to_He4_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_d_d_to_He4_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_d_to_Li6_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_d_He4);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_d_He4);
+        }
+#endif
+        rate_He4_d_to_Li6_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_d_to_Li6_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_d_to_Li6_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_He3_to_He4_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_He3_to_He4_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_He3_to_He4_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_He3_to_He4_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_He3_to_He4_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_He3);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_He3);
+        }
+#endif
+        rate_p_He3_to_He4_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_He3_to_He4_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_He3_to_He4_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_He3_to_Be7_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He3_He4);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He3_He4);
+        }
+#endif
+        rate_He4_He3_to_Be7_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_He3_to_Be7_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_He3_to_Be7_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Li6_to_Li7_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Li6_to_Li7_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Li6_to_Li7_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Li6_to_Li7_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Li6_to_Be7_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Li6);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Li6);
+        }
+#endif
+        rate_p_Li6_to_Be7_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Li6_to_Be7_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Li6_to_Be7_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Li6_to_B10_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Li6);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Li6);
+        }
+#endif
+        rate_He4_Li6_to_B10_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Li6_to_B10_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Li6_to_B10_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Li7_to_B11_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Li7);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Li7);
+        }
+#endif
+        rate_He4_Li7_to_B11_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Li7_to_B11_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Li7_to_B11_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Be7_to_B8_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Be7);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Be7);
+        }
+#endif
+        rate_p_Be7_to_B8_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Be7_to_B8_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Be7_to_B8_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Be9_to_B10_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Be9);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Be9);
+        }
+#endif
+        rate_p_Be9_to_B10_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Be9_to_B10_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Be9_to_B10_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_B10_to_B11_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_B10_to_B11_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_B10_to_B11_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_B10_to_B11_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_B11_to_C12_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_B11);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_B11);
+        }
+#endif
+        rate_p_B11_to_C12_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_B11_to_C12_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_B11_to_C12_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_C12_to_C13_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_C12_to_C13_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_C12_to_C13_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_C12_to_C13_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_C12_to_N13_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_C12);
+        }
+#endif
+        rate_p_C12_to_N13_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_C12_to_N13_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_C12_to_N13_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_C12_to_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_C12);
+        }
+#endif
+        rate_He4_C12_to_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_C12_to_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_C12_to_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_C13_to_C14_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_C13_to_C14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_C13_to_C14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_C13_to_C14_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_C13_to_N14_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_C13);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_C13);
+        }
+#endif
+        rate_p_C13_to_N14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_C13_to_N14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_C13_to_N14_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_C14_to_N15_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_C14);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_C14);
+        }
+#endif
+        rate_p_C14_to_N15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_C14_to_N15_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_C14_to_N15_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_C14_to_O18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_C14);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_C14);
+        }
+#endif
+        rate_He4_C14_to_O18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_C14_to_O18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_C14_to_O18_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_N13_to_N14_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_N13_to_N14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_N13_to_N14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_N13_to_N14_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_N13_to_O14_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_N13);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_N13);
+        }
+#endif
+        rate_p_N13_to_O14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_N13_to_O14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_N13_to_O14_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_N14_to_N15_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_N14_to_N15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_N14_to_N15_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_N14_to_N15_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_N14_to_O15_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_N14);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_N14);
+        }
+#endif
+        rate_p_N14_to_O15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_N14_to_O15_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_N14_to_O15_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_N14_to_F18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_N14);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_N14);
+        }
+#endif
+        rate_He4_N14_to_F18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_N14_to_F18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_N14_to_F18_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_N15_to_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_N15);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_N15);
+        }
+#endif
+        rate_p_N15_to_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_N15_to_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_N15_to_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_N15_to_F19_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_N15);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_N15);
+        }
+#endif
+        rate_He4_N15_to_F19_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_N15_to_F19_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_N15_to_F19_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_O14_to_O15_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_O14_to_O15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_O14_to_O15_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_O14_to_O15_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O14_to_Ne18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O14);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O14);
+        }
+#endif
+        rate_He4_O14_to_Ne18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_O14_to_Ne18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O14_to_Ne18_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_O15_to_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_O15_to_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_O15_to_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_O15_to_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O15_to_Ne19_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O15);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O15);
+        }
+#endif
+        rate_He4_O15_to_Ne19_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_O15_to_Ne19_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O15_to_Ne19_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_O16_to_O17_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_O16_to_O17_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_O16_to_O17_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_O16_to_O17_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_O16_to_F17_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O16);
+        }
+#endif
+        rate_p_O16_to_F17_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_O16_to_F17_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O16_to_F17_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O16_to_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O16);
+        }
+#endif
+        rate_He4_O16_to_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_O16_to_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O16_to_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_O17_to_O18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_O17_to_O18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_O17_to_O18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_O17_to_O18_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_O17_to_F18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O17);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O17);
+        }
+#endif
+        rate_p_O17_to_F18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_O17_to_F18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O17_to_F18_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O17_to_Ne21_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O17);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O17);
+        }
+#endif
+        rate_He4_O17_to_Ne21_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_O17_to_Ne21_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O17_to_Ne21_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_O18_to_F19_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O18);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O18);
+        }
+#endif
+        rate_p_O18_to_F19_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_O18_to_F19_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O18_to_F19_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O18_to_Ne22_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O18);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O18);
+        }
+#endif
+        rate_He4_O18_to_Ne22_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_O18_to_Ne22_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O18_to_Ne22_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_F17_to_F18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_F17_to_F18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_F17_to_F18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_F17_to_F18_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_F17_to_Ne18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_F17);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_F17);
+        }
+#endif
+        rate_p_F17_to_Ne18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_F17_to_Ne18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_F17_to_Ne18_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_F17_to_Na21_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_F17);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_F17);
+        }
+#endif
+        rate_He4_F17_to_Na21_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_F17_to_Na21_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_F17_to_Na21_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_F18_to_F19_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_F18_to_F19_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_F18_to_F19_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_F18_to_F19_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_F18_to_Ne19_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_F18);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_F18);
+        }
+#endif
+        rate_p_F18_to_Ne19_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_F18_to_Ne19_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_F18_to_Ne19_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_F18_to_Na22_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_F18);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_F18);
+        }
+#endif
+        rate_He4_F18_to_Na22_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_F18_to_Na22_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_F18_to_Na22_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_F19_to_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_F19);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_F19);
+        }
+#endif
+        rate_p_F19_to_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_F19_to_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_F19_to_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_F19_to_Na23_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_F19);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_F19);
+        }
+#endif
+        rate_He4_F19_to_Na23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_F19_to_Na23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_F19_to_Na23_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ne18_to_Ne19_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ne18_to_Ne19_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ne18_to_Ne19_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ne18_to_Ne19_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ne19_to_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ne19_to_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ne19_to_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ne19_to_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ne19_to_Mg23_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ne19);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ne19);
+        }
+#endif
+        rate_He4_Ne19_to_Mg23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ne19_to_Mg23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ne19_to_Mg23_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ne20_to_Ne21_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ne20_to_Ne21_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ne20_to_Ne21_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ne20_to_Ne21_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ne20_to_Na21_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ne20);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ne20);
+        }
+#endif
+        rate_p_Ne20_to_Na21_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ne20_to_Na21_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ne20_to_Na21_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ne20_to_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ne20);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ne20);
+        }
+#endif
+        rate_He4_Ne20_to_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ne20_to_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ne20_to_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ne21_to_Ne22_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ne21_to_Ne22_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ne21_to_Ne22_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ne21_to_Ne22_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ne21_to_Na22_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ne21);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ne21);
+        }
+#endif
+        rate_p_Ne21_to_Na22_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ne21_to_Na22_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ne21_to_Na22_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ne21_to_Mg25_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ne21);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ne21);
+        }
+#endif
+        rate_He4_Ne21_to_Mg25_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ne21_to_Mg25_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ne21_to_Mg25_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ne22_to_Na23_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ne22);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ne22);
+        }
+#endif
+        rate_p_Ne22_to_Na23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ne22_to_Na23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ne22_to_Na23_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ne22_to_Mg26_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ne22);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ne22);
+        }
+#endif
+        rate_He4_Ne22_to_Mg26_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ne22_to_Mg26_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ne22_to_Mg26_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Na21_to_Na22_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Na21_to_Na22_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Na21_to_Na22_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Na21_to_Na22_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Na21_to_Al25_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Na21);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Na21);
+        }
+#endif
+        rate_He4_Na21_to_Al25_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Na21_to_Al25_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Na21_to_Al25_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Na22_to_Na23_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Na22_to_Na23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Na22_to_Na23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Na22_to_Na23_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Na22_to_Mg23_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Na22);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Na22);
+        }
+#endif
+        rate_p_Na22_to_Mg23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Na22_to_Mg23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Na22_to_Mg23_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Na22_to_Al26_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Na22);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Na22);
+        }
+#endif
+        rate_He4_Na22_to_Al26_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Na22_to_Al26_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Na22_to_Al26_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Na23_to_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Na23);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Na23);
+        }
+#endif
+        rate_p_Na23_to_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Na23_to_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Na23_to_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Na23_to_Al27_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Na23);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Na23);
+        }
+#endif
+        rate_He4_Na23_to_Al27_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Na23_to_Al27_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Na23_to_Al27_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Mg23_to_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Mg23_to_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Mg23_to_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Mg23_to_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Mg24_to_Mg25_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Mg24_to_Mg25_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Mg24_to_Mg25_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Mg24_to_Mg25_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Mg24_to_Al25_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Mg24);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Mg24);
+        }
+#endif
+        rate_p_Mg24_to_Al25_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Mg24_to_Al25_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Mg24_to_Al25_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mg24_to_Si28_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mg24);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mg24);
+        }
+#endif
+        rate_He4_Mg24_to_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Mg24_to_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mg24_to_Si28_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Mg25_to_Mg26_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Mg25_to_Mg26_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Mg25_to_Mg26_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Mg25_to_Mg26_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Mg25_to_Al26_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Mg25);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Mg25);
+        }
+#endif
+        rate_p_Mg25_to_Al26_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Mg25_to_Al26_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Mg25_to_Al26_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mg25_to_Si29_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mg25);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mg25);
+        }
+#endif
+        rate_He4_Mg25_to_Si29_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Mg25_to_Si29_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mg25_to_Si29_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Mg26_to_Al27_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Mg26);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Mg26);
+        }
+#endif
+        rate_p_Mg26_to_Al27_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Mg26_to_Al27_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Mg26_to_Al27_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mg26_to_Si30_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mg26);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mg26);
+        }
+#endif
+        rate_He4_Mg26_to_Si30_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Mg26_to_Si30_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mg26_to_Si30_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Al25_to_Al26_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Al25_to_Al26_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Al25_to_Al26_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Al25_to_Al26_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Al25_to_P29_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Al25);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Al25);
+        }
+#endif
+        rate_He4_Al25_to_P29_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Al25_to_P29_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Al25_to_P29_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Al26_to_Al27_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Al26_to_Al27_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Al26_to_Al27_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Al26_to_Al27_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Al26_to_P30_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Al26);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Al26);
+        }
+#endif
+        rate_He4_Al26_to_P30_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Al26_to_P30_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Al26_to_P30_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Al27_to_Si28_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Al27);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Al27);
+        }
+#endif
+        rate_p_Al27_to_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Al27_to_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Al27_to_Si28_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Al27_to_P31_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Al27);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Al27);
+        }
+#endif
+        rate_He4_Al27_to_P31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Al27_to_P31_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Al27_to_P31_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Si28_to_Si29_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Si28_to_Si29_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Si28_to_Si29_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Si28_to_Si29_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Si28_to_P29_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Si28);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Si28);
+        }
+#endif
+        rate_p_Si28_to_P29_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Si28_to_P29_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Si28_to_P29_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Si28_to_S32_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Si28);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Si28);
+        }
+#endif
+        rate_He4_Si28_to_S32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Si28_to_S32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Si28_to_S32_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Si29_to_Si30_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Si29_to_Si30_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Si29_to_Si30_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Si29_to_Si30_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Si29_to_P30_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Si29);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Si29);
+        }
+#endif
+        rate_p_Si29_to_P30_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Si29_to_P30_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Si29_to_P30_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Si29_to_S33_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Si29);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Si29);
+        }
+#endif
+        rate_He4_Si29_to_S33_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Si29_to_S33_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Si29_to_S33_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Si30_to_Si31_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Si30_to_Si31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Si30_to_Si31_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Si30_to_Si31_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Si30_to_P31_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Si30);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Si30);
+        }
+#endif
+        rate_p_Si30_to_P31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Si30_to_P31_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Si30_to_P31_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Si30_to_S34_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Si30);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Si30);
+        }
+#endif
+        rate_He4_Si30_to_S34_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Si30_to_S34_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Si30_to_S34_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Si31_to_Si32_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Si31_to_Si32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Si31_to_Si32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Si31_to_Si32_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Si31_to_P32_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Si31);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Si31);
+        }
+#endif
+        rate_p_Si31_to_P32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Si31_to_P32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Si31_to_P32_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Si31_to_S35_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Si31);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Si31);
+        }
+#endif
+        rate_He4_Si31_to_S35_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Si31_to_S35_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Si31_to_S35_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Si32_to_P33_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Si32);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Si32);
+        }
+#endif
+        rate_p_Si32_to_P33_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Si32_to_P33_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Si32_to_P33_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Si32_to_S36_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Si32);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Si32);
+        }
+#endif
+        rate_He4_Si32_to_S36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Si32_to_S36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Si32_to_S36_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_P29_to_P30_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_P29_to_P30_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_P29_to_P30_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_P29_to_P30_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_P29_to_Cl33_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_P29);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_P29);
+        }
+#endif
+        rate_He4_P29_to_Cl33_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_P29_to_Cl33_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_P29_to_Cl33_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_P30_to_P31_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_P30_to_P31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_P30_to_P31_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_P30_to_P31_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_P30_to_Cl34_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_P30);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_P30);
+        }
+#endif
+        rate_He4_P30_to_Cl34_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_P30_to_Cl34_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_P30_to_Cl34_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_P31_to_P32_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_P31_to_P32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_P31_to_P32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_P31_to_P32_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_P31_to_S32_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_P31);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_P31);
+        }
+#endif
+        rate_p_P31_to_S32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_P31_to_S32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_P31_to_S32_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_P31_to_Cl35_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_P31);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_P31);
+        }
+#endif
+        rate_He4_P31_to_Cl35_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_P31_to_Cl35_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_P31_to_Cl35_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_P32_to_P33_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_P32_to_P33_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_P32_to_P33_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_P32_to_P33_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_P32_to_S33_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_P32);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_P32);
+        }
+#endif
+        rate_p_P32_to_S33_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_P32_to_S33_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_P32_to_S33_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_P32_to_Cl36_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_P32);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_P32);
+        }
+#endif
+        rate_He4_P32_to_Cl36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_P32_to_Cl36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_P32_to_Cl36_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_P33_to_S34_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_P33);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_P33);
+        }
+#endif
+        rate_p_P33_to_S34_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_P33_to_S34_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_P33_to_S34_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_P33_to_Cl37_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_P33);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_P33);
+        }
+#endif
+        rate_He4_P33_to_Cl37_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_P33_to_Cl37_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_P33_to_Cl37_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_S32_to_S33_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_S32_to_S33_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_S32_to_S33_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_S32_to_S33_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_S32_to_Cl33_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_S32);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_S32);
+        }
+#endif
+        rate_p_S32_to_Cl33_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_S32_to_Cl33_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_S32_to_Cl33_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_S32_to_Ar36_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_S32);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_S32);
+        }
+#endif
+        rate_He4_S32_to_Ar36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_S32_to_Ar36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_S32_to_Ar36_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_S33_to_S34_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_S33_to_S34_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_S33_to_S34_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_S33_to_S34_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_S33_to_Cl34_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_S33);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_S33);
+        }
+#endif
+        rate_p_S33_to_Cl34_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_S33_to_Cl34_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_S33_to_Cl34_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_S33_to_Ar37_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_S33);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_S33);
+        }
+#endif
+        rate_He4_S33_to_Ar37_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_S33_to_Ar37_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_S33_to_Ar37_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_S34_to_S35_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_S34_to_S35_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_S34_to_S35_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_S34_to_S35_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_S34_to_Cl35_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_S34);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_S34);
+        }
+#endif
+        rate_p_S34_to_Cl35_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_S34_to_Cl35_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_S34_to_Cl35_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_S34_to_Ar38_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_S34);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_S34);
+        }
+#endif
+        rate_He4_S34_to_Ar38_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_S34_to_Ar38_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_S34_to_Ar38_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_S35_to_S36_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_S35_to_S36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_S35_to_S36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_S35_to_S36_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_S35_to_Cl36_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_S35);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_S35);
+        }
+#endif
+        rate_p_S35_to_Cl36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_S35_to_Cl36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_S35_to_Cl36_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_S35_to_Ar39_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_S35);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_S35);
+        }
+#endif
+        rate_He4_S35_to_Ar39_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_S35_to_Ar39_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_S35_to_Ar39_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_S36_to_Cl37_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_S36);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_S36);
+        }
+#endif
+        rate_p_S36_to_Cl37_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_S36_to_Cl37_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_S36_to_Cl37_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_S36_to_Ar40_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_S36);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_S36);
+        }
+#endif
+        rate_He4_S36_to_Ar40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_S36_to_Ar40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_S36_to_Ar40_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cl33_to_Cl34_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cl33_to_Cl34_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cl33_to_Cl34_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cl33_to_Cl34_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cl33_to_K37_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cl33);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cl33);
+        }
+#endif
+        rate_He4_Cl33_to_K37_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cl33_to_K37_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cl33_to_K37_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cl34_to_Cl35_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cl34_to_Cl35_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cl34_to_Cl35_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cl34_to_Cl35_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cl34_to_K38_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cl34);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cl34);
+        }
+#endif
+        rate_He4_Cl34_to_K38_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cl34_to_K38_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cl34_to_K38_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cl35_to_Cl36_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cl35_to_Cl36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cl35_to_Cl36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cl35_to_Cl36_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cl35_to_Ar36_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cl35);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cl35);
+        }
+#endif
+        rate_p_Cl35_to_Ar36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cl35_to_Ar36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cl35_to_Ar36_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cl35_to_K39_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cl35);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cl35);
+        }
+#endif
+        rate_He4_Cl35_to_K39_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cl35_to_K39_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cl35_to_K39_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cl36_to_Cl37_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cl36_to_Cl37_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cl36_to_Cl37_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cl36_to_Cl37_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cl36_to_Ar37_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cl36);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cl36);
+        }
+#endif
+        rate_p_Cl36_to_Ar37_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cl36_to_Ar37_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cl36_to_Ar37_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cl36_to_K40_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cl36);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cl36);
+        }
+#endif
+        rate_He4_Cl36_to_K40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cl36_to_K40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cl36_to_K40_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cl37_to_Ar38_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cl37);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cl37);
+        }
+#endif
+        rate_p_Cl37_to_Ar38_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cl37_to_Ar38_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cl37_to_Ar38_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cl37_to_K41_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cl37);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cl37);
+        }
+#endif
+        rate_He4_Cl37_to_K41_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cl37_to_K41_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cl37_to_K41_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ar36_to_Ar37_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ar36_to_Ar37_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ar36_to_Ar37_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ar36_to_Ar37_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ar36_to_K37_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ar36);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ar36);
+        }
+#endif
+        rate_p_Ar36_to_K37_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ar36_to_K37_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ar36_to_K37_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ar36_to_Ca40_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ar36);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ar36);
+        }
+#endif
+        rate_He4_Ar36_to_Ca40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ar36_to_Ca40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ar36_to_Ca40_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ar37_to_Ar38_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ar37_to_Ar38_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ar37_to_Ar38_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ar37_to_Ar38_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ar37_to_K38_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ar37);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ar37);
+        }
+#endif
+        rate_p_Ar37_to_K38_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ar37_to_K38_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ar37_to_K38_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ar37_to_Ca41_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ar37);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ar37);
+        }
+#endif
+        rate_He4_Ar37_to_Ca41_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ar37_to_Ca41_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ar37_to_Ca41_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ar38_to_Ar39_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ar38_to_Ar39_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ar38_to_Ar39_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ar38_to_Ar39_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ar38_to_K39_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ar38);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ar38);
+        }
+#endif
+        rate_p_Ar38_to_K39_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ar38_to_K39_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ar38_to_K39_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ar38_to_Ca42_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ar38);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ar38);
+        }
+#endif
+        rate_He4_Ar38_to_Ca42_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ar38_to_Ca42_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ar38_to_Ca42_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ar39_to_Ar40_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ar39_to_Ar40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ar39_to_Ar40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ar39_to_Ar40_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ar39_to_K40_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ar39);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ar39);
+        }
+#endif
+        rate_p_Ar39_to_K40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ar39_to_K40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ar39_to_K40_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ar39_to_Ca43_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ar39);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ar39);
+        }
+#endif
+        rate_He4_Ar39_to_Ca43_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ar39_to_Ca43_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ar39_to_Ca43_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ar40_to_K41_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ar40);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ar40);
+        }
+#endif
+        rate_p_Ar40_to_K41_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ar40_to_K41_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ar40_to_K41_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ar40_to_Ca44_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ar40);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ar40);
+        }
+#endif
+        rate_He4_Ar40_to_Ca44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ar40_to_Ca44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ar40_to_Ca44_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_K37_to_K38_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_K37_to_K38_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_K37_to_K38_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_K37_to_K38_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_K38_to_K39_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_K38_to_K39_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_K38_to_K39_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_K38_to_K39_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_K39_to_K40_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_K39_to_K40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_K39_to_K40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_K39_to_K40_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_K39_to_Ca40_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_K39);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_K39);
+        }
+#endif
+        rate_p_K39_to_Ca40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_K39_to_Ca40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_K39_to_Ca40_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_K39_to_Sc43_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_K39);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_K39);
+        }
+#endif
+        rate_He4_K39_to_Sc43_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_K39_to_Sc43_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_K39_to_Sc43_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_K40_to_K41_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_K40_to_K41_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_K40_to_K41_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_K40_to_K41_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_K40_to_Ca41_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_K40);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_K40);
+        }
+#endif
+        rate_p_K40_to_Ca41_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_K40_to_Ca41_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_K40_to_Ca41_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_K40_to_Sc44_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_K40);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_K40);
+        }
+#endif
+        rate_He4_K40_to_Sc44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_K40_to_Sc44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_K40_to_Sc44_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_K41_to_Ca42_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_K41);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_K41);
+        }
+#endif
+        rate_p_K41_to_Ca42_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_K41_to_Ca42_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_K41_to_Ca42_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_K41_to_Sc45_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_K41);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_K41);
+        }
+#endif
+        rate_He4_K41_to_Sc45_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_K41_to_Sc45_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_K41_to_Sc45_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ca40_to_Ca41_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ca40_to_Ca41_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ca40_to_Ca41_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ca40_to_Ca41_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ca40_to_Ti44_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ca40);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ca40);
+        }
+#endif
+        rate_He4_Ca40_to_Ti44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ca40_to_Ti44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ca40_to_Ti44_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ca41_to_Ca42_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ca41_to_Ca42_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ca41_to_Ca42_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ca41_to_Ca42_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ca41_to_Ti45_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ca41);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ca41);
+        }
+#endif
+        rate_He4_Ca41_to_Ti45_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ca41_to_Ti45_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ca41_to_Ti45_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ca42_to_Ca43_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ca42_to_Ca43_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ca42_to_Ca43_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ca42_to_Ca43_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ca42_to_Sc43_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ca42);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ca42);
+        }
+#endif
+        rate_p_Ca42_to_Sc43_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ca42_to_Sc43_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ca42_to_Sc43_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ca42_to_Ti46_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ca42);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ca42);
+        }
+#endif
+        rate_He4_Ca42_to_Ti46_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ca42_to_Ti46_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ca42_to_Ti46_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ca43_to_Ca44_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ca43_to_Ca44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ca43_to_Ca44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ca43_to_Ca44_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ca43_to_Sc44_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ca43);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ca43);
+        }
+#endif
+        rate_p_Ca43_to_Sc44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ca43_to_Sc44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ca43_to_Sc44_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ca43_to_Ti47_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ca43);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ca43);
+        }
+#endif
+        rate_He4_Ca43_to_Ti47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ca43_to_Ti47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ca43_to_Ti47_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ca44_to_Ca45_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ca44_to_Ca45_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ca44_to_Ca45_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ca44_to_Ca45_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ca44_to_Sc45_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ca44);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ca44);
+        }
+#endif
+        rate_p_Ca44_to_Sc45_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ca44_to_Sc45_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ca44_to_Sc45_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ca44_to_Ti48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ca44);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ca44);
+        }
+#endif
+        rate_He4_Ca44_to_Ti48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ca44_to_Ti48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ca44_to_Ti48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ca45_to_Ca46_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ca45_to_Ca46_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ca45_to_Ca46_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ca45_to_Ca46_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ca45_to_Sc46_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ca45);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ca45);
+        }
+#endif
+        rate_p_Ca45_to_Sc46_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ca45_to_Sc46_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ca45_to_Sc46_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ca45_to_Ti49_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ca45);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ca45);
+        }
+#endif
+        rate_He4_Ca45_to_Ti49_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ca45_to_Ti49_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ca45_to_Ti49_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ca46_to_Ca47_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ca46_to_Ca47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ca46_to_Ca47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ca46_to_Ca47_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ca46_to_Sc47_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ca46);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ca46);
+        }
+#endif
+        rate_p_Ca46_to_Sc47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ca46_to_Sc47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ca46_to_Sc47_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ca46_to_Ti50_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ca46);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ca46);
+        }
+#endif
+        rate_He4_Ca46_to_Ti50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ca46_to_Ti50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ca46_to_Ti50_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ca47_to_Ca48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ca47_to_Ca48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ca47_to_Ca48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ca47_to_Ca48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ca47_to_Sc48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ca47);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ca47);
+        }
+#endif
+        rate_p_Ca47_to_Sc48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ca47_to_Sc48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ca47_to_Sc48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ca47_to_Ti51_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ca47);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ca47);
+        }
+#endif
+        rate_He4_Ca47_to_Ti51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ca47_to_Ti51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ca47_to_Ti51_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ca48_to_Sc49_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ca48);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ca48);
+        }
+#endif
+        rate_p_Ca48_to_Sc49_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ca48_to_Sc49_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ca48_to_Sc49_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Sc43_to_Sc44_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Sc43_to_Sc44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Sc43_to_Sc44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Sc43_to_Sc44_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Sc43_to_Ti44_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Sc43);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Sc43);
+        }
+#endif
+        rate_p_Sc43_to_Ti44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Sc43_to_Ti44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Sc43_to_Ti44_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Sc43_to_V47_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Sc43);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Sc43);
+        }
+#endif
+        rate_He4_Sc43_to_V47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Sc43_to_V47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Sc43_to_V47_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Sc44_to_Sc45_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Sc44_to_Sc45_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Sc44_to_Sc45_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Sc44_to_Sc45_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Sc44_to_Ti45_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Sc44);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Sc44);
+        }
+#endif
+        rate_p_Sc44_to_Ti45_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Sc44_to_Ti45_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Sc44_to_Ti45_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Sc44_to_V48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Sc44);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Sc44);
+        }
+#endif
+        rate_He4_Sc44_to_V48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Sc44_to_V48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Sc44_to_V48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Sc45_to_Sc46_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Sc45_to_Sc46_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Sc45_to_Sc46_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Sc45_to_Sc46_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Sc45_to_Ti46_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Sc45);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Sc45);
+        }
+#endif
+        rate_p_Sc45_to_Ti46_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Sc45_to_Ti46_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Sc45_to_Ti46_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Sc45_to_V49_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Sc45);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Sc45);
+        }
+#endif
+        rate_He4_Sc45_to_V49_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Sc45_to_V49_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Sc45_to_V49_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Sc46_to_Sc47_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Sc46_to_Sc47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Sc46_to_Sc47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Sc46_to_Sc47_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Sc46_to_Ti47_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Sc46);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Sc46);
+        }
+#endif
+        rate_p_Sc46_to_Ti47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Sc46_to_Ti47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Sc46_to_Ti47_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Sc46_to_V50_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Sc46);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Sc46);
+        }
+#endif
+        rate_He4_Sc46_to_V50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Sc46_to_V50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Sc46_to_V50_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Sc47_to_Sc48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Sc47_to_Sc48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Sc47_to_Sc48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Sc47_to_Sc48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Sc47_to_Ti48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Sc47);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Sc47);
+        }
+#endif
+        rate_p_Sc47_to_Ti48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Sc47_to_Ti48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Sc47_to_Ti48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Sc47_to_V51_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Sc47);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Sc47);
+        }
+#endif
+        rate_He4_Sc47_to_V51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Sc47_to_V51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Sc47_to_V51_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Sc48_to_Sc49_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Sc48_to_Sc49_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Sc48_to_Sc49_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Sc48_to_Sc49_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Sc48_to_Ti49_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Sc48);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Sc48);
+        }
+#endif
+        rate_p_Sc48_to_Ti49_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Sc48_to_Ti49_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Sc48_to_Ti49_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Sc48_to_V52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Sc48);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Sc48);
+        }
+#endif
+        rate_He4_Sc48_to_V52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Sc48_to_V52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Sc48_to_V52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Sc49_to_Ti50_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Sc49);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Sc49);
+        }
+#endif
+        rate_p_Sc49_to_Ti50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Sc49_to_Ti50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Sc49_to_Ti50_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ti44_to_Ti45_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ti44_to_Ti45_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ti44_to_Ti45_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ti44_to_Ti45_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ti44_to_Cr48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ti44);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ti44);
+        }
+#endif
+        rate_He4_Ti44_to_Cr48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ti44_to_Cr48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ti44_to_Cr48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ti45_to_Ti46_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ti45_to_Ti46_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ti45_to_Ti46_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ti45_to_Ti46_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ti45_to_V46_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ti45);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ti45);
+        }
+#endif
+        rate_p_Ti45_to_V46_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ti45_to_V46_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ti45_to_V46_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ti45_to_Cr49_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ti45);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ti45);
+        }
+#endif
+        rate_He4_Ti45_to_Cr49_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ti45_to_Cr49_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ti45_to_Cr49_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ti46_to_Ti47_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ti46_to_Ti47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ti46_to_Ti47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ti46_to_Ti47_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ti46_to_V47_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ti46);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ti46);
+        }
+#endif
+        rate_p_Ti46_to_V47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ti46_to_V47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ti46_to_V47_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ti46_to_Cr50_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ti46);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ti46);
+        }
+#endif
+        rate_He4_Ti46_to_Cr50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ti46_to_Cr50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ti46_to_Cr50_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ti47_to_Ti48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ti47_to_Ti48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ti47_to_Ti48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ti47_to_Ti48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ti47_to_V48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ti47);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ti47);
+        }
+#endif
+        rate_p_Ti47_to_V48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ti47_to_V48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ti47_to_V48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ti47_to_Cr51_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ti47);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ti47);
+        }
+#endif
+        rate_He4_Ti47_to_Cr51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ti47_to_Cr51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ti47_to_Cr51_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ti48_to_Ti49_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ti48_to_Ti49_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ti48_to_Ti49_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ti48_to_Ti49_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ti48_to_V49_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ti48);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ti48);
+        }
+#endif
+        rate_p_Ti48_to_V49_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ti48_to_V49_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ti48_to_V49_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ti48_to_Cr52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ti48);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ti48);
+        }
+#endif
+        rate_He4_Ti48_to_Cr52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ti48_to_Cr52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ti48_to_Cr52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ti49_to_Ti50_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ti49_to_Ti50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ti49_to_Ti50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ti49_to_Ti50_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ti49_to_V50_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ti49);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ti49);
+        }
+#endif
+        rate_p_Ti49_to_V50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ti49_to_V50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ti49_to_V50_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ti49_to_Cr53_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ti49);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ti49);
+        }
+#endif
+        rate_He4_Ti49_to_Cr53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ti49_to_Cr53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ti49_to_Cr53_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ti50_to_Ti51_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ti50_to_Ti51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ti50_to_Ti51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ti50_to_Ti51_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ti50_to_V51_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ti50);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ti50);
+        }
+#endif
+        rate_p_Ti50_to_V51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ti50_to_V51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ti50_to_V51_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ti50_to_Cr54_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ti50);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ti50);
+        }
+#endif
+        rate_He4_Ti50_to_Cr54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ti50_to_Cr54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ti50_to_Cr54_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ti51_to_V52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ti51);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ti51);
+        }
+#endif
+        rate_p_Ti51_to_V52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ti51_to_V52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ti51_to_V52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_V46_to_V47_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_V46_to_V47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_V46_to_V47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_V46_to_V47_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_V46_to_Mn50_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_V46);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_V46);
+        }
+#endif
+        rate_He4_V46_to_Mn50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_V46_to_Mn50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_V46_to_Mn50_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_V47_to_V48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_V47_to_V48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_V47_to_V48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_V47_to_V48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_V47_to_Cr48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_V47);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_V47);
+        }
+#endif
+        rate_p_V47_to_Cr48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_V47_to_Cr48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_V47_to_Cr48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_V47_to_Mn51_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_V47);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_V47);
+        }
+#endif
+        rate_He4_V47_to_Mn51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_V47_to_Mn51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_V47_to_Mn51_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_V48_to_V49_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_V48_to_V49_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_V48_to_V49_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_V48_to_V49_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_V48_to_Cr49_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_V48);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_V48);
+        }
+#endif
+        rate_p_V48_to_Cr49_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_V48_to_Cr49_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_V48_to_Cr49_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_V48_to_Mn52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_V48);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_V48);
+        }
+#endif
+        rate_He4_V48_to_Mn52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_V48_to_Mn52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_V48_to_Mn52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_V49_to_V50_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_V49_to_V50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_V49_to_V50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_V49_to_V50_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_V49_to_Cr50_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_V49);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_V49);
+        }
+#endif
+        rate_p_V49_to_Cr50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_V49_to_Cr50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_V49_to_Cr50_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_V49_to_Mn53_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_V49);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_V49);
+        }
+#endif
+        rate_He4_V49_to_Mn53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_V49_to_Mn53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_V49_to_Mn53_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_V50_to_V51_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_V50_to_V51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_V50_to_V51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_V50_to_V51_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_V50_to_Cr51_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_V50);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_V50);
+        }
+#endif
+        rate_p_V50_to_Cr51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_V50_to_Cr51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_V50_to_Cr51_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_V50_to_Mn54_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_V50);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_V50);
+        }
+#endif
+        rate_He4_V50_to_Mn54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_V50_to_Mn54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_V50_to_Mn54_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_V51_to_V52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_V51_to_V52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_V51_to_V52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_V51_to_V52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_V51_to_Cr52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_V51);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_V51);
+        }
+#endif
+        rate_p_V51_to_Cr52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_V51_to_Cr52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_V51_to_Cr52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_V51_to_Mn55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_V51);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_V51);
+        }
+#endif
+        rate_He4_V51_to_Mn55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_V51_to_Mn55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_V51_to_Mn55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_V52_to_Cr53_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_V52);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_V52);
+        }
+#endif
+        rate_p_V52_to_Cr53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_V52_to_Cr53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_V52_to_Cr53_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cr48_to_Cr49_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cr48_to_Cr49_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cr48_to_Cr49_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cr48_to_Cr49_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cr48_to_Fe52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cr48);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cr48);
+        }
+#endif
+        rate_He4_Cr48_to_Fe52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cr48_to_Fe52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cr48_to_Fe52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cr49_to_Cr50_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cr49_to_Cr50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cr49_to_Cr50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cr49_to_Cr50_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cr49_to_Mn50_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cr49);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cr49);
+        }
+#endif
+        rate_p_Cr49_to_Mn50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cr49_to_Mn50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cr49_to_Mn50_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cr49_to_Fe53_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cr49);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cr49);
+        }
+#endif
+        rate_He4_Cr49_to_Fe53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cr49_to_Fe53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cr49_to_Fe53_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cr50_to_Cr51_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cr50_to_Cr51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cr50_to_Cr51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cr50_to_Cr51_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cr50_to_Mn51_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cr50);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cr50);
+        }
+#endif
+        rate_p_Cr50_to_Mn51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cr50_to_Mn51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cr50_to_Mn51_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cr50_to_Fe54_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cr50);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cr50);
+        }
+#endif
+        rate_He4_Cr50_to_Fe54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cr50_to_Fe54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cr50_to_Fe54_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cr51_to_Cr52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cr51_to_Cr52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cr51_to_Cr52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cr51_to_Cr52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cr51_to_Mn52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cr51);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cr51);
+        }
+#endif
+        rate_p_Cr51_to_Mn52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cr51_to_Mn52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cr51_to_Mn52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cr51_to_Fe55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cr51);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cr51);
+        }
+#endif
+        rate_He4_Cr51_to_Fe55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cr51_to_Fe55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cr51_to_Fe55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cr52_to_Cr53_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cr52_to_Cr53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cr52_to_Cr53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cr52_to_Cr53_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cr52_to_Mn53_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cr52);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cr52);
+        }
+#endif
+        rate_p_Cr52_to_Mn53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cr52_to_Mn53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cr52_to_Mn53_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cr52_to_Fe56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cr52);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cr52);
+        }
+#endif
+        rate_He4_Cr52_to_Fe56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cr52_to_Fe56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cr52_to_Fe56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cr53_to_Cr54_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cr53_to_Cr54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cr53_to_Cr54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cr53_to_Cr54_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cr53_to_Mn54_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cr53);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cr53);
+        }
+#endif
+        rate_p_Cr53_to_Mn54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cr53_to_Mn54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cr53_to_Mn54_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cr53_to_Fe57_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cr53);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cr53);
+        }
+#endif
+        rate_He4_Cr53_to_Fe57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cr53_to_Fe57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cr53_to_Fe57_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cr54_to_Mn55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cr54);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cr54);
+        }
+#endif
+        rate_p_Cr54_to_Mn55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cr54_to_Mn55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cr54_to_Mn55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cr54_to_Fe58_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cr54);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cr54);
+        }
+#endif
+        rate_He4_Cr54_to_Fe58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cr54_to_Fe58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cr54_to_Fe58_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Mn50_to_Mn51_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Mn50_to_Mn51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Mn50_to_Mn51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Mn50_to_Mn51_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mn50_to_Co54_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mn50);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mn50);
+        }
+#endif
+        rate_He4_Mn50_to_Co54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Mn50_to_Co54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mn50_to_Co54_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Mn51_to_Mn52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Mn51_to_Mn52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Mn51_to_Mn52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Mn51_to_Mn52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Mn51_to_Fe52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Mn51);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Mn51);
+        }
+#endif
+        rate_p_Mn51_to_Fe52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Mn51_to_Fe52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Mn51_to_Fe52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mn51_to_Co55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mn51);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mn51);
+        }
+#endif
+        rate_He4_Mn51_to_Co55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Mn51_to_Co55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mn51_to_Co55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Mn52_to_Mn53_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Mn52_to_Mn53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Mn52_to_Mn53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Mn52_to_Mn53_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Mn52_to_Fe53_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Mn52);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Mn52);
+        }
+#endif
+        rate_p_Mn52_to_Fe53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Mn52_to_Fe53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Mn52_to_Fe53_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mn52_to_Co56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mn52);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mn52);
+        }
+#endif
+        rate_He4_Mn52_to_Co56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Mn52_to_Co56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mn52_to_Co56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Mn53_to_Mn54_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Mn53_to_Mn54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Mn53_to_Mn54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Mn53_to_Mn54_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Mn53_to_Fe54_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Mn53);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Mn53);
+        }
+#endif
+        rate_p_Mn53_to_Fe54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Mn53_to_Fe54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Mn53_to_Fe54_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mn53_to_Co57_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mn53);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mn53);
+        }
+#endif
+        rate_He4_Mn53_to_Co57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Mn53_to_Co57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mn53_to_Co57_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Mn54_to_Mn55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Mn54_to_Mn55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Mn54_to_Mn55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Mn54_to_Mn55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Mn54_to_Fe55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Mn54);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Mn54);
+        }
+#endif
+        rate_p_Mn54_to_Fe55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Mn54_to_Fe55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Mn54_to_Fe55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mn54_to_Co58_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mn54);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mn54);
+        }
+#endif
+        rate_He4_Mn54_to_Co58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Mn54_to_Co58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mn54_to_Co58_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Mn55_to_Fe56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Mn55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Mn55);
+        }
+#endif
+        rate_p_Mn55_to_Fe56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Mn55_to_Fe56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Mn55_to_Fe56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mn55_to_Co59_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mn55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mn55);
+        }
+#endif
+        rate_He4_Mn55_to_Co59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Mn55_to_Co59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mn55_to_Co59_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Fe52_to_Fe53_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Fe52_to_Fe53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Fe52_to_Fe53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Fe52_to_Fe53_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Fe52_to_Co53_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Fe52);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Fe52);
+        }
+#endif
+        rate_p_Fe52_to_Co53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Fe52_to_Co53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Fe52_to_Co53_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe52_to_Ni56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe52);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe52);
+        }
+#endif
+        rate_He4_Fe52_to_Ni56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Fe52_to_Ni56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe52_to_Ni56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Fe53_to_Fe54_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Fe53_to_Fe54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Fe53_to_Fe54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Fe53_to_Fe54_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Fe53_to_Co54_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Fe53);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Fe53);
+        }
+#endif
+        rate_p_Fe53_to_Co54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Fe53_to_Co54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Fe53_to_Co54_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe53_to_Ni57_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe53);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe53);
+        }
+#endif
+        rate_He4_Fe53_to_Ni57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Fe53_to_Ni57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe53_to_Ni57_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Fe54_to_Fe55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Fe54_to_Fe55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Fe54_to_Fe55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Fe54_to_Fe55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Fe54_to_Co55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Fe54);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Fe54);
+        }
+#endif
+        rate_p_Fe54_to_Co55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Fe54_to_Co55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Fe54_to_Co55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe54_to_Ni58_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe54);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe54);
+        }
+#endif
+        rate_He4_Fe54_to_Ni58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Fe54_to_Ni58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe54_to_Ni58_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Fe55_to_Fe56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Fe55_to_Fe56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Fe55_to_Fe56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Fe55_to_Fe56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Fe55_to_Co56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Fe55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Fe55);
+        }
+#endif
+        rate_p_Fe55_to_Co56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Fe55_to_Co56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Fe55_to_Co56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe55_to_Ni59_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe55);
+        }
+#endif
+        rate_He4_Fe55_to_Ni59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Fe55_to_Ni59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe55_to_Ni59_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Fe56_to_Fe57_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Fe56_to_Fe57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Fe56_to_Fe57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Fe56_to_Fe57_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Fe56_to_Co57_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Fe56);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Fe56);
+        }
+#endif
+        rate_p_Fe56_to_Co57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Fe56_to_Co57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Fe56_to_Co57_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe56_to_Ni60_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe56);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe56);
+        }
+#endif
+        rate_He4_Fe56_to_Ni60_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Fe56_to_Ni60_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe56_to_Ni60_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Fe57_to_Fe58_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Fe57_to_Fe58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Fe57_to_Fe58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Fe57_to_Fe58_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Fe57_to_Co58_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Fe57);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Fe57);
+        }
+#endif
+        rate_p_Fe57_to_Co58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Fe57_to_Co58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Fe57_to_Co58_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe57_to_Ni61_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe57);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe57);
+        }
+#endif
+        rate_He4_Fe57_to_Ni61_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Fe57_to_Ni61_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe57_to_Ni61_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Fe58_to_Co59_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Fe58);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Fe58);
+        }
+#endif
+        rate_p_Fe58_to_Co59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Fe58_to_Co59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Fe58_to_Co59_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe58_to_Ni62_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe58);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe58);
+        }
+#endif
+        rate_He4_Fe58_to_Ni62_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Fe58_to_Ni62_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe58_to_Ni62_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Co53_to_Co54_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Co53_to_Co54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Co53_to_Co54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Co53_to_Co54_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Co53_to_Cu57_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Co53);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Co53);
+        }
+#endif
+        rate_He4_Co53_to_Cu57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Co53_to_Cu57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Co53_to_Cu57_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Co54_to_Co55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Co54_to_Co55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Co54_to_Co55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Co54_to_Co55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Co54_to_Cu58_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Co54);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Co54);
+        }
+#endif
+        rate_He4_Co54_to_Cu58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Co54_to_Cu58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Co54_to_Cu58_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Co55_to_Co56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Co55_to_Co56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Co55_to_Co56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Co55_to_Co56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Co55_to_Ni56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Co55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Co55);
+        }
+#endif
+        rate_p_Co55_to_Ni56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Co55_to_Ni56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Co55_to_Ni56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Co55_to_Cu59_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Co55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Co55);
+        }
+#endif
+        rate_He4_Co55_to_Cu59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Co55_to_Cu59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Co55_to_Cu59_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Co56_to_Co57_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Co56_to_Co57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Co56_to_Co57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Co56_to_Co57_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Co56_to_Ni57_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Co56);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Co56);
+        }
+#endif
+        rate_p_Co56_to_Ni57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Co56_to_Ni57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Co56_to_Ni57_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Co56_to_Cu60_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Co56);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Co56);
+        }
+#endif
+        rate_He4_Co56_to_Cu60_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Co56_to_Cu60_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Co56_to_Cu60_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Co57_to_Co58_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Co57_to_Co58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Co57_to_Co58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Co57_to_Co58_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Co57_to_Ni58_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Co57);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Co57);
+        }
+#endif
+        rate_p_Co57_to_Ni58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Co57_to_Ni58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Co57_to_Ni58_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Co57_to_Cu61_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Co57);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Co57);
+        }
+#endif
+        rate_He4_Co57_to_Cu61_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Co57_to_Cu61_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Co57_to_Cu61_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Co58_to_Co59_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Co58_to_Co59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Co58_to_Co59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Co58_to_Co59_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Co58_to_Ni59_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Co58);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Co58);
+        }
+#endif
+        rate_p_Co58_to_Ni59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Co58_to_Ni59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Co58_to_Ni59_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Co58_to_Cu62_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Co58);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Co58);
+        }
+#endif
+        rate_He4_Co58_to_Cu62_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Co58_to_Cu62_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Co58_to_Cu62_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Co59_to_Ni60_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Co59);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Co59);
+        }
+#endif
+        rate_p_Co59_to_Ni60_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Co59_to_Ni60_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Co59_to_Ni60_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Co59_to_Cu63_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Co59);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Co59);
+        }
+#endif
+        rate_He4_Co59_to_Cu63_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Co59_to_Cu63_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Co59_to_Cu63_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ni56_to_Ni57_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ni56_to_Ni57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ni56_to_Ni57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ni56_to_Ni57_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ni56_to_Cu57_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ni56);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ni56);
+        }
+#endif
+        rate_p_Ni56_to_Cu57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ni56_to_Cu57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ni56_to_Cu57_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ni56_to_Zn60_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ni56);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ni56);
+        }
+#endif
+        rate_He4_Ni56_to_Zn60_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ni56_to_Zn60_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ni56_to_Zn60_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ni57_to_Ni58_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ni57_to_Ni58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ni57_to_Ni58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ni57_to_Ni58_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ni57_to_Cu58_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ni57);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ni57);
+        }
+#endif
+        rate_p_Ni57_to_Cu58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ni57_to_Cu58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ni57_to_Cu58_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ni57_to_Zn61_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ni57);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ni57);
+        }
+#endif
+        rate_He4_Ni57_to_Zn61_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ni57_to_Zn61_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ni57_to_Zn61_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ni58_to_Ni59_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ni58_to_Ni59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ni58_to_Ni59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ni58_to_Ni59_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ni58_to_Cu59_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ni58);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ni58);
+        }
+#endif
+        rate_p_Ni58_to_Cu59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ni58_to_Cu59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ni58_to_Cu59_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ni58_to_Zn62_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ni58);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ni58);
+        }
+#endif
+        rate_He4_Ni58_to_Zn62_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ni58_to_Zn62_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ni58_to_Zn62_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ni59_to_Ni60_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ni59_to_Ni60_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ni59_to_Ni60_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ni59_to_Ni60_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ni59_to_Cu60_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ni59);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ni59);
+        }
+#endif
+        rate_p_Ni59_to_Cu60_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ni59_to_Cu60_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ni59_to_Cu60_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ni59_to_Zn63_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ni59);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ni59);
+        }
+#endif
+        rate_He4_Ni59_to_Zn63_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ni59_to_Zn63_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ni59_to_Zn63_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ni60_to_Ni61_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ni60_to_Ni61_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ni60_to_Ni61_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ni60_to_Ni61_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ni60_to_Cu61_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ni60);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ni60);
+        }
+#endif
+        rate_p_Ni60_to_Cu61_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ni60_to_Cu61_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ni60_to_Cu61_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ni60_to_Zn64_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ni60);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ni60);
+        }
+#endif
+        rate_He4_Ni60_to_Zn64_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ni60_to_Zn64_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ni60_to_Zn64_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ni61_to_Ni62_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ni61_to_Ni62_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ni61_to_Ni62_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ni61_to_Ni62_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ni61_to_Cu62_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ni61);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ni61);
+        }
+#endif
+        rate_p_Ni61_to_Cu62_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ni61_to_Cu62_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ni61_to_Cu62_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ni61_to_Zn65_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ni61);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ni61);
+        }
+#endif
+        rate_He4_Ni61_to_Zn65_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ni61_to_Zn65_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ni61_to_Zn65_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ni62_to_Ni63_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ni62_to_Ni63_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ni62_to_Ni63_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ni62_to_Ni63_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ni62_to_Cu63_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ni62);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ni62);
+        }
+#endif
+        rate_p_Ni62_to_Cu63_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ni62_to_Cu63_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ni62_to_Cu63_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ni62_to_Zn66_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ni62);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ni62);
+        }
+#endif
+        rate_He4_Ni62_to_Zn66_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ni62_to_Zn66_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ni62_to_Zn66_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ni63_to_Ni64_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ni63_to_Ni64_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ni63_to_Ni64_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ni63_to_Ni64_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ni63_to_Cu64_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ni63);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ni63);
+        }
+#endif
+        rate_p_Ni63_to_Cu64_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ni63_to_Cu64_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ni63_to_Cu64_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ni64_to_Cu65_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ni64);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ni64);
+        }
+#endif
+        rate_p_Ni64_to_Cu65_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ni64_to_Cu65_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ni64_to_Cu65_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cu57_to_Cu58_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cu57_to_Cu58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cu57_to_Cu58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cu57_to_Cu58_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cu58_to_Cu59_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cu58_to_Cu59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cu58_to_Cu59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cu58_to_Cu59_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cu58_to_Zn59_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cu58);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cu58);
+        }
+#endif
+        rate_p_Cu58_to_Zn59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cu58_to_Zn59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cu58_to_Zn59_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cu58_to_Ga62_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cu58);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cu58);
+        }
+#endif
+        rate_He4_Cu58_to_Ga62_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cu58_to_Ga62_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cu58_to_Ga62_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cu59_to_Cu60_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cu59_to_Cu60_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cu59_to_Cu60_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cu59_to_Cu60_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cu59_to_Zn60_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cu59);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cu59);
+        }
+#endif
+        rate_p_Cu59_to_Zn60_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cu59_to_Zn60_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cu59_to_Zn60_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cu59_to_Ga63_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cu59);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cu59);
+        }
+#endif
+        rate_He4_Cu59_to_Ga63_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cu59_to_Ga63_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cu59_to_Ga63_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cu60_to_Cu61_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cu60_to_Cu61_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cu60_to_Cu61_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cu60_to_Cu61_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cu60_to_Zn61_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cu60);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cu60);
+        }
+#endif
+        rate_p_Cu60_to_Zn61_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cu60_to_Zn61_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cu60_to_Zn61_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cu60_to_Ga64_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cu60);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cu60);
+        }
+#endif
+        rate_He4_Cu60_to_Ga64_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cu60_to_Ga64_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cu60_to_Ga64_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cu61_to_Cu62_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cu61_to_Cu62_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cu61_to_Cu62_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cu61_to_Cu62_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cu61_to_Zn62_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cu61);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cu61);
+        }
+#endif
+        rate_p_Cu61_to_Zn62_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cu61_to_Zn62_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cu61_to_Zn62_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cu62_to_Cu63_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cu62_to_Cu63_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cu62_to_Cu63_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cu62_to_Cu63_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cu62_to_Zn63_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cu62);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cu62);
+        }
+#endif
+        rate_p_Cu62_to_Zn63_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cu62_to_Zn63_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cu62_to_Zn63_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cu63_to_Cu64_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cu63_to_Cu64_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cu63_to_Cu64_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cu63_to_Cu64_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cu63_to_Zn64_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cu63);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cu63);
+        }
+#endif
+        rate_p_Cu63_to_Zn64_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cu63_to_Zn64_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cu63_to_Zn64_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cu64_to_Cu65_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cu64_to_Cu65_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cu64_to_Cu65_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cu64_to_Cu65_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cu64_to_Zn65_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cu64);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cu64);
+        }
+#endif
+        rate_p_Cu64_to_Zn65_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cu64_to_Zn65_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cu64_to_Zn65_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cu65_to_Zn66_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cu65);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cu65);
+        }
+#endif
+        rate_p_Cu65_to_Zn66_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cu65_to_Zn66_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cu65_to_Zn66_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Zn59_to_Zn60_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Zn59_to_Zn60_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Zn59_to_Zn60_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Zn59_to_Zn60_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Zn59_to_Ge63_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Zn59);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Zn59);
+        }
+#endif
+        rate_He4_Zn59_to_Ge63_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Zn59_to_Ge63_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Zn59_to_Ge63_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Zn60_to_Zn61_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Zn60_to_Zn61_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Zn60_to_Zn61_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Zn60_to_Zn61_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Zn60_to_Ge64_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Zn60);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Zn60);
+        }
+#endif
+        rate_He4_Zn60_to_Ge64_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Zn60_to_Ge64_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Zn60_to_Ge64_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Zn61_to_Zn62_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Zn61_to_Zn62_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Zn61_to_Zn62_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Zn61_to_Zn62_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Zn61_to_Ga62_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Zn61);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Zn61);
+        }
+#endif
+        rate_p_Zn61_to_Ga62_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Zn61_to_Ga62_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Zn61_to_Ga62_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Zn62_to_Zn63_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Zn62_to_Zn63_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Zn62_to_Zn63_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Zn62_to_Zn63_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Zn62_to_Ga63_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Zn62);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Zn62);
+        }
+#endif
+        rate_p_Zn62_to_Ga63_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Zn62_to_Ga63_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Zn62_to_Ga63_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Zn63_to_Zn64_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Zn63_to_Zn64_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Zn63_to_Zn64_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Zn63_to_Zn64_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Zn63_to_Ga64_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Zn63);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Zn63);
+        }
+#endif
+        rate_p_Zn63_to_Ga64_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Zn63_to_Ga64_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Zn63_to_Ga64_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Zn64_to_Zn65_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Zn64_to_Zn65_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Zn64_to_Zn65_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Zn64_to_Zn65_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Zn65_to_Zn66_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Zn65_to_Zn66_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Zn65_to_Zn66_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Zn65_to_Zn66_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ga62_to_Ga63_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ga62_to_Ga63_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ga62_to_Ga63_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ga62_to_Ga63_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ga62_to_Ge63_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ga62);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ga62);
+        }
+#endif
+        rate_p_Ga62_to_Ge63_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ga62_to_Ge63_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ga62_to_Ge63_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ga63_to_Ga64_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ga63_to_Ga64_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ga63_to_Ga64_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ga63_to_Ga64_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ga63_to_Ge64_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ga63);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ga63);
+        }
+#endif
+        rate_p_Ga63_to_Ge64_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ga63_to_Ge64_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ga63_to_Ge64_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ge63_to_Ge64_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ge63_to_Ge64_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ge63_to_Ge64_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ge63_to_Ge64_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // d_d_to_n_He3_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_d_d);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_d_d);
+        }
+#endif
+        rate_d_d_to_n_He3_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_d_d_to_n_He3_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_d_d_to_n_He3_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_He3_to_d_d_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_He3_to_d_d_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_He3_to_d_d_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_He3_to_d_d_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // d_He3_to_p_He4_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_d_He3);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_d_He3);
+        }
+#endif
+        rate_d_He3_to_p_He4_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_d_He3_to_p_He4_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_d_He3_to_p_He4_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_He3_to_p_Li6_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He3_He4);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He3_He4);
+        }
+#endif
+        rate_He4_He3_to_p_Li6_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_He3_to_p_Li6_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_He3_to_p_Li6_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_He4_to_d_He3_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_He4);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_He4);
+        }
+#endif
+        rate_p_He4_to_d_He3_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_He4_to_d_He3_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_He4_to_d_He3_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_He4_to_n_Be7_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_He4);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_He4);
+        }
+#endif
+        rate_He4_He4_to_n_Be7_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_He4_to_n_Be7_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_He4_to_n_Be7_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_He4_to_p_Li7_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_He4);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_He4);
+        }
+#endif
+        rate_He4_He4_to_p_Li7_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_He4_to_p_Li7_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_He4_to_p_Li7_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Li6_to_He4_He3_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Li6);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Li6);
+        }
+#endif
+        rate_p_Li6_to_He4_He3_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Li6_to_He4_He3_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Li6_to_He4_He3_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // d_Li6_to_n_Be7_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_d_Li6);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_d_Li6);
+        }
+#endif
+        rate_d_Li6_to_n_Be7_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_d_Li6_to_n_Be7_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_d_Li6_to_n_Be7_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // d_Li6_to_p_Li7_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_d_Li6);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_d_Li6);
+        }
+#endif
+        rate_d_Li6_to_p_Li7_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_d_Li6_to_p_Li7_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_d_Li6_to_p_Li7_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Li6_to_p_Be9_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Li6);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Li6);
+        }
+#endif
+        rate_He4_Li6_to_p_Be9_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Li6_to_p_Be9_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Li6_to_p_Be9_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Li7_to_n_Be7_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Li7);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Li7);
+        }
+#endif
+        rate_p_Li7_to_n_Be7_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Li7_to_n_Be7_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Li7_to_n_Be7_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Li7_to_d_Li6_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Li7);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Li7);
+        }
+#endif
+        rate_p_Li7_to_d_Li6_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Li7_to_d_Li6_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Li7_to_d_Li6_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Li7_to_He4_He4_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Li7);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Li7);
+        }
+#endif
+        rate_p_Li7_to_He4_He4_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Li7_to_He4_He4_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Li7_to_He4_He4_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Li7_to_n_B10_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Li7);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Li7);
+        }
+#endif
+        rate_He4_Li7_to_n_B10_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Li7_to_n_B10_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Li7_to_n_B10_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Be7_to_p_Li7_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Be7_to_p_Li7_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Be7_to_p_Li7_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Be7_to_p_Li7_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Be7_to_d_Li6_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Be7_to_d_Li6_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Be7_to_d_Li6_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Be7_to_d_Li6_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Be7_to_He4_He4_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Be7_to_He4_He4_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Be7_to_He4_He4_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Be7_to_He4_He4_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Be7_to_p_B10_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Be7);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Be7);
+        }
+#endif
+        rate_He4_Be7_to_p_B10_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Be7_to_p_B10_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Be7_to_p_B10_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Be9_to_He4_Li6_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Be9);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Be9);
+        }
+#endif
+        rate_p_Be9_to_He4_Li6_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Be9_to_He4_Li6_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Be9_to_He4_Li6_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Be9_to_n_C12_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Be9);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Be9);
+        }
+#endif
+        rate_He4_Be9_to_n_C12_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Be9_to_n_C12_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Be9_to_n_C12_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_B10_to_He4_Li7_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_B10_to_He4_Li7_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_B10_to_He4_Li7_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_B10_to_He4_Li7_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_B10_to_He4_Be7_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_B10);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_B10);
+        }
+#endif
+        rate_p_B10_to_He4_Be7_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_B10_to_He4_Be7_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_B10_to_He4_Be7_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_B10_to_n_N13_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_B10);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_B10);
+        }
+#endif
+        rate_He4_B10_to_n_N13_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_B10_to_n_N13_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_B10_to_n_N13_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_B10_to_p_C13_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_B10);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_B10);
+        }
+#endif
+        rate_He4_B10_to_p_C13_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_B10_to_p_C13_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_B10_to_p_C13_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_B11_to_n_N14_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_B11);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_B11);
+        }
+#endif
+        rate_He4_B11_to_n_N14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_B11_to_n_N14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_B11_to_n_N14_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_B11_to_p_C14_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_B11);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_B11);
+        }
+#endif
+        rate_He4_B11_to_p_C14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_B11_to_p_C14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_B11_to_p_C14_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_C12_to_He4_Be9_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_C12_to_He4_Be9_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_C12_to_He4_Be9_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_C12_to_He4_Be9_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_C12_to_n_O15_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_C12);
+        }
+#endif
+        rate_He4_C12_to_n_O15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_C12_to_n_O15_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_C12_to_n_O15_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_C12_to_p_N15_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_C12);
+        }
+#endif
+        rate_He4_C12_to_p_N15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_C12_to_p_N15_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_C12_to_p_N15_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_C12_to_n_Mg23_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_C12);
+        }
+#endif
+        rate_C12_C12_to_n_Mg23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_C12_to_n_Mg23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_C12_to_n_Mg23_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_C12_to_p_Na23_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_C12);
+        }
+#endif
+        rate_C12_C12_to_p_Na23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_C12_to_p_Na23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_C12_to_p_Na23_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_C12_to_He4_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_C12);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_C12);
+        }
+#endif
+        rate_C12_C12_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_C12_to_He4_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_C12_to_He4_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_C13_to_n_N13_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_C13);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_C13);
+        }
+#endif
+        rate_p_C13_to_n_N13_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_C13_to_n_N13_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_C13_to_n_N13_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_C13_to_He4_B10_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_C13);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_C13);
+        }
+#endif
+        rate_p_C13_to_He4_B10_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_C13_to_He4_B10_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_C13_to_He4_B10_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // d_C13_to_n_N14_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_d_C13);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_d_C13);
+        }
+#endif
+        rate_d_C13_to_n_N14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_d_C13_to_n_N14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_d_C13_to_n_N14_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_C13_to_n_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_C13);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_C13);
+        }
+#endif
+        rate_He4_C13_to_n_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_C13_to_n_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_C13_to_n_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_C14_to_n_N14_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_C14);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_C14);
+        }
+#endif
+        rate_p_C14_to_n_N14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_C14_to_n_N14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_C14_to_n_N14_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_C14_to_He4_B11_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_C14);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_C14);
+        }
+#endif
+        rate_p_C14_to_He4_B11_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_C14_to_He4_B11_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_C14_to_He4_B11_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // d_C14_to_n_N15_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_d_C14);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_d_C14);
+        }
+#endif
+        rate_d_C14_to_n_N15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_d_C14_to_n_N15_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_d_C14_to_n_N15_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_C14_to_n_O17_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_C14);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_C14);
+        }
+#endif
+        rate_He4_C14_to_n_O17_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_C14_to_n_O17_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_C14_to_n_O17_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_N13_to_p_C13_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_N13_to_p_C13_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_N13_to_p_C13_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_N13_to_p_C13_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_N13_to_He4_B10_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_N13_to_He4_B10_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_N13_to_He4_B10_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_N13_to_He4_B10_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_N13_to_p_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_N13);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_N13);
+        }
+#endif
+        rate_He4_N13_to_p_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_N13_to_p_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_N13_to_p_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_N14_to_p_C14_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_N14_to_p_C14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_N14_to_p_C14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_N14_to_p_C14_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_N14_to_d_C13_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_N14_to_d_C13_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_N14_to_d_C13_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_N14_to_d_C13_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_N14_to_He4_B11_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_N14_to_He4_B11_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_N14_to_He4_B11_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_N14_to_He4_B11_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_N14_to_n_O14_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_N14);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_N14);
+        }
+#endif
+        rate_p_N14_to_n_O14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_N14_to_n_O14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_N14_to_n_O14_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_N14_to_n_F17_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_N14);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_N14);
+        }
+#endif
+        rate_He4_N14_to_n_F17_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_N14_to_n_F17_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_N14_to_n_F17_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_N14_to_p_O17_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_N14);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_N14);
+        }
+#endif
+        rate_He4_N14_to_p_O17_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_N14_to_p_O17_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_N14_to_p_O17_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_N15_to_d_C14_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_N15_to_d_C14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_N15_to_d_C14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_N15_to_d_C14_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_N15_to_n_O15_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_N15);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_N15);
+        }
+#endif
+        rate_p_N15_to_n_O15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_N15_to_n_O15_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_N15_to_n_O15_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_N15_to_He4_C12_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_N15);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_N15);
+        }
+#endif
+        rate_p_N15_to_He4_C12_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_N15_to_He4_C12_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_N15_to_He4_C12_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_N15_to_n_F18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_N15);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_N15);
+        }
+#endif
+        rate_He4_N15_to_n_F18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_N15_to_n_F18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_N15_to_n_F18_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_N15_to_p_O18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_N15);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_N15);
+        }
+#endif
+        rate_He4_N15_to_p_O18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_N15_to_p_O18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_N15_to_p_O18_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_O14_to_p_N14_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_O14_to_p_N14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_O14_to_p_N14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_O14_to_p_N14_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O14_to_p_F17_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O14);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O14);
+        }
+#endif
+        rate_He4_O14_to_p_F17_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_O14_to_p_F17_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O14_to_p_F17_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_O15_to_p_N15_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_O15_to_p_N15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_O15_to_p_N15_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_O15_to_p_N15_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_O15_to_He4_C12_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_O15_to_He4_C12_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_O15_to_He4_C12_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_O15_to_He4_C12_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O15_to_n_Ne18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O15);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O15);
+        }
+#endif
+        rate_He4_O15_to_n_Ne18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_O15_to_n_Ne18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O15_to_n_Ne18_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O15_to_p_F18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O15);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O15);
+        }
+#endif
+        rate_He4_O15_to_p_F18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_O15_to_p_F18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O15_to_p_F18_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_O16_to_He4_C13_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_O16_to_He4_C13_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_O16_to_He4_C13_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_O16_to_He4_C13_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_O16_to_He4_N13_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O16);
+        }
+#endif
+        rate_p_O16_to_He4_N13_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_O16_to_He4_N13_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O16_to_He4_N13_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O16_to_n_Ne19_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O16);
+        }
+#endif
+        rate_He4_O16_to_n_Ne19_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_O16_to_n_Ne19_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O16_to_n_Ne19_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O16_to_p_F19_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O16);
+        }
+#endif
+        rate_He4_O16_to_p_F19_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_O16_to_p_F19_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O16_to_p_F19_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_O16_to_p_Al27_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_O16);
+        }
+#endif
+        rate_C12_O16_to_p_Al27_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_O16_to_p_Al27_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_O16_to_p_Al27_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_O16_to_He4_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_O16);
+        }
+#endif
+        rate_C12_O16_to_He4_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_O16_to_He4_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_O16_to_He4_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // O16_O16_to_p_P31_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_O16_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_O16_O16);
+        }
+#endif
+        rate_O16_O16_to_p_P31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O16_O16_to_p_P31_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O16_O16_to_p_P31_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // O16_O16_to_He4_Si28_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_O16_O16);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_O16_O16);
+        }
+#endif
+        rate_O16_O16_to_He4_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_O16_O16_to_He4_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_O16_O16_to_He4_Si28_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_O17_to_He4_C14_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_O17_to_He4_C14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_O17_to_He4_C14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_O17_to_He4_C14_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_O17_to_n_F17_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O17);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O17);
+        }
+#endif
+        rate_p_O17_to_n_F17_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_O17_to_n_F17_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O17_to_n_F17_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_O17_to_He4_N14_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O17);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O17);
+        }
+#endif
+        rate_p_O17_to_He4_N14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_O17_to_He4_N14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O17_to_He4_N14_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O17_to_n_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O17);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O17);
+        }
+#endif
+        rate_He4_O17_to_n_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_O17_to_n_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O17_to_n_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_O18_to_n_F18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O18);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O18);
+        }
+#endif
+        rate_p_O18_to_n_F18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_O18_to_n_F18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O18_to_n_F18_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_O18_to_He4_N15_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_O18);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_O18);
+        }
+#endif
+        rate_p_O18_to_He4_N15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_O18_to_He4_N15_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_O18_to_He4_N15_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_O18_to_n_Ne21_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_O18);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_O18);
+        }
+#endif
+        rate_He4_O18_to_n_Ne21_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_O18_to_n_Ne21_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_O18_to_n_Ne21_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_F17_to_p_O17_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_F17_to_p_O17_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_F17_to_p_O17_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_F17_to_p_O17_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_F17_to_He4_N14_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_F17_to_He4_N14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_F17_to_He4_N14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_F17_to_He4_N14_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_F17_to_He4_O14_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_F17);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_F17);
+        }
+#endif
+        rate_p_F17_to_He4_O14_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_F17_to_He4_O14_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_F17_to_He4_O14_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_F17_to_p_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_F17);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_F17);
+        }
+#endif
+        rate_He4_F17_to_p_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_F17_to_p_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_F17_to_p_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_F18_to_p_O18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_F18_to_p_O18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_F18_to_p_O18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_F18_to_p_O18_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_F18_to_He4_N15_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_F18_to_He4_N15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_F18_to_He4_N15_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_F18_to_He4_N15_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_F18_to_n_Ne18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_F18);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_F18);
+        }
+#endif
+        rate_p_F18_to_n_Ne18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_F18_to_n_Ne18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_F18_to_n_Ne18_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_F18_to_He4_O15_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_F18);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_F18);
+        }
+#endif
+        rate_p_F18_to_He4_O15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_F18_to_He4_O15_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_F18_to_He4_O15_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_F18_to_n_Na21_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_F18);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_F18);
+        }
+#endif
+        rate_He4_F18_to_n_Na21_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_F18_to_n_Na21_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_F18_to_n_Na21_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_F18_to_p_Ne21_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_F18);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_F18);
+        }
+#endif
+        rate_He4_F18_to_p_Ne21_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_F18_to_p_Ne21_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_F18_to_p_Ne21_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_F19_to_n_Ne19_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_F19);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_F19);
+        }
+#endif
+        rate_p_F19_to_n_Ne19_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_F19_to_n_Ne19_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_F19_to_n_Ne19_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_F19_to_He4_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_F19);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_F19);
+        }
+#endif
+        rate_p_F19_to_He4_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_F19_to_He4_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_F19_to_He4_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_F19_to_n_Na22_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_F19);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_F19);
+        }
+#endif
+        rate_He4_F19_to_n_Na22_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_F19_to_n_Na22_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_F19_to_n_Na22_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_F19_to_p_Ne22_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_F19);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_F19);
+        }
+#endif
+        rate_He4_F19_to_p_Ne22_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_F19_to_p_Ne22_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_F19_to_p_Ne22_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ne18_to_p_F18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ne18_to_p_F18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ne18_to_p_F18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ne18_to_p_F18_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ne18_to_He4_O15_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ne18_to_He4_O15_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ne18_to_He4_O15_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ne18_to_He4_O15_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ne18_to_p_Na21_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ne18);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ne18);
+        }
+#endif
+        rate_He4_Ne18_to_p_Na21_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ne18_to_p_Na21_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ne18_to_p_Na21_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ne19_to_p_F19_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ne19_to_p_F19_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ne19_to_p_F19_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ne19_to_p_F19_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ne19_to_He4_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ne19_to_He4_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ne19_to_He4_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ne19_to_He4_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ne19_to_p_Na22_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ne19);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ne19);
+        }
+#endif
+        rate_He4_Ne19_to_p_Na22_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ne19_to_p_Na22_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ne19_to_p_Na22_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ne20_to_He4_O17_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ne20_to_He4_O17_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ne20_to_He4_O17_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ne20_to_He4_O17_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ne20_to_He4_F17_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ne20);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ne20);
+        }
+#endif
+        rate_p_Ne20_to_He4_F17_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ne20_to_He4_F17_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ne20_to_He4_F17_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ne20_to_n_Mg23_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ne20);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ne20);
+        }
+#endif
+        rate_He4_Ne20_to_n_Mg23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ne20_to_n_Mg23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ne20_to_n_Mg23_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ne20_to_p_Na23_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ne20);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ne20);
+        }
+#endif
+        rate_He4_Ne20_to_p_Na23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ne20_to_p_Na23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ne20_to_p_Na23_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ne20_to_C12_C12_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ne20);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ne20);
+        }
+#endif
+        rate_He4_Ne20_to_C12_C12_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ne20_to_C12_C12_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ne20_to_C12_C12_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_Ne20_to_p_P31_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_Ne20);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_Ne20);
+        }
+#endif
+        rate_C12_Ne20_to_p_P31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_Ne20_to_p_P31_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_Ne20_to_p_P31_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // C12_Ne20_to_He4_Si28_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_C12_Ne20);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_C12_Ne20);
+        }
+#endif
+        rate_C12_Ne20_to_He4_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_C12_Ne20_to_He4_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_C12_Ne20_to_He4_Si28_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ne21_to_He4_O18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ne21_to_He4_O18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ne21_to_He4_O18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ne21_to_He4_O18_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ne21_to_n_Na21_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ne21);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ne21);
+        }
+#endif
+        rate_p_Ne21_to_n_Na21_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ne21_to_n_Na21_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ne21_to_n_Na21_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ne21_to_He4_F18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ne21);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ne21);
+        }
+#endif
+        rate_p_Ne21_to_He4_F18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ne21_to_He4_F18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ne21_to_He4_F18_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ne21_to_n_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ne21);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ne21);
+        }
+#endif
+        rate_He4_Ne21_to_n_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ne21_to_n_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ne21_to_n_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ne22_to_n_Na22_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ne22);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ne22);
+        }
+#endif
+        rate_p_Ne22_to_n_Na22_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ne22_to_n_Na22_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ne22_to_n_Na22_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ne22_to_He4_F19_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ne22);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ne22);
+        }
+#endif
+        rate_p_Ne22_to_He4_F19_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ne22_to_He4_F19_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ne22_to_He4_F19_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ne22_to_n_Mg25_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ne22);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ne22);
+        }
+#endif
+        rate_He4_Ne22_to_n_Mg25_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ne22_to_n_Mg25_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ne22_to_n_Mg25_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Na21_to_p_Ne21_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Na21_to_p_Ne21_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Na21_to_p_Ne21_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Na21_to_p_Ne21_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Na21_to_He4_F18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Na21_to_He4_F18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Na21_to_He4_F18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Na21_to_He4_F18_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Na21_to_He4_Ne18_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Na21);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Na21);
+        }
+#endif
+        rate_p_Na21_to_He4_Ne18_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Na21_to_He4_Ne18_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Na21_to_He4_Ne18_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Na21_to_p_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Na21);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Na21);
+        }
+#endif
+        rate_He4_Na21_to_p_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Na21_to_p_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Na21_to_p_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Na22_to_p_Ne22_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Na22_to_p_Ne22_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Na22_to_p_Ne22_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Na22_to_p_Ne22_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Na22_to_He4_F19_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Na22_to_He4_F19_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Na22_to_He4_F19_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Na22_to_He4_F19_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Na22_to_He4_Ne19_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Na22);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Na22);
+        }
+#endif
+        rate_p_Na22_to_He4_Ne19_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Na22_to_He4_Ne19_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Na22_to_He4_Ne19_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Na22_to_n_Al25_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Na22);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Na22);
+        }
+#endif
+        rate_He4_Na22_to_n_Al25_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Na22_to_n_Al25_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Na22_to_n_Al25_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Na22_to_p_Mg25_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Na22);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Na22);
+        }
+#endif
+        rate_He4_Na22_to_p_Mg25_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Na22_to_p_Mg25_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Na22_to_p_Mg25_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Na23_to_n_Mg23_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Na23);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Na23);
+        }
+#endif
+        rate_p_Na23_to_n_Mg23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Na23_to_n_Mg23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Na23_to_n_Mg23_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Na23_to_He4_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Na23);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Na23);
+        }
+#endif
+        rate_p_Na23_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Na23_to_He4_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Na23_to_He4_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Na23_to_C12_C12_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Na23);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Na23);
+        }
+#endif
+        rate_p_Na23_to_C12_C12_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Na23_to_C12_C12_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Na23_to_C12_C12_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Na23_to_n_Al26_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Na23);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Na23);
+        }
+#endif
+        rate_He4_Na23_to_n_Al26_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Na23_to_n_Al26_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Na23_to_n_Al26_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Na23_to_p_Mg26_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Na23);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Na23);
+        }
+#endif
+        rate_He4_Na23_to_p_Mg26_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Na23_to_p_Mg26_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Na23_to_p_Mg26_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Mg23_to_p_Na23_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Mg23_to_p_Na23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Mg23_to_p_Na23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Mg23_to_p_Na23_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Mg23_to_He4_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Mg23_to_He4_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Mg23_to_He4_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Mg23_to_He4_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Mg23_to_C12_C12_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Mg23_to_C12_C12_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Mg23_to_C12_C12_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Mg23_to_C12_C12_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mg23_to_p_Al26_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mg23);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mg23);
+        }
+#endif
+        rate_He4_Mg23_to_p_Al26_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Mg23_to_p_Al26_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mg23_to_p_Al26_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Mg24_to_He4_Ne21_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Mg24_to_He4_Ne21_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Mg24_to_He4_Ne21_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Mg24_to_He4_Ne21_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Mg24_to_He4_Na21_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Mg24);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Mg24);
+        }
+#endif
+        rate_p_Mg24_to_He4_Na21_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Mg24_to_He4_Na21_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Mg24_to_He4_Na21_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mg24_to_p_Al27_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mg24);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mg24);
+        }
+#endif
+        rate_He4_Mg24_to_p_Al27_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Mg24_to_p_Al27_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mg24_to_p_Al27_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mg24_to_C12_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mg24);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mg24);
+        }
+#endif
+        rate_He4_Mg24_to_C12_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Mg24_to_C12_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mg24_to_C12_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Mg25_to_He4_Ne22_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Mg25_to_He4_Ne22_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Mg25_to_He4_Ne22_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Mg25_to_He4_Ne22_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Mg25_to_n_Al25_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Mg25);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Mg25);
+        }
+#endif
+        rate_p_Mg25_to_n_Al25_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Mg25_to_n_Al25_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Mg25_to_n_Al25_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Mg25_to_He4_Na22_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Mg25);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Mg25);
+        }
+#endif
+        rate_p_Mg25_to_He4_Na22_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Mg25_to_He4_Na22_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Mg25_to_He4_Na22_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mg25_to_n_Si28_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mg25);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mg25);
+        }
+#endif
+        rate_He4_Mg25_to_n_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Mg25_to_n_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mg25_to_n_Si28_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Mg26_to_n_Al26_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Mg26);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Mg26);
+        }
+#endif
+        rate_p_Mg26_to_n_Al26_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Mg26_to_n_Al26_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Mg26_to_n_Al26_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Mg26_to_He4_Na23_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Mg26);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Mg26);
+        }
+#endif
+        rate_p_Mg26_to_He4_Na23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Mg26_to_He4_Na23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Mg26_to_He4_Na23_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mg26_to_n_Si29_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mg26);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mg26);
+        }
+#endif
+        rate_He4_Mg26_to_n_Si29_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Mg26_to_n_Si29_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mg26_to_n_Si29_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Al25_to_p_Mg25_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Al25_to_p_Mg25_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Al25_to_p_Mg25_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Al25_to_p_Mg25_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Al25_to_He4_Na22_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Al25_to_He4_Na22_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Al25_to_He4_Na22_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Al25_to_He4_Na22_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Al25_to_p_Si28_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Al25);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Al25);
+        }
+#endif
+        rate_He4_Al25_to_p_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Al25_to_p_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Al25_to_p_Si28_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Al26_to_p_Mg26_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Al26_to_p_Mg26_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Al26_to_p_Mg26_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Al26_to_p_Mg26_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Al26_to_He4_Na23_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Al26_to_He4_Na23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Al26_to_He4_Na23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Al26_to_He4_Na23_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Al26_to_He4_Mg23_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Al26);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Al26);
+        }
+#endif
+        rate_p_Al26_to_He4_Mg23_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Al26_to_He4_Mg23_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Al26_to_He4_Mg23_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Al26_to_n_P29_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Al26);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Al26);
+        }
+#endif
+        rate_He4_Al26_to_n_P29_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Al26_to_n_P29_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Al26_to_n_P29_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Al26_to_p_Si29_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Al26);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Al26);
+        }
+#endif
+        rate_He4_Al26_to_p_Si29_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Al26_to_p_Si29_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Al26_to_p_Si29_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Al27_to_He4_Mg24_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Al27);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Al27);
+        }
+#endif
+        rate_p_Al27_to_He4_Mg24_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Al27_to_He4_Mg24_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Al27_to_He4_Mg24_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Al27_to_C12_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Al27);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Al27);
+        }
+#endif
+        rate_p_Al27_to_C12_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Al27_to_C12_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Al27_to_C12_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Al27_to_n_P30_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Al27);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Al27);
+        }
+#endif
+        rate_He4_Al27_to_n_P30_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Al27_to_n_P30_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Al27_to_n_P30_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Al27_to_p_Si30_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Al27);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Al27);
+        }
+#endif
+        rate_He4_Al27_to_p_Si30_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Al27_to_p_Si30_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Al27_to_p_Si30_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Si28_to_He4_Mg25_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Si28_to_He4_Mg25_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Si28_to_He4_Mg25_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Si28_to_He4_Mg25_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Si28_to_He4_Al25_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Si28);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Si28);
+        }
+#endif
+        rate_p_Si28_to_He4_Al25_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Si28_to_He4_Al25_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Si28_to_He4_Al25_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Si28_to_p_P31_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Si28);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Si28);
+        }
+#endif
+        rate_He4_Si28_to_p_P31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Si28_to_p_P31_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Si28_to_p_P31_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Si28_to_C12_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Si28);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Si28);
+        }
+#endif
+        rate_He4_Si28_to_C12_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Si28_to_C12_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Si28_to_C12_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Si28_to_O16_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Si28);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Si28);
+        }
+#endif
+        rate_He4_Si28_to_O16_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Si28_to_O16_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Si28_to_O16_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Si29_to_He4_Mg26_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Si29_to_He4_Mg26_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Si29_to_He4_Mg26_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Si29_to_He4_Mg26_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Si29_to_n_P29_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Si29);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Si29);
+        }
+#endif
+        rate_p_Si29_to_n_P29_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Si29_to_n_P29_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Si29_to_n_P29_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Si29_to_He4_Al26_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Si29);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Si29);
+        }
+#endif
+        rate_p_Si29_to_He4_Al26_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Si29_to_He4_Al26_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Si29_to_He4_Al26_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Si29_to_n_S32_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Si29);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Si29);
+        }
+#endif
+        rate_He4_Si29_to_n_S32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Si29_to_n_S32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Si29_to_n_S32_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Si29_to_p_P32_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Si29);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Si29);
+        }
+#endif
+        rate_He4_Si29_to_p_P32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Si29_to_p_P32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Si29_to_p_P32_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Si30_to_n_P30_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Si30);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Si30);
+        }
+#endif
+        rate_p_Si30_to_n_P30_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Si30_to_n_P30_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Si30_to_n_P30_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Si30_to_He4_Al27_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Si30);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Si30);
+        }
+#endif
+        rate_p_Si30_to_He4_Al27_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Si30_to_He4_Al27_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Si30_to_He4_Al27_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Si30_to_n_S33_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Si30);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Si30);
+        }
+#endif
+        rate_He4_Si30_to_n_S33_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Si30_to_n_S33_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Si30_to_n_S33_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Si30_to_p_P33_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Si30);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Si30);
+        }
+#endif
+        rate_He4_Si30_to_p_P33_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Si30_to_p_P33_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Si30_to_p_P33_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Si31_to_n_P31_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Si31);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Si31);
+        }
+#endif
+        rate_p_Si31_to_n_P31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Si31_to_n_P31_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Si31_to_n_P31_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Si31_to_n_S34_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Si31);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Si31);
+        }
+#endif
+        rate_He4_Si31_to_n_S34_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Si31_to_n_S34_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Si31_to_n_S34_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Si32_to_n_P32_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Si32);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Si32);
+        }
+#endif
+        rate_p_Si32_to_n_P32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Si32_to_n_P32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Si32_to_n_P32_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Si32_to_n_S35_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Si32);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Si32);
+        }
+#endif
+        rate_He4_Si32_to_n_S35_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Si32_to_n_S35_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Si32_to_n_S35_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_P29_to_p_Si29_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_P29_to_p_Si29_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_P29_to_p_Si29_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_P29_to_p_Si29_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_P29_to_He4_Al26_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_P29_to_He4_Al26_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_P29_to_He4_Al26_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_P29_to_He4_Al26_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_P29_to_p_S32_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_P29);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_P29);
+        }
+#endif
+        rate_He4_P29_to_p_S32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_P29_to_p_S32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_P29_to_p_S32_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_P30_to_p_Si30_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_P30_to_p_Si30_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_P30_to_p_Si30_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_P30_to_p_Si30_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_P30_to_He4_Al27_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_P30_to_He4_Al27_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_P30_to_He4_Al27_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_P30_to_He4_Al27_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_P30_to_n_Cl33_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_P30);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_P30);
+        }
+#endif
+        rate_He4_P30_to_n_Cl33_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_P30_to_n_Cl33_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_P30_to_n_Cl33_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_P30_to_p_S33_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_P30);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_P30);
+        }
+#endif
+        rate_He4_P30_to_p_S33_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_P30_to_p_S33_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_P30_to_p_S33_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_P31_to_p_Si31_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_P31_to_p_Si31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_P31_to_p_Si31_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_P31_to_p_Si31_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_P31_to_He4_Si28_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_P31);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_P31);
+        }
+#endif
+        rate_p_P31_to_He4_Si28_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_P31_to_He4_Si28_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_P31_to_He4_Si28_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_P31_to_C12_Ne20_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_P31);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_P31);
+        }
+#endif
+        rate_p_P31_to_C12_Ne20_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_P31_to_C12_Ne20_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_P31_to_C12_Ne20_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_P31_to_O16_O16_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_P31);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_P31);
+        }
+#endif
+        rate_p_P31_to_O16_O16_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_P31_to_O16_O16_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_P31_to_O16_O16_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_P31_to_n_Cl34_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_P31);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_P31);
+        }
+#endif
+        rate_He4_P31_to_n_Cl34_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_P31_to_n_Cl34_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_P31_to_n_Cl34_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_P31_to_p_S34_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_P31);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_P31);
+        }
+#endif
+        rate_He4_P31_to_p_S34_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_P31_to_p_S34_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_P31_to_p_S34_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_P32_to_p_Si32_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_P32_to_p_Si32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_P32_to_p_Si32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_P32_to_p_Si32_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_P32_to_n_S32_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_P32);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_P32);
+        }
+#endif
+        rate_p_P32_to_n_S32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_P32_to_n_S32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_P32_to_n_S32_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_P32_to_He4_Si29_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_P32);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_P32);
+        }
+#endif
+        rate_p_P32_to_He4_Si29_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_P32_to_He4_Si29_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_P32_to_He4_Si29_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_P32_to_n_Cl35_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_P32);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_P32);
+        }
+#endif
+        rate_He4_P32_to_n_Cl35_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_P32_to_n_Cl35_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_P32_to_n_Cl35_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_P32_to_p_S35_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_P32);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_P32);
+        }
+#endif
+        rate_He4_P32_to_p_S35_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_P32_to_p_S35_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_P32_to_p_S35_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_P33_to_n_S33_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_P33);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_P33);
+        }
+#endif
+        rate_p_P33_to_n_S33_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_P33_to_n_S33_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_P33_to_n_S33_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_P33_to_He4_Si30_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_P33);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_P33);
+        }
+#endif
+        rate_p_P33_to_He4_Si30_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_P33_to_He4_Si30_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_P33_to_He4_Si30_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_P33_to_n_Cl36_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_P33);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_P33);
+        }
+#endif
+        rate_He4_P33_to_n_Cl36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_P33_to_n_Cl36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_P33_to_n_Cl36_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_P33_to_p_S36_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_P33);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_P33);
+        }
+#endif
+        rate_He4_P33_to_p_S36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_P33_to_p_S36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_P33_to_p_S36_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_S32_to_p_P32_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_S32_to_p_P32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_S32_to_p_P32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_S32_to_p_P32_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_S32_to_He4_Si29_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_S32_to_He4_Si29_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_S32_to_He4_Si29_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_S32_to_He4_Si29_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_S32_to_He4_P29_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_S32);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_S32);
+        }
+#endif
+        rate_p_S32_to_He4_P29_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_S32_to_He4_P29_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_S32_to_He4_P29_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_S32_to_p_Cl35_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_S32);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_S32);
+        }
+#endif
+        rate_He4_S32_to_p_Cl35_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_S32_to_p_Cl35_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_S32_to_p_Cl35_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_S33_to_p_P33_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_S33_to_p_P33_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_S33_to_p_P33_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_S33_to_p_P33_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_S33_to_He4_Si30_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_S33_to_He4_Si30_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_S33_to_He4_Si30_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_S33_to_He4_Si30_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_S33_to_n_Cl33_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_S33);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_S33);
+        }
+#endif
+        rate_p_S33_to_n_Cl33_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_S33_to_n_Cl33_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_S33_to_n_Cl33_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_S33_to_He4_P30_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_S33);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_S33);
+        }
+#endif
+        rate_p_S33_to_He4_P30_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_S33_to_He4_P30_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_S33_to_He4_P30_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_S33_to_n_Ar36_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_S33);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_S33);
+        }
+#endif
+        rate_He4_S33_to_n_Ar36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_S33_to_n_Ar36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_S33_to_n_Ar36_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_S33_to_p_Cl36_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_S33);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_S33);
+        }
+#endif
+        rate_He4_S33_to_p_Cl36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_S33_to_p_Cl36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_S33_to_p_Cl36_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_S34_to_He4_Si31_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_S34_to_He4_Si31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_S34_to_He4_Si31_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_S34_to_He4_Si31_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_S34_to_n_Cl34_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_S34);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_S34);
+        }
+#endif
+        rate_p_S34_to_n_Cl34_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_S34_to_n_Cl34_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_S34_to_n_Cl34_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_S34_to_He4_P31_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_S34);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_S34);
+        }
+#endif
+        rate_p_S34_to_He4_P31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_S34_to_He4_P31_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_S34_to_He4_P31_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_S34_to_n_Ar37_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_S34);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_S34);
+        }
+#endif
+        rate_He4_S34_to_n_Ar37_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_S34_to_n_Ar37_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_S34_to_n_Ar37_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_S34_to_p_Cl37_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_S34);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_S34);
+        }
+#endif
+        rate_He4_S34_to_p_Cl37_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_S34_to_p_Cl37_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_S34_to_p_Cl37_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_S35_to_He4_Si32_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_S35_to_He4_Si32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_S35_to_He4_Si32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_S35_to_He4_Si32_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_S35_to_n_Cl35_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_S35);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_S35);
+        }
+#endif
+        rate_p_S35_to_n_Cl35_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_S35_to_n_Cl35_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_S35_to_n_Cl35_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_S35_to_He4_P32_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_S35);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_S35);
+        }
+#endif
+        rate_p_S35_to_He4_P32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_S35_to_He4_P32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_S35_to_He4_P32_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_S35_to_n_Ar38_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_S35);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_S35);
+        }
+#endif
+        rate_He4_S35_to_n_Ar38_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_S35_to_n_Ar38_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_S35_to_n_Ar38_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_S36_to_n_Cl36_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_S36);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_S36);
+        }
+#endif
+        rate_p_S36_to_n_Cl36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_S36_to_n_Cl36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_S36_to_n_Cl36_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_S36_to_He4_P33_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_S36);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_S36);
+        }
+#endif
+        rate_p_S36_to_He4_P33_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_S36_to_He4_P33_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_S36_to_He4_P33_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_S36_to_n_Ar39_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_S36);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_S36);
+        }
+#endif
+        rate_He4_S36_to_n_Ar39_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_S36_to_n_Ar39_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_S36_to_n_Ar39_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cl33_to_p_S33_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cl33_to_p_S33_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cl33_to_p_S33_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cl33_to_p_S33_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cl33_to_He4_P30_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cl33_to_He4_P30_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cl33_to_He4_P30_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cl33_to_He4_P30_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cl33_to_p_Ar36_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cl33);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cl33);
+        }
+#endif
+        rate_He4_Cl33_to_p_Ar36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cl33_to_p_Ar36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cl33_to_p_Ar36_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cl34_to_p_S34_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cl34_to_p_S34_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cl34_to_p_S34_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cl34_to_p_S34_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cl34_to_He4_P31_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cl34_to_He4_P31_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cl34_to_He4_P31_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cl34_to_He4_P31_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cl34_to_n_K37_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cl34);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cl34);
+        }
+#endif
+        rate_He4_Cl34_to_n_K37_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cl34_to_n_K37_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cl34_to_n_K37_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cl34_to_p_Ar37_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cl34);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cl34);
+        }
+#endif
+        rate_He4_Cl34_to_p_Ar37_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cl34_to_p_Ar37_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cl34_to_p_Ar37_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cl35_to_p_S35_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cl35_to_p_S35_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cl35_to_p_S35_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cl35_to_p_S35_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cl35_to_He4_P32_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cl35_to_He4_P32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cl35_to_He4_P32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cl35_to_He4_P32_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cl35_to_He4_S32_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cl35);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cl35);
+        }
+#endif
+        rate_p_Cl35_to_He4_S32_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cl35_to_He4_S32_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cl35_to_He4_S32_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cl35_to_n_K38_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cl35);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cl35);
+        }
+#endif
+        rate_He4_Cl35_to_n_K38_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cl35_to_n_K38_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cl35_to_n_K38_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cl35_to_p_Ar38_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cl35);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cl35);
+        }
+#endif
+        rate_He4_Cl35_to_p_Ar38_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cl35_to_p_Ar38_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cl35_to_p_Ar38_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cl36_to_p_S36_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cl36_to_p_S36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cl36_to_p_S36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cl36_to_p_S36_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cl36_to_He4_P33_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cl36_to_He4_P33_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cl36_to_He4_P33_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cl36_to_He4_P33_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cl36_to_n_Ar36_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cl36);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cl36);
+        }
+#endif
+        rate_p_Cl36_to_n_Ar36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cl36_to_n_Ar36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cl36_to_n_Ar36_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cl36_to_He4_S33_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cl36);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cl36);
+        }
+#endif
+        rate_p_Cl36_to_He4_S33_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cl36_to_He4_S33_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cl36_to_He4_S33_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cl36_to_n_K39_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cl36);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cl36);
+        }
+#endif
+        rate_He4_Cl36_to_n_K39_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cl36_to_n_K39_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cl36_to_n_K39_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cl36_to_p_Ar39_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cl36);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cl36);
+        }
+#endif
+        rate_He4_Cl36_to_p_Ar39_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cl36_to_p_Ar39_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cl36_to_p_Ar39_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cl37_to_n_Ar37_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cl37);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cl37);
+        }
+#endif
+        rate_p_Cl37_to_n_Ar37_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cl37_to_n_Ar37_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cl37_to_n_Ar37_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cl37_to_He4_S34_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cl37);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cl37);
+        }
+#endif
+        rate_p_Cl37_to_He4_S34_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cl37_to_He4_S34_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cl37_to_He4_S34_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cl37_to_n_K40_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cl37);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cl37);
+        }
+#endif
+        rate_He4_Cl37_to_n_K40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cl37_to_n_K40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cl37_to_n_K40_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cl37_to_p_Ar40_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cl37);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cl37);
+        }
+#endif
+        rate_He4_Cl37_to_p_Ar40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cl37_to_p_Ar40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cl37_to_p_Ar40_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ar36_to_p_Cl36_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ar36_to_p_Cl36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ar36_to_p_Cl36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ar36_to_p_Cl36_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ar36_to_He4_S33_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ar36_to_He4_S33_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ar36_to_He4_S33_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ar36_to_He4_S33_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ar36_to_He4_Cl33_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ar36);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ar36);
+        }
+#endif
+        rate_p_Ar36_to_He4_Cl33_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ar36_to_He4_Cl33_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ar36_to_He4_Cl33_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ar36_to_p_K39_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ar36);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ar36);
+        }
+#endif
+        rate_He4_Ar36_to_p_K39_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ar36_to_p_K39_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ar36_to_p_K39_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ar37_to_p_Cl37_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ar37_to_p_Cl37_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ar37_to_p_Cl37_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ar37_to_p_Cl37_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ar37_to_He4_S34_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ar37_to_He4_S34_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ar37_to_He4_S34_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ar37_to_He4_S34_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ar37_to_n_K37_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ar37);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ar37);
+        }
+#endif
+        rate_p_Ar37_to_n_K37_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ar37_to_n_K37_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ar37_to_n_K37_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ar37_to_He4_Cl34_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ar37);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ar37);
+        }
+#endif
+        rate_p_Ar37_to_He4_Cl34_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ar37_to_He4_Cl34_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ar37_to_He4_Cl34_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ar37_to_n_Ca40_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ar37);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ar37);
+        }
+#endif
+        rate_He4_Ar37_to_n_Ca40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ar37_to_n_Ca40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ar37_to_n_Ca40_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ar37_to_p_K40_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ar37);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ar37);
+        }
+#endif
+        rate_He4_Ar37_to_p_K40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ar37_to_p_K40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ar37_to_p_K40_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ar38_to_He4_S35_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ar38_to_He4_S35_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ar38_to_He4_S35_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ar38_to_He4_S35_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ar38_to_n_K38_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ar38);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ar38);
+        }
+#endif
+        rate_p_Ar38_to_n_K38_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ar38_to_n_K38_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ar38_to_n_K38_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ar38_to_He4_Cl35_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ar38);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ar38);
+        }
+#endif
+        rate_p_Ar38_to_He4_Cl35_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ar38_to_He4_Cl35_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ar38_to_He4_Cl35_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ar38_to_n_Ca41_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ar38);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ar38);
+        }
+#endif
+        rate_He4_Ar38_to_n_Ca41_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ar38_to_n_Ca41_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ar38_to_n_Ca41_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ar38_to_p_K41_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ar38);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ar38);
+        }
+#endif
+        rate_He4_Ar38_to_p_K41_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ar38_to_p_K41_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ar38_to_p_K41_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ar39_to_He4_S36_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ar39_to_He4_S36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ar39_to_He4_S36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ar39_to_He4_S36_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ar39_to_n_K39_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ar39);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ar39);
+        }
+#endif
+        rate_p_Ar39_to_n_K39_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ar39_to_n_K39_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ar39_to_n_K39_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ar39_to_He4_Cl36_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ar39);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ar39);
+        }
+#endif
+        rate_p_Ar39_to_He4_Cl36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ar39_to_He4_Cl36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ar39_to_He4_Cl36_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ar39_to_n_Ca42_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ar39);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ar39);
+        }
+#endif
+        rate_He4_Ar39_to_n_Ca42_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ar39_to_n_Ca42_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ar39_to_n_Ca42_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ar40_to_n_K40_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ar40);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ar40);
+        }
+#endif
+        rate_p_Ar40_to_n_K40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ar40_to_n_K40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ar40_to_n_K40_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ar40_to_He4_Cl37_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ar40);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ar40);
+        }
+#endif
+        rate_p_Ar40_to_He4_Cl37_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ar40_to_He4_Cl37_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ar40_to_He4_Cl37_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ar40_to_n_Ca43_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ar40);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ar40);
+        }
+#endif
+        rate_He4_Ar40_to_n_Ca43_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ar40_to_n_Ca43_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ar40_to_n_Ca43_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_K37_to_p_Ar37_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_K37_to_p_Ar37_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_K37_to_p_Ar37_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_K37_to_p_Ar37_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_K37_to_He4_Cl34_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_K37_to_He4_Cl34_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_K37_to_He4_Cl34_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_K37_to_He4_Cl34_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_K37_to_p_Ca40_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_K37);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_K37);
+        }
+#endif
+        rate_He4_K37_to_p_Ca40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_K37_to_p_Ca40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_K37_to_p_Ca40_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_K38_to_p_Ar38_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_K38_to_p_Ar38_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_K38_to_p_Ar38_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_K38_to_p_Ar38_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_K38_to_He4_Cl35_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_K38_to_He4_Cl35_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_K38_to_He4_Cl35_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_K38_to_He4_Cl35_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_K38_to_p_Ca41_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_K38);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_K38);
+        }
+#endif
+        rate_He4_K38_to_p_Ca41_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_K38_to_p_Ca41_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_K38_to_p_Ca41_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_K39_to_p_Ar39_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_K39_to_p_Ar39_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_K39_to_p_Ar39_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_K39_to_p_Ar39_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_K39_to_He4_Cl36_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_K39_to_He4_Cl36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_K39_to_He4_Cl36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_K39_to_He4_Cl36_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_K39_to_He4_Ar36_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_K39);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_K39);
+        }
+#endif
+        rate_p_K39_to_He4_Ar36_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_K39_to_He4_Ar36_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_K39_to_He4_Ar36_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_K39_to_p_Ca42_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_K39);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_K39);
+        }
+#endif
+        rate_He4_K39_to_p_Ca42_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_K39_to_p_Ca42_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_K39_to_p_Ca42_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_K40_to_p_Ar40_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_K40_to_p_Ar40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_K40_to_p_Ar40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_K40_to_p_Ar40_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_K40_to_He4_Cl37_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_K40_to_He4_Cl37_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_K40_to_He4_Cl37_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_K40_to_He4_Cl37_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_K40_to_n_Ca40_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_K40);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_K40);
+        }
+#endif
+        rate_p_K40_to_n_Ca40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_K40_to_n_Ca40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_K40_to_n_Ca40_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_K40_to_He4_Ar37_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_K40);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_K40);
+        }
+#endif
+        rate_p_K40_to_He4_Ar37_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_K40_to_He4_Ar37_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_K40_to_He4_Ar37_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_K40_to_n_Sc43_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_K40);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_K40);
+        }
+#endif
+        rate_He4_K40_to_n_Sc43_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_K40_to_n_Sc43_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_K40_to_n_Sc43_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_K40_to_p_Ca43_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_K40);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_K40);
+        }
+#endif
+        rate_He4_K40_to_p_Ca43_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_K40_to_p_Ca43_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_K40_to_p_Ca43_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_K41_to_n_Ca41_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_K41);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_K41);
+        }
+#endif
+        rate_p_K41_to_n_Ca41_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_K41_to_n_Ca41_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_K41_to_n_Ca41_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_K41_to_He4_Ar38_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_K41);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_K41);
+        }
+#endif
+        rate_p_K41_to_He4_Ar38_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_K41_to_He4_Ar38_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_K41_to_He4_Ar38_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_K41_to_n_Sc44_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_K41);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_K41);
+        }
+#endif
+        rate_He4_K41_to_n_Sc44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_K41_to_n_Sc44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_K41_to_n_Sc44_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_K41_to_p_Ca44_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_K41);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_K41);
+        }
+#endif
+        rate_He4_K41_to_p_Ca44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_K41_to_p_Ca44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_K41_to_p_Ca44_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ca40_to_p_K40_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ca40_to_p_K40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ca40_to_p_K40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ca40_to_p_K40_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ca40_to_He4_Ar37_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ca40_to_He4_Ar37_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ca40_to_He4_Ar37_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ca40_to_He4_Ar37_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ca40_to_He4_K37_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ca40);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ca40);
+        }
+#endif
+        rate_p_Ca40_to_He4_K37_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ca40_to_He4_K37_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ca40_to_He4_K37_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ca40_to_p_Sc43_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ca40);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ca40);
+        }
+#endif
+        rate_He4_Ca40_to_p_Sc43_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ca40_to_p_Sc43_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ca40_to_p_Sc43_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ca41_to_p_K41_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ca41_to_p_K41_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ca41_to_p_K41_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ca41_to_p_K41_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ca41_to_He4_Ar38_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ca41_to_He4_Ar38_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ca41_to_He4_Ar38_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ca41_to_He4_Ar38_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ca41_to_He4_K38_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ca41);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ca41);
+        }
+#endif
+        rate_p_Ca41_to_He4_K38_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ca41_to_He4_K38_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ca41_to_He4_K38_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ca41_to_n_Ti44_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ca41);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ca41);
+        }
+#endif
+        rate_He4_Ca41_to_n_Ti44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ca41_to_n_Ti44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ca41_to_n_Ti44_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ca41_to_p_Sc44_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ca41);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ca41);
+        }
+#endif
+        rate_He4_Ca41_to_p_Sc44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ca41_to_p_Sc44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ca41_to_p_Sc44_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ca42_to_He4_Ar39_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ca42_to_He4_Ar39_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ca42_to_He4_Ar39_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ca42_to_He4_Ar39_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ca42_to_He4_K39_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ca42);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ca42);
+        }
+#endif
+        rate_p_Ca42_to_He4_K39_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ca42_to_He4_K39_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ca42_to_He4_K39_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ca42_to_n_Ti45_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ca42);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ca42);
+        }
+#endif
+        rate_He4_Ca42_to_n_Ti45_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ca42_to_n_Ti45_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ca42_to_n_Ti45_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ca42_to_p_Sc45_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ca42);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ca42);
+        }
+#endif
+        rate_He4_Ca42_to_p_Sc45_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ca42_to_p_Sc45_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ca42_to_p_Sc45_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ca43_to_He4_Ar40_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ca43_to_He4_Ar40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ca43_to_He4_Ar40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ca43_to_He4_Ar40_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ca43_to_n_Sc43_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ca43);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ca43);
+        }
+#endif
+        rate_p_Ca43_to_n_Sc43_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ca43_to_n_Sc43_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ca43_to_n_Sc43_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ca43_to_He4_K40_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ca43);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ca43);
+        }
+#endif
+        rate_p_Ca43_to_He4_K40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ca43_to_He4_K40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ca43_to_He4_K40_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ca43_to_n_Ti46_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ca43);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ca43);
+        }
+#endif
+        rate_He4_Ca43_to_n_Ti46_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ca43_to_n_Ti46_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ca43_to_n_Ti46_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ca43_to_p_Sc46_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ca43);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ca43);
+        }
+#endif
+        rate_He4_Ca43_to_p_Sc46_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ca43_to_p_Sc46_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ca43_to_p_Sc46_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ca44_to_n_Sc44_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ca44);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ca44);
+        }
+#endif
+        rate_p_Ca44_to_n_Sc44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ca44_to_n_Sc44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ca44_to_n_Sc44_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ca44_to_He4_K41_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ca44);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ca44);
+        }
+#endif
+        rate_p_Ca44_to_He4_K41_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ca44_to_He4_K41_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ca44_to_He4_K41_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ca44_to_n_Ti47_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ca44);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ca44);
+        }
+#endif
+        rate_He4_Ca44_to_n_Ti47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ca44_to_n_Ti47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ca44_to_n_Ti47_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ca44_to_p_Sc47_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ca44);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ca44);
+        }
+#endif
+        rate_He4_Ca44_to_p_Sc47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ca44_to_p_Sc47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ca44_to_p_Sc47_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ca45_to_n_Sc45_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ca45);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ca45);
+        }
+#endif
+        rate_p_Ca45_to_n_Sc45_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ca45_to_n_Sc45_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ca45_to_n_Sc45_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ca45_to_n_Ti48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ca45);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ca45);
+        }
+#endif
+        rate_He4_Ca45_to_n_Ti48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ca45_to_n_Ti48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ca45_to_n_Ti48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ca45_to_p_Sc48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ca45);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ca45);
+        }
+#endif
+        rate_He4_Ca45_to_p_Sc48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ca45_to_p_Sc48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ca45_to_p_Sc48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ca46_to_n_Sc46_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ca46);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ca46);
+        }
+#endif
+        rate_p_Ca46_to_n_Sc46_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ca46_to_n_Sc46_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ca46_to_n_Sc46_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ca46_to_n_Ti49_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ca46);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ca46);
+        }
+#endif
+        rate_He4_Ca46_to_n_Ti49_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ca46_to_n_Ti49_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ca46_to_n_Ti49_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ca46_to_p_Sc49_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ca46);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ca46);
+        }
+#endif
+        rate_He4_Ca46_to_p_Sc49_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ca46_to_p_Sc49_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ca46_to_p_Sc49_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ca47_to_n_Sc47_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ca47);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ca47);
+        }
+#endif
+        rate_p_Ca47_to_n_Sc47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ca47_to_n_Sc47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ca47_to_n_Sc47_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ca47_to_n_Ti50_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ca47);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ca47);
+        }
+#endif
+        rate_He4_Ca47_to_n_Ti50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ca47_to_n_Ti50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ca47_to_n_Ti50_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ca48_to_n_Sc48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ca48);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ca48);
+        }
+#endif
+        rate_p_Ca48_to_n_Sc48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ca48_to_n_Sc48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ca48_to_n_Sc48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ca48_to_n_Ti51_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ca48);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ca48);
+        }
+#endif
+        rate_He4_Ca48_to_n_Ti51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ca48_to_n_Ti51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ca48_to_n_Ti51_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Sc43_to_p_Ca43_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Sc43_to_p_Ca43_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Sc43_to_p_Ca43_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Sc43_to_p_Ca43_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Sc43_to_He4_K40_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Sc43_to_He4_K40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Sc43_to_He4_K40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Sc43_to_He4_K40_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Sc43_to_He4_Ca40_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Sc43);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Sc43);
+        }
+#endif
+        rate_p_Sc43_to_He4_Ca40_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Sc43_to_He4_Ca40_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Sc43_to_He4_Ca40_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Sc43_to_n_V46_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Sc43);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Sc43);
+        }
+#endif
+        rate_He4_Sc43_to_n_V46_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Sc43_to_n_V46_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Sc43_to_n_V46_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Sc43_to_p_Ti46_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Sc43);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Sc43);
+        }
+#endif
+        rate_He4_Sc43_to_p_Ti46_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Sc43_to_p_Ti46_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Sc43_to_p_Ti46_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Sc44_to_p_Ca44_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Sc44_to_p_Ca44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Sc44_to_p_Ca44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Sc44_to_p_Ca44_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Sc44_to_He4_K41_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Sc44_to_He4_K41_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Sc44_to_He4_K41_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Sc44_to_He4_K41_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Sc44_to_n_Ti44_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Sc44);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Sc44);
+        }
+#endif
+        rate_p_Sc44_to_n_Ti44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Sc44_to_n_Ti44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Sc44_to_n_Ti44_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Sc44_to_He4_Ca41_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Sc44);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Sc44);
+        }
+#endif
+        rate_p_Sc44_to_He4_Ca41_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Sc44_to_He4_Ca41_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Sc44_to_He4_Ca41_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Sc44_to_n_V47_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Sc44);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Sc44);
+        }
+#endif
+        rate_He4_Sc44_to_n_V47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Sc44_to_n_V47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Sc44_to_n_V47_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Sc44_to_p_Ti47_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Sc44);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Sc44);
+        }
+#endif
+        rate_He4_Sc44_to_p_Ti47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Sc44_to_p_Ti47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Sc44_to_p_Ti47_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Sc45_to_p_Ca45_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Sc45_to_p_Ca45_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Sc45_to_p_Ca45_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Sc45_to_p_Ca45_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Sc45_to_n_Ti45_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Sc45);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Sc45);
+        }
+#endif
+        rate_p_Sc45_to_n_Ti45_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Sc45_to_n_Ti45_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Sc45_to_n_Ti45_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Sc45_to_He4_Ca42_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Sc45);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Sc45);
+        }
+#endif
+        rate_p_Sc45_to_He4_Ca42_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Sc45_to_He4_Ca42_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Sc45_to_He4_Ca42_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Sc45_to_n_V48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Sc45);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Sc45);
+        }
+#endif
+        rate_He4_Sc45_to_n_V48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Sc45_to_n_V48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Sc45_to_n_V48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Sc45_to_p_Ti48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Sc45);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Sc45);
+        }
+#endif
+        rate_He4_Sc45_to_p_Ti48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Sc45_to_p_Ti48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Sc45_to_p_Ti48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Sc46_to_p_Ca46_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Sc46_to_p_Ca46_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Sc46_to_p_Ca46_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Sc46_to_p_Ca46_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Sc46_to_n_Ti46_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Sc46);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Sc46);
+        }
+#endif
+        rate_p_Sc46_to_n_Ti46_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Sc46_to_n_Ti46_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Sc46_to_n_Ti46_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Sc46_to_He4_Ca43_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Sc46);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Sc46);
+        }
+#endif
+        rate_p_Sc46_to_He4_Ca43_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Sc46_to_He4_Ca43_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Sc46_to_He4_Ca43_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Sc46_to_n_V49_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Sc46);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Sc46);
+        }
+#endif
+        rate_He4_Sc46_to_n_V49_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Sc46_to_n_V49_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Sc46_to_n_V49_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Sc46_to_p_Ti49_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Sc46);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Sc46);
+        }
+#endif
+        rate_He4_Sc46_to_p_Ti49_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Sc46_to_p_Ti49_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Sc46_to_p_Ti49_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Sc47_to_p_Ca47_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Sc47_to_p_Ca47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Sc47_to_p_Ca47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Sc47_to_p_Ca47_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Sc47_to_n_Ti47_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Sc47);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Sc47);
+        }
+#endif
+        rate_p_Sc47_to_n_Ti47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Sc47_to_n_Ti47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Sc47_to_n_Ti47_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Sc47_to_He4_Ca44_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Sc47);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Sc47);
+        }
+#endif
+        rate_p_Sc47_to_He4_Ca44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Sc47_to_He4_Ca44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Sc47_to_He4_Ca44_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Sc47_to_n_V50_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Sc47);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Sc47);
+        }
+#endif
+        rate_He4_Sc47_to_n_V50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Sc47_to_n_V50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Sc47_to_n_V50_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Sc47_to_p_Ti50_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Sc47);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Sc47);
+        }
+#endif
+        rate_He4_Sc47_to_p_Ti50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Sc47_to_p_Ti50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Sc47_to_p_Ti50_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Sc48_to_p_Ca48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Sc48_to_p_Ca48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Sc48_to_p_Ca48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Sc48_to_p_Ca48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Sc48_to_n_Ti48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Sc48);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Sc48);
+        }
+#endif
+        rate_p_Sc48_to_n_Ti48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Sc48_to_n_Ti48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Sc48_to_n_Ti48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Sc48_to_He4_Ca45_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Sc48);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Sc48);
+        }
+#endif
+        rate_p_Sc48_to_He4_Ca45_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Sc48_to_He4_Ca45_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Sc48_to_He4_Ca45_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Sc48_to_n_V51_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Sc48);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Sc48);
+        }
+#endif
+        rate_He4_Sc48_to_n_V51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Sc48_to_n_V51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Sc48_to_n_V51_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Sc48_to_p_Ti51_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Sc48);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Sc48);
+        }
+#endif
+        rate_He4_Sc48_to_p_Ti51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Sc48_to_p_Ti51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Sc48_to_p_Ti51_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Sc49_to_n_Ti49_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Sc49);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Sc49);
+        }
+#endif
+        rate_p_Sc49_to_n_Ti49_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Sc49_to_n_Ti49_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Sc49_to_n_Ti49_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Sc49_to_He4_Ca46_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Sc49);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Sc49);
+        }
+#endif
+        rate_p_Sc49_to_He4_Ca46_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Sc49_to_He4_Ca46_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Sc49_to_He4_Ca46_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Sc49_to_n_V52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Sc49);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Sc49);
+        }
+#endif
+        rate_He4_Sc49_to_n_V52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Sc49_to_n_V52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Sc49_to_n_V52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ti44_to_p_Sc44_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ti44_to_p_Sc44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ti44_to_p_Sc44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ti44_to_p_Sc44_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ti44_to_He4_Ca41_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ti44_to_He4_Ca41_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ti44_to_He4_Ca41_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ti44_to_He4_Ca41_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ti44_to_p_V47_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ti44);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ti44);
+        }
+#endif
+        rate_He4_Ti44_to_p_V47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ti44_to_p_V47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ti44_to_p_V47_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ti45_to_p_Sc45_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ti45_to_p_Sc45_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ti45_to_p_Sc45_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ti45_to_p_Sc45_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ti45_to_He4_Ca42_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ti45_to_He4_Ca42_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ti45_to_He4_Ca42_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ti45_to_He4_Ca42_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ti45_to_n_Cr48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ti45);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ti45);
+        }
+#endif
+        rate_He4_Ti45_to_n_Cr48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ti45_to_n_Cr48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ti45_to_n_Cr48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ti45_to_p_V48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ti45);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ti45);
+        }
+#endif
+        rate_He4_Ti45_to_p_V48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ti45_to_p_V48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ti45_to_p_V48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ti46_to_p_Sc46_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ti46_to_p_Sc46_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ti46_to_p_Sc46_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ti46_to_p_Sc46_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ti46_to_He4_Ca43_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ti46_to_He4_Ca43_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ti46_to_He4_Ca43_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ti46_to_He4_Ca43_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ti46_to_n_V46_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ti46);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ti46);
+        }
+#endif
+        rate_p_Ti46_to_n_V46_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ti46_to_n_V46_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ti46_to_n_V46_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ti46_to_He4_Sc43_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ti46);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ti46);
+        }
+#endif
+        rate_p_Ti46_to_He4_Sc43_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ti46_to_He4_Sc43_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ti46_to_He4_Sc43_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ti46_to_n_Cr49_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ti46);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ti46);
+        }
+#endif
+        rate_He4_Ti46_to_n_Cr49_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ti46_to_n_Cr49_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ti46_to_n_Cr49_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ti46_to_p_V49_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ti46);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ti46);
+        }
+#endif
+        rate_He4_Ti46_to_p_V49_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ti46_to_p_V49_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ti46_to_p_V49_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ti47_to_p_Sc47_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ti47_to_p_Sc47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ti47_to_p_Sc47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ti47_to_p_Sc47_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ti47_to_He4_Ca44_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ti47_to_He4_Ca44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ti47_to_He4_Ca44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ti47_to_He4_Ca44_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ti47_to_n_V47_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ti47);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ti47);
+        }
+#endif
+        rate_p_Ti47_to_n_V47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ti47_to_n_V47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ti47_to_n_V47_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ti47_to_He4_Sc44_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ti47);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ti47);
+        }
+#endif
+        rate_p_Ti47_to_He4_Sc44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ti47_to_He4_Sc44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ti47_to_He4_Sc44_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ti47_to_n_Cr50_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ti47);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ti47);
+        }
+#endif
+        rate_He4_Ti47_to_n_Cr50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ti47_to_n_Cr50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ti47_to_n_Cr50_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ti47_to_p_V50_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ti47);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ti47);
+        }
+#endif
+        rate_He4_Ti47_to_p_V50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ti47_to_p_V50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ti47_to_p_V50_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ti48_to_p_Sc48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ti48_to_p_Sc48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ti48_to_p_Sc48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ti48_to_p_Sc48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ti48_to_He4_Ca45_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ti48_to_He4_Ca45_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ti48_to_He4_Ca45_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ti48_to_He4_Ca45_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ti48_to_n_V48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ti48);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ti48);
+        }
+#endif
+        rate_p_Ti48_to_n_V48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ti48_to_n_V48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ti48_to_n_V48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ti48_to_He4_Sc45_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ti48);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ti48);
+        }
+#endif
+        rate_p_Ti48_to_He4_Sc45_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ti48_to_He4_Sc45_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ti48_to_He4_Sc45_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ti48_to_n_Cr51_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ti48);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ti48);
+        }
+#endif
+        rate_He4_Ti48_to_n_Cr51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ti48_to_n_Cr51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ti48_to_n_Cr51_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ti48_to_p_V51_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ti48);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ti48);
+        }
+#endif
+        rate_He4_Ti48_to_p_V51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ti48_to_p_V51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ti48_to_p_V51_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ti49_to_p_Sc49_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ti49_to_p_Sc49_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ti49_to_p_Sc49_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ti49_to_p_Sc49_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ti49_to_He4_Ca46_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ti49_to_He4_Ca46_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ti49_to_He4_Ca46_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ti49_to_He4_Ca46_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ti49_to_n_V49_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ti49);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ti49);
+        }
+#endif
+        rate_p_Ti49_to_n_V49_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ti49_to_n_V49_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ti49_to_n_V49_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ti49_to_He4_Sc46_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ti49);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ti49);
+        }
+#endif
+        rate_p_Ti49_to_He4_Sc46_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ti49_to_He4_Sc46_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ti49_to_He4_Sc46_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ti49_to_n_Cr52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ti49);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ti49);
+        }
+#endif
+        rate_He4_Ti49_to_n_Cr52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ti49_to_n_Cr52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ti49_to_n_Cr52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ti49_to_p_V52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ti49);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ti49);
+        }
+#endif
+        rate_He4_Ti49_to_p_V52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ti49_to_p_V52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ti49_to_p_V52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ti50_to_He4_Ca47_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ti50_to_He4_Ca47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ti50_to_He4_Ca47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ti50_to_He4_Ca47_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ti50_to_n_V50_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ti50);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ti50);
+        }
+#endif
+        rate_p_Ti50_to_n_V50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ti50_to_n_V50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ti50_to_n_V50_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ti50_to_He4_Sc47_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ti50);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ti50);
+        }
+#endif
+        rate_p_Ti50_to_He4_Sc47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ti50_to_He4_Sc47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ti50_to_He4_Sc47_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ti50_to_n_Cr53_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ti50);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ti50);
+        }
+#endif
+        rate_He4_Ti50_to_n_Cr53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ti50_to_n_Cr53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ti50_to_n_Cr53_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ti51_to_He4_Ca48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ti51_to_He4_Ca48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ti51_to_He4_Ca48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ti51_to_He4_Ca48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ti51_to_n_V51_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ti51);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ti51);
+        }
+#endif
+        rate_p_Ti51_to_n_V51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ti51_to_n_V51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ti51_to_n_V51_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ti51_to_He4_Sc48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ti51);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ti51);
+        }
+#endif
+        rate_p_Ti51_to_He4_Sc48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ti51_to_He4_Sc48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ti51_to_He4_Sc48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ti51_to_n_Cr54_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ti51);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ti51);
+        }
+#endif
+        rate_He4_Ti51_to_n_Cr54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ti51_to_n_Cr54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ti51_to_n_Cr54_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_V46_to_p_Ti46_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_V46_to_p_Ti46_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_V46_to_p_Ti46_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_V46_to_p_Ti46_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_V46_to_He4_Sc43_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_V46_to_He4_Sc43_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_V46_to_He4_Sc43_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_V46_to_He4_Sc43_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_V46_to_p_Cr49_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_V46);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_V46);
+        }
+#endif
+        rate_He4_V46_to_p_Cr49_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_V46_to_p_Cr49_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_V46_to_p_Cr49_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_V47_to_p_Ti47_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_V47_to_p_Ti47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_V47_to_p_Ti47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_V47_to_p_Ti47_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_V47_to_He4_Sc44_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_V47_to_He4_Sc44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_V47_to_He4_Sc44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_V47_to_He4_Sc44_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_V47_to_He4_Ti44_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_V47);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_V47);
+        }
+#endif
+        rate_p_V47_to_He4_Ti44_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_V47_to_He4_Ti44_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_V47_to_He4_Ti44_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_V47_to_n_Mn50_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_V47);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_V47);
+        }
+#endif
+        rate_He4_V47_to_n_Mn50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_V47_to_n_Mn50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_V47_to_n_Mn50_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_V47_to_p_Cr50_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_V47);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_V47);
+        }
+#endif
+        rate_He4_V47_to_p_Cr50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_V47_to_p_Cr50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_V47_to_p_Cr50_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_V48_to_p_Ti48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_V48_to_p_Ti48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_V48_to_p_Ti48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_V48_to_p_Ti48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_V48_to_He4_Sc45_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_V48_to_He4_Sc45_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_V48_to_He4_Sc45_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_V48_to_He4_Sc45_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_V48_to_n_Cr48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_V48);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_V48);
+        }
+#endif
+        rate_p_V48_to_n_Cr48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_V48_to_n_Cr48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_V48_to_n_Cr48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_V48_to_He4_Ti45_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_V48);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_V48);
+        }
+#endif
+        rate_p_V48_to_He4_Ti45_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_V48_to_He4_Ti45_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_V48_to_He4_Ti45_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_V48_to_n_Mn51_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_V48);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_V48);
+        }
+#endif
+        rate_He4_V48_to_n_Mn51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_V48_to_n_Mn51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_V48_to_n_Mn51_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_V48_to_p_Cr51_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_V48);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_V48);
+        }
+#endif
+        rate_He4_V48_to_p_Cr51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_V48_to_p_Cr51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_V48_to_p_Cr51_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_V49_to_p_Ti49_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_V49_to_p_Ti49_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_V49_to_p_Ti49_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_V49_to_p_Ti49_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_V49_to_He4_Sc46_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_V49_to_He4_Sc46_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_V49_to_He4_Sc46_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_V49_to_He4_Sc46_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_V49_to_n_Cr49_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_V49);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_V49);
+        }
+#endif
+        rate_p_V49_to_n_Cr49_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_V49_to_n_Cr49_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_V49_to_n_Cr49_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_V49_to_He4_Ti46_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_V49);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_V49);
+        }
+#endif
+        rate_p_V49_to_He4_Ti46_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_V49_to_He4_Ti46_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_V49_to_He4_Ti46_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_V49_to_n_Mn52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_V49);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_V49);
+        }
+#endif
+        rate_He4_V49_to_n_Mn52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_V49_to_n_Mn52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_V49_to_n_Mn52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_V49_to_p_Cr52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_V49);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_V49);
+        }
+#endif
+        rate_He4_V49_to_p_Cr52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_V49_to_p_Cr52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_V49_to_p_Cr52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_V50_to_p_Ti50_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_V50_to_p_Ti50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_V50_to_p_Ti50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_V50_to_p_Ti50_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_V50_to_He4_Sc47_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_V50_to_He4_Sc47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_V50_to_He4_Sc47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_V50_to_He4_Sc47_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_V50_to_n_Cr50_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_V50);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_V50);
+        }
+#endif
+        rate_p_V50_to_n_Cr50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_V50_to_n_Cr50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_V50_to_n_Cr50_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_V50_to_He4_Ti47_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_V50);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_V50);
+        }
+#endif
+        rate_p_V50_to_He4_Ti47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_V50_to_He4_Ti47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_V50_to_He4_Ti47_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_V50_to_n_Mn53_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_V50);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_V50);
+        }
+#endif
+        rate_He4_V50_to_n_Mn53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_V50_to_n_Mn53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_V50_to_n_Mn53_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_V50_to_p_Cr53_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_V50);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_V50);
+        }
+#endif
+        rate_He4_V50_to_p_Cr53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_V50_to_p_Cr53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_V50_to_p_Cr53_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_V51_to_p_Ti51_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_V51_to_p_Ti51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_V51_to_p_Ti51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_V51_to_p_Ti51_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_V51_to_He4_Sc48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_V51_to_He4_Sc48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_V51_to_He4_Sc48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_V51_to_He4_Sc48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_V51_to_n_Cr51_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_V51);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_V51);
+        }
+#endif
+        rate_p_V51_to_n_Cr51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_V51_to_n_Cr51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_V51_to_n_Cr51_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_V51_to_He4_Ti48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_V51);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_V51);
+        }
+#endif
+        rate_p_V51_to_He4_Ti48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_V51_to_He4_Ti48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_V51_to_He4_Ti48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_V51_to_n_Mn54_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_V51);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_V51);
+        }
+#endif
+        rate_He4_V51_to_n_Mn54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_V51_to_n_Mn54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_V51_to_n_Mn54_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_V51_to_p_Cr54_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_V51);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_V51);
+        }
+#endif
+        rate_He4_V51_to_p_Cr54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_V51_to_p_Cr54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_V51_to_p_Cr54_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_V52_to_He4_Sc49_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_V52_to_He4_Sc49_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_V52_to_He4_Sc49_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_V52_to_He4_Sc49_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_V52_to_n_Cr52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_V52);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_V52);
+        }
+#endif
+        rate_p_V52_to_n_Cr52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_V52_to_n_Cr52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_V52_to_n_Cr52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_V52_to_He4_Ti49_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_V52);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_V52);
+        }
+#endif
+        rate_p_V52_to_He4_Ti49_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_V52_to_He4_Ti49_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_V52_to_He4_Ti49_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_V52_to_n_Mn55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_V52);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_V52);
+        }
+#endif
+        rate_He4_V52_to_n_Mn55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_V52_to_n_Mn55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_V52_to_n_Mn55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cr48_to_p_V48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cr48_to_p_V48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cr48_to_p_V48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cr48_to_p_V48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cr48_to_He4_Ti45_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cr48_to_He4_Ti45_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cr48_to_He4_Ti45_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cr48_to_He4_Ti45_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cr48_to_p_Mn51_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cr48);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cr48);
+        }
+#endif
+        rate_He4_Cr48_to_p_Mn51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cr48_to_p_Mn51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cr48_to_p_Mn51_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cr49_to_p_V49_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cr49_to_p_V49_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cr49_to_p_V49_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cr49_to_p_V49_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cr49_to_He4_Ti46_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cr49_to_He4_Ti46_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cr49_to_He4_Ti46_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cr49_to_He4_Ti46_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cr49_to_He4_V46_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cr49);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cr49);
+        }
+#endif
+        rate_p_Cr49_to_He4_V46_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cr49_to_He4_V46_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cr49_to_He4_V46_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cr49_to_n_Fe52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cr49);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cr49);
+        }
+#endif
+        rate_He4_Cr49_to_n_Fe52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cr49_to_n_Fe52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cr49_to_n_Fe52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cr49_to_p_Mn52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cr49);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cr49);
+        }
+#endif
+        rate_He4_Cr49_to_p_Mn52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cr49_to_p_Mn52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cr49_to_p_Mn52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cr50_to_p_V50_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cr50_to_p_V50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cr50_to_p_V50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cr50_to_p_V50_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cr50_to_He4_Ti47_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cr50_to_He4_Ti47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cr50_to_He4_Ti47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cr50_to_He4_Ti47_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cr50_to_n_Mn50_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cr50);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cr50);
+        }
+#endif
+        rate_p_Cr50_to_n_Mn50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cr50_to_n_Mn50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cr50_to_n_Mn50_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cr50_to_He4_V47_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cr50);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cr50);
+        }
+#endif
+        rate_p_Cr50_to_He4_V47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cr50_to_He4_V47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cr50_to_He4_V47_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cr50_to_n_Fe53_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cr50);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cr50);
+        }
+#endif
+        rate_He4_Cr50_to_n_Fe53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cr50_to_n_Fe53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cr50_to_n_Fe53_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cr50_to_p_Mn53_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cr50);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cr50);
+        }
+#endif
+        rate_He4_Cr50_to_p_Mn53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cr50_to_p_Mn53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cr50_to_p_Mn53_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cr51_to_p_V51_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cr51_to_p_V51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cr51_to_p_V51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cr51_to_p_V51_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cr51_to_He4_Ti48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cr51_to_He4_Ti48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cr51_to_He4_Ti48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cr51_to_He4_Ti48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cr51_to_n_Mn51_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cr51);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cr51);
+        }
+#endif
+        rate_p_Cr51_to_n_Mn51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cr51_to_n_Mn51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cr51_to_n_Mn51_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cr51_to_He4_V48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cr51);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cr51);
+        }
+#endif
+        rate_p_Cr51_to_He4_V48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cr51_to_He4_V48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cr51_to_He4_V48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cr51_to_n_Fe54_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cr51);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cr51);
+        }
+#endif
+        rate_He4_Cr51_to_n_Fe54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cr51_to_n_Fe54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cr51_to_n_Fe54_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cr51_to_p_Mn54_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cr51);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cr51);
+        }
+#endif
+        rate_He4_Cr51_to_p_Mn54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cr51_to_p_Mn54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cr51_to_p_Mn54_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cr52_to_p_V52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cr52_to_p_V52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cr52_to_p_V52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cr52_to_p_V52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cr52_to_He4_Ti49_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cr52_to_He4_Ti49_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cr52_to_He4_Ti49_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cr52_to_He4_Ti49_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cr52_to_n_Mn52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cr52);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cr52);
+        }
+#endif
+        rate_p_Cr52_to_n_Mn52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cr52_to_n_Mn52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cr52_to_n_Mn52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cr52_to_He4_V49_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cr52);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cr52);
+        }
+#endif
+        rate_p_Cr52_to_He4_V49_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cr52_to_He4_V49_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cr52_to_He4_V49_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cr52_to_n_Fe55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cr52);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cr52);
+        }
+#endif
+        rate_He4_Cr52_to_n_Fe55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cr52_to_n_Fe55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cr52_to_n_Fe55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cr52_to_p_Mn55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cr52);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cr52);
+        }
+#endif
+        rate_He4_Cr52_to_p_Mn55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cr52_to_p_Mn55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cr52_to_p_Mn55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cr53_to_He4_Ti50_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cr53_to_He4_Ti50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cr53_to_He4_Ti50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cr53_to_He4_Ti50_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cr53_to_n_Mn53_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cr53);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cr53);
+        }
+#endif
+        rate_p_Cr53_to_n_Mn53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cr53_to_n_Mn53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cr53_to_n_Mn53_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cr53_to_He4_V50_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cr53);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cr53);
+        }
+#endif
+        rate_p_Cr53_to_He4_V50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cr53_to_He4_V50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cr53_to_He4_V50_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cr53_to_n_Fe56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cr53);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cr53);
+        }
+#endif
+        rate_He4_Cr53_to_n_Fe56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cr53_to_n_Fe56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cr53_to_n_Fe56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cr54_to_He4_Ti51_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cr54_to_He4_Ti51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cr54_to_He4_Ti51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cr54_to_He4_Ti51_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cr54_to_n_Mn54_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cr54);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cr54);
+        }
+#endif
+        rate_p_Cr54_to_n_Mn54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cr54_to_n_Mn54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cr54_to_n_Mn54_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cr54_to_He4_V51_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cr54);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cr54);
+        }
+#endif
+        rate_p_Cr54_to_He4_V51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cr54_to_He4_V51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cr54_to_He4_V51_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cr54_to_n_Fe57_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cr54);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cr54);
+        }
+#endif
+        rate_He4_Cr54_to_n_Fe57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cr54_to_n_Fe57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cr54_to_n_Fe57_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Mn50_to_p_Cr50_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Mn50_to_p_Cr50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Mn50_to_p_Cr50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Mn50_to_p_Cr50_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Mn50_to_He4_V47_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Mn50_to_He4_V47_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Mn50_to_He4_V47_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Mn50_to_He4_V47_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mn50_to_n_Co53_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mn50);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mn50);
+        }
+#endif
+        rate_He4_Mn50_to_n_Co53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Mn50_to_n_Co53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mn50_to_n_Co53_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mn50_to_p_Fe53_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mn50);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mn50);
+        }
+#endif
+        rate_He4_Mn50_to_p_Fe53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Mn50_to_p_Fe53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mn50_to_p_Fe53_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Mn51_to_p_Cr51_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Mn51_to_p_Cr51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Mn51_to_p_Cr51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Mn51_to_p_Cr51_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Mn51_to_He4_V48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Mn51_to_He4_V48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Mn51_to_He4_V48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Mn51_to_He4_V48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Mn51_to_He4_Cr48_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Mn51);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Mn51);
+        }
+#endif
+        rate_p_Mn51_to_He4_Cr48_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Mn51_to_He4_Cr48_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Mn51_to_He4_Cr48_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mn51_to_n_Co54_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mn51);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mn51);
+        }
+#endif
+        rate_He4_Mn51_to_n_Co54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Mn51_to_n_Co54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mn51_to_n_Co54_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mn51_to_p_Fe54_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mn51);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mn51);
+        }
+#endif
+        rate_He4_Mn51_to_p_Fe54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Mn51_to_p_Fe54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mn51_to_p_Fe54_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Mn52_to_p_Cr52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Mn52_to_p_Cr52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Mn52_to_p_Cr52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Mn52_to_p_Cr52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Mn52_to_He4_V49_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Mn52_to_He4_V49_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Mn52_to_He4_V49_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Mn52_to_He4_V49_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Mn52_to_n_Fe52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Mn52);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Mn52);
+        }
+#endif
+        rate_p_Mn52_to_n_Fe52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Mn52_to_n_Fe52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Mn52_to_n_Fe52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Mn52_to_He4_Cr49_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Mn52);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Mn52);
+        }
+#endif
+        rate_p_Mn52_to_He4_Cr49_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Mn52_to_He4_Cr49_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Mn52_to_He4_Cr49_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mn52_to_n_Co55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mn52);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mn52);
+        }
+#endif
+        rate_He4_Mn52_to_n_Co55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Mn52_to_n_Co55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mn52_to_n_Co55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mn52_to_p_Fe55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mn52);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mn52);
+        }
+#endif
+        rate_He4_Mn52_to_p_Fe55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Mn52_to_p_Fe55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mn52_to_p_Fe55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Mn53_to_p_Cr53_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Mn53_to_p_Cr53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Mn53_to_p_Cr53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Mn53_to_p_Cr53_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Mn53_to_He4_V50_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Mn53_to_He4_V50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Mn53_to_He4_V50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Mn53_to_He4_V50_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Mn53_to_n_Fe53_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Mn53);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Mn53);
+        }
+#endif
+        rate_p_Mn53_to_n_Fe53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Mn53_to_n_Fe53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Mn53_to_n_Fe53_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Mn53_to_He4_Cr50_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Mn53);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Mn53);
+        }
+#endif
+        rate_p_Mn53_to_He4_Cr50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Mn53_to_He4_Cr50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Mn53_to_He4_Cr50_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mn53_to_n_Co56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mn53);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mn53);
+        }
+#endif
+        rate_He4_Mn53_to_n_Co56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Mn53_to_n_Co56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mn53_to_n_Co56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mn53_to_p_Fe56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mn53);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mn53);
+        }
+#endif
+        rate_He4_Mn53_to_p_Fe56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Mn53_to_p_Fe56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mn53_to_p_Fe56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Mn54_to_p_Cr54_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Mn54_to_p_Cr54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Mn54_to_p_Cr54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Mn54_to_p_Cr54_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Mn54_to_He4_V51_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Mn54_to_He4_V51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Mn54_to_He4_V51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Mn54_to_He4_V51_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Mn54_to_n_Fe54_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Mn54);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Mn54);
+        }
+#endif
+        rate_p_Mn54_to_n_Fe54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Mn54_to_n_Fe54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Mn54_to_n_Fe54_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Mn54_to_He4_Cr51_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Mn54);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Mn54);
+        }
+#endif
+        rate_p_Mn54_to_He4_Cr51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Mn54_to_He4_Cr51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Mn54_to_He4_Cr51_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mn54_to_n_Co57_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mn54);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mn54);
+        }
+#endif
+        rate_He4_Mn54_to_n_Co57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Mn54_to_n_Co57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mn54_to_n_Co57_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mn54_to_p_Fe57_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mn54);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mn54);
+        }
+#endif
+        rate_He4_Mn54_to_p_Fe57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Mn54_to_p_Fe57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mn54_to_p_Fe57_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Mn55_to_He4_V52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Mn55_to_He4_V52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Mn55_to_He4_V52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Mn55_to_He4_V52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Mn55_to_n_Fe55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Mn55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Mn55);
+        }
+#endif
+        rate_p_Mn55_to_n_Fe55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Mn55_to_n_Fe55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Mn55_to_n_Fe55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Mn55_to_He4_Cr52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Mn55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Mn55);
+        }
+#endif
+        rate_p_Mn55_to_He4_Cr52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Mn55_to_He4_Cr52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Mn55_to_He4_Cr52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mn55_to_n_Co58_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mn55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mn55);
+        }
+#endif
+        rate_He4_Mn55_to_n_Co58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Mn55_to_n_Co58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mn55_to_n_Co58_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Mn55_to_p_Fe58_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Mn55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Mn55);
+        }
+#endif
+        rate_He4_Mn55_to_p_Fe58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Mn55_to_p_Fe58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Mn55_to_p_Fe58_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Fe52_to_p_Mn52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Fe52_to_p_Mn52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Fe52_to_p_Mn52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Fe52_to_p_Mn52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Fe52_to_He4_Cr49_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Fe52_to_He4_Cr49_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Fe52_to_He4_Cr49_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Fe52_to_He4_Cr49_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe52_to_p_Co55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe52);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe52);
+        }
+#endif
+        rate_He4_Fe52_to_p_Co55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Fe52_to_p_Co55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe52_to_p_Co55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Fe53_to_p_Mn53_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Fe53_to_p_Mn53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Fe53_to_p_Mn53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Fe53_to_p_Mn53_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Fe53_to_He4_Cr50_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Fe53_to_He4_Cr50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Fe53_to_He4_Cr50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Fe53_to_He4_Cr50_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Fe53_to_n_Co53_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Fe53);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Fe53);
+        }
+#endif
+        rate_p_Fe53_to_n_Co53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Fe53_to_n_Co53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Fe53_to_n_Co53_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Fe53_to_He4_Mn50_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Fe53);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Fe53);
+        }
+#endif
+        rate_p_Fe53_to_He4_Mn50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Fe53_to_He4_Mn50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Fe53_to_He4_Mn50_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe53_to_n_Ni56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe53);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe53);
+        }
+#endif
+        rate_He4_Fe53_to_n_Ni56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Fe53_to_n_Ni56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe53_to_n_Ni56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe53_to_p_Co56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe53);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe53);
+        }
+#endif
+        rate_He4_Fe53_to_p_Co56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Fe53_to_p_Co56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe53_to_p_Co56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Fe54_to_p_Mn54_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Fe54_to_p_Mn54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Fe54_to_p_Mn54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Fe54_to_p_Mn54_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Fe54_to_He4_Cr51_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Fe54_to_He4_Cr51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Fe54_to_He4_Cr51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Fe54_to_He4_Cr51_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Fe54_to_n_Co54_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Fe54);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Fe54);
+        }
+#endif
+        rate_p_Fe54_to_n_Co54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Fe54_to_n_Co54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Fe54_to_n_Co54_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Fe54_to_He4_Mn51_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Fe54);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Fe54);
+        }
+#endif
+        rate_p_Fe54_to_He4_Mn51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Fe54_to_He4_Mn51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Fe54_to_He4_Mn51_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe54_to_n_Ni57_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe54);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe54);
+        }
+#endif
+        rate_He4_Fe54_to_n_Ni57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Fe54_to_n_Ni57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe54_to_n_Ni57_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe54_to_p_Co57_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe54);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe54);
+        }
+#endif
+        rate_He4_Fe54_to_p_Co57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Fe54_to_p_Co57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe54_to_p_Co57_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Fe55_to_p_Mn55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Fe55_to_p_Mn55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Fe55_to_p_Mn55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Fe55_to_p_Mn55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Fe55_to_He4_Cr52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Fe55_to_He4_Cr52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Fe55_to_He4_Cr52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Fe55_to_He4_Cr52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Fe55_to_n_Co55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Fe55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Fe55);
+        }
+#endif
+        rate_p_Fe55_to_n_Co55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Fe55_to_n_Co55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Fe55_to_n_Co55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Fe55_to_He4_Mn52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Fe55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Fe55);
+        }
+#endif
+        rate_p_Fe55_to_He4_Mn52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Fe55_to_He4_Mn52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Fe55_to_He4_Mn52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe55_to_n_Ni58_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe55);
+        }
+#endif
+        rate_He4_Fe55_to_n_Ni58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Fe55_to_n_Ni58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe55_to_n_Ni58_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe55_to_p_Co58_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe55);
+        }
+#endif
+        rate_He4_Fe55_to_p_Co58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Fe55_to_p_Co58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe55_to_p_Co58_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Fe56_to_He4_Cr53_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Fe56_to_He4_Cr53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Fe56_to_He4_Cr53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Fe56_to_He4_Cr53_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Fe56_to_n_Co56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Fe56);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Fe56);
+        }
+#endif
+        rate_p_Fe56_to_n_Co56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Fe56_to_n_Co56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Fe56_to_n_Co56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Fe56_to_He4_Mn53_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Fe56);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Fe56);
+        }
+#endif
+        rate_p_Fe56_to_He4_Mn53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Fe56_to_He4_Mn53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Fe56_to_He4_Mn53_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe56_to_n_Ni59_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe56);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe56);
+        }
+#endif
+        rate_He4_Fe56_to_n_Ni59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Fe56_to_n_Ni59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe56_to_n_Ni59_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe56_to_p_Co59_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe56);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe56);
+        }
+#endif
+        rate_He4_Fe56_to_p_Co59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Fe56_to_p_Co59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe56_to_p_Co59_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Fe57_to_He4_Cr54_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Fe57_to_He4_Cr54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Fe57_to_He4_Cr54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Fe57_to_He4_Cr54_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Fe57_to_n_Co57_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Fe57);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Fe57);
+        }
+#endif
+        rate_p_Fe57_to_n_Co57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Fe57_to_n_Co57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Fe57_to_n_Co57_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Fe57_to_He4_Mn54_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Fe57);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Fe57);
+        }
+#endif
+        rate_p_Fe57_to_He4_Mn54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Fe57_to_He4_Mn54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Fe57_to_He4_Mn54_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe57_to_n_Ni60_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe57);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe57);
+        }
+#endif
+        rate_He4_Fe57_to_n_Ni60_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Fe57_to_n_Ni60_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe57_to_n_Ni60_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Fe58_to_n_Co58_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Fe58);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Fe58);
+        }
+#endif
+        rate_p_Fe58_to_n_Co58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Fe58_to_n_Co58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Fe58_to_n_Co58_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Fe58_to_He4_Mn55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Fe58);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Fe58);
+        }
+#endif
+        rate_p_Fe58_to_He4_Mn55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Fe58_to_He4_Mn55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Fe58_to_He4_Mn55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Fe58_to_n_Ni61_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Fe58);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Fe58);
+        }
+#endif
+        rate_He4_Fe58_to_n_Ni61_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Fe58_to_n_Ni61_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Fe58_to_n_Ni61_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Co53_to_p_Fe53_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Co53_to_p_Fe53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Co53_to_p_Fe53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Co53_to_p_Fe53_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Co53_to_He4_Mn50_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Co53_to_He4_Mn50_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Co53_to_He4_Mn50_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Co53_to_He4_Mn50_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Co53_to_p_Ni56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Co53);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Co53);
+        }
+#endif
+        rate_He4_Co53_to_p_Ni56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Co53_to_p_Ni56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Co53_to_p_Ni56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Co54_to_p_Fe54_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Co54_to_p_Fe54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Co54_to_p_Fe54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Co54_to_p_Fe54_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Co54_to_He4_Mn51_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Co54_to_He4_Mn51_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Co54_to_He4_Mn51_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Co54_to_He4_Mn51_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Co54_to_n_Cu57_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Co54);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Co54);
+        }
+#endif
+        rate_He4_Co54_to_n_Cu57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Co54_to_n_Cu57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Co54_to_n_Cu57_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Co54_to_p_Ni57_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Co54);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Co54);
+        }
+#endif
+        rate_He4_Co54_to_p_Ni57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Co54_to_p_Ni57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Co54_to_p_Ni57_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Co55_to_p_Fe55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Co55_to_p_Fe55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Co55_to_p_Fe55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Co55_to_p_Fe55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Co55_to_He4_Mn52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Co55_to_He4_Mn52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Co55_to_He4_Mn52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Co55_to_He4_Mn52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Co55_to_He4_Fe52_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Co55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Co55);
+        }
+#endif
+        rate_p_Co55_to_He4_Fe52_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Co55_to_He4_Fe52_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Co55_to_He4_Fe52_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Co55_to_n_Cu58_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Co55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Co55);
+        }
+#endif
+        rate_He4_Co55_to_n_Cu58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Co55_to_n_Cu58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Co55_to_n_Cu58_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Co55_to_p_Ni58_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Co55);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Co55);
+        }
+#endif
+        rate_He4_Co55_to_p_Ni58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Co55_to_p_Ni58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Co55_to_p_Ni58_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Co56_to_p_Fe56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Co56_to_p_Fe56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Co56_to_p_Fe56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Co56_to_p_Fe56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Co56_to_He4_Mn53_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Co56_to_He4_Mn53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Co56_to_He4_Mn53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Co56_to_He4_Mn53_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Co56_to_n_Ni56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Co56);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Co56);
+        }
+#endif
+        rate_p_Co56_to_n_Ni56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Co56_to_n_Ni56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Co56_to_n_Ni56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Co56_to_He4_Fe53_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Co56);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Co56);
+        }
+#endif
+        rate_p_Co56_to_He4_Fe53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Co56_to_He4_Fe53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Co56_to_He4_Fe53_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Co56_to_n_Cu59_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Co56);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Co56);
+        }
+#endif
+        rate_He4_Co56_to_n_Cu59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Co56_to_n_Cu59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Co56_to_n_Cu59_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Co56_to_p_Ni59_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Co56);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Co56);
+        }
+#endif
+        rate_He4_Co56_to_p_Ni59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Co56_to_p_Ni59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Co56_to_p_Ni59_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Co57_to_p_Fe57_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Co57_to_p_Fe57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Co57_to_p_Fe57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Co57_to_p_Fe57_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Co57_to_He4_Mn54_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Co57_to_He4_Mn54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Co57_to_He4_Mn54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Co57_to_He4_Mn54_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Co57_to_n_Ni57_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Co57);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Co57);
+        }
+#endif
+        rate_p_Co57_to_n_Ni57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Co57_to_n_Ni57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Co57_to_n_Ni57_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Co57_to_He4_Fe54_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Co57);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Co57);
+        }
+#endif
+        rate_p_Co57_to_He4_Fe54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Co57_to_He4_Fe54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Co57_to_He4_Fe54_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Co57_to_n_Cu60_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Co57);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Co57);
+        }
+#endif
+        rate_He4_Co57_to_n_Cu60_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Co57_to_n_Cu60_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Co57_to_n_Cu60_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Co57_to_p_Ni60_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Co57);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Co57);
+        }
+#endif
+        rate_He4_Co57_to_p_Ni60_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Co57_to_p_Ni60_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Co57_to_p_Ni60_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Co58_to_p_Fe58_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Co58_to_p_Fe58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Co58_to_p_Fe58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Co58_to_p_Fe58_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Co58_to_He4_Mn55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Co58_to_He4_Mn55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Co58_to_He4_Mn55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Co58_to_He4_Mn55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Co58_to_n_Ni58_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Co58);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Co58);
+        }
+#endif
+        rate_p_Co58_to_n_Ni58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Co58_to_n_Ni58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Co58_to_n_Ni58_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Co58_to_He4_Fe55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Co58);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Co58);
+        }
+#endif
+        rate_p_Co58_to_He4_Fe55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Co58_to_He4_Fe55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Co58_to_He4_Fe55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Co58_to_n_Cu61_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Co58);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Co58);
+        }
+#endif
+        rate_He4_Co58_to_n_Cu61_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Co58_to_n_Cu61_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Co58_to_n_Cu61_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Co58_to_p_Ni61_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Co58);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Co58);
+        }
+#endif
+        rate_He4_Co58_to_p_Ni61_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Co58_to_p_Ni61_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Co58_to_p_Ni61_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Co59_to_n_Ni59_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Co59);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Co59);
+        }
+#endif
+        rate_p_Co59_to_n_Ni59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Co59_to_n_Ni59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Co59_to_n_Ni59_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Co59_to_He4_Fe56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Co59);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Co59);
+        }
+#endif
+        rate_p_Co59_to_He4_Fe56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Co59_to_He4_Fe56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Co59_to_He4_Fe56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Co59_to_n_Cu62_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Co59);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Co59);
+        }
+#endif
+        rate_He4_Co59_to_n_Cu62_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Co59_to_n_Cu62_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Co59_to_n_Cu62_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Co59_to_p_Ni62_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Co59);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Co59);
+        }
+#endif
+        rate_He4_Co59_to_p_Ni62_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Co59_to_p_Ni62_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Co59_to_p_Ni62_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ni56_to_p_Co56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ni56_to_p_Co56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ni56_to_p_Co56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ni56_to_p_Co56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ni56_to_He4_Fe53_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ni56_to_He4_Fe53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ni56_to_He4_Fe53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ni56_to_He4_Fe53_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ni56_to_He4_Co53_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ni56);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ni56);
+        }
+#endif
+        rate_p_Ni56_to_He4_Co53_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ni56_to_He4_Co53_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ni56_to_He4_Co53_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ni56_to_n_Zn59_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ni56);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ni56);
+        }
+#endif
+        rate_He4_Ni56_to_n_Zn59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ni56_to_n_Zn59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ni56_to_n_Zn59_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ni56_to_p_Cu59_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ni56);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ni56);
+        }
+#endif
+        rate_He4_Ni56_to_p_Cu59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ni56_to_p_Cu59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ni56_to_p_Cu59_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ni57_to_p_Co57_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ni57_to_p_Co57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ni57_to_p_Co57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ni57_to_p_Co57_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ni57_to_He4_Fe54_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ni57_to_He4_Fe54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ni57_to_He4_Fe54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ni57_to_He4_Fe54_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ni57_to_n_Cu57_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ni57);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ni57);
+        }
+#endif
+        rate_p_Ni57_to_n_Cu57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ni57_to_n_Cu57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ni57_to_n_Cu57_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ni57_to_He4_Co54_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ni57);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ni57);
+        }
+#endif
+        rate_p_Ni57_to_He4_Co54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ni57_to_He4_Co54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ni57_to_He4_Co54_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ni57_to_n_Zn60_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ni57);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ni57);
+        }
+#endif
+        rate_He4_Ni57_to_n_Zn60_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ni57_to_n_Zn60_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ni57_to_n_Zn60_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ni57_to_p_Cu60_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ni57);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ni57);
+        }
+#endif
+        rate_He4_Ni57_to_p_Cu60_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ni57_to_p_Cu60_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ni57_to_p_Cu60_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ni58_to_p_Co58_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ni58_to_p_Co58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ni58_to_p_Co58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ni58_to_p_Co58_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ni58_to_He4_Fe55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ni58_to_He4_Fe55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ni58_to_He4_Fe55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ni58_to_He4_Fe55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ni58_to_n_Cu58_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ni58);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ni58);
+        }
+#endif
+        rate_p_Ni58_to_n_Cu58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ni58_to_n_Cu58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ni58_to_n_Cu58_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ni58_to_He4_Co55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ni58);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ni58);
+        }
+#endif
+        rate_p_Ni58_to_He4_Co55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ni58_to_He4_Co55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ni58_to_He4_Co55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ni58_to_n_Zn61_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ni58);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ni58);
+        }
+#endif
+        rate_He4_Ni58_to_n_Zn61_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ni58_to_n_Zn61_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ni58_to_n_Zn61_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ni58_to_p_Cu61_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ni58);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ni58);
+        }
+#endif
+        rate_He4_Ni58_to_p_Cu61_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ni58_to_p_Cu61_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ni58_to_p_Cu61_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ni59_to_p_Co59_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ni59_to_p_Co59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ni59_to_p_Co59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ni59_to_p_Co59_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ni59_to_He4_Fe56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ni59_to_He4_Fe56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ni59_to_He4_Fe56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ni59_to_He4_Fe56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ni59_to_n_Cu59_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ni59);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ni59);
+        }
+#endif
+        rate_p_Ni59_to_n_Cu59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ni59_to_n_Cu59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ni59_to_n_Cu59_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ni59_to_He4_Co56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ni59);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ni59);
+        }
+#endif
+        rate_p_Ni59_to_He4_Co56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ni59_to_He4_Co56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ni59_to_He4_Co56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ni59_to_n_Zn62_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ni59);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ni59);
+        }
+#endif
+        rate_He4_Ni59_to_n_Zn62_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ni59_to_n_Zn62_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ni59_to_n_Zn62_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ni59_to_p_Cu62_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ni59);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ni59);
+        }
+#endif
+        rate_He4_Ni59_to_p_Cu62_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ni59_to_p_Cu62_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ni59_to_p_Cu62_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ni60_to_He4_Fe57_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ni60_to_He4_Fe57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ni60_to_He4_Fe57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ni60_to_He4_Fe57_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ni60_to_n_Cu60_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ni60);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ni60);
+        }
+#endif
+        rate_p_Ni60_to_n_Cu60_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ni60_to_n_Cu60_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ni60_to_n_Cu60_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ni60_to_He4_Co57_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ni60);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ni60);
+        }
+#endif
+        rate_p_Ni60_to_He4_Co57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ni60_to_He4_Co57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ni60_to_He4_Co57_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ni60_to_n_Zn63_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ni60);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ni60);
+        }
+#endif
+        rate_He4_Ni60_to_n_Zn63_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ni60_to_n_Zn63_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ni60_to_n_Zn63_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ni60_to_p_Cu63_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ni60);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ni60);
+        }
+#endif
+        rate_He4_Ni60_to_p_Cu63_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ni60_to_p_Cu63_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ni60_to_p_Cu63_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ni61_to_He4_Fe58_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ni61_to_He4_Fe58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ni61_to_He4_Fe58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ni61_to_He4_Fe58_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ni61_to_n_Cu61_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ni61);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ni61);
+        }
+#endif
+        rate_p_Ni61_to_n_Cu61_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ni61_to_n_Cu61_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ni61_to_n_Cu61_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ni61_to_He4_Co58_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ni61);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ni61);
+        }
+#endif
+        rate_p_Ni61_to_He4_Co58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ni61_to_He4_Co58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ni61_to_He4_Co58_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ni61_to_n_Zn64_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ni61);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ni61);
+        }
+#endif
+        rate_He4_Ni61_to_n_Zn64_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ni61_to_n_Zn64_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ni61_to_n_Zn64_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ni61_to_p_Cu64_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ni61);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ni61);
+        }
+#endif
+        rate_He4_Ni61_to_p_Cu64_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ni61_to_p_Cu64_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ni61_to_p_Cu64_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ni62_to_n_Cu62_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ni62);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ni62);
+        }
+#endif
+        rate_p_Ni62_to_n_Cu62_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ni62_to_n_Cu62_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ni62_to_n_Cu62_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ni62_to_He4_Co59_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ni62);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ni62);
+        }
+#endif
+        rate_p_Ni62_to_He4_Co59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ni62_to_He4_Co59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ni62_to_He4_Co59_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ni62_to_n_Zn65_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ni62);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ni62);
+        }
+#endif
+        rate_He4_Ni62_to_n_Zn65_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ni62_to_n_Zn65_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ni62_to_n_Zn65_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ni62_to_p_Cu65_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ni62);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ni62);
+        }
+#endif
+        rate_He4_Ni62_to_p_Cu65_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ni62_to_p_Cu65_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ni62_to_p_Cu65_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ni63_to_n_Cu63_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ni63);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ni63);
+        }
+#endif
+        rate_p_Ni63_to_n_Cu63_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ni63_to_n_Cu63_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ni63_to_n_Cu63_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Ni63_to_n_Zn66_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Ni63);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Ni63);
+        }
+#endif
+        rate_He4_Ni63_to_n_Zn66_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Ni63_to_n_Zn66_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Ni63_to_n_Zn66_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ni64_to_n_Cu64_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ni64);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ni64);
+        }
+#endif
+        rate_p_Ni64_to_n_Cu64_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ni64_to_n_Cu64_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ni64_to_n_Cu64_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cu57_to_p_Ni57_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cu57_to_p_Ni57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cu57_to_p_Ni57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cu57_to_p_Ni57_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cu57_to_He4_Co54_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cu57_to_He4_Co54_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cu57_to_He4_Co54_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cu57_to_He4_Co54_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cu57_to_p_Zn60_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cu57);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cu57);
+        }
+#endif
+        rate_He4_Cu57_to_p_Zn60_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cu57_to_p_Zn60_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cu57_to_p_Zn60_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cu58_to_p_Ni58_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cu58_to_p_Ni58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cu58_to_p_Ni58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cu58_to_p_Ni58_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cu58_to_He4_Co55_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cu58_to_He4_Co55_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cu58_to_He4_Co55_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cu58_to_He4_Co55_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cu58_to_p_Zn61_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cu58);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cu58);
+        }
+#endif
+        rate_He4_Cu58_to_p_Zn61_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cu58_to_p_Zn61_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cu58_to_p_Zn61_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cu59_to_p_Ni59_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cu59_to_p_Ni59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cu59_to_p_Ni59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cu59_to_p_Ni59_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cu59_to_He4_Co56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cu59_to_He4_Co56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cu59_to_He4_Co56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cu59_to_He4_Co56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cu59_to_n_Zn59_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cu59);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cu59);
+        }
+#endif
+        rate_p_Cu59_to_n_Zn59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cu59_to_n_Zn59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cu59_to_n_Zn59_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cu59_to_He4_Ni56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cu59);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cu59);
+        }
+#endif
+        rate_p_Cu59_to_He4_Ni56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cu59_to_He4_Ni56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cu59_to_He4_Ni56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cu59_to_n_Ga62_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cu59);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cu59);
+        }
+#endif
+        rate_He4_Cu59_to_n_Ga62_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cu59_to_n_Ga62_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cu59_to_n_Ga62_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cu59_to_p_Zn62_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cu59);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cu59);
+        }
+#endif
+        rate_He4_Cu59_to_p_Zn62_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cu59_to_p_Zn62_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cu59_to_p_Zn62_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cu60_to_p_Ni60_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cu60_to_p_Ni60_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cu60_to_p_Ni60_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cu60_to_p_Ni60_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cu60_to_He4_Co57_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cu60_to_He4_Co57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cu60_to_He4_Co57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cu60_to_He4_Co57_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cu60_to_n_Zn60_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cu60);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cu60);
+        }
+#endif
+        rate_p_Cu60_to_n_Zn60_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cu60_to_n_Zn60_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cu60_to_n_Zn60_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cu60_to_He4_Ni57_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cu60);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cu60);
+        }
+#endif
+        rate_p_Cu60_to_He4_Ni57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cu60_to_He4_Ni57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cu60_to_He4_Ni57_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cu60_to_n_Ga63_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cu60);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cu60);
+        }
+#endif
+        rate_He4_Cu60_to_n_Ga63_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cu60_to_n_Ga63_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cu60_to_n_Ga63_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cu60_to_p_Zn63_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cu60);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cu60);
+        }
+#endif
+        rate_He4_Cu60_to_p_Zn63_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cu60_to_p_Zn63_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cu60_to_p_Zn63_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cu61_to_p_Ni61_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cu61_to_p_Ni61_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cu61_to_p_Ni61_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cu61_to_p_Ni61_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cu61_to_He4_Co58_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cu61_to_He4_Co58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cu61_to_He4_Co58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cu61_to_He4_Co58_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cu61_to_n_Zn61_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cu61);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cu61);
+        }
+#endif
+        rate_p_Cu61_to_n_Zn61_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cu61_to_n_Zn61_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cu61_to_n_Zn61_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cu61_to_He4_Ni58_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cu61);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cu61);
+        }
+#endif
+        rate_p_Cu61_to_He4_Ni58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cu61_to_He4_Ni58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cu61_to_He4_Ni58_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cu61_to_n_Ga64_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cu61);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cu61);
+        }
+#endif
+        rate_He4_Cu61_to_n_Ga64_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cu61_to_n_Ga64_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cu61_to_n_Ga64_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cu61_to_p_Zn64_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cu61);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cu61);
+        }
+#endif
+        rate_He4_Cu61_to_p_Zn64_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cu61_to_p_Zn64_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cu61_to_p_Zn64_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cu62_to_p_Ni62_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cu62_to_p_Ni62_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cu62_to_p_Ni62_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cu62_to_p_Ni62_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cu62_to_He4_Co59_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cu62_to_He4_Co59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cu62_to_He4_Co59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cu62_to_He4_Co59_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cu62_to_n_Zn62_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cu62);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cu62);
+        }
+#endif
+        rate_p_Cu62_to_n_Zn62_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cu62_to_n_Zn62_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cu62_to_n_Zn62_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cu62_to_He4_Ni59_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cu62);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cu62);
+        }
+#endif
+        rate_p_Cu62_to_He4_Ni59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cu62_to_He4_Ni59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cu62_to_He4_Ni59_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cu62_to_p_Zn65_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cu62);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cu62);
+        }
+#endif
+        rate_He4_Cu62_to_p_Zn65_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cu62_to_p_Zn65_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cu62_to_p_Zn65_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cu63_to_p_Ni63_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cu63_to_p_Ni63_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cu63_to_p_Ni63_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cu63_to_p_Ni63_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cu63_to_n_Zn63_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cu63);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cu63);
+        }
+#endif
+        rate_p_Cu63_to_n_Zn63_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cu63_to_n_Zn63_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cu63_to_n_Zn63_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cu63_to_He4_Ni60_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cu63);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cu63);
+        }
+#endif
+        rate_p_Cu63_to_He4_Ni60_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cu63_to_He4_Ni60_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cu63_to_He4_Ni60_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Cu63_to_p_Zn66_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Cu63);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Cu63);
+        }
+#endif
+        rate_He4_Cu63_to_p_Zn66_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Cu63_to_p_Zn66_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Cu63_to_p_Zn66_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Cu64_to_p_Ni64_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Cu64_to_p_Ni64_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Cu64_to_p_Ni64_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Cu64_to_p_Ni64_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cu64_to_n_Zn64_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cu64);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cu64);
+        }
+#endif
+        rate_p_Cu64_to_n_Zn64_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cu64_to_n_Zn64_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cu64_to_n_Zn64_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cu64_to_He4_Ni61_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cu64);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cu64);
+        }
+#endif
+        rate_p_Cu64_to_He4_Ni61_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cu64_to_He4_Ni61_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cu64_to_He4_Ni61_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cu65_to_n_Zn65_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cu65);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cu65);
+        }
+#endif
+        rate_p_Cu65_to_n_Zn65_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cu65_to_n_Zn65_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cu65_to_n_Zn65_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Cu65_to_He4_Ni62_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Cu65);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Cu65);
+        }
+#endif
+        rate_p_Cu65_to_He4_Ni62_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Cu65_to_He4_Ni62_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Cu65_to_He4_Ni62_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Zn59_to_p_Cu59_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Zn59_to_p_Cu59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Zn59_to_p_Cu59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Zn59_to_p_Cu59_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Zn59_to_He4_Ni56_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Zn59_to_He4_Ni56_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Zn59_to_He4_Ni56_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Zn59_to_He4_Ni56_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Zn59_to_p_Ga62_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Zn59);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Zn59);
+        }
+#endif
+        rate_He4_Zn59_to_p_Ga62_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Zn59_to_p_Ga62_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Zn59_to_p_Ga62_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Zn60_to_p_Cu60_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Zn60_to_p_Cu60_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Zn60_to_p_Cu60_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Zn60_to_p_Cu60_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Zn60_to_He4_Ni57_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Zn60_to_He4_Ni57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Zn60_to_He4_Ni57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Zn60_to_He4_Ni57_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Zn60_to_He4_Cu57_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Zn60);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Zn60);
+        }
+#endif
+        rate_p_Zn60_to_He4_Cu57_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Zn60_to_He4_Cu57_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Zn60_to_He4_Cu57_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Zn60_to_n_Ge63_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Zn60);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Zn60);
+        }
+#endif
+        rate_He4_Zn60_to_n_Ge63_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Zn60_to_n_Ge63_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Zn60_to_n_Ge63_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Zn60_to_p_Ga63_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Zn60);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Zn60);
+        }
+#endif
+        rate_He4_Zn60_to_p_Ga63_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Zn60_to_p_Ga63_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Zn60_to_p_Ga63_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Zn61_to_p_Cu61_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Zn61_to_p_Cu61_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Zn61_to_p_Cu61_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Zn61_to_p_Cu61_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Zn61_to_He4_Ni58_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Zn61_to_He4_Ni58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Zn61_to_He4_Ni58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Zn61_to_He4_Ni58_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Zn61_to_He4_Cu58_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Zn61);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Zn61);
+        }
+#endif
+        rate_p_Zn61_to_He4_Cu58_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Zn61_to_He4_Cu58_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Zn61_to_He4_Cu58_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Zn61_to_n_Ge64_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Zn61);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Zn61);
+        }
+#endif
+        rate_He4_Zn61_to_n_Ge64_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Zn61_to_n_Ge64_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Zn61_to_n_Ge64_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_Zn61_to_p_Ga64_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_Zn61);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_Zn61);
+        }
+#endif
+        rate_He4_Zn61_to_p_Ga64_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_Zn61_to_p_Ga64_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_Zn61_to_p_Ga64_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Zn62_to_p_Cu62_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Zn62_to_p_Cu62_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Zn62_to_p_Cu62_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Zn62_to_p_Cu62_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Zn62_to_He4_Ni59_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Zn62_to_He4_Ni59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Zn62_to_He4_Ni59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Zn62_to_He4_Ni59_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Zn62_to_n_Ga62_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Zn62);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Zn62);
+        }
+#endif
+        rate_p_Zn62_to_n_Ga62_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Zn62_to_n_Ga62_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Zn62_to_n_Ga62_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Zn62_to_He4_Cu59_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Zn62);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Zn62);
+        }
+#endif
+        rate_p_Zn62_to_He4_Cu59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Zn62_to_He4_Cu59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Zn62_to_He4_Cu59_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Zn63_to_p_Cu63_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Zn63_to_p_Cu63_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Zn63_to_p_Cu63_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Zn63_to_p_Cu63_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Zn63_to_He4_Ni60_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Zn63_to_He4_Ni60_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Zn63_to_He4_Ni60_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Zn63_to_He4_Ni60_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Zn63_to_n_Ga63_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Zn63);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Zn63);
+        }
+#endif
+        rate_p_Zn63_to_n_Ga63_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Zn63_to_n_Ga63_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Zn63_to_n_Ga63_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Zn63_to_He4_Cu60_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Zn63);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Zn63);
+        }
+#endif
+        rate_p_Zn63_to_He4_Cu60_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Zn63_to_He4_Cu60_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Zn63_to_He4_Cu60_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Zn64_to_p_Cu64_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Zn64_to_p_Cu64_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Zn64_to_p_Cu64_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Zn64_to_p_Cu64_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Zn64_to_He4_Ni61_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Zn64_to_He4_Ni61_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Zn64_to_He4_Ni61_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Zn64_to_He4_Ni61_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Zn64_to_n_Ga64_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Zn64);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Zn64);
+        }
+#endif
+        rate_p_Zn64_to_n_Ga64_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Zn64_to_n_Ga64_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Zn64_to_n_Ga64_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Zn64_to_He4_Cu61_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Zn64);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Zn64);
+        }
+#endif
+        rate_p_Zn64_to_He4_Cu61_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Zn64_to_He4_Cu61_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Zn64_to_He4_Cu61_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Zn65_to_p_Cu65_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Zn65_to_p_Cu65_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Zn65_to_p_Cu65_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Zn65_to_p_Cu65_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Zn65_to_He4_Ni62_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Zn65_to_He4_Ni62_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Zn65_to_He4_Ni62_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Zn65_to_He4_Ni62_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Zn65_to_He4_Cu62_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Zn65);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Zn65);
+        }
+#endif
+        rate_p_Zn65_to_He4_Cu62_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Zn65_to_He4_Cu62_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Zn65_to_He4_Cu62_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Zn66_to_He4_Ni63_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Zn66_to_He4_Ni63_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Zn66_to_He4_Ni63_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Zn66_to_He4_Ni63_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Zn66_to_He4_Cu63_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Zn66);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Zn66);
+        }
+#endif
+        rate_p_Zn66_to_He4_Cu63_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Zn66_to_He4_Cu63_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Zn66_to_He4_Cu63_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ga62_to_p_Zn62_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ga62_to_p_Zn62_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ga62_to_p_Zn62_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ga62_to_p_Zn62_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ga62_to_He4_Cu59_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ga62_to_He4_Cu59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ga62_to_He4_Cu59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ga62_to_He4_Cu59_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ga62_to_He4_Zn59_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ga62);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ga62);
+        }
+#endif
+        rate_p_Ga62_to_He4_Zn59_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ga62_to_He4_Zn59_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ga62_to_He4_Zn59_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ga63_to_p_Zn63_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ga63_to_p_Zn63_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ga63_to_p_Zn63_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ga63_to_p_Zn63_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ga63_to_He4_Cu60_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ga63_to_He4_Cu60_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ga63_to_He4_Cu60_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ga63_to_He4_Cu60_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ga63_to_n_Ge63_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ga63);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ga63);
+        }
+#endif
+        rate_p_Ga63_to_n_Ge63_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ga63_to_n_Ge63_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ga63_to_n_Ge63_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ga63_to_He4_Zn60_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ga63);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ga63);
+        }
+#endif
+        rate_p_Ga63_to_He4_Zn60_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ga63_to_He4_Zn60_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ga63_to_He4_Zn60_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ga64_to_p_Zn64_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ga64_to_p_Zn64_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ga64_to_p_Zn64_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ga64_to_p_Zn64_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ga64_to_He4_Cu61_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ga64_to_He4_Cu61_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ga64_to_He4_Cu61_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ga64_to_He4_Cu61_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ga64_to_n_Ge64_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ga64);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ga64);
+        }
+#endif
+        rate_p_Ga64_to_n_Ge64_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ga64_to_n_Ge64_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ga64_to_n_Ge64_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Ga64_to_He4_Zn61_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Ga64);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Ga64);
+        }
+#endif
+        rate_p_Ga64_to_He4_Zn61_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Ga64_to_He4_Zn61_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Ga64_to_He4_Zn61_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ge63_to_p_Ga63_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ge63_to_p_Ga63_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ge63_to_p_Ga63_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ge63_to_p_Ga63_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ge63_to_He4_Zn60_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ge63_to_He4_Zn60_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ge63_to_He4_Zn60_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ge63_to_He4_Zn60_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ge64_to_p_Ga64_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ge64_to_p_Ga64_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ge64_to_p_Ga64_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ge64_to_p_Ga64_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_Ge64_to_He4_Zn61_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_Ge64_to_He4_Zn61_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_Ge64_to_He4_Zn61_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_Ge64_to_He4_Zn61_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_d_to_n_p_p_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_d);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_d);
+        }
+#endif
+        rate_p_d_to_n_p_p_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_d_to_n_p_p_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_d_to_n_p_p_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He3_He3_to_p_p_He4_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He3_He3);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He3_He3);
+        }
+#endif
+        rate_He3_He3_to_p_p_He4_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He3_He3_to_p_p_He4_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He3_He3_to_p_p_He4_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // d_Li7_to_n_He4_He4_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_d_Li7);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_d_Li7);
+        }
+#endif
+        rate_d_Li7_to_n_He4_He4_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_d_Li7_to_n_He4_He4_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_d_Li7_to_n_He4_He4_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // d_Be7_to_p_He4_He4_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_d_Be7);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_d_Be7);
+        }
+#endif
+        rate_d_Be7_to_p_He4_He4_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_d_Be7_to_p_He4_He4_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_d_Be7_to_p_He4_He4_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Be9_to_d_He4_He4_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Be9);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Be9);
+        }
+#endif
+        rate_p_Be9_to_d_He4_He4_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Be9_to_d_He4_He4_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Be9_to_d_He4_He4_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_B8_to_p_He4_He4_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+        rate_n_B8_to_p_He4_He4_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_B8_to_p_He4_He4_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_B8_to_p_He4_He4_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_B11_to_He4_He4_He4_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_B11);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_B11);
+        }
+#endif
+        rate_p_B11_to_He4_He4_He4_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_B11_to_He4_He4_He4_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_B11_to_He4_He4_He4_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He3_Li7_to_n_p_He4_He4_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He3_Li7);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He3_Li7);
+        }
+#endif
+        rate_He3_Li7_to_n_p_He4_He4_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He3_Li7_to_n_p_He4_He4_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He3_Li7_to_n_p_He4_He4_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He3_Be7_to_p_p_He4_He4_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He3_Be7);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He3_Be7);
+        }
+#endif
+        rate_He3_Be7_to_p_p_He4_He4_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He3_Be7_to_p_p_He4_He4_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He3_Be7_to_p_p_He4_He4_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_Be9_to_n_p_He4_He4_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_Be9);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_Be9);
+        }
+#endif
+        rate_p_Be9_to_n_p_He4_He4_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_Be9_to_n_p_He4_He4_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_Be9_to_n_p_He4_He4_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_p_He4_to_Li6_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_He4);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_He4);
+        }
+#endif
+        rate_n_p_He4_to_Li6_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_p_He4_to_Li6_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_p_He4_to_Li6_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_He4_He4_to_Be9_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_He4);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_He4);
+        }
+#endif
+        rate_n_He4_He4_to_Be9_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_He4_He4_to_Be9_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_He4_He4_to_Be9_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_He4_He4_to_C12_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_He4) + rate_eval.log_screen(k_He4_Be8);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_He4) + rate_eval.dlog_screen_dT(k_He4_Be8);
+        }
+#endif
+        rate_He4_He4_He4_to_C12_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_He4_He4_to_C12_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_C12_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_p_p_to_p_d_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_p);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_p);
+        }
+#endif
+        rate_n_p_p_to_p_d_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_p_p_to_p_d_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_p_p_to_p_d_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_p_He4_to_He3_He3_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_p_p) + rate_eval.log_screen(k_He2_He4);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_p_p) + rate_eval.dlog_screen_dT(k_He2_He4);
+        }
+#endif
+        rate_p_p_He4_to_He3_He3_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_p_He4_to_He3_He3_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_p_He4_to_He3_He3_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_He4_He4_to_d_Li7_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_He4);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_He4);
+        }
+#endif
+        rate_n_He4_He4_to_d_Li7_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_He4_He4_to_d_Li7_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_He4_He4_to_d_Li7_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_He4_He4_to_n_B8_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_He4) + rate_eval.log_screen(k_p_Be8);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_He4) + rate_eval.dlog_screen_dT(k_p_Be8);
+        }
+#endif
+        rate_p_He4_He4_to_n_B8_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_He4_He4_to_n_B8_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_He4_He4_to_n_B8_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_He4_He4_to_d_Be7_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_He4) + rate_eval.log_screen(k_p_Be8);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_He4) + rate_eval.dlog_screen_dT(k_p_Be8);
+        }
+#endif
+        rate_p_He4_He4_to_d_Be7_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_He4_He4_to_d_Be7_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_He4_He4_to_d_Be7_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // d_He4_He4_to_p_Be9_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_He4) + rate_eval.log_screen(k_d_Be8);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_He4) + rate_eval.dlog_screen_dT(k_d_Be8);
+        }
+#endif
+        rate_d_He4_He4_to_p_Be9_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_d_He4_He4_to_p_Be9_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_d_He4_He4_to_p_Be9_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // He4_He4_He4_to_p_B11_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_He4) + rate_eval.log_screen(k_He4_Be8);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_He4) + rate_eval.dlog_screen_dT(k_He4_Be8);
+        }
+#endif
+        rate_He4_He4_He4_to_p_B11_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_He4_He4_He4_to_p_B11_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_He4_He4_He4_to_p_B11_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_p_He4_He4_to_He3_Li7_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_He4) + rate_eval.log_screen(k_p_Be8);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_He4) + rate_eval.dlog_screen_dT(k_p_Be8);
+        }
+#endif
+        rate_n_p_He4_He4_to_He3_Li7_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_p_He4_He4_to_He3_Li7_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_p_He4_He4_to_He3_Li7_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // n_p_He4_He4_to_p_Be9_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_He4) + rate_eval.log_screen(k_p_Be8);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_He4) + rate_eval.dlog_screen_dT(k_p_Be8);
+        }
+#endif
+        rate_n_p_He4_He4_to_p_Be9_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_n_p_He4_He4_to_p_Be9_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_n_p_He4_He4_to_p_Be9_reaclib) = drate_dT;
+        }
+    }
+
+    {
+        // p_p_He4_He4_to_He3_Be7_reaclib
+
+        amrex::Real log_scor {0.0_rt};
+        amrex::Real dlog_scor_dT {0.0_rt};
+#ifdef SCREENING
+        log_scor = rate_eval.log_screen(k_He4_He4) + rate_eval.log_screen(k_p_p) + rate_eval.log_screen(k_He2_Be8);
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            dlog_scor_dT = rate_eval.dlog_screen_dT(k_He4_He4) + rate_eval.dlog_screen_dT(k_p_p) + rate_eval.dlog_screen_dT(k_He2_Be8);
+        }
+#endif
+        rate_p_p_He4_He4_to_He3_Be7_reaclib<do_T_derivatives>(tfactors, log_scor, dlog_scor_dT, rate, drate_dT);
+        rate_eval.screened_rates(k_p_p_He4_He4_to_He3_Be7_reaclib) = rate;
+        if constexpr (std::is_same_v<T, rate_derivs_t>) {
+            rate_eval.dscreened_rates_dT(k_p_p_He4_He4_to_He3_Be7_reaclib) = drate_dT;
+        }
     }
 
-}
-
-template <int do_T_derivatives, typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
-void
-fill_approx_rates([[maybe_unused]] const tf_t& tfactors,
-                  [[maybe_unused]] const amrex::Real rho,
-                  [[maybe_unused]] const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
-                  [[maybe_unused]] T& rate_eval)
-{
-
-    [[maybe_unused]] amrex::Real rate{};
-    [[maybe_unused]] amrex::Real drate_dT{};
-
 
 }
 
diff --git a/networks/sn160/table_rates.H b/networks/sn160/table_rates.H
index 147b8d1b89..7ac2c51f45 100644
--- a/networks/sn160/table_rates.H
+++ b/networks/sn160/table_rates.H
@@ -55,11 +55,11 @@ constexpr int add_vars = 1;  // 1 Additional Var in entries
 namespace rate_tables
 {
     // Na21 --> Ne21
-    inline AMREX_GPU_MANAGED table_t j_Na21_Ne21_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Na21_Ne21_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Na21_Ne21_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Na21_Ne21_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Na21_Ne21_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Na21_Ne21_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Na21_Ne21_data{
 -1.473996,       -1.473999,       -1.473999,       -1.474999,       -1.474997,       -1.478932,       -1.488022,       -1.496455,       -1.493588,       -1.360731,       -0.547933,        1.930163,        4.889234,  // RATE
 -1.473959,       -1.473986,       -1.473989,       -1.474991,       -1.474991,       -1.478929,       -1.488018,       -1.496455,       -1.493588,       -1.360731,       -0.547933,        1.930163,        4.889234,
@@ -97,11 +97,11 @@ namespace rate_tables
          };
 
     // Ne21 --> Na21
-    inline AMREX_GPU_MANAGED table_t j_Ne21_Na21_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ne21_Na21_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ne21_Na21_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ne21_Na21_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ne21_Na21_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ne21_Na21_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ne21_Na21_data{
 -99.69797,       -99.69797,         -92.364,         -46.274,         -26.608,         -19.514,      -13.856998,      -10.909987,       -7.787914,       -4.987388,       -2.298461,        1.179972,        4.505052,  // RATE
 -99.69797,       -99.69797,         -93.365,         -47.274,         -27.021,         -19.535,      -13.858998,      -10.910987,       -7.787914,       -4.987388,       -2.298461,        1.179972,        4.505052,
@@ -139,11 +139,11 @@ namespace rate_tables
          };
 
     // Na22 --> Ne22
-    inline AMREX_GPU_MANAGED table_t j_Na22_Ne22_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Na22_Ne22_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Na22_Ne22_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Na22_Ne22_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Na22_Ne22_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Na22_Ne22_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Na22_Ne22_data{
 -8.112471,       -8.112822,       -8.112862,        -8.10189,       -6.466986,       -5.158918,        -4.12694,       -3.609132,       -3.078095,       -2.496317,       -1.347194,        1.454234,        4.700177,  // RATE
 -8.107973,       -8.111222,       -8.111622,       -8.100898,       -6.466964,       -5.158913,       -4.126935,       -3.609132,       -3.078095,       -2.496317,       -1.347194,        1.454234,        4.700177,
@@ -181,11 +181,11 @@ namespace rate_tables
          };
 
     // Ne22 --> Na22
-    inline AMREX_GPU_MANAGED table_t j_Ne22_Na22_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ne22_Na22_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ne22_Na22_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ne22_Na22_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ne22_Na22_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ne22_Na22_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ne22_Na22_data{
 -99.69797,       -99.69797,          -78.55,      -41.307999,      -25.218858,      -18.744148,      -13.267744,      -10.383792,       -7.313363,       -4.548591,       -1.888992,        1.421441,        4.632383,  // RATE
 -99.69797,       -99.69797,          -79.55,      -42.307987,      -25.631631,      -18.766104,      -13.268741,      -10.384789,       -7.313363,       -4.548591,       -1.888992,        1.421441,        4.632383,
@@ -223,11 +223,11 @@ namespace rate_tables
          };
 
     // Mg23 --> Na23
-    inline AMREX_GPU_MANAGED table_t j_Mg23_Na23_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Mg23_Na23_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Mg23_Na23_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Mg23_Na23_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Mg23_Na23_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Mg23_Na23_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Mg23_Na23_data{
 -1.179997,       -1.179999,       -1.179999,       -1.179999,       -1.179998,       -1.180957,        -1.18439,       -1.188192,        -1.18658,       -1.105245,       -0.473447,        1.879473,        4.913623,  // RATE
 -1.179973,       -1.179991,       -1.179993,       -1.179994,       -1.179994,       -1.180955,       -1.184387,       -1.188186,        -1.18658,       -1.105245,       -0.473447,        1.879473,        4.913623,
@@ -265,11 +265,11 @@ namespace rate_tables
          };
 
     // Na23 --> Mg23
-    inline AMREX_GPU_MANAGED table_t j_Na23_Mg23_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Na23_Mg23_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Na23_Mg23_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Na23_Mg23_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Na23_Mg23_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Na23_Mg23_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Na23_Mg23_data{
 -99.69797,       -99.69797,       -99.69797,         -52.655,         -30.227,         -22.027,      -15.510997,       -12.13399,        -8.58194,       -5.441807,       -2.529984,         1.05516,        4.568148,  // RATE
 -99.69797,       -99.69797,       -99.69797,         -53.655,          -30.64,         -22.049,      -15.511997,       -12.13399,        -8.58194,       -5.441807,       -2.529984,         1.05516,        4.568148,
@@ -307,11 +307,11 @@ namespace rate_tables
          };
 
     // Al25 --> Mg25
-    inline AMREX_GPU_MANAGED table_t j_Al25_Mg25_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Al25_Mg25_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Al25_Mg25_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Al25_Mg25_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Al25_Mg25_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Al25_Mg25_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Al25_Mg25_data{
 -0.971997,       -0.971999,       -0.971999,          -0.972,       -0.971998,       -0.971964,       -0.973479,       -0.974614,       -0.972197,       -0.902486,       -0.300276,        2.135825,        5.033194,  // RATE
 -0.971976,       -0.971992,       -0.971994,       -0.971995,       -0.971995,       -0.971962,       -0.973478,       -0.974609,       -0.972197,       -0.902486,       -0.300276,        2.135825,        5.033194,
@@ -349,11 +349,11 @@ namespace rate_tables
          };
 
     // Mg25 --> Al25
-    inline AMREX_GPU_MANAGED table_t j_Mg25_Al25_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Mg25_Al25_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Mg25_Al25_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Mg25_Al25_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Mg25_Al25_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Mg25_Al25_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Mg25_Al25_data{
 -99.69797,       -99.69797,       -99.69797,         -55.296,         -31.686,         -23.013,         -16.124,         -12.556,       -8.811998,       -5.523096,       -2.493388,        1.285323,        4.686023,  // RATE
 -99.69797,       -99.69797,       -99.69797,         -56.296,         -32.099,         -23.034,         -16.126,         -12.557,       -8.811998,       -5.523096,       -2.493388,        1.285323,        4.686023,
@@ -391,11 +391,11 @@ namespace rate_tables
          };
 
     // Al26 --> Mg26
-    inline AMREX_GPU_MANAGED table_t j_Al26_Mg26_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Al26_Mg26_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Al26_Mg26_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Al26_Mg26_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Al26_Mg26_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Al26_Mg26_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Al26_Mg26_data{
 -13.598863,      -13.205981,       -7.673999,          -4.796,       -3.562998,       -3.072967,       -2.699505,       -2.514614,       -2.307795,       -1.966165,       -0.882772,        1.805143,        4.872177,  // RATE
 -13.597696,      -13.205813,       -7.673994,       -4.795996,       -3.562996,       -3.072965,       -2.699503,       -2.514614,       -2.307795,       -1.966165,       -0.882772,        1.805143,        4.872177,
@@ -433,11 +433,11 @@ namespace rate_tables
          };
 
     // Mg26 --> Al26
-    inline AMREX_GPU_MANAGED table_t j_Mg26_Al26_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Mg26_Al26_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Mg26_Al26_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Mg26_Al26_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Mg26_Al26_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Mg26_Al26_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Mg26_Al26_data{
 -99.69797,       -99.69797,       -99.69797,      -54.722949,      -31.351954,       -22.76773,      -15.936898,      -12.380603,       -8.592708,       -5.131785,       -1.881917,        1.586976,        4.833179,  // RATE
 -99.69797,       -99.69797,       -99.69797,      -55.722485,      -31.764881,      -22.789716,      -15.937895,      -12.380603,       -8.592708,       -5.131785,       -1.881917,        1.586976,        4.833179,
@@ -475,11 +475,11 @@ namespace rate_tables
          };
 
     // P29 --> Si29
-    inline AMREX_GPU_MANAGED table_t j_P29_Si29_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_P29_Si29_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_P29_Si29_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_P29_Si29_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_P29_Si29_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_P29_Si29_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_P29_Si29_data{
 -0.705998,       -0.705999,          -0.706,          -0.706,       -0.705999,       -0.705979,       -0.705703,       -0.704657,        -0.69884,       -0.654245,       -0.229017,        2.153755,        5.159499,  // RATE
 -0.705985,       -0.705995,       -0.705996,       -0.705997,       -0.705997,       -0.705978,       -0.705702,       -0.704657,        -0.69884,       -0.654245,       -0.229017,        2.153755,        5.159499,
@@ -517,11 +517,11 @@ namespace rate_tables
          };
 
     // Si29 --> P29
-    inline AMREX_GPU_MANAGED table_t j_Si29_P29_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Si29_P29_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Si29_P29_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Si29_P29_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Si29_P29_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Si29_P29_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Si29_P29_data{
 -99.69797,       -99.69797,       -99.69797,         -63.704,         -36.498,         -26.389,      -18.386999,      -14.263996,       -9.967979,       -6.243889,       -2.891069,        1.064314,        4.606112,  // RATE
 -99.69797,       -99.69797,       -99.69797,         -64.704,         -36.911,         -26.411,      -18.387999,      -14.264996,       -9.967979,       -6.243889,       -2.891069,        1.064314,        4.606112,
@@ -559,11 +559,11 @@ namespace rate_tables
          };
 
     // P30 --> Si30
-    inline AMREX_GPU_MANAGED table_t j_P30_Si30_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_P30_Si30_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_P30_Si30_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_P30_Si30_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_P30_Si30_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_P30_Si30_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_P30_Si30_data{
 -2.319996,       -2.319999,       -2.319999,       -2.319999,       -2.319997,       -2.316947,        -2.28026,        -2.18988,       -1.967831,       -1.629446,        -0.70467,        1.916319,        5.040229,  // RATE
 -2.319963,       -2.319987,       -2.319991,       -2.319993,       -2.319993,       -2.316944,       -2.280256,       -2.189872,       -1.967831,       -1.629446,        -0.70467,        1.916319,        5.040229,
@@ -601,11 +601,11 @@ namespace rate_tables
          };
 
     // Si30 --> P30
-    inline AMREX_GPU_MANAGED table_t j_Si30_P30_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Si30_P30_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Si30_P30_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Si30_P30_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Si30_P30_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Si30_P30_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Si30_P30_data{
 -99.69797,       -99.69797,       -99.69797,         -55.607,         -32.226,      -23.636999,      -16.781962,      -13.175767,       -9.276923,       -5.704094,       -2.297003,        1.381138,         4.68035,  // RATE
 -99.69797,       -99.69797,       -99.69797,         -56.607,         -32.639,      -23.657999,      -16.782961,      -13.176766,       -9.276923,       -5.704094,       -2.297003,        1.381138,         4.68035,
@@ -643,11 +643,11 @@ namespace rate_tables
          };
 
     // P31 --> Si31
-    inline AMREX_GPU_MANAGED table_t j_P31_Si31_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_P31_Si31_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_P31_Si31_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_P31_Si31_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_P31_Si31_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_P31_Si31_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_P31_Si31_data{
 -99.69797,          -86.96,         -48.988,         -29.775,         -20.728,      -15.958995,      -11.991842,       -9.847234,       -7.423484,       -4.971046,       -2.258301,        1.343343,        4.810515,  // RATE
 -99.69797,         -85.958,         -47.987,         -28.775,         -20.315,      -15.936996,      -11.990842,       -9.847234,       -7.423484,       -4.971046,       -2.258301,        1.343343,        4.810515,
@@ -685,11 +685,11 @@ namespace rate_tables
          };
 
     // Si31 --> P31
-    inline AMREX_GPU_MANAGED table_t j_Si31_P31_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Si31_P31_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Si31_P31_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Si31_P31_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Si31_P31_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Si31_P31_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Si31_P31_data{
 -4.064,          -4.064,          -4.064,          -4.064,       -4.063998,       -4.063931,       -4.052705,        -4.01514,       -3.855207,       -3.303157,        -1.71205,         1.52383,        4.801535,  // RATE
 -4.064,          -4.064,          -4.064,          -4.064,       -4.063999,       -4.063934,       -4.052711,        -4.01514,       -3.855207,       -3.303157,        -1.71205,         1.52383,        4.801535,
@@ -727,11 +727,11 @@ namespace rate_tables
          };
 
     // P32 --> S32
-    inline AMREX_GPU_MANAGED table_t j_P32_S32_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_P32_S32_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_P32_S32_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_P32_S32_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_P32_S32_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_P32_S32_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_P32_S32_data{
 -6.23,           -6.23,          -6.238,          -6.299,       -6.393869,       -6.430578,       -5.807952,       -4.967486,       -4.036428,       -3.186156,       -1.867329,        0.966922,        4.411339,  // RATE
 -6.23,           -6.23,          -6.238,            -6.3,       -6.393949,       -6.430796,       -5.808046,       -4.967486,       -4.036428,       -3.186156,       -1.867329,        0.966922,        4.411339,
@@ -769,11 +769,11 @@ namespace rate_tables
          };
 
     // P32 --> Si32
-    inline AMREX_GPU_MANAGED table_t j_P32_Si32_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_P32_Si32_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_P32_Si32_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_P32_Si32_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_P32_Si32_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_P32_Si32_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_P32_Si32_data{
 -99.69797,         -27.366,          -21.55,         -18.441,      -16.292989,      -13.612708,      -10.620013,       -8.967483,       -7.080892,       -5.026819,       -2.638526,        1.155587,        4.587125,  // RATE
 -99.69797,         -26.364,         -20.549,         -17.441,      -15.879996,      -13.591769,      -10.618045,       -8.967483,       -7.080892,       -5.026819,       -2.638526,        1.155587,        4.587125,
@@ -811,11 +811,11 @@ namespace rate_tables
          };
 
     // S32 --> P32
-    inline AMREX_GPU_MANAGED table_t j_S32_P32_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_S32_P32_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_S32_P32_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_S32_P32_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_S32_P32_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_S32_P32_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_S32_P32_data{
 -99.69797,       -99.69797,         -56.696,         -34.703,         -24.199,      -18.314998,      -13.357935,      -10.709618,       -7.784658,       -4.918157,       -1.945397,        1.538586,        5.015815,  // RATE
 -99.69797,      -99.167709,         -55.696,         -33.703,         -23.786,      -18.292998,      -13.356935,      -10.708618,       -7.784658,       -4.918157,       -1.945397,        1.538586,        5.015815,
@@ -853,11 +853,11 @@ namespace rate_tables
          };
 
     // Si32 --> P32
-    inline AMREX_GPU_MANAGED table_t j_Si32_P32_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Si32_P32_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Si32_P32_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Si32_P32_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Si32_P32_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Si32_P32_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Si32_P32_data{
 -10.201,         -10.201,         -10.201,         -10.201,      -10.070165,       -8.930483,       -7.403683,       -6.360743,       -4.989675,       -3.533088,       -1.367193,        2.057141,        5.185065,  // RATE
 -10.202,         -10.201,         -10.201,         -10.201,      -10.145686,       -8.950304,        -7.40553,       -6.361455,       -4.990157,       -3.533088,       -1.367193,        2.057141,        5.185065,
@@ -895,11 +895,11 @@ namespace rate_tables
          };
 
     // Cl33 --> S33
-    inline AMREX_GPU_MANAGED table_t j_Cl33_S33_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Cl33_S33_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Cl33_S33_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Cl33_S33_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Cl33_S33_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Cl33_S33_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Cl33_S33_data{
 -0.537998,       -0.537999,          -0.538,          -0.538,       -0.537999,       -0.537981,       -0.537729,       -0.536781,       -0.531619,       -0.488167,       -0.077864,        2.191855,        5.050802,  // RATE
 -0.537985,       -0.537995,       -0.537996,       -0.537997,       -0.537997,        -0.53798,       -0.537729,       -0.536781,       -0.531619,       -0.488167,       -0.077864,        2.191855,        5.050802,
@@ -937,11 +937,11 @@ namespace rate_tables
          };
 
     // P33 --> S33
-    inline AMREX_GPU_MANAGED table_t j_P33_S33_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_P33_S33_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_P33_S33_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_P33_S33_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_P33_S33_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_P33_S33_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_P33_S33_data{
 -6.499,          -6.499,          -6.499,          -6.499,         -6.4984,       -6.480013,       -6.194637,       -5.598904,        -4.58669,       -3.360142,       -1.479698,        1.262037,        4.497171,  // RATE
 -6.5,            -6.5,          -6.499,          -6.499,       -6.498768,       -6.480979,       -6.195118,       -5.598904,        -4.58669,       -3.360142,       -1.479698,        1.262037,        4.497171,
@@ -979,11 +979,11 @@ namespace rate_tables
          };
 
     // S33 --> Cl33
-    inline AMREX_GPU_MANAGED table_t j_S33_Cl33_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_S33_Cl33_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_S33_Cl33_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_S33_Cl33_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_S33_Cl33_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_S33_Cl33_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_S33_Cl33_data{
 -99.69797,       -99.69797,       -99.69797,      -71.688999,         -41.034,      -29.543999,      -20.466997,      -15.806997,      -10.966954,       -6.798767,        -3.10691,         0.99138,        4.570007,  // RATE
 -99.69797,       -99.69797,       -99.69797,      -72.688993,      -41.446999,      -29.565999,      -20.468997,      -15.806997,      -10.966954,       -6.798767,        -3.10691,         0.99138,        4.570007,
@@ -1021,11 +1021,11 @@ namespace rate_tables
          };
 
     // S33 --> P33
-    inline AMREX_GPU_MANAGED table_t j_S33_P33_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_S33_P33_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_S33_P33_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_S33_P33_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_S33_P33_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_S33_P33_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_S33_P33_data{
 -99.69797,          -25.49,         -18.748,         -15.106,         -12.712,         -10.556,       -8.561984,       -7.372911,       -5.890618,       -4.247449,       -2.047215,        1.605853,        5.075804,  // RATE
 -99.69797,         -24.488,         -17.747,         -14.106,         -12.299,         -10.534,       -8.559984,       -7.372911,       -5.890618,       -4.247449,       -2.047215,        1.605853,        5.075804,
@@ -1063,11 +1063,11 @@ namespace rate_tables
          };
 
     // Cl34 --> S34
-    inline AMREX_GPU_MANAGED table_t j_Cl34_S34_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Cl34_S34_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Cl34_S34_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Cl34_S34_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Cl34_S34_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Cl34_S34_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Cl34_S34_data{
 -0.341998,          -0.342,          -0.342,          -0.383,       -0.550999,       -0.701981,       -0.866732,       -0.967781,       -1.086432,       -1.160478,       -0.655993,        2.002277,         4.95839,  // RATE
 -0.341985,       -0.341995,       -0.341996,       -0.382997,       -0.550997,        -0.70198,       -0.866732,       -0.967781,       -1.086432,       -1.160478,       -0.655993,        2.002277,         4.95839,
@@ -1105,11 +1105,11 @@ namespace rate_tables
          };
 
     // S34 --> Cl34
-    inline AMREX_GPU_MANAGED table_t j_S34_Cl34_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_S34_Cl34_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_S34_Cl34_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_S34_Cl34_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_S34_Cl34_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_S34_Cl34_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_S34_Cl34_data{
 -99.69797,       -99.69797,       -99.69797,         -70.352,         -40.182,         -28.886,      -19.959998,      -15.370993,      -10.595859,       -6.434335,       -2.621275,        1.254374,        4.547009,  // RATE
 -99.69797,       -99.69797,       -99.69797,         -71.352,         -40.595,         -28.908,      -19.960998,      -15.370993,      -10.595859,       -6.434335,       -2.621275,        1.254374,        4.547009,
@@ -1147,11 +1147,11 @@ namespace rate_tables
          };
 
     // Cl35 --> S35
-    inline AMREX_GPU_MANAGED table_t j_Cl35_S35_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Cl35_S35_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Cl35_S35_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Cl35_S35_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Cl35_S35_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Cl35_S35_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Cl35_S35_data{
 -98.266877,         -21.132,         -16.452,          -13.85,         -11.858,       -9.903984,       -8.113751,       -7.056188,       -5.752111,        -4.19765,       -2.083316,        1.333589,        4.752921,  // RATE
 -97.21828,          -20.13,         -15.451,          -12.85,         -11.445,       -9.881984,       -8.111752,        -7.05519,       -5.752111,        -4.19765,       -2.083316,        1.333589,        4.752921,
@@ -1189,11 +1189,11 @@ namespace rate_tables
          };
 
     // S35 --> Cl35
-    inline AMREX_GPU_MANAGED table_t j_S35_Cl35_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_S35_Cl35_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_S35_Cl35_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_S35_Cl35_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_S35_Cl35_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_S35_Cl35_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_S35_Cl35_data{
 -6.999,          -6.999,          -6.999,          -6.999,       -6.997967,       -6.967316,       -6.603301,       -6.004381,        -5.04813,       -3.797346,       -1.949387,        1.107759,        4.452373,  // RATE
 -7.001,          -6.999,          -6.999,          -6.999,         -6.9986,       -6.968804,       -6.604492,       -6.004381,        -5.04813,       -3.797346,       -1.949387,        1.107759,        4.452373,
@@ -1231,11 +1231,11 @@ namespace rate_tables
          };
 
     // Ar36 --> Cl36
-    inline AMREX_GPU_MANAGED table_t j_Ar36_Cl36_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ar36_Cl36_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ar36_Cl36_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ar36_Cl36_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ar36_Cl36_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ar36_Cl36_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ar36_Cl36_data{
 -99.69797,          -55.51,         -37.171,      -27.759893,      -20.706885,      -16.186228,      -11.954461,       -9.592504,       -7.002822,        -4.49936,       -1.776184,        1.521821,        4.712749,  // RATE
 -99.69797,         -54.508,         -36.171,      -26.759989,      -20.673925,      -16.175456,      -11.952584,       -9.592504,       -7.002822,        -4.49936,       -1.776184,        1.521821,        4.712749,
@@ -1273,11 +1273,11 @@ namespace rate_tables
          };
 
     // Cl36 --> Ar36
-    inline AMREX_GPU_MANAGED table_t j_Cl36_Ar36_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Cl36_Ar36_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Cl36_Ar36_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Cl36_Ar36_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Cl36_Ar36_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Cl36_Ar36_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Cl36_Ar36_data{
 -13.072,         -13.072,         -13.072,         -13.072,      -12.044345,       -9.610915,       -7.635334,       -6.606884,       -5.486877,       -4.273267,       -2.219432,         1.04097,        4.441227,  // RATE
 -13.072,         -13.072,         -13.072,         -13.072,      -12.096571,        -9.61339,        -7.63544,       -6.607025,        -5.48716,       -4.273267,       -2.219432,         1.04097,        4.441227,
@@ -1315,11 +1315,11 @@ namespace rate_tables
          };
 
     // Cl36 --> S36
-    inline AMREX_GPU_MANAGED table_t j_Cl36_S36_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Cl36_S36_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Cl36_S36_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Cl36_S36_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Cl36_S36_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Cl36_S36_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Cl36_S36_data{
 -17.708301,      -17.829007,      -17.846281,      -17.832149,      -12.784962,      -10.260291,       -8.257363,       -7.195507,       -5.961943,       -4.414623,       -2.204904,        1.395922,        4.666039,  // RATE
 -17.099367,      -17.454017,      -17.531844,       -17.57496,      -12.784901,      -10.260255,       -8.257341,       -7.195507,       -5.961943,       -4.414623,       -2.204904,        1.395922,        4.666039,
@@ -1357,11 +1357,11 @@ namespace rate_tables
          };
 
     // S36 --> Cl36
-    inline AMREX_GPU_MANAGED table_t j_S36_Cl36_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_S36_Cl36_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_S36_Cl36_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_S36_Cl36_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_S36_Cl36_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_S36_Cl36_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_S36_Cl36_data{
 -99.69797,         -73.924,         -43.652,         -27.733,         -19.113,      -14.681954,      -11.060242,       -9.079452,       -6.820293,       -4.521431,       -1.728021,        1.571903,        4.624125,  // RATE
 -99.69797,         -74.926,         -44.652,         -28.733,         -19.526,      -14.703951,      -11.061234,       -9.079452,       -6.820293,       -4.521431,       -1.728021,        1.571903,        4.624125,
@@ -1399,11 +1399,11 @@ namespace rate_tables
          };
 
     // Ar37 --> Cl37
-    inline AMREX_GPU_MANAGED table_t j_Ar37_Cl37_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ar37_Cl37_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ar37_Cl37_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ar37_Cl37_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ar37_Cl37_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ar37_Cl37_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ar37_Cl37_data{
 -9.047,          -9.538,          -9.665,          -9.765,       -9.170999,        -7.85695,       -6.648275,       -5.924839,       -4.986579,       -3.800279,       -1.888395,        1.361343,        4.625579,  // RATE
 -8.067,          -8.538,          -8.665,          -8.765,          -8.758,       -7.834952,       -6.646278,       -5.924839,       -4.986579,       -3.800279,       -1.888395,        1.361343,        4.625579,
@@ -1441,11 +1441,11 @@ namespace rate_tables
          };
 
     // Ar37 --> K37
-    inline AMREX_GPU_MANAGED table_t j_Ar37_K37_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ar37_K37_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ar37_K37_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ar37_K37_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ar37_K37_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ar37_K37_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ar37_K37_data{
 -99.69797,       -99.69797,       -99.69797,         -78.638,         -44.931,         -32.221,      -22.196999,      -17.063995,      -11.755852,       -7.217319,       -3.348166,        0.668782,        4.184002,  // RATE
 -99.69797,       -99.69797,       -99.69797,         -79.638,         -45.344,         -32.243,      -22.197999,      -17.063995,      -11.755852,       -7.217319,       -3.348166,        0.668782,        4.184002,
@@ -1483,11 +1483,11 @@ namespace rate_tables
          };
 
     // Cl37 --> Ar37
-    inline AMREX_GPU_MANAGED table_t j_Cl37_Ar37_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Cl37_Ar37_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Cl37_Ar37_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Cl37_Ar37_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Cl37_Ar37_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Cl37_Ar37_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Cl37_Ar37_data{
 -99.69797,         -58.012,         -30.988,         -16.843,      -10.898999,       -9.271935,       -7.840078,       -6.955803,       -5.821325,       -4.415669,       -1.987877,        1.092294,        4.325063,  // RATE
 -99.69797,         -59.014,         -31.989,         -17.843,      -11.311999,       -9.293931,       -7.841073,       -6.956786,       -5.821325,       -4.415669,       -1.987877,        1.092294,        4.325063,
@@ -1525,11 +1525,11 @@ namespace rate_tables
          };
 
     // K37 --> Ar37
-    inline AMREX_GPU_MANAGED table_t j_K37_Ar37_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_K37_Ar37_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_K37_Ar37_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_K37_Ar37_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_K37_Ar37_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_K37_Ar37_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_K37_Ar37_data{
 -0.218999,          -0.219,          -0.219,          -0.219,       -0.218999,       -0.218984,       -0.218785,        -0.21804,       -0.215286,       -0.196685,        0.082122,        2.075185,        4.864784,  // RATE
 -0.218987,       -0.218996,       -0.218997,       -0.218998,       -0.218998,       -0.218984,       -0.218784,        -0.21804,       -0.215273,       -0.196685,        0.082122,        2.075185,        4.864784,
@@ -1567,11 +1567,11 @@ namespace rate_tables
          };
 
     // Ar38 --> K38
-    inline AMREX_GPU_MANAGED table_t j_Ar38_K38_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ar38_K38_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ar38_K38_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ar38_K38_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ar38_K38_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ar38_K38_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ar38_K38_data{
 -99.69797,       -99.69797,       -99.69797,          -76.52,         -43.825,         -31.437,         -21.611,      -16.545998,      -11.278659,       -6.737671,        -2.89308,        0.755157,        4.070003,  // RATE
 -99.69797,       -99.69797,       -99.69797,          -77.52,         -44.238,         -31.458,         -21.612,      -16.545998,      -11.278659,       -6.737671,        -2.89308,        0.755157,        4.070003,
@@ -1609,11 +1609,11 @@ namespace rate_tables
          };
 
     // K38 --> Ar38
-    inline AMREX_GPU_MANAGED table_t j_K38_Ar38_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_K38_Ar38_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_K38_Ar38_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_K38_Ar38_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_K38_Ar38_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_K38_Ar38_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_K38_Ar38_data{
 -2.764992,       -2.764997,       -2.749998,       -2.354999,       -1.815999,       -1.550982,       -1.313779,        -1.17407,        -1.01075,        -0.84121,       -0.445805,        1.706443,        4.592452,  // RATE
 -2.764919,       -2.764973,       -2.749981,       -2.354993,       -1.815997,       -1.550981,       -1.313778,       -1.174068,        -1.01075,        -0.84121,       -0.445805,        1.706443,        4.592452,
@@ -1651,11 +1651,11 @@ namespace rate_tables
          };
 
     // Ar39 --> K39
-    inline AMREX_GPU_MANAGED table_t j_Ar39_K39_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ar39_K39_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ar39_K39_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ar39_K39_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ar39_K39_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ar39_K39_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ar39_K39_data{
 -10.031,         -10.031,         -10.031,         -10.031,      -10.030979,       -9.963408,       -8.246214,       -6.958293,        -5.57116,        -4.17951,         -2.3815,        0.470798,        4.035003,  // RATE
 -10.032,         -10.032,         -10.031,         -10.031,      -10.030992,       -9.963437,       -8.246216,       -6.958293,        -5.57116,        -4.17951,         -2.3815,        0.470798,        4.035003,
@@ -1693,11 +1693,11 @@ namespace rate_tables
          };
 
     // K39 --> Ar39
-    inline AMREX_GPU_MANAGED table_t j_K39_Ar39_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_K39_Ar39_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_K39_Ar39_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_K39_Ar39_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_K39_Ar39_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_K39_Ar39_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_K39_Ar39_data{
 -99.69797,         -45.342,         -30.632,         -23.044,      -18.966998,      -16.169679,      -13.086985,      -10.682541,       -7.894281,       -5.070701,       -2.047255,        1.355211,        4.596364,  // RATE
 -99.69797,         -44.341,         -29.632,         -22.045,      -18.553999,      -16.147891,      -13.085878,      -10.681982,       -7.894281,       -5.070701,       -2.047255,        1.355211,        4.596364,
@@ -1735,11 +1735,11 @@ namespace rate_tables
          };
 
     // Ar40 --> K40
-    inline AMREX_GPU_MANAGED table_t j_Ar40_K40_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ar40_K40_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ar40_K40_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ar40_K40_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ar40_K40_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ar40_K40_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ar40_K40_data{
 -99.69797,      -97.560415,         -58.235,         -37.836,      -27.220987,      -19.973867,      -13.917076,      -10.803547,       -7.580651,       -4.812255,       -2.377051,        0.468139,            4.13,  // RATE
 -99.69797,      -98.548335,         -59.236,         -38.836,      -27.559999,      -19.982297,      -13.917434,      -10.803701,       -7.580651,       -4.812255,       -2.377051,        0.468139,            4.13,
@@ -1777,11 +1777,11 @@ namespace rate_tables
          };
 
     // Ca40 --> K40
-    inline AMREX_GPU_MANAGED table_t j_Ca40_K40_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ca40_K40_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ca40_K40_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ca40_K40_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ca40_K40_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ca40_K40_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ca40_K40_data{
 -99.69797,         -89.987,         -56.483,         -39.506,       -29.66131,      -21.596085,       -15.29899,       -12.09237,       -8.642766,       -5.256643,       -1.813777,        1.252855,        4.309337,  // RATE
 -99.69797,         -88.985,         -55.483,         -38.506,      -29.649369,       -21.59604,      -15.298931,       -12.09237,       -8.642766,       -5.256643,       -1.813777,        1.252855,        4.309337,
@@ -1819,11 +1819,11 @@ namespace rate_tables
          };
 
     // K40 --> Ar40
-    inline AMREX_GPU_MANAGED table_t j_K40_Ar40_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_K40_Ar40_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_K40_Ar40_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_K40_Ar40_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_K40_Ar40_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_K40_Ar40_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_K40_Ar40_data{
 -20.113163,      -20.462279,      -20.462458,      -20.419892,      -19.021817,      -14.716246,      -11.043791,       -9.140404,       -7.060505,       -4.781167,       -2.257969,        1.166155,        4.535436,  // RATE
 -19.140962,      -19.482773,      -19.480006,      -19.433465,      -18.841432,      -14.716156,      -11.043764,       -9.140306,       -7.060505,       -4.781167,       -2.257969,        1.166155,        4.535436,
@@ -1861,11 +1861,11 @@ namespace rate_tables
          };
 
     // K40 --> Ca40
-    inline AMREX_GPU_MANAGED table_t j_K40_Ca40_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_K40_Ca40_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_K40_Ca40_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_K40_Ca40_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_K40_Ca40_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_K40_Ca40_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_K40_Ca40_data{
 -16.79,         -16.801,         -16.847,         -16.913,       -16.95774,      -14.498082,      -10.675239,       -8.750753,        -6.78053,       -4.975711,       -2.698186,        0.494008,            3.86,  // RATE
 -16.79,         -16.801,         -16.847,         -16.913,      -16.957899,       -14.50015,      -10.675418,       -8.750753,        -6.78053,       -4.975711,       -2.698186,        0.494008,            3.86,
@@ -1903,11 +1903,11 @@ namespace rate_tables
          };
 
     // Ca41 --> K41
-    inline AMREX_GPU_MANAGED table_t j_Ca41_K41_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ca41_K41_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ca41_K41_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ca41_K41_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ca41_K41_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ca41_K41_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ca41_K41_data{
 -15.166,          -15.65,          -15.77,         -15.832,      -15.179864,      -12.841043,       -9.934502,       -8.308996,       -6.434234,       -4.361418,       -1.894856,        1.311268,         4.51371,  // RATE
 -14.186,         -14.651,          -14.77,         -14.832,      -14.766947,      -12.819722,       -9.933599,       -8.308121,       -6.434234,       -4.361418,       -1.894856,        1.311268,         4.51371,
@@ -1945,11 +1945,11 @@ namespace rate_tables
          };
 
     // K41 --> Ca41
-    inline AMREX_GPU_MANAGED table_t j_K41_Ca41_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_K41_Ca41_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_K41_Ca41_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_K41_Ca41_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_K41_Ca41_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_K41_Ca41_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_K41_Ca41_data{
 -99.69797,         -62.571,      -35.529888,      -20.407596,      -13.458703,      -10.667605,       -8.487975,       -7.363935,       -6.037233,       -4.428948,       -2.409051,        0.383675,        3.954002,  // RATE
 -99.69797,      -63.571999,      -36.341445,      -20.443786,      -13.460723,      -10.667625,       -8.487984,       -7.363935,       -6.037233,       -4.428948,       -2.409051,        0.383675,        3.954002,
@@ -1987,11 +1987,11 @@ namespace rate_tables
          };
 
     // Ca43 --> Sc43
-    inline AMREX_GPU_MANAGED table_t j_Ca43_Sc43_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ca43_Sc43_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ca43_Sc43_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ca43_Sc43_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ca43_Sc43_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ca43_Sc43_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ca43_Sc43_data{
 -99.69797,       -99.69797,      -60.796997,         -31.406,         -18.875,         -14.617,      -11.139999,       -9.243999,          -7.098,       -4.922492,       -2.539459,        0.836411,        4.274075,  // RATE
 -99.69797,       -99.69797,      -61.796972,      -32.405998,         -19.288,         -14.639,      -11.141999,       -9.244999,          -7.098,       -4.922492,       -2.539459,        0.836411,        4.274075,
@@ -2029,11 +2029,11 @@ namespace rate_tables
          };
 
     // Sc43 --> Ca43
-    inline AMREX_GPU_MANAGED table_t j_Sc43_Ca43_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Sc43_Ca43_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Sc43_Ca43_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Sc43_Ca43_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Sc43_Ca43_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Sc43_Ca43_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Sc43_Ca43_data{
 -4.338836,       -4.338948,       -4.338962,       -4.341971,       -4.355893,       -4.371893,       -4.358828,        -4.24653,       -3.775028,        -2.82845,       -1.280005,        1.724241,        4.853442,  // RATE
 -4.337437,       -4.338481,        -4.33862,       -4.341712,       -4.355722,       -4.371783,       -4.358693,       -4.246281,       -3.775028,        -2.82845,       -1.280005,        1.724241,        4.853442,
@@ -2071,11 +2071,11 @@ namespace rate_tables
          };
 
     // Ca44 --> Sc44
-    inline AMREX_GPU_MANAGED table_t j_Ca44_Sc44_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ca44_Sc44_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ca44_Sc44_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ca44_Sc44_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ca44_Sc44_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ca44_Sc44_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ca44_Sc44_data{
 -99.69797,       -99.69797,       -96.59083,         -49.119,         -28.842,      -21.472991,      -15.522615,      -12.318024,       -8.755978,       -5.487824,       -2.549061,        0.899109,         4.36407,  // RATE
 -99.69797,       -99.69797,      -97.589306,         -50.119,         -29.255,       -21.49499,      -15.523614,      -12.319019,       -8.755978,       -5.487824,       -2.549061,        0.899109,         4.36407,
@@ -2113,11 +2113,11 @@ namespace rate_tables
          };
 
     // Sc44 --> Ca44
-    inline AMREX_GPU_MANAGED table_t j_Sc44_Ca44_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Sc44_Ca44_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Sc44_Ca44_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Sc44_Ca44_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Sc44_Ca44_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Sc44_Ca44_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Sc44_Ca44_data{
 -4.315929,       -4.315977,       -4.320984,       -4.353988,       -4.419954,       -4.489102,        -4.48928,        -4.33595,        -3.95969,       -3.155211,        -1.57522,        1.656072,        4.923483,  // RATE
 -4.31532,       -4.315774,       -4.320835,       -4.353875,       -4.419881,       -4.489055,       -4.489227,        -4.33595,        -3.95969,       -3.155211,        -1.57522,        1.656072,        4.923483,
@@ -2155,11 +2155,11 @@ namespace rate_tables
          };
 
     // Sc44 --> Ti44
-    inline AMREX_GPU_MANAGED table_t j_Sc44_Ti44_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Sc44_Ti44_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Sc44_Ti44_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Sc44_Ti44_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Sc44_Ti44_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Sc44_Ti44_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Sc44_Ti44_data{
 -99.69797,         -39.924,         -23.128,      -14.759995,      -11.219483,       -9.832491,       -8.666052,       -7.838051,       -6.617075,       -5.114169,       -2.975863,         0.62484,        4.227354,  // RATE
 -99.69797,         -39.924,         -23.128,          -14.76,       -11.22408,       -9.834224,       -8.666867,       -7.838051,       -6.617075,       -5.114169,       -2.975863,         0.62484,        4.227354,
@@ -2197,11 +2197,11 @@ namespace rate_tables
          };
 
     // Ti44 --> Sc44
-    inline AMREX_GPU_MANAGED table_t j_Ti44_Sc44_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ti44_Sc44_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ti44_Sc44_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ti44_Sc44_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ti44_Sc44_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ti44_Sc44_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ti44_Sc44_data{
 -11.881,         -12.327,           -12.4,         -12.386,      -11.613609,      -10.051495,       -8.243441,       -6.939725,       -5.272361,       -3.497596,       -1.588294,        1.545874,        4.870902,  // RATE
 -10.901,         -11.327,           -11.4,         -11.386,      -11.202075,      -10.031169,       -8.242476,       -6.939725,       -5.272361,       -3.497596,       -1.588294,        1.545874,        4.870902,
@@ -2239,11 +2239,11 @@ namespace rate_tables
          };
 
     // Co53 --> Fe53
-    inline AMREX_GPU_MANAGED table_t j_Co53_Fe53_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Co53_Fe53_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Co53_Fe53_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Co53_Fe53_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Co53_Fe53_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Co53_Fe53_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Co53_Fe53_data{
 0.484001,           0.484,           0.484,           0.484,           0.484,        0.484008,        0.484103,        0.483449,        0.481621,        0.482064,          0.6973,        2.771409,        5.454487,  // RATE
 0.484007,        0.484002,        0.484002,        0.484001,        0.484001,        0.484008,        0.484103,        0.483449,        0.481621,        0.482064,          0.6973,        2.771409,        5.454487,
@@ -2281,11 +2281,11 @@ namespace rate_tables
          };
 
     // Fe53 --> Co53
-    inline AMREX_GPU_MANAGED table_t j_Fe53_Co53_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Fe53_Co53_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Fe53_Co53_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Fe53_Co53_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Fe53_Co53_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Fe53_Co53_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Fe53_Co53_data{
 -99.69797,       -99.69797,       -99.69797,       -99.69797,      -60.236996,      -42.876936,      -29.239627,      -22.305322,      -15.202198,       -9.222572,        -4.12394,           0.882,           4.516,  // RATE
 -99.69797,       -99.69797,       -99.69797,       -99.69797,      -60.649989,      -42.897933,      -29.241625,      -22.305322,      -15.202198,       -9.222572,        -4.12394,           0.882,           4.516,
@@ -2323,11 +2323,11 @@ namespace rate_tables
          };
 
     // Cu57 --> Ni57
-    inline AMREX_GPU_MANAGED table_t j_Cu57_Ni57_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Cu57_Ni57_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Cu57_Ni57_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Cu57_Ni57_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Cu57_Ni57_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Cu57_Ni57_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Cu57_Ni57_data{
 0.439001,           0.439,           0.439,           0.439,        0.439001,        0.439013,        0.439169,        0.439734,        0.445223,        0.474666,        0.867365,        2.957302,        5.617273,  // RATE
 0.439012,        0.439004,        0.439003,        0.439002,        0.439002,        0.439013,        0.439169,        0.439735,        0.445223,        0.474666,        0.867365,        2.957302,        5.617273,
@@ -2365,11 +2365,11 @@ namespace rate_tables
          };
 
     // Ni57 --> Cu57
-    inline AMREX_GPU_MANAGED table_t j_Ni57_Cu57_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ni57_Cu57_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ni57_Cu57_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ni57_Cu57_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ni57_Cu57_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ni57_Cu57_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ni57_Cu57_data{
 -99.69797,       -99.69797,       -99.69797,       -99.69797,         -61.398,         -43.661,         -29.726,      -22.637998,      -15.375708,       -9.264535,        -4.10528,        0.978705,        4.608003,  // RATE
 -99.69797,       -99.69797,       -99.69797,       -99.69797,         -61.811,         -43.682,         -29.728,      -22.638998,      -15.375708,       -9.264535,        -4.10528,        0.978705,        4.608003,
@@ -2407,11 +2407,11 @@ namespace rate_tables
          };
 
     // Ca45 --> Sc45
-    inline AMREX_GPU_MANAGED table_t j_Ca45_Sc45_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ca45_Sc45_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ca45_Sc45_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ca45_Sc45_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ca45_Sc45_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ca45_Sc45_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ca45_Sc45_data{
 -7.302,          -7.302,          -7.302,          -7.304,       -7.317532,       -7.321611,       -7.105021,        -6.58699,       -5.627386,       -4.214334,       -2.002094,        0.807757,        3.272011,  // RATE
 -7.303,          -7.303,          -7.302,          -7.304,       -7.317819,        -7.32237,       -7.105938,        -6.58699,       -5.627386,       -4.214334,       -2.002094,        0.807757,        3.272011,
@@ -2449,11 +2449,11 @@ namespace rate_tables
          };
 
     // Sc45 --> Ca45
-    inline AMREX_GPU_MANAGED table_t j_Sc45_Ca45_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Sc45_Ca45_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Sc45_Ca45_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Sc45_Ca45_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Sc45_Ca45_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Sc45_Ca45_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Sc45_Ca45_data{
 -99.69797,         -26.451,         -19.509,         -15.786,         -13.333,      -11.130987,       -9.074592,       -7.853725,        -6.35484,       -4.536254,       -2.077255,        1.021347,        3.743051,  // RATE
 -99.69797,         -25.449,         -18.509,         -14.786,          -12.92,      -11.109988,       -9.073593,       -7.853725,        -6.35484,       -4.536254,       -2.077255,        1.021347,        3.743051,
@@ -2491,11 +2491,11 @@ namespace rate_tables
          };
 
     // Sc45 --> Ti45
-    inline AMREX_GPU_MANAGED table_t j_Sc45_Ti45_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Sc45_Ti45_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Sc45_Ti45_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Sc45_Ti45_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Sc45_Ti45_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Sc45_Ti45_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Sc45_Ti45_data{
 -99.69797,       -99.69797,         -56.627,         -29.151,         -17.413,      -13.467996,       -10.24095,       -8.494776,       -6.558389,       -4.676875,       -2.547388,        0.396268,        3.033015,  // RATE
 -99.69797,       -99.69797,         -57.628,         -30.151,         -17.826,      -13.489995,       -10.24195,       -8.494776,       -6.558389,       -4.676875,       -2.547388,        0.396268,        3.033015,
@@ -2533,11 +2533,11 @@ namespace rate_tables
          };
 
     // Ti45 --> Sc45
-    inline AMREX_GPU_MANAGED table_t j_Ti45_Sc45_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ti45_Sc45_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ti45_Sc45_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ti45_Sc45_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ti45_Sc45_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ti45_Sc45_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ti45_Sc45_data{
 -4.283803,       -4.286936,       -4.306952,       -4.340961,       -4.361854,       -4.369147,       -4.340038,       -4.219828,       -3.762382,       -2.852915,       -1.284647,        1.266619,         3.89305,  // RATE
 -4.282126,       -4.286363,        -4.30652,       -4.340614,       -4.361621,       -4.368999,        -4.33995,       -4.219828,       -3.762382,       -2.852915,       -1.284647,        1.266619,         3.89305,
@@ -2575,11 +2575,11 @@ namespace rate_tables
          };
 
     // Ca46 --> Sc46
-    inline AMREX_GPU_MANAGED table_t j_Ca46_Sc46_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ca46_Sc46_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ca46_Sc46_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ca46_Sc46_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ca46_Sc46_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ca46_Sc46_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ca46_Sc46_data{
 -99.69797,       -99.69797,          -63.15,      -31.931998,      -18.630993,      -14.071928,      -10.370686,       -8.386452,       -6.212104,       -4.192022,       -2.086676,        0.157776,         2.43819,  // RATE
 -99.69797,       -99.69797,      -64.150999,      -32.931982,      -19.043981,      -14.093924,      -10.372685,       -8.386452,       -6.212104,       -4.192022,       -2.086676,        0.157776,         2.43819,
@@ -2617,11 +2617,11 @@ namespace rate_tables
          };
 
     // Sc46 --> Ca46
-    inline AMREX_GPU_MANAGED table_t j_Sc46_Ca46_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Sc46_Ca46_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Sc46_Ca46_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Sc46_Ca46_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Sc46_Ca46_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Sc46_Ca46_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Sc46_Ca46_data{
 -99.69797,         -24.081,         -18.472,      -15.616854,      -11.111363,       -9.033324,       -7.431274,       -6.610005,        -5.62947,       -4.384834,       -2.628314,        0.560389,        3.564026,  // RATE
 -99.69797,         -23.082,         -17.472,      -14.692792,      -11.108777,       -9.033192,       -7.431236,       -6.609866,        -5.62947,       -4.384834,       -2.628314,        0.560389,        3.564026,
@@ -2659,11 +2659,11 @@ namespace rate_tables
          };
 
     // Sc46 --> Ti46
-    inline AMREX_GPU_MANAGED table_t j_Sc46_Ti46_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Sc46_Ti46_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Sc46_Ti46_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Sc46_Ti46_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Sc46_Ti46_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Sc46_Ti46_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Sc46_Ti46_data{
 -7.014,          -7.016,          -7.043,           -6.92,       -6.145984,       -5.726727,       -5.390039,       -5.185512,       -4.768264,         -3.7794,        -2.10927,        0.745492,        3.466015,  // RATE
 -7.015,          -7.016,          -7.043,           -6.92,       -6.145994,       -5.726741,       -5.390057,       -5.185558,       -4.768264,         -3.7794,        -2.10927,        0.745492,        3.466015,
@@ -2701,11 +2701,11 @@ namespace rate_tables
          };
 
     // Ti46 --> Sc46
-    inline AMREX_GPU_MANAGED table_t j_Ti46_Sc46_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ti46_Sc46_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ti46_Sc46_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ti46_Sc46_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ti46_Sc46_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ti46_Sc46_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ti46_Sc46_data{
 -99.69797,       -99.69797,         -71.818,         -41.511,      -27.603991,      -20.736724,      -14.954087,      -11.800419,       -8.339171,       -5.177877,       -2.200144,        1.006976,        3.797058,  // RATE
 -99.69797,       -99.69797,         -70.817,         -40.511,      -27.189997,      -20.714738,      -14.953091,      -11.799427,       -8.339171,       -5.177877,       -2.200144,        1.006976,        3.797058,
@@ -2743,11 +2743,11 @@ namespace rate_tables
          };
 
     // Ti46 --> V46
-    inline AMREX_GPU_MANAGED table_t j_Ti46_V46_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ti46_V46_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ti46_V46_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ti46_V46_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ti46_V46_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ti46_V46_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ti46_V46_data{
 -99.69797,       -99.69797,       -99.69797,         -89.811,         -51.233,         -36.578,      -25.041993,      -19.153973,       -13.07787,       -7.907971,       -3.679066,       -0.154833,         2.53302,  // RATE
 -99.69797,       -99.69797,       -99.69797,         -90.811,         -51.647,         -36.599,      -25.043993,      -19.153973,       -13.07787,       -7.907971,       -3.679066,       -0.154833,         2.53302,
@@ -2785,11 +2785,11 @@ namespace rate_tables
          };
 
     // V46 --> Ti46
-    inline AMREX_GPU_MANAGED table_t j_V46_Ti46_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_V46_Ti46_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_V46_Ti46_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_V46_Ti46_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_V46_Ti46_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_V46_Ti46_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_V46_Ti46_data{
 0.202001,           0.202,           0.202,           0.202,        0.202001,        0.201011,        0.194152,        0.165671,        0.043044,       -0.139626,         0.04571,        1.880534,        4.441019,  // RATE
 0.20201,        0.202003,        0.202002,        0.202002,        0.202002,        0.201012,        0.194153,        0.165672,        0.043044,       -0.139626,         0.04571,        1.880534,        4.441019,
@@ -2827,11 +2827,11 @@ namespace rate_tables
          };
 
     // Ca47 --> Sc47
-    inline AMREX_GPU_MANAGED table_t j_Ca47_Sc47_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ca47_Sc47_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ca47_Sc47_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ca47_Sc47_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ca47_Sc47_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ca47_Sc47_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ca47_Sc47_data{
 -5.732,          -5.732,          -5.732,          -5.732,       -5.731987,       -5.731539,       -5.723682,       -5.671025,       -5.191058,       -3.722913,       -1.571767,        0.708665,        2.960073,  // RATE
 -5.732,          -5.732,          -5.732,          -5.732,       -5.731995,       -5.731561,       -5.723705,       -5.671025,       -5.191058,       -3.722913,       -1.571767,        0.708665,        2.960073,
@@ -2869,11 +2869,11 @@ namespace rate_tables
          };
 
     // Sc47 --> Ca47
-    inline AMREX_GPU_MANAGED table_t j_Sc47_Ca47_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Sc47_Ca47_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Sc47_Ca47_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Sc47_Ca47_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Sc47_Ca47_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Sc47_Ca47_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Sc47_Ca47_data{
 -99.69797,       -99.69797,         -62.837,         -37.278,      -25.497999,      -19.618947,       -14.76895,      -12.135819,       -9.105316,       -6.012465,       -2.844997,         0.73374,        3.651038,  // RATE
 -99.69797,       -99.69797,         -61.837,         -36.278,         -25.084,       -19.59695,      -14.766959,      -12.134847,       -9.105316,       -6.012465,       -2.844997,         0.73374,        3.651038,
@@ -2911,11 +2911,11 @@ namespace rate_tables
          };
 
     // Sc47 --> Ti47
-    inline AMREX_GPU_MANAGED table_t j_Sc47_Ti47_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Sc47_Ti47_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Sc47_Ti47_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Sc47_Ti47_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Sc47_Ti47_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Sc47_Ti47_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Sc47_Ti47_data{
 -5.614,          -5.614,          -5.614,          -5.614,       -5.613969,       -5.612952,       -5.590695,        -5.48283,       -4.978354,       -3.896264,       -2.093878,        0.507378,        3.072064,  // RATE
 -5.614,          -5.614,          -5.614,          -5.614,       -5.613988,       -5.613002,       -5.590787,        -5.48283,       -4.978354,       -3.896264,       -2.093878,        0.507378,        3.072064,
@@ -2953,11 +2953,11 @@ namespace rate_tables
          };
 
     // Ti47 --> Sc47
-    inline AMREX_GPU_MANAGED table_t j_Ti47_Sc47_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ti47_Sc47_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ti47_Sc47_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ti47_Sc47_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ti47_Sc47_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ti47_Sc47_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ti47_Sc47_data{
 -99.69797,         -42.619,         -27.038,         -19.012,         -14.773,      -11.944994,       -9.515864,        -8.15795,       -6.553029,       -4.744373,       -2.350166,          0.9501,        3.814051,  // RATE
 -99.69797,         -41.618,         -26.037,         -18.012,          -14.36,      -11.922995,       -9.514865,       -8.156952,       -6.553029,       -4.744373,       -2.350166,          0.9501,        3.814051,
@@ -2995,11 +2995,11 @@ namespace rate_tables
          };
 
     // Ti47 --> V47
-    inline AMREX_GPU_MANAGED table_t j_Ti47_V47_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ti47_V47_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ti47_V47_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ti47_V47_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ti47_V47_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ti47_V47_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ti47_V47_data{
 -99.69797,       -99.69797,         -78.563,          -40.21,      -23.768999,      -17.934982,      -13.240789,      -10.758042,       -8.064529,       -5.531928,       -2.901487,        0.220581,        2.910033,  // RATE
 -99.69797,       -99.69797,         -79.563,      -41.210997,      -24.181997,      -17.956981,      -13.241789,      -10.758042,       -8.064529,       -5.531928,       -2.901487,        0.220581,        2.910033,
@@ -3037,11 +3037,11 @@ namespace rate_tables
          };
 
     // V47 --> Ti47
-    inline AMREX_GPU_MANAGED table_t j_V47_Ti47_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_V47_Ti47_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_V47_Ti47_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_V47_Ti47_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_V47_Ti47_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_V47_Ti47_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_V47_Ti47_data{
 -3.473964,       -3.473988,       -3.472992,       -3.460994,       -3.445977,       -3.438562,       -3.429767,       -3.406525,       -3.269453,        -2.64941,       -1.130479,        1.445603,        4.141053,  // RATE
 -3.473656,       -3.473884,       -3.472916,       -3.460937,       -3.445941,       -3.438539,       -3.429739,       -3.406461,       -3.269453,        -2.64941,       -1.130479,        1.445603,        4.141053,
@@ -3079,11 +3079,11 @@ namespace rate_tables
          };
 
     // Ca48 --> Sc48
-    inline AMREX_GPU_MANAGED table_t j_Ca48_Sc48_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ca48_Sc48_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ca48_Sc48_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ca48_Sc48_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ca48_Sc48_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ca48_Sc48_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ca48_Sc48_data{
 -99.69797,      -98.093567,         -50.372,         -25.781,         -15.287,         -11.823,          -8.945,       -7.353989,       -5.539374,       -3.703619,        -1.36027,        0.517166,        2.524368,  // RATE
 -99.69797,      -99.048391,         -51.372,         -26.781,           -15.7,         -11.845,          -8.947,       -7.353989,       -5.539374,       -3.703619,        -1.36027,        0.517166,        2.524368,
@@ -3121,11 +3121,11 @@ namespace rate_tables
          };
 
     // Cr48 --> V48
-    inline AMREX_GPU_MANAGED table_t j_Cr48_V48_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Cr48_V48_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Cr48_V48_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Cr48_V48_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Cr48_V48_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Cr48_V48_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Cr48_V48_data{
 -6.829988,       -6.868968,       -6.874263,       -6.877673,       -6.845059,       -6.367714,       -5.303447,       -4.599517,       -3.683285,       -2.551686,       -0.927071,        1.599108,        4.292035,  // RATE
 -6.511192,       -6.721074,       -6.760231,        -6.78717,       -6.787059,       -6.354394,       -5.301811,       -4.599517,       -3.683285,       -2.551686,       -0.927071,        1.599108,        4.292035,
@@ -3163,11 +3163,11 @@ namespace rate_tables
          };
 
     // Sc48 --> Ca48
-    inline AMREX_GPU_MANAGED table_t j_Sc48_Ca48_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Sc48_Ca48_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Sc48_Ca48_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Sc48_Ca48_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Sc48_Ca48_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Sc48_Ca48_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Sc48_Ca48_data{
 -99.69797,       -99.69797,      -58.368908,       -31.69893,      -20.267754,      -15.688476,      -12.072618,      -10.129485,       -7.857346,       -5.592151,       -3.155865,        0.440898,        3.559027,  // RATE
 -99.69797,       -99.69797,      -58.368077,      -31.698303,      -20.267361,      -15.688242,       -12.07237,      -10.129485,       -7.857346,       -5.592151,       -3.155865,        0.440898,        3.559027,
@@ -3205,11 +3205,11 @@ namespace rate_tables
          };
 
     // Sc48 --> Ti48
-    inline AMREX_GPU_MANAGED table_t j_Sc48_Ti48_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Sc48_Ti48_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Sc48_Ti48_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Sc48_Ti48_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Sc48_Ti48_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Sc48_Ti48_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Sc48_Ti48_data{
 -5.353,          -5.353,          -5.352,          -5.316,       -5.181989,       -5.042718,       -4.782626,       -4.516518,       -4.040149,       -3.191004,       -1.697076,        1.022969,        3.748015,  // RATE
 -5.354,          -5.353,          -5.352,          -5.316,       -5.181996,       -5.042732,       -4.782634,       -4.516518,       -4.040149,       -3.191004,       -1.697076,        1.022969,        3.748015,
@@ -3247,11 +3247,11 @@ namespace rate_tables
          };
 
     // Ti48 --> Sc48
-    inline AMREX_GPU_MANAGED table_t j_Ti48_Sc48_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ti48_Sc48_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ti48_Sc48_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ti48_Sc48_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ti48_Sc48_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ti48_Sc48_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ti48_Sc48_data{
 -99.69797,       -99.69797,       -99.69797,         -60.831,         -38.181,      -27.916986,      -19.635686,      -15.310613,      -10.720461,       -6.609333,       -2.816194,        1.005858,        3.917078,  // RATE
 -99.69797,       -99.69797,       -99.69797,         -59.831,         -37.768,      -27.894986,      -19.633688,      -15.310613,      -10.720461,       -6.609333,       -2.816194,        1.005858,        3.917078,
@@ -3289,11 +3289,11 @@ namespace rate_tables
          };
 
     // Ti48 --> V48
-    inline AMREX_GPU_MANAGED table_t j_Ti48_V48_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ti48_V48_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ti48_V48_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ti48_V48_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ti48_V48_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ti48_V48_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ti48_V48_data{
 -99.69797,       -99.69797,       -99.69797,      -54.694961,      -32.305947,      -23.789775,      -16.814278,      -13.141917,       -9.254537,       -5.840689,       -2.837421,        0.047016,        2.618117,  // RATE
 -99.69797,       -99.69797,       -99.69797,      -55.695605,      -32.718862,      -23.811763,      -16.815277,      -13.141917,       -9.254537,       -5.840689,       -2.837421,        0.047016,        2.618117,
@@ -3331,11 +3331,11 @@ namespace rate_tables
          };
 
     // V48 --> Cr48
-    inline AMREX_GPU_MANAGED table_t j_V48_Cr48_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_V48_Cr48_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_V48_Cr48_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_V48_Cr48_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_V48_Cr48_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_V48_Cr48_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_V48_Cr48_data{
 -99.69797,         -91.208,         -47.984,         -25.609,         -16.045,      -12.954987,       -10.36971,       -8.901363,       -7.127127,       -5.209013,       -2.959509,        0.119725,        2.916033,  // RATE
 -99.69797,         -92.209,         -48.984,         -26.609,         -16.458,      -12.975987,      -10.371709,        -8.90236,       -7.127127,       -5.209013,       -2.959509,        0.119725,        2.916033,
@@ -3373,11 +3373,11 @@ namespace rate_tables
          };
 
     // V48 --> Ti48
-    inline AMREX_GPU_MANAGED table_t j_V48_Ti48_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_V48_Ti48_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_V48_Ti48_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_V48_Ti48_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_V48_Ti48_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_V48_Ti48_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_V48_Ti48_data{
 -6.610448,       -6.611487,       -6.611617,       -6.465779,       -5.034961,       -4.212794,       -3.579321,       -3.290295,       -3.030079,       -2.657398,       -1.451653,        1.247102,        4.083018,  // RATE
 -6.597429,       -6.606904,       -6.608182,       -6.463799,       -5.034898,       -4.212783,       -3.579314,       -3.290295,       -3.030079,       -2.657398,       -1.451653,        1.247102,        4.083018,
@@ -3415,11 +3415,11 @@ namespace rate_tables
          };
 
     // Cr49 --> V49
-    inline AMREX_GPU_MANAGED table_t j_Cr49_V49_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Cr49_V49_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Cr49_V49_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Cr49_V49_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Cr49_V49_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Cr49_V49_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Cr49_V49_data{
 -3.599927,       -3.599976,       -3.599983,       -3.599987,       -3.594955,       -3.580177,       -3.540299,       -3.479208,       -3.258693,       -2.577104,       -1.084843,        1.543119,        4.277038,  // RATE
 -3.599299,       -3.599764,        -3.59983,       -3.599873,       -3.594883,       -3.580134,       -3.540275,       -3.479208,       -3.258693,       -2.577104,       -1.084843,        1.543119,        4.277038,
@@ -3457,11 +3457,11 @@ namespace rate_tables
          };
 
     // Sc49 --> Ti49
-    inline AMREX_GPU_MANAGED table_t j_Sc49_Ti49_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Sc49_Ti49_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Sc49_Ti49_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Sc49_Ti49_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Sc49_Ti49_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Sc49_Ti49_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Sc49_Ti49_data{
 -3.685,          -3.685,          -3.685,          -3.685,       -3.684999,       -3.684979,       -3.684599,       -3.683737,       -3.671968,       -3.410179,       -1.666914,        0.580675,        2.975096,  // RATE
 -3.685,          -3.685,          -3.685,          -3.685,          -3.685,        -3.68498,         -3.6846,       -3.683737,       -3.671968,       -3.410179,       -1.666914,        0.580675,        2.975096,
@@ -3499,11 +3499,11 @@ namespace rate_tables
          };
 
     // Ti49 --> Sc49
-    inline AMREX_GPU_MANAGED table_t j_Ti49_Sc49_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ti49_Sc49_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ti49_Sc49_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ti49_Sc49_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ti49_Sc49_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ti49_Sc49_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ti49_Sc49_data{
 -99.69797,       -99.69797,         -62.212,         -36.489,         -24.654,      -18.769988,      -13.950786,      -11.396825,        -8.61034,       -5.886535,       -2.896653,         0.80862,        3.813058,  // RATE
 -99.69797,       -99.69797,         -61.211,         -35.489,         -24.241,      -18.747988,      -13.949786,      -11.396825,        -8.61034,       -5.886535,       -2.896653,         0.80862,        3.813058,
@@ -3541,11 +3541,11 @@ namespace rate_tables
          };
 
     // Ti49 --> V49
-    inline AMREX_GPU_MANAGED table_t j_Ti49_V49_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ti49_V49_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ti49_V49_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ti49_V49_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ti49_V49_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ti49_V49_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ti49_V49_data{
 -99.69797,         -58.714,         -31.644,      -17.490993,      -11.560757,       -9.962535,       -8.506819,        -7.53078,       -6.135822,       -4.374124,       -2.277584,        0.321644,        2.888086,  // RATE
 -99.69797,         -59.716,         -32.645,      -18.490929,      -11.973371,       -9.983218,       -8.507669,        -7.53078,       -6.135822,       -4.374124,       -2.277584,        0.321644,        2.888086,
@@ -3583,11 +3583,11 @@ namespace rate_tables
          };
 
     // V49 --> Cr49
-    inline AMREX_GPU_MANAGED table_t j_V49_Cr49_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_V49_Cr49_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_V49_Cr49_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_V49_Cr49_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_V49_Cr49_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_V49_Cr49_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_V49_Cr49_data{
 -99.69797,       -99.69797,         -70.882,      -36.352999,      -21.670994,      -16.568923,      -12.436484,      -10.221723,       -7.782696,        -5.42446,       -2.913399,        0.179004,         2.90006,  // RATE
 -99.69797,       -99.69797,      -71.882998,      -37.352987,      -22.083986,      -16.590919,      -12.437483,      -10.221723,       -7.782696,        -5.42446,       -2.913399,        0.179004,         2.90006,
@@ -3625,11 +3625,11 @@ namespace rate_tables
          };
 
     // V49 --> Ti49
-    inline AMREX_GPU_MANAGED table_t j_V49_Ti49_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_V49_Ti49_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_V49_Ti49_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_V49_Ti49_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_V49_Ti49_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_V49_Ti49_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_V49_Ti49_data{
 -10.285,         -10.768,         -10.898,         -11.008,      -10.433999,       -9.134903,       -7.932318,       -7.179426,       -6.043316,       -4.365971,       -2.045734,        1.179022,        4.068045,  // RATE
 -9.306,          -9.769,          -9.899,         -10.008,      -10.020999,       -9.112908,       -7.931324,       -7.179426,       -6.043316,       -4.365971,       -2.045734,        1.179022,        4.068045,
@@ -3667,11 +3667,11 @@ namespace rate_tables
          };
 
     // Cr50 --> Mn50
-    inline AMREX_GPU_MANAGED table_t j_Cr50_Mn50_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Cr50_Mn50_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Cr50_Mn50_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Cr50_Mn50_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Cr50_Mn50_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Cr50_Mn50_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Cr50_Mn50_data{
 -99.69797,       -99.69797,       -99.69797,      -97.082473,         -55.363,      -39.444999,      -26.916962,      -20.522801,      -13.940789,         -8.3841,       -3.876916,        -0.07569,        2.789055,  // RATE
 -99.69797,       -99.69797,       -99.69797,      -98.077762,         -55.776,      -39.466999,      -26.917962,      -20.522801,      -13.940789,         -8.3841,       -3.876916,        -0.07569,        2.789055,
@@ -3709,11 +3709,11 @@ namespace rate_tables
          };
 
     // Cr50 --> V50
-    inline AMREX_GPU_MANAGED table_t j_Cr50_V50_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Cr50_V50_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Cr50_V50_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Cr50_V50_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Cr50_V50_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Cr50_V50_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Cr50_V50_data{
 -99.69797,         -82.574,         -46.956,         -28.832,         -20.111,      -15.279988,      -11.133706,       -8.880629,       -6.425296,       -4.121539,       -1.665517,        1.422406,        4.233077,  // RATE
 -99.69797,         -81.572,         -45.955,         -27.832,         -19.698,      -15.258989,      -11.131708,       -8.880629,       -6.425296,       -4.121539,       -1.665517,        1.422406,        4.233077,
@@ -3751,11 +3751,11 @@ namespace rate_tables
          };
 
     // Mn50 --> Cr50
-    inline AMREX_GPU_MANAGED table_t j_Mn50_Cr50_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Mn50_Cr50_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Mn50_Cr50_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Mn50_Cr50_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Mn50_Cr50_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Mn50_Cr50_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Mn50_Cr50_data{
 0.373001,           0.373,           0.373,           0.367,        0.279001,         0.12701,       -0.087861,        -0.22237,       -0.335129,        -0.33384,       -0.021855,        1.918222,        4.538004,  // RATE
 0.373009,        0.373003,        0.373002,        0.367002,        0.279001,         0.12701,       -0.087861,        -0.22237,       -0.335129,        -0.33384,       -0.021855,        1.918222,        4.538004,
@@ -3793,11 +3793,11 @@ namespace rate_tables
          };
 
     // Ti50 --> V50
-    inline AMREX_GPU_MANAGED table_t j_Ti50_V50_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ti50_V50_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ti50_V50_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ti50_V50_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ti50_V50_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ti50_V50_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ti50_V50_data{
 -99.69797,       -99.69797,      -71.715626,      -37.497581,      -22.742751,      -17.465355,      -13.058246,      -10.591184,       -7.751651,        -4.92033,       -2.146192,        0.339758,         2.76032,  // RATE
 -99.69797,       -99.69797,      -72.704418,      -38.494815,      -23.156355,      -17.487218,      -13.059188,      -10.591184,       -7.751651,        -4.92033,       -2.146192,        0.339758,         2.76032,
@@ -3835,11 +3835,11 @@ namespace rate_tables
          };
 
     // V50 --> Cr50
-    inline AMREX_GPU_MANAGED table_t j_V50_Cr50_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_V50_Cr50_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_V50_Cr50_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_V50_Cr50_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_V50_Cr50_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_V50_Cr50_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_V50_Cr50_data{
 -25.587,         -24.364,         -15.362,         -10.743,       -8.186996,       -6.843933,       -5.778091,       -5.260403,       -4.715878,       -3.909817,       -2.329989,        0.662689,        3.538019,  // RATE
 -25.588,         -24.364,         -15.362,         -10.743,       -8.186998,       -6.843937,       -5.778096,       -5.260403,       -4.715878,       -3.909817,       -2.329989,        0.662689,        3.538019,
@@ -3877,11 +3877,11 @@ namespace rate_tables
          };
 
     // V50 --> Ti50
-    inline AMREX_GPU_MANAGED table_t j_V50_Ti50_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_V50_Ti50_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_V50_Ti50_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_V50_Ti50_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_V50_Ti50_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_V50_Ti50_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_V50_Ti50_data{
 -27.443,      -27.836999,      -19.650747,      -13.240916,       -9.639516,       -8.155778,       -6.837428,       -6.071589,       -5.196274,       -4.130548,       -2.257834,        1.002609,         4.01402,  // RATE
 -26.464,         -26.838,      -18.654573,      -13.197651,       -9.638749,       -8.155663,       -6.837406,       -6.071589,       -5.196274,       -4.130548,       -2.257834,        1.002609,         4.01402,
@@ -3919,11 +3919,11 @@ namespace rate_tables
          };
 
     // Cr51 --> Mn51
-    inline AMREX_GPU_MANAGED table_t j_Cr51_Mn51_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Cr51_Mn51_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Cr51_Mn51_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Cr51_Mn51_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Cr51_Mn51_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Cr51_Mn51_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Cr51_Mn51_data{
 -99.69797,       -99.69797,      -85.872997,      -44.067996,      -26.217989,      -19.816836,      -14.646558,      -11.904154,       -8.922589,       -6.072428,       -3.162733,        0.140377,        2.923081,  // RATE
 -99.69797,       -99.69797,      -86.873974,      -45.067964,      -26.631971,      -19.837828,      -14.648551,      -11.905143,       -8.922589,       -6.072428,       -3.162733,        0.140377,        2.923081,
@@ -3961,11 +3961,11 @@ namespace rate_tables
          };
 
     // Cr51 --> V51
-    inline AMREX_GPU_MANAGED table_t j_Cr51_V51_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Cr51_V51_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Cr51_V51_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Cr51_V51_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Cr51_V51_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Cr51_V51_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Cr51_V51_data{
 -9.211,          -9.696,          -9.829,          -9.937,       -9.349996,       -8.037956,       -6.828501,        -6.10395,       -5.170282,       -3.921517,       -1.831085,        1.306572,        4.196046,  // RATE
 -8.231,          -8.697,          -8.829,          -8.938,       -8.936999,       -8.016958,       -6.827502,       -6.102955,       -5.170282,       -3.921517,       -1.831085,        1.306572,        4.196046,
@@ -4003,11 +4003,11 @@ namespace rate_tables
          };
 
     // Mn51 --> Cr51
-    inline AMREX_GPU_MANAGED table_t j_Mn51_Cr51_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Mn51_Cr51_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Mn51_Cr51_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Mn51_Cr51_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Mn51_Cr51_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Mn51_Cr51_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Mn51_Cr51_data{
 -3.623974,       -3.623992,       -3.623994,       -3.623996,       -3.616984,       -3.600702,       -3.570891,       -3.535403,        -3.41669,       -2.835164,       -1.139477,        1.639727,        4.422041,  // RATE
 -3.623751,       -3.623916,        -3.62394,       -3.623955,       -3.616959,       -3.600688,       -3.570872,       -3.535403,        -3.41669,       -2.835164,       -1.139477,        1.639727,        4.422041,
@@ -4045,11 +4045,11 @@ namespace rate_tables
          };
 
     // Ti51 --> V51
-    inline AMREX_GPU_MANAGED table_t j_Ti51_V51_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ti51_V51_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ti51_V51_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ti51_V51_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ti51_V51_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ti51_V51_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ti51_V51_data{
 -2.693,          -2.693,          -2.693,          -2.693,       -2.692999,       -2.692983,        -2.69267,       -2.690189,       -2.642722,        -2.20362,       -1.068611,        0.878395,        3.400102,  // RATE
 -2.693,          -2.693,          -2.693,          -2.693,          -2.693,       -2.692984,       -2.692671,       -2.690189,       -2.642722,        -2.20362,       -1.068611,        0.878395,        3.400102,
@@ -4087,11 +4087,11 @@ namespace rate_tables
          };
 
     // V51 --> Cr51
-    inline AMREX_GPU_MANAGED table_t j_V51_Cr51_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_V51_Cr51_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_V51_Cr51_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_V51_Cr51_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_V51_Cr51_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_V51_Cr51_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_V51_Cr51_data{
 -99.69797,         -58.421,          -31.32,         -17.127,         -11.154,       -9.528995,       -8.097714,       -7.232208,       -6.089988,       -4.519745,       -2.348805,        0.402594,        3.022131,  // RATE
 -99.69797,         -59.423,         -32.321,         -18.127,         -11.568,       -9.549995,       -8.098713,       -7.233199,       -6.089988,       -4.519745,       -2.348805,        0.402594,        3.022131,
@@ -4129,11 +4129,11 @@ namespace rate_tables
          };
 
     // V51 --> Ti51
-    inline AMREX_GPU_MANAGED table_t j_V51_Ti51_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_V51_Ti51_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_V51_Ti51_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_V51_Ti51_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_V51_Ti51_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_V51_Ti51_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_V51_Ti51_data{
 -99.69797,       -99.69797,         -73.261,          -41.68,         -27.339,      -20.458999,      -14.886962,       -11.97382,       -8.863154,       -5.959497,       -2.853132,        0.984128,        4.042038,  // RATE
 -99.69797,       -99.69797,         -72.261,          -40.68,         -26.925,      -20.437999,      -14.884963,      -11.972821,       -8.863154,       -5.959497,       -2.853132,        0.984128,        4.042038,
@@ -4171,11 +4171,11 @@ namespace rate_tables
          };
 
     // Cr52 --> Mn52
-    inline AMREX_GPU_MANAGED table_t j_Cr52_Mn52_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Cr52_Mn52_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Cr52_Mn52_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Cr52_Mn52_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Cr52_Mn52_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Cr52_Mn52_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Cr52_Mn52_data{
 -99.69797,       -99.69797,       -99.69797,          -62.85,      -36.836999,      -27.143949,      -19.311404,      -15.130619,       -10.61808,       -6.541805,       -3.029028,        0.148862,        2.833117,  // RATE
 -99.69797,       -99.69797,       -99.69797,      -63.849999,      -37.250997,      -27.165946,        -19.3124,      -15.131603,       -10.61808,       -6.541805,       -3.029028,        0.148862,        2.833117,
@@ -4213,11 +4213,11 @@ namespace rate_tables
          };
 
     // Cr52 --> V52
-    inline AMREX_GPU_MANAGED table_t j_Cr52_V52_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Cr52_V52_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Cr52_V52_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Cr52_V52_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Cr52_V52_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Cr52_V52_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Cr52_V52_data{
 -99.69797,       -99.69797,       -99.69797,         -59.512,          -36.98,      -26.786998,      -18.603964,       -14.36782,       -9.923995,       -6.033894,       -2.563714,        1.160833,        4.155059,  // RATE
 -99.69797,       -99.69797,       -99.69797,         -58.512,         -36.566,      -26.764998,      -18.601964,       -14.36682,       -9.923995,       -6.033894,       -2.563714,        1.160833,        4.155059,
@@ -4255,11 +4255,11 @@ namespace rate_tables
          };
 
     // Fe52 --> Mn52
-    inline AMREX_GPU_MANAGED table_t j_Fe52_Mn52_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Fe52_Mn52_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Fe52_Mn52_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Fe52_Mn52_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Fe52_Mn52_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Fe52_Mn52_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Fe52_Mn52_data{
 -4.906371,       -4.906798,       -4.906854,       -4.906891,       -4.906609,       -4.897636,       -4.761613,       -4.431111,       -3.729626,       -2.622547,       -0.832892,         1.80361,        4.539039,  // RATE
 -4.901046,       -4.904987,       -4.905541,       -4.905913,       -4.905988,       -4.897257,       -4.761255,       -4.431111,       -3.729626,       -2.622547,       -0.832892,         1.80361,        4.539039,
@@ -4297,11 +4297,11 @@ namespace rate_tables
          };
 
     // Mn52 --> Cr52
-    inline AMREX_GPU_MANAGED table_t j_Mn52_Cr52_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Mn52_Cr52_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Mn52_Cr52_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Mn52_Cr52_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Mn52_Cr52_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Mn52_Cr52_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Mn52_Cr52_data{
 -6.411883,       -6.413315,       -6.413503,        -6.40863,       -5.952522,       -5.083681,       -4.247419,       -3.811142,       -3.364336,       -2.765711,       -1.374174,        1.507252,        4.372024,  // RATE
 -6.394236,       -6.407218,       -6.409053,       -6.405311,       -5.951764,       -5.083616,       -4.247403,       -3.811122,       -3.364336,       -2.765711,       -1.374174,        1.507252,        4.372024,
@@ -4339,11 +4339,11 @@ namespace rate_tables
          };
 
     // Mn52 --> Fe52
-    inline AMREX_GPU_MANAGED table_t j_Mn52_Fe52_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Mn52_Fe52_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Mn52_Fe52_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Mn52_Fe52_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Mn52_Fe52_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Mn52_Fe52_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Mn52_Fe52_data{
 -99.69797,       -99.69797,      -65.878999,      -34.575999,      -21.223979,      -16.637548,      -12.902767,      -10.876369,        -8.54894,       -6.111587,       -3.357602,        0.086907,        2.997066,  // RATE
 -99.69797,       -99.69797,      -66.878991,       -35.57599,      -21.636945,      -16.659524,      -12.904747,      -10.876369,        -8.54894,       -6.111587,       -3.357602,        0.086907,        2.997066,
@@ -4381,11 +4381,11 @@ namespace rate_tables
          };
 
     // V52 --> Cr52
-    inline AMREX_GPU_MANAGED table_t j_V52_Cr52_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_V52_Cr52_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_V52_Cr52_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_V52_Cr52_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_V52_Cr52_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_V52_Cr52_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_V52_Cr52_data{
 -2.508,           -2.58,          -2.701,          -2.763,          -2.672,       -2.576995,       -2.480914,       -2.427568,       -2.362971,       -2.192818,       -1.455553,        0.899792,        3.639033,  // RATE
 -2.508,           -2.58,          -2.701,          -2.763,          -2.672,       -2.576995,       -2.480914,       -2.427568,       -2.362971,       -2.192818,       -1.455553,        0.899792,        3.639033,
@@ -4423,11 +4423,11 @@ namespace rate_tables
          };
 
     // Cr53 --> Mn53
-    inline AMREX_GPU_MANAGED table_t j_Cr53_Mn53_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Cr53_Mn53_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Cr53_Mn53_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Cr53_Mn53_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Cr53_Mn53_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Cr53_Mn53_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Cr53_Mn53_data{
 -99.69797,      -56.667908,      -31.310239,      -18.340467,      -12.389464,      -10.521211,       -8.839855,       -7.830343,       -6.367975,       -4.287059,       -2.119565,         0.39877,        2.992164,  // RATE
 -99.69797,      -56.667991,      -31.317219,      -18.601334,      -12.706464,      -10.535328,       -8.840877,       -7.830855,       -6.367975,       -4.287059,       -2.119565,         0.39877,        2.992164,
@@ -4465,11 +4465,11 @@ namespace rate_tables
          };
 
     // Fe53 --> Mn53
-    inline AMREX_GPU_MANAGED table_t j_Fe53_Mn53_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Fe53_Mn53_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Fe53_Mn53_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Fe53_Mn53_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Fe53_Mn53_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Fe53_Mn53_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Fe53_Mn53_data{
 -2.882979,       -2.882993,       -2.882995,       -2.882996,       -2.882988,       -2.882767,       -2.880792,       -2.872593,       -2.807556,       -2.380975,       -0.922172,        1.758623,        4.525043,  // RATE
 -2.882804,       -2.882934,       -2.882952,       -2.882965,       -2.882968,       -2.882756,       -2.880785,       -2.872593,       -2.807556,       -2.380975,       -0.922172,        1.758623,        4.525043,
@@ -4507,11 +4507,11 @@ namespace rate_tables
          };
 
     // Mn53 --> Cr53
-    inline AMREX_GPU_MANAGED table_t j_Mn53_Cr53_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Mn53_Cr53_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Mn53_Cr53_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Mn53_Cr53_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Mn53_Cr53_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Mn53_Cr53_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Mn53_Cr53_data{
 -99.69797,         -29.457,         -20.068,         -15.417,      -12.778985,      -10.630934,       -8.739732,       -7.640858,        -6.25691,       -4.517209,       -1.964517,        1.408925,        4.335041,  // RATE
 -99.69797,         -28.458,         -19.068,         -14.417,      -12.365994,      -10.608937,       -8.737733,       -7.639865,       -6.255985,       -4.517209,       -1.964517,        1.408925,        4.335041,
@@ -4549,11 +4549,11 @@ namespace rate_tables
          };
 
     // Mn53 --> Fe53
-    inline AMREX_GPU_MANAGED table_t j_Mn53_Fe53_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Mn53_Fe53_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Mn53_Fe53_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Mn53_Fe53_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Mn53_Fe53_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Mn53_Fe53_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Mn53_Fe53_data{
 -99.69797,       -99.69797,      -98.637676,         -50.097,         -29.366,      -21.840988,      -15.845729,      -12.726306,       -9.413842,       -6.369573,       -3.265036,        0.165859,        2.954085,  // RATE
 -99.69797,       -99.69797,      -99.494141,      -51.096998,      -29.778999,      -21.861987,      -15.847728,      -12.726306,       -9.413842,       -6.369573,       -3.265036,        0.165859,        2.954085,
@@ -4591,11 +4591,11 @@ namespace rate_tables
          };
 
     // Co54 --> Fe54
-    inline AMREX_GPU_MANAGED table_t j_Co54_Fe54_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Co54_Fe54_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Co54_Fe54_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Co54_Fe54_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Co54_Fe54_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Co54_Fe54_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Co54_Fe54_data{
 0.537001,           0.537,           0.537,           0.518,           0.347,        0.143009,       -0.082886,       -0.211496,       -0.327053,        -0.30465,        0.103766,        2.135908,        4.779032,  // RATE
 0.537008,        0.537003,        0.537002,        0.518001,        0.347001,        0.143009,       -0.082885,       -0.211496,       -0.327053,        -0.30465,        0.103766,        2.135908,        4.779032,
@@ -4633,11 +4633,11 @@ namespace rate_tables
          };
 
     // Cr54 --> Mn54
-    inline AMREX_GPU_MANAGED table_t j_Cr54_Mn54_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Cr54_Mn54_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Cr54_Mn54_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Cr54_Mn54_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Cr54_Mn54_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Cr54_Mn54_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Cr54_Mn54_data{
 -99.69797,      -98.046132,      -51.694301,      -27.223286,      -16.754632,      -13.280434,      -10.313485,       -8.588085,       -6.503142,       -4.259109,       -1.757935,        1.107873,        3.734067,  // RATE
 -99.69797,      -98.046132,      -52.029092,      -28.174987,      -17.165468,      -13.301209,      -10.315383,        -8.58893,       -6.503142,       -4.259109,       -1.757935,        1.107873,        3.734067,
@@ -4675,11 +4675,11 @@ namespace rate_tables
          };
 
     // Fe54 --> Co54
-    inline AMREX_GPU_MANAGED table_t j_Fe54_Co54_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Fe54_Co54_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Fe54_Co54_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Fe54_Co54_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Fe54_Co54_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Fe54_Co54_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Fe54_Co54_data{
 -99.69797,       -99.69797,       -99.69797,       -99.69797,         -59.708,      -42.474996,      -28.931937,      -22.037651,      -14.956978,       -8.974312,       -4.068034,       -0.114674,        2.622056,  // RATE
 -99.69797,       -99.69797,       -99.69797,       -99.69797,         -60.121,      -42.496996,      -28.932937,      -22.037651,      -14.956978,       -8.974312,       -4.068034,       -0.114674,        2.622056,
@@ -4717,11 +4717,11 @@ namespace rate_tables
          };
 
     // Fe54 --> Mn54
-    inline AMREX_GPU_MANAGED table_t j_Fe54_Mn54_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Fe54_Mn54_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Fe54_Mn54_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Fe54_Mn54_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Fe54_Mn54_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Fe54_Mn54_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Fe54_Mn54_data{
 -99.69797,         -55.027,         -37.004,         -27.558,      -19.778966,      -15.398553,       -11.74326,        -9.67423,       -7.101985,       -4.366218,       -1.541834,         1.65045,         4.49106,  // RATE
 -99.69797,         -54.026,         -36.004,         -26.558,      -19.365987,      -15.376575,      -11.742268,        -9.67423,       -7.101985,       -4.366218,       -1.541834,         1.65045,         4.49106,
@@ -4759,11 +4759,11 @@ namespace rate_tables
          };
 
     // Mn54 --> Cr54
-    inline AMREX_GPU_MANAGED table_t j_Mn54_Cr54_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Mn54_Cr54_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Mn54_Cr54_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Mn54_Cr54_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Mn54_Cr54_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Mn54_Cr54_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Mn54_Cr54_data{
 -10.325,      -10.807999,      -10.939999,      -11.052715,      -10.207032,       -8.833988,       -7.676914,       -6.963252,       -5.873018,       -4.324452,       -1.889061,        1.523286,        4.393049,  // RATE
 -9.346,          -9.809,           -9.94,      -10.052972,       -9.944643,       -8.824424,       -7.675929,       -6.963252,       -5.873018,       -4.324452,       -1.889061,        1.523286,        4.393049,
@@ -4801,11 +4801,11 @@ namespace rate_tables
          };
 
     // Mn54 --> Fe54
-    inline AMREX_GPU_MANAGED table_t j_Mn54_Fe54_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Mn54_Fe54_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Mn54_Fe54_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Mn54_Fe54_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Mn54_Fe54_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Mn54_Fe54_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Mn54_Fe54_data{
 -13.414,         -13.415,         -13.427,      -13.477998,      -12.039777,      -10.065917,       -8.194676,        -7.00102,       -5.593536,        -4.19517,       -2.479413,         0.40033,        3.178049,  // RATE
 -13.414,         -13.415,         -13.427,         -13.478,      -12.101274,      -10.068082,        -8.19472,       -7.001049,       -5.593536,        -4.19517,       -2.479413,         0.40033,        3.178049,
@@ -4843,11 +4843,11 @@ namespace rate_tables
          };
 
     // Co55 --> Fe55
-    inline AMREX_GPU_MANAGED table_t j_Co55_Fe55_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Co55_Fe55_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Co55_Fe55_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Co55_Fe55_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Co55_Fe55_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Co55_Fe55_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Co55_Fe55_data{
 -5.121806,       -5.121938,       -5.121955,       -5.121967,        -5.12188,       -5.119711,       -5.091033,       -4.982213,       -4.404988,       -3.029783,       -0.975611,        1.855007,        4.619042,  // RATE
 -5.120151,       -5.121377,        -5.12155,       -5.121665,       -5.121688,       -5.119592,       -5.090962,       -4.982213,       -4.404988,       -3.029783,       -0.975611,        1.855007,        4.619042,
@@ -4885,11 +4885,11 @@ namespace rate_tables
          };
 
     // Fe55 --> Co55
-    inline AMREX_GPU_MANAGED table_t j_Fe55_Co55_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Fe55_Co55_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Fe55_Co55_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Fe55_Co55_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Fe55_Co55_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Fe55_Co55_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Fe55_Co55_data{
 -99.69797,       -99.69797,      -92.415981,      -47.517995,      -28.342991,      -21.427754,      -15.876279,      -12.929251,       -9.569698,       -6.204919,       -3.169744,        0.133879,        2.923101,  // RATE
 -99.69797,       -99.69797,      -93.415809,      -48.517953,      -28.756976,      -21.448741,      -15.878248,      -12.929251,       -9.569698,       -6.204919,       -3.169744,        0.133879,        2.923101,
@@ -4927,11 +4927,11 @@ namespace rate_tables
          };
 
     // Fe55 --> Mn55
-    inline AMREX_GPU_MANAGED table_t j_Fe55_Mn55_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Fe55_Mn55_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Fe55_Mn55_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Fe55_Mn55_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Fe55_Mn55_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Fe55_Mn55_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Fe55_Mn55_data{
 -10.838,         -11.304,         -11.414,         -11.473,      -10.806998,       -9.418944,       -8.076893,       -7.179361,       -5.859274,       -4.119889,         -1.7138,         1.54065,        4.430056,  // RATE
 -9.859,         -10.305,         -10.414,         -10.473,      -10.393999,       -9.396946,       -8.075898,       -7.179361,       -5.859274,       -4.119889,         -1.7138,         1.54065,        4.430056,
@@ -4969,11 +4969,11 @@ namespace rate_tables
          };
 
     // Mn55 --> Fe55
-    inline AMREX_GPU_MANAGED table_t j_Mn55_Fe55_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Mn55_Fe55_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Mn55_Fe55_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Mn55_Fe55_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Mn55_Fe55_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Mn55_Fe55_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Mn55_Fe55_data{
 -99.69797,         -58.417,         -31.324,         -17.186,      -11.321961,       -9.778006,       -8.382286,       -7.447206,        -6.06547,       -4.263135,        -2.12613,        0.580074,        3.227136,  // RATE
 -99.69797,         -59.418,         -32.325,      -18.186998,        -11.7349,       -9.798907,       -8.384149,       -7.447206,        -6.06547,       -4.263135,        -2.12613,        0.580074,        3.227136,
@@ -5011,11 +5011,11 @@ namespace rate_tables
          };
 
     // Co56 --> Fe56
-    inline AMREX_GPU_MANAGED table_t j_Co56_Fe56_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Co56_Fe56_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Co56_Fe56_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Co56_Fe56_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Co56_Fe56_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Co56_Fe56_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Co56_Fe56_data{
 -7.705836,       -7.707962,       -7.692263,       -7.032866,       -6.284874,       -5.970341,       -5.642062,       -5.178082,       -4.093715,       -2.791284,       -1.100233,        1.756545,        4.567038,  // RATE
 -7.679753,       -7.698752,       -7.685687,        -7.03166,       -6.284674,       -5.970255,       -5.642021,       -5.178082,       -4.093715,       -2.791284,       -1.100233,        1.756545,        4.567038,
@@ -5053,11 +5053,11 @@ namespace rate_tables
          };
 
     // Co56 --> Ni56
-    inline AMREX_GPU_MANAGED table_t j_Co56_Ni56_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Co56_Ni56_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Co56_Ni56_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Co56_Ni56_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Co56_Ni56_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Co56_Ni56_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Co56_Ni56_data{
 -99.69797,       -99.69797,      -69.758981,      -37.768387,      -23.052703,       -17.76895,        -13.4835,      -11.090722,       -8.426201,       -6.028675,       -3.404715,        0.008204,        2.897241,  // RATE
 -99.69797,       -99.69797,      -69.758998,       -37.91085,      -23.428328,      -17.788058,       -13.48505,      -11.090722,       -8.426201,       -6.028675,       -3.404715,        0.008204,        2.897241,
@@ -5095,11 +5095,11 @@ namespace rate_tables
          };
 
     // Fe56 --> Co56
-    inline AMREX_GPU_MANAGED table_t j_Fe56_Co56_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Fe56_Co56_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Fe56_Co56_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Fe56_Co56_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Fe56_Co56_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Fe56_Co56_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Fe56_Co56_data{
 -99.69797,       -99.69797,       -99.69797,      -62.854802,      -37.268611,      -27.644755,      -19.855923,      -15.693996,      -11.062186,        -6.68628,       -2.996418,        0.330264,        3.050101,  // RATE
 -99.69797,       -99.69797,       -99.69797,      -63.853019,      -37.680995,      -27.666587,      -19.856877,      -15.693996,      -11.062186,        -6.68628,       -2.996418,        0.330264,        3.050101,
@@ -5137,11 +5137,11 @@ namespace rate_tables
          };
 
     // Ni56 --> Co56
-    inline AMREX_GPU_MANAGED table_t j_Ni56_Co56_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ni56_Co56_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ni56_Co56_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ni56_Co56_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ni56_Co56_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ni56_Co56_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ni56_Co56_data{
 -8.684,          -9.164,          -9.291,          -9.387,          -8.777,          -7.439,       -6.183988,       -5.405627,       -4.316341,       -2.714602,       -0.608944,        2.014581,        4.728024,  // RATE
 -7.705,          -8.165,          -8.291,          -8.387,          -8.364,          -7.418,       -6.181989,       -5.405627,       -4.316341,       -2.714602,       -0.608944,        2.014581,        4.728024,
@@ -5179,11 +5179,11 @@ namespace rate_tables
          };
 
     // Co57 --> Fe57
-    inline AMREX_GPU_MANAGED table_t j_Co57_Fe57_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Co57_Fe57_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Co57_Fe57_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Co57_Fe57_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Co57_Fe57_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Co57_Fe57_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Co57_Fe57_data{
 -10.304,         -10.791,         -10.925,         -11.038,      -10.454991,       -9.142568,       -7.920964,       -7.158486,         -6.0349,       -4.234975,       -1.641616,        1.639704,        4.528059,  // RATE
 -9.325,          -9.791,          -9.925,         -10.038,      -10.041997,       -9.121588,       -7.919978,       -7.157528,         -6.0349,       -4.234975,       -1.641616,        1.639704,        4.528059,
@@ -5221,11 +5221,11 @@ namespace rate_tables
          };
 
     // Co57 --> Ni57
-    inline AMREX_GPU_MANAGED table_t j_Co57_Ni57_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Co57_Ni57_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Co57_Ni57_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Co57_Ni57_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Co57_Ni57_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Co57_Ni57_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Co57_Ni57_data{
 -99.69797,       -99.69797,         -88.234,      -45.683999,      -27.505989,      -20.983704,      -15.721981,      -12.875118,       -9.537559,       -6.213974,       -3.030172,        0.374366,        3.150063,  // RATE
 -99.69797,       -99.69797,         -89.234,      -46.683994,      -27.919971,       -21.00469,      -15.722965,      -12.875118,       -9.537559,       -6.213974,       -3.030172,        0.374366,        3.150063,
@@ -5263,11 +5263,11 @@ namespace rate_tables
          };
 
     // Fe57 --> Co57
-    inline AMREX_GPU_MANAGED table_t j_Fe57_Co57_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Fe57_Co57_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Fe57_Co57_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Fe57_Co57_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Fe57_Co57_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Fe57_Co57_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Fe57_Co57_data{
 -99.69797,         -58.544,      -33.297836,      -19.583657,      -12.993997,      -11.139466,       -9.549264,       -8.551561,       -6.998887,       -4.740629,       -2.343635,        0.482706,        3.164129,  // RATE
 -99.69797,         -58.544,      -33.301683,      -20.362767,      -13.403833,      -11.161231,       -9.550228,       -8.551561,       -6.998887,       -4.740629,       -2.343635,        0.482706,        3.164129,
@@ -5305,11 +5305,11 @@ namespace rate_tables
          };
 
     // Ni57 --> Co57
-    inline AMREX_GPU_MANAGED table_t j_Ni57_Co57_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ni57_Co57_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ni57_Co57_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ni57_Co57_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ni57_Co57_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ni57_Co57_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ni57_Co57_data{
 -5.642091,       -5.642707,       -5.642788,       -5.642842,       -5.641432,       -5.616587,       -5.325434,       -4.866623,       -4.134766,       -2.886975,       -0.825863,        1.962988,        4.710039,  // RATE
 -5.6344,        -5.64008,       -5.640888,       -5.641426,       -5.640531,       -5.616078,       -5.325076,       -4.866306,       -4.134766,       -2.886975,       -0.825863,        1.962988,        4.710039,
@@ -5347,11 +5347,11 @@ namespace rate_tables
          };
 
     // Co58 --> Fe58
-    inline AMREX_GPU_MANAGED table_t j_Co58_Fe58_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Co58_Fe58_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Co58_Fe58_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Co58_Fe58_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Co58_Fe58_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Co58_Fe58_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Co58_Fe58_data{
 -7.780698,       -7.835607,       -7.987985,       -8.144249,       -8.177397,       -8.123797,       -7.697944,       -7.070909,       -6.013299,       -4.489427,       -2.032605,        1.423138,        4.399021,  // RATE
 -7.745649,       -7.823294,        -7.97896,       -8.137552,       -8.173295,       -8.121587,       -7.696716,       -7.070909,       -6.013299,       -4.489427,       -2.032605,        1.423138,        4.399021,
@@ -5389,11 +5389,11 @@ namespace rate_tables
          };
 
     // Co58 --> Ni58
-    inline AMREX_GPU_MANAGED table_t j_Co58_Ni58_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Co58_Ni58_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Co58_Ni58_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Co58_Ni58_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Co58_Ni58_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Co58_Ni58_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Co58_Ni58_data{
 -99.69797,         -57.381,       -31.09199,      -18.062433,      -12.504095,      -10.321193,       -8.579691,       -7.553721,       -6.109545,       -4.488502,        -2.56696,        0.529004,         3.39304,  // RATE
 -99.69797,         -57.381,      -31.091999,      -18.064743,        -12.5222,       -10.32196,       -8.579756,       -7.553721,       -6.109545,       -4.488502,        -2.56696,        0.529004,         3.39304,
@@ -5431,11 +5431,11 @@ namespace rate_tables
          };
 
     // Cu58 --> Ni58
-    inline AMREX_GPU_MANAGED table_t j_Cu58_Ni58_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Cu58_Ni58_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Cu58_Ni58_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Cu58_Ni58_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Cu58_Ni58_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Cu58_Ni58_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Cu58_Ni58_data{
 -0.671999,          -0.672,          -0.672,          -0.664,       -0.579999,       -0.455988,       -0.302854,       -0.218391,       -0.137572,       -0.045662,        0.274015,        2.175483,         4.78803,  // RATE
 -0.671986,       -0.671995,       -0.671997,       -0.663998,       -0.579998,       -0.455987,       -0.302854,       -0.218391,       -0.137572,       -0.045662,        0.274015,        2.175483,         4.78803,
@@ -5473,11 +5473,11 @@ namespace rate_tables
          };
 
     // Fe58 --> Co58
-    inline AMREX_GPU_MANAGED table_t j_Fe58_Co58_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Fe58_Co58_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Fe58_Co58_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Fe58_Co58_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Fe58_Co58_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Fe58_Co58_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Fe58_Co58_data{
 -99.69797,       -99.69797,      -64.628867,      -34.101976,      -21.020983,      -16.500652,       -12.75851,       -10.63505,       -7.997675,       -4.937239,       -2.095909,        0.560417,         3.12034,  // RATE
 -99.69797,       -99.69797,      -65.627672,      -35.102762,      -21.433956,      -16.522634,      -12.759479,       -10.63505,       -7.997675,       -4.937239,       -2.095909,        0.560417,         3.12034,
@@ -5515,11 +5515,11 @@ namespace rate_tables
          };
 
     // Ni58 --> Co58
-    inline AMREX_GPU_MANAGED table_t j_Ni58_Co58_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ni58_Co58_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ni58_Co58_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ni58_Co58_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ni58_Co58_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ni58_Co58_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ni58_Co58_data{
 -99.69797,      -82.570875,      -46.069828,      -27.850781,      -19.383589,      -14.892951,      -11.169492,       -9.133311,        -6.75142,       -4.181395,       -1.398025,        1.761496,        4.587058,  // RATE
 -99.69797,      -81.571987,      -45.069983,      -26.851978,      -18.972294,      -14.871345,       -11.16754,       -9.133311,        -6.75142,       -4.181395,       -1.398025,        1.761496,        4.587058,
@@ -5557,11 +5557,11 @@ namespace rate_tables
          };
 
     // Ni58 --> Cu58
-    inline AMREX_GPU_MANAGED table_t j_Ni58_Cu58_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ni58_Cu58_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ni58_Cu58_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ni58_Cu58_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ni58_Cu58_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ni58_Cu58_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ni58_Cu58_data{
 -99.69797,       -99.69797,       -99.69797,       -99.69797,      -62.507999,      -44.496994,      -30.271891,       -22.99837,      -15.518285,       -9.262147,        -4.33536,       -0.197408,        2.770062,  // RATE
 -99.69797,       -99.69797,       -99.69797,       -99.69797,      -62.921999,      -44.517994,      -30.272891,       -22.99837,      -15.518285,       -9.262147,        -4.33536,       -0.197408,        2.770062,
@@ -5599,11 +5599,11 @@ namespace rate_tables
          };
 
     // Co59 --> Ni59
-    inline AMREX_GPU_MANAGED table_t j_Co59_Ni59_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Co59_Ni59_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Co59_Ni59_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Co59_Ni59_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Co59_Ni59_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Co59_Ni59_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Co59_Ni59_data{
 -99.69797,         -66.842,      -39.090343,      -22.640079,      -14.476537,      -11.932361,       -9.766875,       -8.497289,       -6.776424,       -4.497293,       -2.194108,        0.598148,         3.29411,  // RATE
 -99.69797,         -66.844,      -39.091934,      -23.391744,      -14.885652,      -11.954121,       -9.768834,        -8.49821,       -6.776424,       -4.497293,       -2.194108,        0.598148,         3.29411,
@@ -5641,11 +5641,11 @@ namespace rate_tables
          };
 
     // Cu59 --> Ni59
-    inline AMREX_GPU_MANAGED table_t j_Cu59_Ni59_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Cu59_Ni59_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Cu59_Ni59_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Cu59_Ni59_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Cu59_Ni59_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Cu59_Ni59_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Cu59_Ni59_data{
 -2.13399,       -2.133997,       -2.133998,       -2.133998,       -2.133994,       -2.133889,         -2.1365,       -2.137401,       -2.120262,       -1.807243,       -0.607549,        1.933693,        4.692038,  // RATE
 -2.133901,       -2.133967,       -2.133976,       -2.133983,       -2.133984,       -2.133883,       -2.136493,       -2.137401,       -2.120262,       -1.807243,       -0.607549,        1.933693,        4.692038,
@@ -5683,11 +5683,11 @@ namespace rate_tables
          };
 
     // Ni59 --> Co59
-    inline AMREX_GPU_MANAGED table_t j_Ni59_Co59_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ni59_Co59_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ni59_Co59_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ni59_Co59_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ni59_Co59_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ni59_Co59_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ni59_Co59_data{
 -16.964908,      -15.989674,      -14.689993,      -10.931936,       -9.100852,       -8.290421,       -7.190278,        -6.36208,       -5.323253,        -3.95509,       -1.534883,        1.714556,        4.587035,  // RATE
 -15.987675,      -14.987968,      -13.827528,      -10.913787,       -9.091264,       -8.285618,       -7.189477,       -6.361133,       -5.323253,        -3.95509,       -1.534883,        1.714556,        4.587035,
@@ -5725,11 +5725,11 @@ namespace rate_tables
          };
 
     // Ni59 --> Cu59
-    inline AMREX_GPU_MANAGED table_t j_Ni59_Cu59_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ni59_Cu59_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ni59_Cu59_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ni59_Cu59_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ni59_Cu59_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ni59_Cu59_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ni59_Cu59_data{
 -99.69797,       -99.69797,       -99.69797,         -63.016,          -36.59,      -26.798997,      -19.064921,      -15.095447,      -10.969362,       -7.312414,       -3.753795,        0.030178,        2.954091,  // RATE
 -99.69797,       -99.69797,       -99.69797,         -64.016,         -37.004,      -26.820997,      -19.066921,      -15.095447,      -10.969362,       -7.312414,       -3.753795,        0.030178,        2.954091,
@@ -5767,11 +5767,11 @@ namespace rate_tables
          };
 
     // Cu60 --> Ni60
-    inline AMREX_GPU_MANAGED table_t j_Cu60_Ni60_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Cu60_Ni60_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Cu60_Ni60_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Cu60_Ni60_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Cu60_Ni60_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Cu60_Ni60_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Cu60_Ni60_data{
 -3.353954,       -3.350985,       -3.251991,       -2.959997,       -2.759992,       -2.656879,       -2.532644,       -2.430726,       -2.241262,       -1.835043,       -0.803596,        1.842763,        4.635023,  // RATE
 -3.353558,       -3.350853,       -3.251915,       -2.959966,        -2.75998,       -2.656873,       -2.532641,       -2.430726,       -2.241262,       -1.835043,       -0.803596,        1.842763,        4.635023,
@@ -5809,11 +5809,11 @@ namespace rate_tables
          };
 
     // Cu60 --> Zn60
-    inline AMREX_GPU_MANAGED table_t j_Cu60_Zn60_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Cu60_Zn60_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Cu60_Zn60_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Cu60_Zn60_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Cu60_Zn60_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Cu60_Zn60_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Cu60_Zn60_data{
 -99.69797,       -99.69797,       -99.69797,         -55.791,         -32.868,      -24.486989,      -17.856501,      -14.437611,      -10.813151,       -7.410944,       -3.971395,       -0.209679,        2.734114,  // RATE
 -99.69797,       -99.69797,       -99.69797,         -56.791,         -33.281,      -24.508988,      -17.857499,      -14.437611,      -10.813151,       -7.410944,       -3.971395,       -0.209679,        2.734114,
@@ -5851,11 +5851,11 @@ namespace rate_tables
          };
 
     // Ni60 --> Cu60
-    inline AMREX_GPU_MANAGED table_t j_Ni60_Cu60_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ni60_Cu60_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ni60_Cu60_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ni60_Cu60_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ni60_Cu60_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ni60_Cu60_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ni60_Cu60_data{
 -99.69797,       -99.69797,       -99.69797,      -79.546999,      -45.850999,       -33.10799,      -22.990867,      -17.754969,      -12.267847,       -7.495104,       -3.557281,        0.068539,        2.914128,  // RATE
 -99.69797,       -99.69797,       -99.69797,      -80.546993,      -46.264998,      -33.128989,      -22.992866,      -17.755967,      -12.267847,       -7.495104,       -3.557281,        0.068539,        2.914128,
@@ -5893,11 +5893,11 @@ namespace rate_tables
          };
 
     // Zn60 --> Cu60
-    inline AMREX_GPU_MANAGED table_t j_Zn60_Cu60_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Zn60_Cu60_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Zn60_Cu60_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Zn60_Cu60_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Zn60_Cu60_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Zn60_Cu60_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Zn60_Cu60_data{
 -2.695968,        -2.69599,       -2.695993,       -2.695995,       -2.695981,       -2.695649,       -2.688275,       -2.653058,       -2.454897,       -1.816767,       -0.532865,        2.004287,        4.730001,  // RATE
 -2.695691,       -2.695896,       -2.695926,       -2.695946,       -2.695951,       -2.695631,       -2.688264,       -2.653013,       -2.454897,       -1.816767,       -0.532865,        2.004287,        4.730001,
@@ -5935,11 +5935,11 @@ namespace rate_tables
          };
 
     // Cu61 --> Ni61
-    inline AMREX_GPU_MANAGED table_t j_Cu61_Ni61_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Cu61_Ni61_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Cu61_Ni61_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Cu61_Ni61_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Cu61_Ni61_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Cu61_Ni61_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Cu61_Ni61_data{
 -4.461644,       -4.461886,       -4.461917,       -4.461939,       -4.461783,       -4.457919,        -4.41087,        -4.26278,       -3.780003,       -2.890122,       -1.300562,        1.719622,        4.602048,  // RATE
 -4.458611,       -4.460857,       -4.461177,       -4.461391,       -4.461438,       -4.457718,       -4.410635,        -4.26278,       -3.780003,       -2.890122,       -1.300562,        1.719622,        4.602048,
@@ -5977,11 +5977,11 @@ namespace rate_tables
          };
 
     // Cu61 --> Zn61
-    inline AMREX_GPU_MANAGED table_t j_Cu61_Zn61_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Cu61_Zn61_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Cu61_Zn61_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Cu61_Zn61_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Cu61_Zn61_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Cu61_Zn61_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Cu61_Zn61_data{
 -99.69797,       -99.69797,       -99.69797,         -73.607,      -42.592998,      -30.921962,      -21.669484,      -16.894318,      -11.896276,        -7.54693,       -3.760152,        0.047714,        2.979117,  // RATE
 -99.69797,       -99.69797,       -99.69797,      -74.606996,      -43.005996,       -30.94396,      -21.670483,      -16.894318,      -11.896276,        -7.54693,       -3.760152,        0.047714,        2.979117,
@@ -6019,11 +6019,11 @@ namespace rate_tables
          };
 
     // Ni61 --> Cu61
-    inline AMREX_GPU_MANAGED table_t j_Ni61_Cu61_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ni61_Cu61_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ni61_Cu61_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ni61_Cu61_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ni61_Cu61_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ni61_Cu61_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ni61_Cu61_data{
 -99.69797,       -99.69797,         -61.276,         -31.726,         -19.175,      -14.923996,      -11.465901,       -9.600438,       -7.534629,       -5.467417,       -2.920969,        0.217993,        3.067178,  // RATE
 -99.69797,       -99.69797,      -62.275998,         -32.726,         -19.588,      -14.945996,      -11.466901,       -9.600438,       -7.534629,       -5.467417,       -2.920969,        0.217993,        3.067178,
@@ -6061,11 +6061,11 @@ namespace rate_tables
          };
 
     // Zn61 --> Cu61
-    inline AMREX_GPU_MANAGED table_t j_Zn61_Cu61_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Zn61_Cu61_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Zn61_Cu61_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Zn61_Cu61_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Zn61_Cu61_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Zn61_Cu61_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Zn61_Cu61_data{
 -2.13299,       -2.132997,       -2.133998,       -2.148998,       -2.185994,       -2.208887,       -2.211486,        -2.18355,       -2.079759,       -1.784765,       -0.694028,        1.918069,           4.666,  // RATE
 -2.132908,       -2.132969,       -2.133978,       -2.148984,       -2.185985,       -2.208882,       -2.211479,       -2.183535,       -2.079683,       -1.784765,       -0.694028,        1.918069,           4.666,
@@ -6103,11 +6103,11 @@ namespace rate_tables
          };
 
     // Cu62 --> Ni62
-    inline AMREX_GPU_MANAGED table_t j_Cu62_Ni62_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Cu62_Ni62_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Cu62_Ni62_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Cu62_Ni62_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Cu62_Ni62_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Cu62_Ni62_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Cu62_Ni62_data{
 -2.992986,       -2.998995,       -3.053997,       -3.164997,        -3.25499,       -3.312792,       -3.381829,       -3.405823,       -3.295324,       -2.756462,       -1.397517,         1.55567,        4.463027,  // RATE
 -2.992862,       -2.998954,       -3.053966,       -3.164973,       -3.254973,       -3.312781,       -3.381814,       -3.405823,       -3.295324,       -2.756462,       -1.397517,         1.55567,        4.463027,
@@ -6145,11 +6145,11 @@ namespace rate_tables
          };
 
     // Cu62 --> Zn62
-    inline AMREX_GPU_MANAGED table_t j_Cu62_Zn62_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Cu62_Zn62_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Cu62_Zn62_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Cu62_Zn62_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Cu62_Zn62_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Cu62_Zn62_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Cu62_Zn62_data{
 -99.69797,         -89.282,         -46.916,         -25.039,      -15.713996,      -12.731903,      -10.260251,       -8.895271,       -7.307544,       -5.511276,       -3.171304,       -0.075858,        2.698219,  // RATE
 -99.69797,         -90.284,         -47.916,      -26.038999,       -16.12699,      -12.753898,      -10.262248,       -8.895271,       -7.307544,       -5.511276,       -3.171304,       -0.075858,        2.698219,
@@ -6187,11 +6187,11 @@ namespace rate_tables
          };
 
     // Ga62 --> Zn62
-    inline AMREX_GPU_MANAGED table_t j_Ga62_Zn62_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ga62_Zn62_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ga62_Zn62_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ga62_Zn62_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ga62_Zn62_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ga62_Zn62_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ga62_Zn62_data{
 0.754001,           0.754,           0.754,           0.754,           0.751,        0.730008,        0.638106,         0.52747,        0.380834,        0.312305,        0.518133,        2.277195,        4.837009,  // RATE
 0.754007,        0.754002,        0.754002,        0.754001,        0.751001,        0.730008,        0.638106,        0.527472,        0.380834,        0.312305,        0.518133,        2.277195,        4.837009,
@@ -6229,11 +6229,11 @@ namespace rate_tables
          };
 
     // Ni62 --> Cu62
-    inline AMREX_GPU_MANAGED table_t j_Ni62_Cu62_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ni62_Cu62_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ni62_Cu62_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ni62_Cu62_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ni62_Cu62_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ni62_Cu62_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ni62_Cu62_data{
 -99.69797,       -99.69797,       -99.69797,      -53.115999,      -31.142997,      -23.062956,      -16.526658,      -13.050644,       -9.300132,       -5.916206,       -2.834831,        0.218495,        2.930239,  // RATE
 -99.69797,       -99.69797,       -99.69797,       -54.11599,      -31.555991,      -23.083954,      -16.527658,      -13.050644,       -9.300132,       -5.916206,       -2.834831,        0.218495,        2.930239,
@@ -6271,11 +6271,11 @@ namespace rate_tables
          };
 
     // Zn62 --> Cu62
-    inline AMREX_GPU_MANAGED table_t j_Zn62_Cu62_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Zn62_Cu62_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Zn62_Cu62_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Zn62_Cu62_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Zn62_Cu62_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Zn62_Cu62_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Zn62_Cu62_data{
 -5.76855,       -5.772907,       -5.773486,       -5.773867,         -5.7709,       -5.701085,       -5.198175,       -4.611694,       -3.786522,       -2.806728,       -1.253244,        1.690001,           4.549,  // RATE
 -5.717121,       -5.754558,       -5.760096,       -5.763801,       -5.764468,       -5.697611,        -5.19746,       -4.610797,       -3.786522,       -2.806728,       -1.253244,        1.690001,           4.549,
@@ -6313,11 +6313,11 @@ namespace rate_tables
          };
 
     // Zn62 --> Ga62
-    inline AMREX_GPU_MANAGED table_t j_Zn62_Ga62_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Zn62_Ga62_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Zn62_Ga62_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Zn62_Ga62_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Zn62_Ga62_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Zn62_Ga62_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Zn62_Ga62_data{
 -99.69797,       -99.69797,       -99.69797,       -99.69797,         -66.316,      -47.080995,      -31.971958,      -24.282828,      -16.401908,        -9.86112,       -4.713176,       -0.367947,        2.646067,  // RATE
 -99.69797,       -99.69797,       -99.69797,       -99.69797,      -66.728999,      -47.102995,      -31.973958,      -24.283828,      -16.402905,        -9.86112,       -4.713176,       -0.367947,        2.646067,
@@ -6355,11 +6355,11 @@ namespace rate_tables
          };
 
     // Cu63 --> Ni63
-    inline AMREX_GPU_MANAGED table_t j_Cu63_Ni63_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Cu63_Ni63_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Cu63_Ni63_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Cu63_Ni63_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Cu63_Ni63_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Cu63_Ni63_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Cu63_Ni63_data{
 -49.957,         -18.043,         -15.851,         -14.275,      -12.500997,      -10.551964,       -8.710707,       -7.545997,       -5.998093,       -4.264528,       -2.093062,        1.346022,        4.342053,  // RATE
 -48.904,         -17.041,          -14.85,         -13.275,      -12.087999,      -10.529966,       -8.709708,       -7.545997,       -5.997102,       -4.264528,       -2.093062,        1.346022,        4.342053,
@@ -6397,11 +6397,11 @@ namespace rate_tables
          };
 
     // Cu63 --> Zn63
-    inline AMREX_GPU_MANAGED table_t j_Cu63_Zn63_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Cu63_Zn63_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Cu63_Zn63_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Cu63_Zn63_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Cu63_Zn63_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Cu63_Zn63_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Cu63_Zn63_data{
 -99.69797,       -99.69797,         -89.702,         -45.877,      -27.161999,      -20.421979,      -14.993632,      -12.113809,       -8.975058,       -5.975571,       -3.002228,        0.184169,        2.946256,  // RATE
 -99.69797,       -99.69797,         -90.703,         -46.878,      -27.574999,      -20.442978,      -14.994631,      -12.113809,       -8.975058,       -5.975571,       -3.002228,        0.184169,        2.946256,
@@ -6439,11 +6439,11 @@ namespace rate_tables
          };
 
     // Ga63 --> Zn63
-    inline AMREX_GPU_MANAGED table_t j_Ga63_Zn63_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ga63_Zn63_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ga63_Zn63_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ga63_Zn63_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ga63_Zn63_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ga63_Zn63_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ga63_Zn63_data{
 -1.609992,       -1.609997,       -1.609998,       -1.609999,       -1.609995,       -1.613913,       -1.622857,       -1.632053,       -1.623276,       -1.480989,       -0.685615,        1.810132,           4.603,  // RATE
 -1.609921,       -1.609974,       -1.609981,       -1.609986,       -1.609988,       -1.613909,       -1.622854,       -1.632053,       -1.623276,       -1.480989,       -0.685615,        1.810132,           4.603,
@@ -6481,11 +6481,11 @@ namespace rate_tables
          };
 
     // Ni63 --> Cu63
-    inline AMREX_GPU_MANAGED table_t j_Ni63_Cu63_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ni63_Cu63_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ni63_Cu63_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ni63_Cu63_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ni63_Cu63_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ni63_Cu63_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ni63_Cu63_data{
 -9.698,          -9.697,           -9.52,          -8.725,       -8.233602,        -7.93458,       -7.205399,       -6.530078,       -5.650115,       -4.393131,       -2.249337,        0.255629,        2.876435,  // RATE
 -9.703,          -9.698,           -9.52,          -8.725,       -8.233847,        -7.93502,       -7.205635,       -6.530078,       -5.650115,       -4.393131,       -2.249337,        0.255629,        2.876435,
@@ -6523,11 +6523,11 @@ namespace rate_tables
          };
 
     // Zn63 --> Cu63
-    inline AMREX_GPU_MANAGED table_t j_Zn63_Cu63_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Zn63_Cu63_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Zn63_Cu63_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Zn63_Cu63_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Zn63_Cu63_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Zn63_Cu63_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Zn63_Cu63_data{
 -3.578956,       -3.578986,        -3.57899,       -3.580993,       -3.595974,       -3.618511,       -3.637386,        -3.61184,       -3.451723,       -2.889775,       -1.337074,        1.655002,           4.519,  // RATE
 -3.578581,       -3.578859,       -3.578899,       -3.580926,       -3.595932,       -3.618485,       -3.637371,        -3.61184,       -3.451723,       -2.889775,       -1.337074,        1.655002,           4.519,
@@ -6565,11 +6565,11 @@ namespace rate_tables
          };
 
     // Zn63 --> Ga63
-    inline AMREX_GPU_MANAGED table_t j_Zn63_Ga63_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Zn63_Ga63_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Zn63_Ga63_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Zn63_Ga63_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Zn63_Ga63_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Zn63_Ga63_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Zn63_Ga63_data{
 -99.69797,       -99.69797,       -99.69797,         -71.712,          -41.42,      -30.101997,       -21.18497,       -16.61389,      -11.868699,       -7.758762,       -4.051651,        -0.17836,        2.879132,  // RATE
 -99.69797,       -99.69797,       -99.69797,      -72.711999,      -41.832999,      -30.123996,       -21.18597,       -16.61389,      -11.868699,       -7.758762,       -4.051651,        -0.17836,        2.879132,
@@ -6607,11 +6607,11 @@ namespace rate_tables
          };
 
     // Cu64 --> Ni64
-    inline AMREX_GPU_MANAGED table_t j_Cu64_Ni64_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Cu64_Ni64_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Cu64_Ni64_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Cu64_Ni64_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Cu64_Ni64_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Cu64_Ni64_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Cu64_Ni64_data{
 -5.593363,       -5.594473,       -5.595619,       -5.602718,       -5.647999,       -5.692021,       -5.599859,       -5.309858,       -4.671861,       -3.673818,       -1.953899,        1.295958,        4.284022,  // RATE
 -5.579651,       -5.589774,       -5.592217,       -5.600192,       -5.646415,       -5.691107,       -5.599505,       -5.309858,       -4.671861,       -3.673818,       -1.953899,        1.295958,        4.284022,
@@ -6649,11 +6649,11 @@ namespace rate_tables
          };
 
     // Cu64 --> Zn64
-    inline AMREX_GPU_MANAGED table_t j_Cu64_Zn64_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Cu64_Zn64_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Cu64_Zn64_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Cu64_Zn64_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Cu64_Zn64_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Cu64_Zn64_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Cu64_Zn64_data{
 -5.225,          -5.225,          -5.225,          -5.232,       -5.282991,       -5.365668,        -5.50167,       -5.569274,       -5.328912,       -4.243869,       -2.418296,        0.026166,         2.60935,  // RATE
 -5.225,          -5.225,          -5.225,          -5.232,       -5.282996,       -5.365685,       -5.501687,       -5.569274,       -5.328912,       -4.243869,       -2.418296,        0.026166,         2.60935,
@@ -6691,11 +6691,11 @@ namespace rate_tables
          };
 
     // Ga64 --> Ge64
-    inline AMREX_GPU_MANAGED table_t j_Ga64_Ge64_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ga64_Ge64_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ga64_Ge64_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ga64_Ge64_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ga64_Ge64_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ga64_Ge64_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ga64_Ge64_data{
 -99.69797,       -99.69797,       -99.69797,         -58.329,      -34.221999,       -25.39799,      -18.434927,      -14.850755,      -11.079415,       -7.612243,       -4.139524,       -0.326312,        2.735261,  // RATE
 -99.69797,       -99.69797,       -99.69797,          -59.33,      -34.634999,       -25.41999,      -18.436926,      -14.851755,      -11.079415,       -7.612243,       -4.139524,       -0.326312,        2.735261,
@@ -6733,11 +6733,11 @@ namespace rate_tables
          };
 
     // Ga64 --> Zn64
-    inline AMREX_GPU_MANAGED table_t j_Ga64_Zn64_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ga64_Zn64_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ga64_Zn64_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ga64_Zn64_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ga64_Zn64_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ga64_Zn64_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ga64_Zn64_data{
 -2.360983,       -2.355995,       -2.318997,       -2.218998,       -2.093994,       -2.012911,       -1.907006,       -1.827155,       -1.720458,        -1.55322,       -0.767184,        1.867111,           4.682,  // RATE
 -2.360841,       -2.355947,       -2.318965,       -2.218979,       -2.093985,       -2.012906,       -1.907004,       -1.827155,       -1.720458,        -1.55322,       -0.767184,        1.867111,           4.682,
@@ -6775,11 +6775,11 @@ namespace rate_tables
          };
 
     // Ge64 --> Ga64
-    inline AMREX_GPU_MANAGED table_t j_Ge64_Ga64_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ge64_Ga64_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ge64_Ga64_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ge64_Ga64_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ge64_Ga64_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ge64_Ga64_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ge64_Ga64_data{
 -2.148979,       -2.148993,       -2.148995,       -2.148997,       -2.148988,       -2.148783,       -2.146094,        -2.13434,       -2.043884,       -1.622295,       -0.567502,        1.991138,           4.796,  // RATE
 -2.148804,       -2.148934,       -2.148953,       -2.148966,       -2.148969,       -2.148772,        -2.14608,        -2.13434,       -2.043884,       -1.622295,       -0.567502,        1.991138,           4.796,
@@ -6817,11 +6817,11 @@ namespace rate_tables
          };
 
     // Ni64 --> Cu64
-    inline AMREX_GPU_MANAGED table_t j_Ni64_Cu64_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Ni64_Cu64_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Ni64_Cu64_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Ni64_Cu64_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Ni64_Cu64_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Ni64_Cu64_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Ni64_Cu64_data{
 -99.69797,         -90.739,         -47.138,          -24.61,      -15.011998,      -11.920953,       -9.341336,       -7.890281,       -6.163264,       -4.253943,       -2.003785,        0.467092,        3.019423,  // RATE
 -99.69797,         -91.741,         -48.139,      -25.609996,      -15.424994,       -11.94295,       -9.342334,       -7.890281,       -6.163264,       -4.253943,       -2.003785,        0.467092,        3.019423,
@@ -6859,11 +6859,11 @@ namespace rate_tables
          };
 
     // Zn64 --> Cu64
-    inline AMREX_GPU_MANAGED table_t j_Zn64_Cu64_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Zn64_Cu64_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Zn64_Cu64_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Zn64_Cu64_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Zn64_Cu64_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Zn64_Cu64_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Zn64_Cu64_data{
 -99.69797,         -41.048,         -26.007,          -18.25,           -14.1,      -11.273999,       -8.804997,       -7.400994,       -5.751993,       -4.043997,          -1.895,             1.4,           4.349,  // RATE
 -99.69797,         -40.047,         -25.006,          -17.25,         -13.687,      -11.251999,       -8.803997,       -7.399994,       -5.751993,       -4.043997,          -1.895,             1.4,           4.349,
@@ -6901,11 +6901,11 @@ namespace rate_tables
          };
 
     // Zn64 --> Ga64
-    inline AMREX_GPU_MANAGED table_t j_Zn64_Ga64_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Zn64_Ga64_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Zn64_Ga64_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Zn64_Ga64_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Zn64_Ga64_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Zn64_Ga64_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Zn64_Ga64_data{
 -99.69797,       -99.69797,       -99.69797,         -92.485,         -53.038,      -37.968997,      -26.046934,      -19.926547,      -13.606993,       -8.295274,       -3.943003,        0.065429,        3.103187,  // RATE
 -99.69797,       -99.69797,       -99.69797,      -93.484996,      -53.450999,      -37.990996,      -26.048934,      -19.926547,      -13.606993,       -8.295274,       -3.943003,        0.065429,        3.103187,
@@ -6943,11 +6943,11 @@ namespace rate_tables
          };
 
     // Cu65 --> Zn65
-    inline AMREX_GPU_MANAGED table_t j_Cu65_Zn65_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Cu65_Zn65_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Cu65_Zn65_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Cu65_Zn65_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Cu65_Zn65_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Cu65_Zn65_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Cu65_Zn65_data{
 -99.69797,      -77.590997,      -41.877663,      -22.882743,      -14.648767,      -12.063829,       -9.826501,       -8.482614,       -6.766909,       -4.680982,       -2.334405,        0.208755,        2.791398,  // RATE
 -99.69797,      -78.592968,      -42.874642,      -23.880433,      -15.061398,      -12.085716,       -9.827462,       -8.482614,       -6.766909,       -4.680982,       -2.334405,        0.208755,        2.791398,
@@ -6985,11 +6985,11 @@ namespace rate_tables
          };
 
     // Zn65 --> Cu65
-    inline AMREX_GPU_MANAGED table_t j_Zn65_Cu65_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_Zn65_Cu65_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_Zn65_Cu65_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_Zn65_Cu65_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_Zn65_Cu65_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_Zn65_Cu65_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_Zn65_Cu65_data{
 -9.314845,       -9.321723,       -8.988638,       -8.383433,       -8.015586,       -7.742693,       -6.955382,       -6.242314,       -5.234604,       -3.929337,       -1.903958,           1.387,           4.332,  // RATE
 -9.057969,       -9.211031,       -8.935221,       -8.360984,       -8.004064,       -7.737462,       -6.953904,       -6.241444,       -5.234604,       -3.929337,       -1.903958,           1.387,           4.332,
@@ -7027,11 +7027,11 @@ namespace rate_tables
          };
 
     // n --> p
-    inline AMREX_GPU_MANAGED table_t j_n_p_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_n_p_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_n_p_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_n_p_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_n_p_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_n_p_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_n_p_data{
 -2.959,          -2.959,          -2.959,          -2.959,       -2.958959,       -2.957841,       -2.941107,       -2.874417,       -2.540055,       -1.720786,        -0.41411,        1.802004,           4.347,  // RATE
 -2.959,          -2.959,          -2.959,          -2.959,       -2.958984,       -2.957898,       -2.941192,       -2.874417,       -2.540055,       -1.720786,        -0.41411,        1.802004,           4.347,
@@ -7069,11 +7069,11 @@ namespace rate_tables
          };
 
     // p --> n
-    inline AMREX_GPU_MANAGED table_t j_p_n_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 11> j_p_n_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
-    inline AMREX_GPU_MANAGED amrex::Array1D<amrex::Real, 1, 13> j_p_n_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
+    inline AMREX_GPU_DEVICE table_t j_p_n_meta{.ntemp=13, .nrhoy=11, .nvars=3, .nheader=5};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 11> j_p_n_rhoy{1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0};
+    inline AMREX_GPU_DEVICE amrex::Array1D<amrex::Real, 1, 13> j_p_n_temp{7.0, 8.0, 8.30103, 8.60206, 8.845098, 9.0, 9.176091, 9.30103, 9.477121, 9.69897, 10.0, 10.477121, 11.0};
     // Array3D is column-major (Fortran-ordering).  T varies fastest, then rho Ye, then the component
-    inline AMREX_GPU_MANAGED amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
+    inline AMREX_GPU_DEVICE amrex::Array3D<amrex::Real, 1, 13, 1, 11, 1, num_vars>
          j_p_n_data{
 -99.69797,          -49.75,          -29.58,         -19.262,         -14.019,         -10.766,           -7.99,          -6.458,          -4.715,          -2.968,          -1.035,             1.6,           4.293,  // RATE
 -99.69797,         -48.749,          -28.58,         -18.262,         -13.606,         -10.744,          -7.989,          -6.458,          -4.715,          -2.968,          -1.035,             1.6,           4.293,
@@ -7113,7 +7113,7 @@ namespace rate_tables
 }
 
 
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_linear_1d(const amrex::Real fhi, const amrex::Real flo, const amrex::Real xhi, const amrex::Real xlo, const amrex::Real x)
 {
@@ -7126,7 +7126,7 @@ evaluate_linear_1d(const amrex::Real fhi, const amrex::Real flo, const amrex::Re
     return f;
 }
 
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_linear_2d(const amrex::Real fip1jp1, const amrex::Real fip1j, const amrex::Real fijp1, const amrex::Real fij,
           const amrex::Real xhi, const amrex::Real xlo, const amrex::Real yhi, const amrex::Real ylo,
@@ -7158,7 +7158,7 @@ evaluate_linear_2d(const amrex::Real fip1jp1, const amrex::Real fip1j, const amr
 
 
 template<typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_vars(const int irhoy_lo, const int jtemp_lo,
               const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -7188,7 +7188,7 @@ evaluate_vars(const int irhoy_lo, const int jtemp_lo,
 
 
 template<typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 amrex::Real
 evaluate_dr_dtemp(const int irhoy_lo, const int jtemp_lo,
                   const table_t& table_meta, const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -7331,7 +7331,7 @@ evaluate_dr_dtemp(const int irhoy_lo, const int jtemp_lo,
 
 
 template <typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 void
 get_entries(const int irhoy_lo, const int jtemp_lo,
             const table_t& table_meta, const R& log_rhoy_table, const T& log_temp_table, const D& data,
@@ -7359,7 +7359,7 @@ get_entries(const int irhoy_lo, const int jtemp_lo,
 }
 
 template <typename R, typename T, typename D>
-AMREX_INLINE AMREX_GPU_HOST_DEVICE
+AMREX_INLINE AMREX_GPU_DEVICE
 void
 tabular_evaluate(const table_t& table_meta,
                  const R& log_rhoy_table, const T& log_temp_table, const D& data,
diff --git a/networks/sn160/temperature_table_rates.H b/networks/sn160/temperature_table_rates.H
index 4fdd0d89c7..8490332679 100644
--- a/networks/sn160/temperature_table_rates.H
+++ b/networks/sn160/temperature_table_rates.H
@@ -5,7 +5,7 @@
 
 #include <tfactors.H>
 #include <actual_network.H>
-
+#include <interp_tools.H>
 
 using namespace amrex::literals;
 
@@ -28,6 +28,7 @@ namespace temp_tabular {
         [[maybe_unused]] amrex::Real drate_dT;
 
 
+
     }
 
 
diff --git a/nse_solver/nse_check.H b/nse_solver/nse_check.H
index d7f0b016d7..42fd7a8cbe 100644
--- a/nse_solver/nse_check.H
+++ b/nse_solver/nse_check.H
@@ -14,7 +14,7 @@
 #include <nse_solver.H>
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void check_nse_molar(const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
                      const amrex::Array1D<amrex::Real, 1, NumSpec>& Y_nse,
                      bool& nse_check) {
@@ -65,7 +65,7 @@ void check_nse_molar(const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
 }
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 int get_root_index(const int nuc_idx, amrex::Array1D<int, 1, NumSpec>& group_idx) {
     // Returns the root index of the nuclei given the nuclei index [1, NumSpec]
     // Also updates all parent indices to point to the root index in group_idx
@@ -95,7 +95,7 @@ int get_root_index(const int nuc_idx, amrex::Array1D<int, 1, NumSpec>& group_idx
 }
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void nse_union(const int nuc_idx_a, const int nuc_idx_b,
                amrex::Array1D<int, 1, NumSpec>& group_idx,
                amrex::Array1D<int, 1, NumSpec>& group_size) {
@@ -126,7 +126,7 @@ void nse_union(const int nuc_idx_a, const int nuc_idx_b,
 }
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 bool in_single_group(amrex::Array1D<int, 1, NumSpec>& group_idx) {
 
     // This function checks whether all isotopes are either in the LIG group
@@ -146,7 +146,7 @@ bool in_single_group(amrex::Array1D<int, 1, NumSpec>& group_idx) {
 
 
 template <typename T>
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void fill_reaction_timescale(amrex::Array1D<T, 1, NSE_INDEX::NumNSERatePairs>& reaction_timescales,
                              const int current_rate_pair, const amrex::Real rho,
                              const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
@@ -238,7 +238,7 @@ void fill_reaction_timescale(amrex::Array1D<T, 1, NSE_INDEX::NumNSERatePairs>& r
 }
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void fill_merge_indices(int& merge_idx1, int& merge_idx2,
                         const int current_rate_pair,
                         amrex::Array1D<int, 1, NumSpec>& group_idx) {
@@ -288,7 +288,7 @@ void fill_merge_indices(int& merge_idx1, int& merge_idx2,
 }
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 void nse_grouping(amrex::Array1D<int, 1, NumSpec>& group_idx, const amrex::Real rho,
                   const amrex::Array1D<amrex::Real, 1, NumSpec>& Y,
                   const amrex::Array1D<amrex::Real, 1, Rates::NumRates>& screened_rates,
@@ -374,7 +374,7 @@ void nse_grouping(amrex::Array1D<int, 1, NumSpec>& group_idx, const amrex::Real
 }
 
 
-AMREX_GPU_HOST_DEVICE AMREX_INLINE
+AMREX_GPU_DEVICE AMREX_INLINE
 bool in_nse(burn_t& current_state, bool skip_molar_check=false) {
 
     // This function returns the boolean that tells whether we're in nse or not
diff --git a/nse_solver/nse_compatibility/ci-benchmarks/nse_net_integration_unit_test.out b/nse_solver/nse_compatibility/ci-benchmarks/nse_net_integration_unit_test.out
index 6da4fd98d7..9df130b9d8 100644
--- a/nse_solver/nse_compatibility/ci-benchmarks/nse_net_integration_unit_test.out
+++ b/nse_solver/nse_compatibility/ci-benchmarks/nse_net_integration_unit_test.out
@@ -1,5 +1,5 @@
-Initializing AMReX (26.01-40-gbac24575699e)...
-AMReX (26.01-40-gbac24575699e) initialized
+Initializing AMReX (26.04-96-g21b2deea3233)...
+AMReX (26.04-96-g21b2deea3233) initialized
 starting the single zone burn...
 ------------------------------------
  - added e = 2.42427577e+22
@@ -9,24 +9,24 @@ starting the single zone burn...
  Solved Chemical Potentials are: -6.83314245e+00 and -1.08589066e+01
 ------------------------------------
 Element       Burn Xs             NSE Xs              abs err             rel err
-  H1    5.38909747e-02      5.38909747e-02      6.52256027e-16      1.21032516e-14
-  He4   5.17680679e-01      5.17680679e-01      3.01314529e-13      5.82047082e-13
-  C12   1.31566442e-05      1.31566442e-05      2.80655897e-17      2.13318756e-12
-  N13   2.54374035e-09      2.54374035e-09      3.71734967e-21      1.46137151e-12
-  O16   3.19225352e-05      3.19225352e-05      3.83333231e-17      1.20082327e-12
-  F17   1.49115081e-09      1.49115081e-09      5.87298235e-22      3.93855694e-13
-  Ne20  7.33589878e-07      7.33589878e-07      2.50912335e-18      3.42033529e-12
-  Na23  3.67457204e-08      3.67457204e-08      1.62928111e-19      4.43393432e-12
-  Mg24  1.00775502e-04      1.00775502e-04      7.83417385e-16      7.77388718e-12
-  Al27  2.01751573e-05      2.01751573e-05      3.65613301e-17      1.81219554e-12
-  Si28  3.62276881e-02      3.62276881e-02      2.65419631e-13      7.32643027e-12
-  P31   1.53540144e-03      1.53540144e-03      1.15400311e-14      7.51596996e-12
-  S32   3.79938039e-02      3.79938039e-02      3.77545217e-13      9.93702073e-12
-  Ar36  2.41944405e-02      2.41944405e-02      1.59164348e-13      6.57855049e-12
-  Ca40  2.82965820e-02      2.82965820e-02      5.96259153e-14      2.10717730e-12
-  Ti44  1.62787599e-03      1.62787599e-03      2.68795403e-14      1.65120319e-11
-  Cr48  9.74012544e-03      9.74012544e-03      1.24632943e-13      1.27958252e-11
-  Fe52  5.86021446e-02      5.86021446e-02      4.66057748e-13      7.95291283e-12
-  Ni56  2.30043480e-01      2.30043480e-01      1.34600664e-12      5.85109667e-12
+  H1    5.38909747e-02      5.38909747e-02      8.04911693e-16      1.49359275e-14
+  He4   5.17680679e-01      5.17680679e-01      2.99538172e-13      5.78615707e-13
+  C12   1.31566442e-05      1.31566442e-05      2.78995712e-17      2.12056896e-12
+  N13   2.54374035e-09      2.54374035e-09      3.61229774e-21      1.42007329e-12
+  O16   3.19225352e-05      3.19225352e-05      3.79945099e-17      1.19020966e-12
+  F17   1.49115081e-09      1.49115081e-09      5.64550768e-22      3.78600720e-13
+  Ne20  7.33589878e-07      7.33589878e-07      2.51791131e-18      3.43231469e-12
+  Na23  3.67457204e-08      3.67457204e-08      1.61498743e-19      4.39503542e-12
+  Mg24  1.00775502e-04      1.00775502e-04      7.82387393e-16      7.76366652e-12
+  Al27  2.01751573e-05      2.01751573e-05      3.68527095e-17      1.82663802e-12
+  Si28  3.62276881e-02      3.62276881e-02      2.65114319e-13      7.31800270e-12
+  P31   1.53540144e-03      1.53540144e-03      1.16406450e-14      7.58149938e-12
+  S32   3.79938039e-02      3.79938039e-02      3.77219089e-13      9.92843702e-12
+  Ar36  2.41944405e-02      2.41944405e-02      1.59022101e-13      6.57267115e-12
+  Ca40  2.82965820e-02      2.82965820e-02      5.97508154e-14      2.11159127e-12
+  Ti44  1.62787599e-03      1.62787599e-03      2.68866960e-14      1.65164277e-11
+  Cr48  9.74012544e-03      9.74012544e-03      1.24662433e-13      1.27988529e-11
+  Fe52  5.86021446e-02      5.86021446e-02      4.65988359e-13      7.95172876e-12
+  Ni56  2.30043480e-01      2.30043480e-01      1.34572908e-12      5.84989014e-12
 ------------------------------------
-AMReX (26.01-40-gbac24575699e) finalized
+AMReX (26.04-96-g21b2deea3233) finalized
diff --git a/unit_test/burn_cell/ci-benchmarks/ecsn_unit_test.out b/unit_test/burn_cell/ci-benchmarks/ecsn_unit_test.out
index c1334c4819..4a49f94465 100644
--- a/unit_test/burn_cell/ci-benchmarks/ecsn_unit_test.out
+++ b/unit_test/burn_cell/ci-benchmarks/ecsn_unit_test.out
@@ -1,5 +1,5 @@
-Initializing AMReX (25.11-47-gc4fcda1fb2ea)...
-AMReX (25.11-47-gc4fcda1fb2ea) initialized
+Initializing AMReX (26.04-96-g21b2deea3233)...
+AMReX (26.04-96-g21b2deea3233) initialized
 starting the single zone burn...
 Maximum Time (s): 0.01
 State Density (g/cm^3): 100000000
@@ -29,37 +29,37 @@ RHS at t = 0
    S32 1323519.174
 ------------------------------------
 successful? 1
- - Hnuc = 4.397909277e+19
- - added e = 4.397909277e+17
- - final T = 6656291303
+ - Hnuc = 4.397923975e+19
+ - added e = 4.397923975e+17
+ - final T = 6656299012
 ------------------------------------
 e initial = 5.995956082e+17
-e final =   1.039386536e+18
+e final =   1.039388006e+18
 ------------------------------------
 new mass fractions: 
-H1 0.009307048983
-He4 3.598820253e-13
-O16 6.945042998e-07
-O20 0.009997687144
-F20 0.009996314357
-Ne20 1.027891736e-13
-Mg24 1.24621466e-06
-Al27 1.645253981e-18
-Si28 0.3262434305
-P31 8.175490055e-14
-S32 0.6444535783
+H1 0.00930704898
+He4 3.598626434e-13
+O16 6.943251473e-07
+O20 0.009997687151
+F20 0.009996314385
+Ne20 1.027875355e-13
+Mg24 1.168433215e-06
+Al27 1.542488749e-18
+Si28 0.326205294
+P31 8.174124805e-14
+S32 0.6444917927
 ------------------------------------
 species creation rates: 
-omegadot(H1): -0.06929510166
+omegadot(H1): -0.06929510197
 omegadot(He4): -3
-omegadot(O16): -49.99993055
-omegadot(O20): -0.0002312855859
-omegadot(F20): -0.0003685642773
+omegadot(O16): -49.99993057
+omegadot(O20): -0.0002312849373
+omegadot(F20): -0.000368561525
 omegadot(Ne20): -30
-omegadot(Mg24): -9.999875379
+omegadot(Mg24): -9.999883157
 omegadot(Al27): -1
-omegadot(Si28): 31.62434305
+omegadot(Si28): 31.6205294
 omegadot(P31): -1
-omegadot(S32): 63.44535783
-number of steps taken: 598
-AMReX (25.11-47-gc4fcda1fb2ea) finalized
+omegadot(S32): 63.44917927
+number of steps taken: 635
+AMReX (26.04-96-g21b2deea3233) finalized
diff --git a/unit_test/burn_cell/ci-benchmarks/he-burn-19am_BE_unit_test.out b/unit_test/burn_cell/ci-benchmarks/he-burn-19am_BE_unit_test.out
index a0db74fcde..cfc8f4abe6 100644
--- a/unit_test/burn_cell/ci-benchmarks/he-burn-19am_BE_unit_test.out
+++ b/unit_test/burn_cell/ci-benchmarks/he-burn-19am_BE_unit_test.out
@@ -1,5 +1,5 @@
-Initializing AMReX (26.01-18-ga27e2e958050)...
-AMReX (26.01-18-ga27e2e958050) initialized
+Initializing AMReX (26.04-96-g21b2deea3233)...
+AMReX (26.04-96-g21b2deea3233) initialized
 starting the single zone burn...
 Maximum Time (s): 1e-05
 State Density (g/cm^3): 1000000
@@ -45,53 +45,53 @@ RHS at t = 0
   Ni56 2.574224319e-29
 ------------------------------------
 successful? 1
- - Hnuc = 1.324592344e+23
- - added e = 1.324592344e+18
- - final T = 3539838559
+ - Hnuc = 1.32459185e+23
+ - added e = 1.32459185e+18
+ - final T = 3539838402
 ------------------------------------
 e initial = 1.396711859e+18
-e final =   2.721304203e+18
+e final =   2.721303709e+18
 ------------------------------------
 new mass fractions: 
-H1 0.06140413237
-He4 0.001390674268
-C12 1.194199177e-07
-N13 7.948634805e-11
-N14 0.001132617591
-O16 6.939421703e-06
-Ne20 0.001268654415
-Na23 5.776084635e-09
-Mg24 0.00185195364
-Al27 1.099865922e-07
-Si28 0.3024475306
-P31 2.197712003e-06
-S32 0.348450611
-Ar36 0.1639689142
-Ca40 0.1171379343
-Ti44 0.000876321257
-Cr48 6.065145128e-05
-Fe52 6.311480912e-07
-Ni56 1.361953299e-09
+H1 0.06140411174
+He4 0.001391038257
+C12 1.194223579e-07
+N13 7.948797169e-11
+N14 0.001132639076
+O16 6.940050863e-06
+Ne20 0.001268770369
+Na23 5.778124358e-09
+Mg24 0.001852063306
+Al27 1.100219036e-07
+Si28 0.3024486213
+P31 2.198294516e-06
+S32 0.3484495207
+Ar36 0.1639681892
+Ca40 0.1171380569
+Ti44 0.0008763301038
+Cr48 6.06529347e-05
+Fe52 6.311752278e-07
+Ni56 1.36204248e-09
 ------------------------------------
 species creation rates: 
-omegadot(H1): -3859.586763
-omegadot(He4): -49860.93257
+omegadot(H1): -3859.588826
+omegadot(He4): -49860.89617
 omegadot(C12): -9999.988058
 omegadot(N13): -9999.999992
-omegadot(N14): -9886.738241
-omegadot(O16): -9999.306058
-omegadot(Ne20): 126.8654415
-omegadot(Na23): 0.0005776084635
-omegadot(Mg24): 185.195364
-omegadot(Al27): 0.01099865922
-omegadot(Si28): 30244.75306
-omegadot(P31): 0.2197712003
-omegadot(S32): 34845.0611
-omegadot(Ar36): 16396.89142
-omegadot(Ca40): 11713.79343
-omegadot(Ti44): 87.6321257
-omegadot(Cr48): 6.065145128
-omegadot(Fe52): 0.06311480912
-omegadot(Ni56): 0.0001361953299
-number of steps taken: 9788
-AMReX (26.01-18-ga27e2e958050) finalized
+omegadot(N14): -9886.736092
+omegadot(O16): -9999.305995
+omegadot(Ne20): 126.8770369
+omegadot(Na23): 0.0005778124358
+omegadot(Mg24): 185.2063306
+omegadot(Al27): 0.01100219036
+omegadot(Si28): 30244.86213
+omegadot(P31): 0.2198294516
+omegadot(S32): 34844.95207
+omegadot(Ar36): 16396.81892
+omegadot(Ca40): 11713.80569
+omegadot(Ti44): 87.63301038
+omegadot(Cr48): 6.06529347
+omegadot(Fe52): 0.06311752278
+omegadot(Ni56): 0.000136204248
+number of steps taken: 9712
+AMReX (26.04-96-g21b2deea3233) finalized
diff --git a/unit_test/burn_cell/ci-benchmarks/he-burn-19am_unit_test.out b/unit_test/burn_cell/ci-benchmarks/he-burn-19am_unit_test.out
index 4954d0ed62..48250a763f 100644
--- a/unit_test/burn_cell/ci-benchmarks/he-burn-19am_unit_test.out
+++ b/unit_test/burn_cell/ci-benchmarks/he-burn-19am_unit_test.out
@@ -1,5 +1,5 @@
-Initializing AMReX (26.01-18-ga27e2e958050)...
-AMReX (26.01-18-ga27e2e958050) initialized
+Initializing AMReX (26.04-96-g21b2deea3233)...
+AMReX (26.04-96-g21b2deea3233) initialized
 starting the single zone burn...
 Maximum Time (s): 1e-05
 State Density (g/cm^3): 1000000
@@ -45,53 +45,53 @@ RHS at t = 0
   Ni56 2.574224319e-29
 ------------------------------------
 successful? 1
- - Hnuc = 1.324537212e+23
- - added e = 1.324537212e+18
- - final T = 3539821035
+ - Hnuc = 1.324540812e+23
+ - added e = 1.324540812e+18
+ - final T = 3539822187
 ------------------------------------
 e initial = 1.396711859e+18
-e final =   2.721249071e+18
+e final =   2.721252671e+18
 ------------------------------------
 new mass fractions: 
-H1 0.06140716902
-He4 0.00141110889
-C12 1.189367399e-07
-N13 7.917164285e-11
-N14 0.001128175455
-O16 6.952331934e-06
-Ne20 0.001271202478
-Na23 5.875948966e-09
-Mg24 0.001850241148
-Al27 1.115090322e-07
-Si28 0.302514308
-P31 2.230315956e-06
-S32 0.3484711567
-Ar36 0.1639376475
-Ca40 0.117062903
-Ti44 0.0008754603526
-Cr48 6.057669296e-05
-Fe52 6.303856855e-07
-Ni56 1.36064436e-09
+H1 0.06140795233
+He4 0.001406041039
+C12 1.188571148e-07
+N13 7.911951489e-11
+N14 0.001127469777
+O16 6.934162224e-06
+Ne20 0.0012678847
+Na23 5.835716503e-09
+Mg24 0.001847155269
+Al27 1.1090365e-07
+Si28 0.3024962095
+P31 2.222117667e-06
+S32 0.3485051369
+Ar36 0.1639523174
+Ca40 0.1170443047
+Ti44 0.0008749930848
+Cr48 6.05126979e-05
+Fe52 6.292729762e-07
+Ni56 1.357092251e-09
 ------------------------------------
 species creation rates: 
-omegadot(H1): -3859.283098
-omegadot(He4): -49858.88911
-omegadot(C12): -9999.988106
+omegadot(H1): -3859.204767
+omegadot(He4): -49859.3959
+omegadot(C12): -9999.988114
 omegadot(N13): -9999.999992
-omegadot(N14): -9887.182454
-omegadot(O16): -9999.304767
-omegadot(Ne20): 127.1202478
-omegadot(Na23): 0.0005875948966
-omegadot(Mg24): 185.0241148
-omegadot(Al27): 0.01115090322
-omegadot(Si28): 30251.4308
-omegadot(P31): 0.2230315956
-omegadot(S32): 34847.11567
-omegadot(Ar36): 16393.76475
-omegadot(Ca40): 11706.2903
-omegadot(Ti44): 87.54603526
-omegadot(Cr48): 6.057669296
-omegadot(Fe52): 0.06303856855
-omegadot(Ni56): 0.000136064436
-number of steps taken: 684
-AMReX (26.01-18-ga27e2e958050) finalized
+omegadot(N14): -9887.253022
+omegadot(O16): -9999.306584
+omegadot(Ne20): 126.78847
+omegadot(Na23): 0.0005835716503
+omegadot(Mg24): 184.7155269
+omegadot(Al27): 0.011090365
+omegadot(Si28): 30249.62095
+omegadot(P31): 0.2222117667
+omegadot(S32): 34850.51369
+omegadot(Ar36): 16395.23174
+omegadot(Ca40): 11704.43047
+omegadot(Ti44): 87.49930848
+omegadot(Cr48): 6.05126979
+omegadot(Fe52): 0.06292729762
+omegadot(Ni56): 0.0001357092251
+number of steps taken: 688
+AMReX (26.04-96-g21b2deea3233) finalized
diff --git a/unit_test/test_rhs/ci-benchmarks/ecsn.out b/unit_test/test_rhs/ci-benchmarks/ecsn.out
index 800bae0899..df0a3e1ae1 100644
--- a/unit_test/test_rhs/ci-benchmarks/ecsn.out
+++ b/unit_test/test_rhs/ci-benchmarks/ecsn.out
@@ -3,16 +3,16 @@
               variables          minimum value          maximum value
  density                               1000000                  3e+11
  temperature                          10000000             5000000000
- Ydot_hydrogen-1             -1.7296639061e+15       4.0521309907e+24
- Ydot_helium-4                2.9170014047e-33       4.0521309907e+24
- Ydot_oxygen-16              -1.6208523963e+25           350552.65483
+ Ydot_hydrogen-1             -1.7296639061e+15      -1.9080698975e-30
+ Ydot_helium-4                2.9170014047e-33       1.7147274604e+15
+ Ydot_oxygen-16              -2.1847262386e+12           350552.65483
  Ydot_oxygen-20              -0.00018554904823           1.7328460923
  Ydot_fluorine-20             -0.0012452940124          0.97161583362
  Ydot_neon-20                -1.4985734736e+11            33525228375
  Ydot_magnesium-24            2.9168512769e-33       5.8166825892e+14
  Ydot_aluminum-27            -5.9288336752e+14      -1.9078309885e-30
- Ydot_silicon-28              1.9049142873e-30       4.0521309907e+24
- Ydot_phosphorus-31          -1.1367805386e+15       4.0521309907e+24
+ Ydot_silicon-28              1.9049142873e-30       1.1445722473e+15
+ Ydot_phosphorus-31          -1.1367805386e+15      -2.3890907984e-34
  Ydot_sulfur-32               2.3875895211e-34       3.0699383607e+14
  Xold_hydrogen-1                          0.01                   0.08
  Xold_helium-4                            0.01                   0.08
@@ -25,7 +25,7 @@
  Xold_silicon-28                          0.01                   0.08
  Xold_phosphorus-31                       0.01                   0.08
  Xold_sulfur-32                           0.01                   0.08
- Edot                        -3.7020173274e+19       6.7526381101e+43
+ Edot                        -4.8609834277e+19       4.2605083662e+33
  J_hydrogen-1_hydrogen-1      -2.2197636034e+16      -1.9080698975e-28
  J_helium-4_hydrogen-1        2.9170014047e-31       2.2015199038e+16
  J_oxygen-16_hydrogen-1                      0                      0
@@ -38,7 +38,7 @@
  J_phosphorus-31_hydrogen-1      -1.4363730396e+16      -2.3890907984e-32
  J_sulfur-32_hydrogen-1       2.3875895211e-32       3.8373494834e+15
  J_E_hydrogen-1               7.2668112494e-07       5.3233658946e+34
- J_hydrogen-1_helium-4        6.3597516852e-96       2.3050360212e+15
+ J_hydrogen-1_helium-4         3.006245804e-97       2.3050360212e+15
  J_helium-4_helium-4         -2.3251430676e+15      -8.7617347065e-57
  J_oxygen-16_helium-4        -5.9750641231e+12      -8.7617347064e-57
  J_oxygen-20_helium-4                        0                      0
@@ -47,21 +47,21 @@
  J_magnesium-24_helium-4      -1.6995980103e+15       6.3214327328e+12
  J_aluminum-27_helium-4      -1.0569137121e+11       1.6914541732e+15
  J_silicon-28_helium-4       -6.0250433851e+14       5.1535057646e+12
- J_phosphorus-31_helium-4       9.5968232344e-79       6.1358184801e+14
+ J_phosphorus-31_helium-4       9.5968206717e-79       6.1358184801e+14
  J_sulfur-32_helium-4         2.7681560014e-83       2.1961057359e+12
  J_E_helium-4                -3.5638171998e+33       9.2374519531e+31
- J_hydrogen-1_oxygen-16       5.3544432665e-93       1.4407576856e+26
- J_helium-4_oxygen-16         -2.445679811e+12       1.4407576856e+26
- J_oxygen-16_oxygen-16       -5.7630307424e+26      -1.3481509267e-57
+ J_hydrogen-1_oxygen-16       1.6187477406e-96       2.9566362795e+13
+ J_helium-4_oxygen-16         -2.445679811e+12       9.1333215903e+12
+ J_oxygen-16_oxygen-16        -7.760920973e+13      -1.3481509267e-57
  J_oxygen-20_oxygen-16                       0                      0
  J_fluorine-20_oxygen-16                      0                      0
  J_neon-20_oxygen-16          1.3481509267e-57       2.4456798118e+12
  J_magnesium-24_oxygen-16                      0                      0
  J_aluminum-27_oxygen-16                      0                      0
- J_silicon-28_oxygen-16       5.3544432665e-93       1.4407576856e+26
- J_phosphorus-31_oxygen-16       5.3544432665e-93       1.4407576856e+26
+ J_silicon-28_oxygen-16       1.6187477406e-96       9.2032685768e+12
+ J_phosphorus-31_oxygen-16       1.6187477406e-96       2.9566362795e+13
  J_sulfur-32_oxygen-16                       0                      0
- J_E_oxygen-16                   -54524.313625       2.4009379947e+45
+ J_E_oxygen-16                   -54524.313625       3.0453053654e+32
  J_hydrogen-1_oxygen-20                      0                      0
  J_helium-4_oxygen-20                        0                      0
  J_oxygen-16_oxygen-20                       0                      0
@@ -98,15 +98,15 @@
  J_phosphorus-31_neon-20                      0                      0
  J_sulfur-32_neon-20                         0                      0
  J_E_neon-20                 -3.9753764799e+26       3.5123178343e+32
- J_hydrogen-1_magnesium-24       1.7147898324e-95       1.0205670876e+16
- J_helium-4_magnesium-24      -1.0226657095e+16      -3.0626347508e-94
+ J_hydrogen-1_magnesium-24       9.7124864438e-97       1.0205670876e+16
+ J_helium-4_magnesium-24      -1.0226657095e+16      -1.6187477406e-96
  J_oxygen-16_magnesium-24                      0                      0
  J_oxygen-20_magnesium-24                      0                      0
  J_fluorine-20_magnesium-24                      0                      0
  J_neon-20_magnesium-24                      0                      0
- J_magnesium-24_magnesium-24      -1.0226657095e+16      -3.0626347508e-94
- J_aluminum-27_magnesium-24       1.7147898324e-95       1.0205670876e+16
- J_silicon-28_magnesium-24       1.2250539003e-94       3.3562646578e+13
+ J_magnesium-24_magnesium-24      -1.0226657095e+16      -1.6187477406e-96
+ J_aluminum-27_magnesium-24       9.7124864438e-97       1.0205670876e+16
+ J_silicon-28_magnesium-24       6.4749909625e-97       3.3562646578e+13
  J_phosphorus-31_magnesium-24                      0                      0
  J_sulfur-32_magnesium-24                      0                      0
  J_E_magnesium-24            -1.5560609339e+34       3.2302317722e+32
@@ -122,16 +122,16 @@
  J_phosphorus-31_aluminum-27       6.4778539534e-78       6.4064066131e+13
  J_sulfur-32_aluminum-27                      0                      0
  J_E_aluminum-27             -2.3076324598e-05       4.5340026351e+35
- J_hydrogen-1_silicon-28       1.3633533854e-95       4.2286361267e+15
- J_helium-4_silicon-28       -4.2420142918e+15      -1.9556484036e-82
+ J_hydrogen-1_silicon-28       9.7124864438e-97       4.2286361267e+15
+ J_helium-4_silicon-28       -4.2420142918e+15       -1.937709201e-82
  J_oxygen-16_silicon-28                      0                      0
  J_oxygen-20_silicon-28                      0                      0
  J_fluorine-20_silicon-28                      0                      0
  J_neon-20_silicon-28                        0                      0
  J_magnesium-24_silicon-28                      0                      0
  J_aluminum-27_silicon-28                      0                      0
- J_silicon-28_silicon-28      -4.2420142918e+15      -1.9556484036e-82
- J_phosphorus-31_silicon-28       1.3633533854e-95       4.2286361267e+15
+ J_silicon-28_silicon-28      -4.2420142918e+15       -1.937709201e-82
+ J_phosphorus-31_silicon-28       9.7124864438e-97       4.2286361267e+15
  J_sulfur-32_silicon-28        1.937709201e-82       1.5372740151e+13
  J_E_silicon-28              -7.7288821779e+33       4.6778030762e+31
  J_hydrogen-1_phosphorus-31      -4.4527564228e+17       -7.406181475e-31
@@ -158,16 +158,16 @@
  J_phosphorus-31_sulfur-32                      0                      0
  J_sulfur-32_sulfur-32                       0                      0
  J_E_sulfur-32               -1.2066886242e+15       7.8006383754e+14
- J_hydrogen-1_E                 -0.12580793235       1.2089803642e+12
- J_helium-4_E                 -0.0078065301852       1.4905283338e+12
- J_oxygen-16_E               -5.3990173959e+12       1.2739583515e-06
+ J_hydrogen-1_E                 -0.12580793235         0.055967351363
+ J_helium-4_E                 -0.0078065301852         0.057280722893
+ J_oxygen-16_E               -0.00028899958342       1.2739583515e-06
  J_oxygen-20_E               -2.8880340474e-19       3.5544574816e-18
  J_fluorine-20_E             -2.0716943987e-18       7.6531304664e-18
  J_neon-20_E                 -8.8836179369e-05       1.9862184663e-05
  J_magnesium-24_E             -0.0040169125096         0.018563573855
  J_aluminum-27_E               -0.035113361678         0.013560422759
- J_silicon-28_E                -0.014221225409       1.4905283338e+12
- J_phosphorus-31_E             -0.090694570671       1.2089803642e+12
+ J_silicon-28_E                -0.014221225409         0.055233987209
+ J_phosphorus-31_E             -0.090694570671         0.045830581516
  J_sulfur-32_E                 -0.046359941954         0.051998287961
- J_E_E                       -5.4231375887e+17       2.2753147743e+31
+ J_E_E                       -5.4231375887e+17       7.2971004643e+17